warning: commands will be executed using /bin/sh
job 3038 at Tue Apr  1 20:18:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140331/YutaMouse20-140331/YutaMouse20-140331
ElecNo	5
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 1428540 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 476180 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 25026 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 25224 members 
Mstep: Class 5 contains 24997 members 
Mstep: Class 6 contains 25195 members 
Mstep: Class 7 contains 24708 members 
Mstep: Class 8 contains 25019 members 
Mstep: Class 9 contains 25133 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 25115 members 
Mstep: Class 12 contains 24961 members 
Mstep: Class 13 contains 25010 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 25217 members 
Mstep: Class 16 contains 25028 members 
Mstep: Class 17 contains 25096 members 
Mstep: Class 18 contains 25090 members 
Mstep: Class 19 contains 24994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 375.584778 but Gain 3242.242188
Score: -59837956.000000 Penalty: 58360.332031
Iteration 0F: 19 clusters Score -5.983796e+07 nChanged 450360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2250 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 8628 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 18656 members 
Mstep: Class 7 contains 28482 members 
Mstep: Class 8 contains 17933 members 
Mstep: Class 9 contains 13748 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 23470 members 
Mstep: Class 12 contains 4222 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 163436 members 
Mstep: Class 16 contains 18696 members 
Mstep: Class 17 contains 50652 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 10717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2610.373535 but Gain 3242.242188
Score: -61911640.000000 Penalty: 55118.089844
Iteration 1F: 18 clusters Score -6.191164e+07 nChanged 166635
Entering Unmasked Mstep 
Mstep: Class 0 contains 2200 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 3 contains 5969 members 
Mstep: Class 4 contains 7086 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 15470 members 
Mstep: Class 7 contains 24250 members 
Mstep: Class 8 contains 14440 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 3566 members 
Mstep: Class 11 contains 13617 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 233457 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 43503 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 7499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62190420.000000 Penalty: 55118.089844
Iteration 2F: 18 clusters Score -6.219042e+07 nChanged 105307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2118 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 1794 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 19659 members 
Mstep: Class 7 contains 19052 members 
Mstep: Class 8 contains 10714 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 271168 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 31093 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 7901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1682.602783 but Gain 3242.238281
Score: -62313456.000000 Penalty: 51875.851562
Iteration 3F: 17 clusters Score -6.231346e+07 nChanged 70490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1710 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 936 members 
Mstep: Class 6 contains 24616 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 2313 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 278745 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 22156 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3239.609863 but Gain 3242.242188
Score: -62476792.000000 Penalty: 48633.609375
Iteration 4F: 16 clusters Score -6.247679e+07 nChanged 49697
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 3 contains 3931 members 
Mstep: Class 4 contains 6793 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 29005 members 
Mstep: Class 7 contains 18980 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 8865 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 278415 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568484.000000 Penalty: 48633.609375
Iteration 5F: 16 clusters Score -6.256848e+07 nChanged 34001
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 32731 members 
Mstep: Class 7 contains 19831 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 276222 members 
Mstep: Class 17 contains 10810 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 9051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62629844.000000 Penalty: 48633.609375
Iteration 6F: 16 clusters Score -6.262984e+07 nChanged 25301
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 2512 members 
Mstep: Class 6 contains 36562 members 
Mstep: Class 7 contains 20945 members 
Mstep: Class 8 contains 5361 members 
Mstep: Class 9 contains 9795 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 273999 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649976.000000 Penalty: 48633.609375
Iteration 7F: 16 clusters Score -6.264998e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 458 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 39591 members 
Mstep: Class 7 contains 22382 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 271811 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62663556.000000 Penalty: 48633.609375
Iteration 8Q: 16 clusters Score -6.266356e+07 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 408 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 41800 members 
Mstep: Class 7 contains 23973 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 7017 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 269886 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62672920.000000 Penalty: 48633.609375
Iteration 9Q: 16 clusters Score -6.267292e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 43457 members 
Mstep: Class 7 contains 25527 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 7831 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 267990 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3156.294922 but Gain 3242.238281
Score: -62679292.000000 Penalty: 45391.371094
Iteration 10Q: 15 clusters Score -6.267929e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 45032 members 
Mstep: Class 7 contains 27015 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 8607 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 268092 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62685896.000000 Penalty: 45391.371094
Iteration 11Q: 15 clusters Score -6.26859e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 46136 members 
Mstep: Class 7 contains 28191 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 10768 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 266299 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62689828.000000 Penalty: 45391.371094
Iteration 12Q: 15 clusters Score -6.268983e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 46980 members 
Mstep: Class 7 contains 29132 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 265039 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62692932.000000 Penalty: 45391.371094
Iteration 13Q: 15 clusters Score -6.269293e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 47682 members 
Mstep: Class 7 contains 29917 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 10533 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 264116 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62694972.000000 Penalty: 45391.371094
Iteration 14Q: 15 clusters Score -6.269497e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 48279 members 
Mstep: Class 7 contains 30573 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 11076 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 263398 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62696472.000000 Penalty: 45391.371094
Iteration 15Q: 15 clusters Score -6.269647e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 48820 members 
Mstep: Class 7 contains 31168 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 10843 members 
Mstep: Class 10 contains 11600 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 262748 members 
Mstep: Class 18 contains 3098 members 
Mstep: Class 19 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62698064.000000 Penalty: 45391.371094
Iteration 16Q: 15 clusters Score -6.269806e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 49324 members 
Mstep: Class 7 contains 31646 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 13 contains 4787 members 
Mstep: Class 14 contains 262273 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 2956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62698896.000000 Penalty: 45391.371094
Iteration 17Q: 15 clusters Score -6.26989e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 49761 members 
Mstep: Class 7 contains 32064 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 10915 members 
Mstep: Class 10 contains 12520 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 261840 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3132.984131 but Gain 3242.242188
Score: -62699916.000000 Penalty: 42149.128906
Iteration 18Q: 14 clusters Score -6.269992e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 51776 members 
Mstep: Class 7 contains 32395 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 10949 members 
Mstep: Class 10 contains 12945 members 
Mstep: Class 13 contains 4830 members 
Mstep: Class 14 contains 262333 members 
Mstep: Class 18 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62703084.000000 Penalty: 42149.128906
Iteration 19Q: 14 clusters Score -6.270308e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 52502 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 11013 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 261289 members 
Mstep: Class 18 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62704792.000000 Penalty: 42149.128906
Iteration 20F: 14 clusters Score -6.270479e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 53109 members 
Mstep: Class 7 contains 32946 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 13826 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 260595 members 
Mstep: Class 18 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62705984.000000 Penalty: 42149.128906
Iteration 21Q: 14 clusters Score -6.270598e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 53608 members 
Mstep: Class 7 contains 33118 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 11037 members 
Mstep: Class 10 contains 14255 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 260075 members 
Mstep: Class 18 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62706680.000000 Penalty: 42149.128906
Iteration 22Q: 14 clusters Score -6.270668e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 54019 members 
Mstep: Class 7 contains 33246 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 259693 members 
Mstep: Class 18 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707400.000000 Penalty: 42149.128906
Iteration 23Q: 14 clusters Score -6.27074e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 54344 members 
Mstep: Class 7 contains 33319 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 11046 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 259469 members 
Mstep: Class 18 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707600.000000 Penalty: 42149.128906
Iteration 24Q: 14 clusters Score -6.27076e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 54621 members 
Mstep: Class 7 contains 33378 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 15452 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 259343 members 
Mstep: Class 18 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707684.000000 Penalty: 42149.128906
Iteration 25Q: 14 clusters Score -6.270768e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 54864 members 
Mstep: Class 7 contains 33444 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 15778 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 259258 members 
Mstep: Class 18 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707932.000000 Penalty: 42149.128906
Iteration 26Q: 14 clusters Score -6.270793e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 55046 members 
Mstep: Class 7 contains 33475 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 11023 members 
Mstep: Class 10 contains 16091 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 259219 members 
Mstep: Class 18 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707968.000000 Penalty: 42149.128906
Iteration 27Q: 14 clusters Score -6.270797e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 55183 members 
Mstep: Class 7 contains 33534 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 11009 members 
Mstep: Class 10 contains 16415 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 259191 members 
Mstep: Class 18 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708064.000000 Penalty: 42149.128906
Iteration 28Q: 14 clusters Score -6.270806e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 1990 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 55315 members 
Mstep: Class 7 contains 33601 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 10989 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 259197 members 
Mstep: Class 18 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708116.000000 Penalty: 42149.128906
Iteration 29Q: 14 clusters Score -6.270812e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 55451 members 
Mstep: Class 7 contains 33664 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 17020 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 259200 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708192.000000 Penalty: 42149.128906
Iteration 30Q: 14 clusters Score -6.270819e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 55574 members 
Mstep: Class 7 contains 33719 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 10957 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 259223 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708348.000000 Penalty: 42149.128906
Iteration 31Q: 14 clusters Score -6.270835e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 4547 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 55679 members 
Mstep: Class 7 contains 33766 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 10936 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 259294 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708112.000000 Penalty: 42149.128906
Iteration 32Q: 14 clusters Score -6.270811e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 55776 members 
Mstep: Class 7 contains 33808 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 10926 members 
Mstep: Class 10 contains 17805 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 259380 members 
Mstep: Class 18 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708104.000000 Penalty: 42149.128906
Iteration 33Q: 14 clusters Score -6.27081e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 4551 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 55880 members 
Mstep: Class 7 contains 33846 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 10913 members 
Mstep: Class 10 contains 18027 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 259434 members 
Mstep: Class 18 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708260.000000 Penalty: 42149.128906
Iteration 34Q: 14 clusters Score -6.270826e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 55979 members 
Mstep: Class 7 contains 33877 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 10897 members 
Mstep: Class 10 contains 18220 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 259528 members 
Mstep: Class 18 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708236.000000 Penalty: 42149.128906
Iteration 35Q: 14 clusters Score -6.270824e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 56078 members 
Mstep: Class 7 contains 33902 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 18420 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 259591 members 
Mstep: Class 18 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708316.000000 Penalty: 42149.128906
Iteration 36Q: 14 clusters Score -6.270832e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 56169 members 
Mstep: Class 7 contains 33921 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 10876 members 
Mstep: Class 10 contains 18611 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 259670 members 
Mstep: Class 18 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708288.000000 Penalty: 42149.128906
Iteration 37Q: 14 clusters Score -6.270829e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 56270 members 
Mstep: Class 7 contains 33944 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 18805 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 259722 members 
Mstep: Class 18 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708284.000000 Penalty: 42149.128906
Iteration 38Q: 14 clusters Score -6.270828e+07 nChanged 728
Entering ConstructFrom: 
Score: -62708284.000000 Penalty: 42149.128906
Entering ConstructFrom: 
Trying to split cluster 1 (76584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Entering Unmasked Estep 
Score: -10280494.000000 Penalty: 2789.043457
	Iteration 0F: 2 clusters Score -1.028049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -10229066.000000 Penalty: 5578.086914
	Iteration 0F: 3 clusters Score -1.022907e+07 nChanged 36072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -10250368.000000 Penalty: 5578.086914
	Iteration 1F: 3 clusters Score -1.025037e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -10252907.000000 Penalty: 5578.086914
	Iteration 2F: 3 clusters Score -1.025291e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -10258081.000000 Penalty: 5578.086914
	Iteration 3F: 3 clusters Score -1.025808e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -10266014.000000 Penalty: 5578.086914
	Iteration 4F: 3 clusters Score -1.026601e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -10273765.000000 Penalty: 5578.086914
	Iteration 5F: 3 clusters Score -1.027376e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -10279732.000000 Penalty: 5578.086914
	Iteration 6F: 3 clusters Score -1.027973e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -10283798.000000 Penalty: 5578.086914
	Iteration 7F: 3 clusters Score -1.02838e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -10286740.000000 Penalty: 5578.086914
	Iteration 8Q: 3 clusters Score -1.028674e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -10289115.000000 Penalty: 5578.086914
	Iteration 9Q: 3 clusters Score -1.028912e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -10290686.000000 Penalty: 5578.086914
	Iteration 10Q: 3 clusters Score -1.029069e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -10291372.000000 Penalty: 5578.086914
	Iteration 11Q: 3 clusters Score -1.029137e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -10291720.000000 Penalty: 5578.086914
	Iteration 12Q: 3 clusters Score -1.029172e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -10291879.000000 Penalty: 5578.086914
	Iteration 13Q: 3 clusters Score -1.029188e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -10291934.000000 Penalty: 5578.086914
	Iteration 14Q: 3 clusters Score -1.029193e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -10292018.000000 Penalty: 5578.086914
	Iteration 15Q: 3 clusters Score -1.029202e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -10292016.000000 Penalty: 5578.086914
	Iteration 16Q: 3 clusters Score -1.029202e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -10292024.000000 Penalty: 5578.086914
	Iteration 17Q: 3 clusters Score -1.029202e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -10292072.000000 Penalty: 5578.086914
	Iteration 18Q: 3 clusters Score -1.029207e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -10292094.000000 Penalty: 5578.086914
	Iteration 19Q: 3 clusters Score -1.029209e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -10292106.000000 Penalty: 5578.086914
	Iteration 20F: 3 clusters Score -1.029211e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -10292111.000000 Penalty: 5578.086914
	Iteration 21Q: 3 clusters Score -1.029211e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -10292111.000000 Penalty: 5578.086914
	Iteration 22Q: 3 clusters Score -1.029211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -10292113.000000 Penalty: 5578.086914
	Iteration 23Q: 3 clusters Score -1.029211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -10292121.000000 Penalty: 5578.086914
	Iteration 24Q: 3 clusters Score -1.029212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -10292107.000000 Penalty: 5578.086914
	Iteration 25Q: 3 clusters Score -1.029211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -10292097.000000 Penalty: 5578.086914
	Iteration 26Q: 3 clusters Score -1.02921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -10292101.000000 Penalty: 5578.086914
	Iteration 27Q: 3 clusters Score -1.02921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -10292094.000000 Penalty: 5578.086914
	Iteration 28Q: 3 clusters Score -1.029209e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -10292094.000000 Penalty: 5578.086914
	Iteration 29Q: 3 clusters Score -1.029209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -10292084.000000 Penalty: 5578.086914
	Iteration 30Q: 3 clusters Score -1.029208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -10292109.000000 Penalty: 5578.086914
	Iteration 31Q: 3 clusters Score -1.029211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -10292105.000000 Penalty: 5578.086914
	Iteration 32Q: 3 clusters Score -1.02921e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -10292099.000000 Penalty: 5578.086914
	Iteration 33Q: 3 clusters Score -1.02921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -10292103.000000 Penalty: 5578.086914
	Iteration 34Q: 3 clusters Score -1.02921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -10292107.000000 Penalty: 5578.086914
	Iteration 35Q: 3 clusters Score -1.029211e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -10292094.000000 Penalty: 5578.086914
	Iteration 36Q: 3 clusters Score -1.029209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -10292107.000000 Penalty: 5578.086914
	Iteration 37Q: 3 clusters Score -1.029211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -10292109.000000 Penalty: 5578.086914
	Iteration 38Q: 3 clusters Score -1.029211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -10292139.000000 Penalty: 5578.086914
	Iteration 39Q: 3 clusters Score -1.029214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -10292129.000000 Penalty: 5578.086914
	Iteration 40F: 3 clusters Score -1.029213e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -10292135.000000 Penalty: 5578.086914
	Iteration 41Q: 3 clusters Score -1.029214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -10292134.000000 Penalty: 5578.086914
	Iteration 42Q: 3 clusters Score -1.029213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -10292137.000000 Penalty: 5578.086914
	Iteration 43Q: 3 clusters Score -1.029214e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -10292145.000000 Penalty: 5578.086914
	Iteration 44Q: 3 clusters Score -1.029214e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -10292130.000000 Penalty: 5578.086914
	Iteration 45Q: 3 clusters Score -1.029213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -10292158.000000 Penalty: 5578.086914
	Iteration 46Q: 3 clusters Score -1.029216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -10292172.000000 Penalty: 5578.086914
	Iteration 47Q: 3 clusters Score -1.029217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -10292186.000000 Penalty: 5578.086914
	Iteration 48Q: 3 clusters Score -1.029219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -10292172.000000 Penalty: 5578.086914
	Iteration 49Q: 3 clusters Score -1.029217e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -10292217.000000 Penalty: 5578.086914
	Iteration 50Q: 3 clusters Score -1.029222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -10292197.000000 Penalty: 5578.086914
	Iteration 51Q: 3 clusters Score -1.02922e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -10292197.000000 Penalty: 5578.086914
	Iteration 52Q: 3 clusters Score -1.02922e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -10292193.000000 Penalty: 5578.086914
	Iteration 53Q: 3 clusters Score -1.029219e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -10292207.000000 Penalty: 5578.086914
	Iteration 54Q: 3 clusters Score -1.029221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -10292218.000000 Penalty: 5578.086914
	Iteration 55Q: 3 clusters Score -1.029222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -10292232.000000 Penalty: 5578.086914
	Iteration 56Q: 3 clusters Score -1.029223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -10292216.000000 Penalty: 5578.086914
	Iteration 57Q: 3 clusters Score -1.029222e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -10292213.000000 Penalty: 5578.086914
	Iteration 58Q: 3 clusters Score -1.029221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -10292223.000000 Penalty: 5578.086914
	Iteration 59Q: 3 clusters Score -1.029222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -10292218.000000 Penalty: 5578.086914
	Iteration 60F: 3 clusters Score -1.029222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -10292220.000000 Penalty: 5578.086914
	Iteration 61Q: 3 clusters Score -1.029222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -10292221.000000 Penalty: 5578.086914
	Iteration 62Q: 3 clusters Score -1.029222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -10292211.000000 Penalty: 5578.086914
	Iteration 63Q: 3 clusters Score -1.029221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -10292206.000000 Penalty: 5578.086914
	Iteration 64Q: 3 clusters Score -1.029221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -10292210.000000 Penalty: 5578.086914
	Iteration 65Q: 3 clusters Score -1.029221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -10292219.000000 Penalty: 5578.086914
	Iteration 66Q: 3 clusters Score -1.029222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -10292208.000000 Penalty: 5578.086914
	Iteration 67Q: 3 clusters Score -1.029221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -10292220.000000 Penalty: 5578.086914
	Iteration 68Q: 3 clusters Score -1.029222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -10292221.000000 Penalty: 5578.086914
	Iteration 69Q: 3 clusters Score -1.029222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -10292231.000000 Penalty: 5578.086914
	Iteration 70Q: 3 clusters Score -1.029223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -10292245.000000 Penalty: 5578.086914
	Iteration 71Q: 3 clusters Score -1.029224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -10292234.000000 Penalty: 5578.086914
	Iteration 72Q: 3 clusters Score -1.029223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -10292236.000000 Penalty: 5578.086914
	Iteration 73Q: 3 clusters Score -1.029224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -10292236.000000 Penalty: 5578.086914
	Iteration 74Q: 3 clusters Score -1.029224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -10292238.000000 Penalty: 5578.086914
	Iteration 75Q: 3 clusters Score -1.029224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -10292220.000000 Penalty: 5578.086914
	Iteration 76Q: 3 clusters Score -1.029222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -10292230.000000 Penalty: 5578.086914
	Iteration 77Q: 3 clusters Score -1.029223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -10292217.000000 Penalty: 5578.086914
	Iteration 78Q: 3 clusters Score -1.029222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -10292223.000000 Penalty: 5578.086914
	Iteration 79Q: 3 clusters Score -1.029222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -10292220.000000 Penalty: 5578.086914
	Iteration 80F: 3 clusters Score -1.029222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -10292223.000000 Penalty: 5578.086914
	Iteration 81Q: 3 clusters Score -1.029222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -10292223.000000 Penalty: 5578.086914
	Iteration 82F: 3 clusters Score -1.029222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 56366 members 
Mstep: Class 7 contains 33965 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 259736 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
Score: -62719836.000000 Penalty: 45391.371094
Splitting cluster 1 changes total score from -62708284.000000 to -62719836.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -36035.007812 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -36035.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34899.226562 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -34899.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35465.796875 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -35465.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35728.960938 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -35728.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35844.203125 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -35844.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35908.242188 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -35908.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35950.867188 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -35950.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35985.054688 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -35985.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36026.027344 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36026.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36078.863281 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36078.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36172.128906 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -36172.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36209.835938 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -36209.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36233.671875 Penalty: 2943.707520
	Iteration 11Q: 3 clusters Score -36233.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36234.882812 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -36234.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36234.882812 Penalty: 2943.707520
	Iteration 13F: 3 clusters Score -36234.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 159 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 56366 members 
Mstep: Class 7 contains 33965 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 219 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 259736 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
Score: -62718244.000000 Penalty: 48633.609375
Splitting cluster 2 changes total score from -62708284.000000 to -62718244.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -260288.656250 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -260288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -257647.531250 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -257647.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258240.875000 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -258240.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -258504.046875 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -258504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -258676.062500 Penalty: 3777.920898
	Iteration 3F: 3 clusters Score -258676.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -258807.468750 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -258807.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -258910.890625 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -258910.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258987.125000 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -258987.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -259042.453125 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -259042.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -259073.812500 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -259073.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -259106.062500 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -259106.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -259129.500000 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -259129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -259149.546875 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -259149.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259163.515625 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -259163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259173.937500 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -259173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259181.140625 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -259181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -259186.656250 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -259186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259188.718750 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -259188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259190.843750 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -259190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259191.828125 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -259191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259193.078125 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -259193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259193.078125 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -259193.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -585397.812500 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -585397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -581189.250000 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -581189.2 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -582334.937500 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -582334.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -582641.750000 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -582641.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -582809.062500 Penalty: 4179.924805
	Iteration 3F: 3 clusters Score -582809.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -582922.875000 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -582922.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -583008.937500 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -583008.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -583079.750000 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -583079.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -583137.000000 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -583137 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -583194.000000 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -583194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -583243.937500 Penalty: 4179.924805
	Iteration 9Q: 3 clusters Score -583243.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -583275.937500 Penalty: 4179.924805
	Iteration 10Q: 3 clusters Score -583275.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -583303.187500 Penalty: 4179.924805
	Iteration 11Q: 3 clusters Score -583303.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -583333.687500 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -583333.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -583362.937500 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -583362.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -583388.062500 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -583388.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -583408.500000 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -583408.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -583429.750000 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -583429.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -583444.187500 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -583444.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -583451.250000 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -583451.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -583457.187500 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -583457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -583459.250000 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -583459.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -583463.062500 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -583463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -583466.375000 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -583466.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -583471.062500 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -583471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -583476.062500 Penalty: 4179.924805
	Iteration 24Q: 3 clusters Score -583476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -583479.750000 Penalty: 4179.924805
	Iteration 25Q: 3 clusters Score -583479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -583483.000000 Penalty: 4179.924805
	Iteration 26Q: 3 clusters Score -583483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -583488.750000 Penalty: 4179.924805
	Iteration 27Q: 3 clusters Score -583488.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -583494.187500 Penalty: 4179.924805
	Iteration 28Q: 3 clusters Score -583494.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -583503.062500 Penalty: 4179.924805
	Iteration 29Q: 3 clusters Score -583503.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -583513.375000 Penalty: 4179.924805
	Iteration 30Q: 3 clusters Score -583513.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -583521.375000 Penalty: 4179.924805
	Iteration 31Q: 3 clusters Score -583521.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -583526.625000 Penalty: 4179.924805
	Iteration 32Q: 3 clusters Score -583526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -583533.625000 Penalty: 4179.924805
	Iteration 33Q: 3 clusters Score -583533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -583538.687500 Penalty: 4179.924805
	Iteration 34Q: 3 clusters Score -583538.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -583543.437500 Penalty: 4179.924805
	Iteration 35Q: 3 clusters Score -583543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -583544.250000 Penalty: 4179.924805
	Iteration 36Q: 3 clusters Score -583544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -583546.250000 Penalty: 4179.924805
	Iteration 37Q: 3 clusters Score -583546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -583548.937500 Penalty: 4179.924805
	Iteration 38Q: 3 clusters Score -583548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -583551.812500 Penalty: 4179.924805
	Iteration 39Q: 3 clusters Score -583551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -583553.750000 Penalty: 4179.924805
	Iteration 40F: 3 clusters Score -583553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -583555.187500 Penalty: 4179.924805
	Iteration 41Q: 3 clusters Score -583555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -583555.187500 Penalty: 4179.924805
	Iteration 42Q: 3 clusters Score -583555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -583556.562500 Penalty: 4179.924805
	Iteration 43Q: 3 clusters Score -583556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -583559.000000 Penalty: 4179.924805
	Iteration 44Q: 3 clusters Score -583559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -583559.000000 Penalty: 4179.924805
	Iteration 45Q: 3 clusters Score -583559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -583559.625000 Penalty: 4179.924805
	Iteration 46Q: 3 clusters Score -583559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -583560.687500 Penalty: 4179.924805
	Iteration 47Q: 3 clusters Score -583560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -583562.375000 Penalty: 4179.924805
	Iteration 48Q: 3 clusters Score -583562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -583564.750000 Penalty: 4179.924805
	Iteration 49Q: 3 clusters Score -583564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -583567.375000 Penalty: 4179.924805
	Iteration 50Q: 3 clusters Score -583567.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -583571.812500 Penalty: 4179.924805
	Iteration 51Q: 3 clusters Score -583571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -583573.062500 Penalty: 4179.924805
	Iteration 52Q: 3 clusters Score -583573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -583574.812500 Penalty: 4179.924805
	Iteration 53Q: 3 clusters Score -583574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -583577.250000 Penalty: 4179.924805
	Iteration 54Q: 3 clusters Score -583577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -583577.562500 Penalty: 4179.924805
	Iteration 55Q: 3 clusters Score -583577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -583577.812500 Penalty: 4179.924805
	Iteration 56Q: 3 clusters Score -583577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -583578.562500 Penalty: 4179.924805
	Iteration 57Q: 3 clusters Score -583578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -583580.312500 Penalty: 4179.924805
	Iteration 58Q: 3 clusters Score -583580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -583580.812500 Penalty: 4179.924805
	Iteration 59Q: 3 clusters Score -583580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -583581.750000 Penalty: 4179.924805
	Iteration 60F: 3 clusters Score -583581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -583582.125000 Penalty: 4179.924805
	Iteration 61Q: 3 clusters Score -583582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -583584.750000 Penalty: 4179.924805
	Iteration 62Q: 3 clusters Score -583584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -583586.625000 Penalty: 4179.924805
	Iteration 63Q: 3 clusters Score -583586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -583587.000000 Penalty: 4179.924805
	Iteration 64Q: 3 clusters Score -583587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -583587.250000 Penalty: 4179.924805
	Iteration 65Q: 3 clusters Score -583587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -583588.875000 Penalty: 4179.924805
	Iteration 66Q: 3 clusters Score -583588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -583589.562500 Penalty: 4179.924805
	Iteration 67Q: 3 clusters Score -583589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -583588.687500 Penalty: 4179.924805
	Iteration 68Q: 3 clusters Score -583588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -583591.187500 Penalty: 4179.924805
	Iteration 69Q: 3 clusters Score -583591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -583592.125000 Penalty: 4179.924805
	Iteration 70Q: 3 clusters Score -583592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -583594.187500 Penalty: 4179.924805
	Iteration 71Q: 3 clusters Score -583594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -583594.312500 Penalty: 4179.924805
	Iteration 72Q: 3 clusters Score -583594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -583594.125000 Penalty: 4179.924805
	Iteration 73Q: 3 clusters Score -583594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -583596.375000 Penalty: 4179.924805
	Iteration 74Q: 3 clusters Score -583596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -583597.000000 Penalty: 4179.924805
	Iteration 75Q: 3 clusters Score -583597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -583596.187500 Penalty: 4179.924805
	Iteration 76Q: 3 clusters Score -583596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -583596.437500 Penalty: 4179.924805
	Iteration 77Q: 3 clusters Score -583596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -583596.812500 Penalty: 4179.924805
	Iteration 78Q: 3 clusters Score -583596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -583598.375000 Penalty: 4179.924805
	Iteration 79Q: 3 clusters Score -583598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -583599.875000 Penalty: 4179.924805
	Iteration 80F: 3 clusters Score -583599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -583599.375000 Penalty: 4179.924805
	Iteration 81Q: 3 clusters Score -583599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -583599.625000 Penalty: 4179.924805
	Iteration 82Q: 3 clusters Score -583599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -583599.625000 Penalty: 4179.924805
	Iteration 83F: 3 clusters Score -583599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -258450.234375 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -258450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -255743.828125 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -255743.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258591.265625 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -258591.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -261421.875000 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -261421.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -263854.156250 Penalty: 3884.678955
	Iteration 3F: 3 clusters Score -263854.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -265766.656250 Penalty: 3884.678955
	Iteration 4F: 3 clusters Score -265766.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -266622.062500 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -266622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -266715.531250 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -266715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -266773.187500 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -266773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -266815.281250 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -266815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -267076.312500 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -267076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -267287.937500 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -267287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -267293.968750 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -267294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -267293.968750 Penalty: 3884.678955
	Iteration 12F: 3 clusters Score -267294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 159 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 56366 members 
Mstep: Class 7 contains 33965 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 219 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 259736 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
Score: -62725752.000000 Penalty: 51875.851562
Splitting cluster 5 changes total score from -62708284.000000 to -62725752.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (56366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Entering Unmasked Estep 
Score: -7418399.500000 Penalty: 2713.025879
	Iteration 0F: 2 clusters Score -7418400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -7380667.000000 Penalty: 5426.051758
	Iteration 0F: 3 clusters Score -7380667 nChanged 26053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -7394997.500000 Penalty: 5426.051758
	Iteration 1F: 3 clusters Score -7394998 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7395478.000000 Penalty: 5426.051758
	Iteration 2Q: 3 clusters Score -7395478 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -7396015.500000 Penalty: 5426.051758
	Iteration 3Q: 3 clusters Score -7396016 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -7396603.000000 Penalty: 5426.051758
	Iteration 4Q: 3 clusters Score -7396603 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -7397286.500000 Penalty: 5426.051758
	Iteration 5Q: 3 clusters Score -7397286 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -7398238.500000 Penalty: 5426.051758
	Iteration 6Q: 3 clusters Score -7398238 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -7399599.000000 Penalty: 5426.051758
	Iteration 7F: 3 clusters Score -7399599 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -7401549.500000 Penalty: 5426.051758
	Iteration 8F: 3 clusters Score -7401550 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -7403879.500000 Penalty: 5426.051758
	Iteration 9F: 3 clusters Score -7403880 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -7406379.500000 Penalty: 5426.051758
	Iteration 10F: 3 clusters Score -7406380 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -7408761.000000 Penalty: 5426.051758
	Iteration 11F: 3 clusters Score -7408761 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -7410811.500000 Penalty: 5426.051758
	Iteration 12Q: 3 clusters Score -7410812 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7412848.000000 Penalty: 5426.051758
	Iteration 13Q: 3 clusters Score -7412848 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7414428.000000 Penalty: 5426.051758
	Iteration 14Q: 3 clusters Score -7414428 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7415384.500000 Penalty: 5426.051758
	Iteration 15Q: 3 clusters Score -7415384 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7415750.500000 Penalty: 5426.051758
	Iteration 16Q: 3 clusters Score -7415750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7415932.000000 Penalty: 5426.051758
	Iteration 17Q: 3 clusters Score -7415932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7415986.000000 Penalty: 5426.051758
	Iteration 18Q: 3 clusters Score -7415986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7416026.500000 Penalty: 5426.051758
	Iteration 19Q: 3 clusters Score -7416026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7416041.500000 Penalty: 5426.051758
	Iteration 20F: 3 clusters Score -7416042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7416058.000000 Penalty: 5426.051758
	Iteration 21Q: 3 clusters Score -7416058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7416066.500000 Penalty: 5426.051758
	Iteration 22Q: 3 clusters Score -7416066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7416065.500000 Penalty: 5426.051758
	Iteration 23Q: 3 clusters Score -7416066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7416068.500000 Penalty: 5426.051758
	Iteration 24Q: 3 clusters Score -7416068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7416081.500000 Penalty: 5426.051758
	Iteration 25Q: 3 clusters Score -7416082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7416084.000000 Penalty: 5426.051758
	Iteration 26Q: 3 clusters Score -7416084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7416096.500000 Penalty: 5426.051758
	Iteration 27Q: 3 clusters Score -7416096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7416102.500000 Penalty: 5426.051758
	Iteration 28Q: 3 clusters Score -7416102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7416108.500000 Penalty: 5426.051758
	Iteration 29Q: 3 clusters Score -7416108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7416114.000000 Penalty: 5426.051758
	Iteration 30Q: 3 clusters Score -7416114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7416113.500000 Penalty: 5426.051758
	Iteration 31Q: 3 clusters Score -7416114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7416113.000000 Penalty: 5426.051758
	Iteration 32Q: 3 clusters Score -7416113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7416115.500000 Penalty: 5426.051758
	Iteration 33Q: 3 clusters Score -7416116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7416115.500000 Penalty: 5426.051758
	Iteration 34F: 3 clusters Score -7416116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Entering Unmasked Estep 
Score: -4631133.000000 Penalty: 2587.405273
	Iteration 0F: 2 clusters Score -4631133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4607984.000000 Penalty: 5174.810547
	Iteration 0F: 3 clusters Score -4607984 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4616350.000000 Penalty: 5174.810547
	Iteration 1F: 3 clusters Score -4616350 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4616831.500000 Penalty: 5174.810547
	Iteration 2Q: 3 clusters Score -4616832 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4617302.500000 Penalty: 5174.810547
	Iteration 3Q: 3 clusters Score -4617302 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4617804.000000 Penalty: 5174.810547
	Iteration 4Q: 3 clusters Score -4617804 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4618411.000000 Penalty: 5174.810547
	Iteration 5Q: 3 clusters Score -4618411 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4619158.500000 Penalty: 5174.810547
	Iteration 6Q: 3 clusters Score -4619158 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4620202.000000 Penalty: 5174.810547
	Iteration 7F: 3 clusters Score -4620202 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -4621518.000000 Penalty: 5174.810547
	Iteration 8F: 3 clusters Score -4621518 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4623117.500000 Penalty: 5174.810547
	Iteration 9F: 3 clusters Score -4623118 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4624952.500000 Penalty: 5174.810547
	Iteration 10F: 3 clusters Score -4624952 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4626727.000000 Penalty: 5174.810547
	Iteration 11F: 3 clusters Score -4626727 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4627891.000000 Penalty: 5174.810547
	Iteration 12Q: 3 clusters Score -4627891 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4628465.000000 Penalty: 5174.810547
	Iteration 13Q: 3 clusters Score -4628465 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4628712.500000 Penalty: 5174.810547
	Iteration 14Q: 3 clusters Score -4628712 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4628864.000000 Penalty: 5174.810547
	Iteration 15Q: 3 clusters Score -4628864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4628997.500000 Penalty: 5174.810547
	Iteration 16Q: 3 clusters Score -4628998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4629050.000000 Penalty: 5174.810547
	Iteration 17Q: 3 clusters Score -4629050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4629089.000000 Penalty: 5174.810547
	Iteration 18Q: 3 clusters Score -4629089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4629117.500000 Penalty: 5174.810547
	Iteration 19Q: 3 clusters Score -4629118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4629146.500000 Penalty: 5174.810547
	Iteration 20F: 3 clusters Score -4629146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4629161.500000 Penalty: 5174.810547
	Iteration 21Q: 3 clusters Score -4629162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4629176.500000 Penalty: 5174.810547
	Iteration 22Q: 3 clusters Score -4629176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4629174.000000 Penalty: 5174.810547
	Iteration 23Q: 3 clusters Score -4629174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4629176.500000 Penalty: 5174.810547
	Iteration 24Q: 3 clusters Score -4629176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4629183.500000 Penalty: 5174.810547
	Iteration 25Q: 3 clusters Score -4629184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4629186.500000 Penalty: 5174.810547
	Iteration 26Q: 3 clusters Score -4629186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4629190.000000 Penalty: 5174.810547
	Iteration 27Q: 3 clusters Score -4629190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4629188.500000 Penalty: 5174.810547
	Iteration 28Q: 3 clusters Score -4629188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4629188.500000 Penalty: 5174.810547
	Iteration 29F: 3 clusters Score -4629188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -254198.515625 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -254198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -251604.546875 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -251604.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252092.218750 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -252092.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252236.109375 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -252236.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -252299.375000 Penalty: 3767.062744
	Iteration 3Q: 3 clusters Score -252299.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -252332.953125 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -252333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -252359.734375 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -252359.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -252384.500000 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -252384.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -252408.796875 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -252408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -252418.046875 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -252418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -252423.562500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -252423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -252427.750000 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -252427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -252430.109375 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -252430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -252436.546875 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -252436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -252439.859375 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -252439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -252440.984375 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -252441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -252442.031250 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -252442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252443.500000 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -252443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252445.265625 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -252445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -252448.015625 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -252448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252449.171875 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -252449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252450.875000 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -252450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -252452.078125 Penalty: 3767.062744
	Iteration 21Q: 3 clusters Score -252452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252452.453125 Penalty: 3767.062744
	Iteration 22Q: 3 clusters Score -252452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252453.062500 Penalty: 3767.062744
	Iteration 23Q: 3 clusters Score -252453.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252453.062500 Penalty: 3767.062744
	Iteration 24F: 3 clusters Score -252453.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Entering Unmasked Estep 
Score: -1453914.750000 Penalty: 2304.144775
	Iteration 0F: 2 clusters Score -1453915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1445729.250000 Penalty: 4608.289551
	Iteration 0F: 3 clusters Score -1445729 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1448100.750000 Penalty: 4608.289551
	Iteration 1F: 3 clusters Score -1448101 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1448528.375000 Penalty: 4608.289551
	Iteration 2F: 3 clusters Score -1448528 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1448959.875000 Penalty: 4608.289551
	Iteration 3F: 3 clusters Score -1448960 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1449466.250000 Penalty: 4608.289551
	Iteration 4F: 3 clusters Score -1449466 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1449992.125000 Penalty: 4608.289551
	Iteration 5F: 3 clusters Score -1449992 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1450593.375000 Penalty: 4608.289551
	Iteration 6F: 3 clusters Score -1450593 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1451141.125000 Penalty: 4608.289551
	Iteration 7F: 3 clusters Score -1451141 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1451627.750000 Penalty: 4608.289551
	Iteration 8Q: 3 clusters Score -1451628 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1452001.375000 Penalty: 4608.289551
	Iteration 9Q: 3 clusters Score -1452001 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1452214.875000 Penalty: 4608.289551
	Iteration 10Q: 3 clusters Score -1452215 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1452332.250000 Penalty: 4608.289551
	Iteration 11Q: 3 clusters Score -1452332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1452392.000000 Penalty: 4608.289551
	Iteration 12Q: 3 clusters Score -1452392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1452418.750000 Penalty: 4608.289551
	Iteration 13Q: 3 clusters Score -1452419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1452436.750000 Penalty: 4608.289551
	Iteration 14Q: 3 clusters Score -1452437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1452452.125000 Penalty: 4608.289551
	Iteration 15Q: 3 clusters Score -1452452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1452463.875000 Penalty: 4608.289551
	Iteration 16Q: 3 clusters Score -1452464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1452472.875000 Penalty: 4608.289551
	Iteration 17Q: 3 clusters Score -1452473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1452482.125000 Penalty: 4608.289551
	Iteration 18Q: 3 clusters Score -1452482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1452490.375000 Penalty: 4608.289551
	Iteration 19Q: 3 clusters Score -1452490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1452493.625000 Penalty: 4608.289551
	Iteration 20F: 3 clusters Score -1452494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1452498.500000 Penalty: 4608.289551
	Iteration 21Q: 3 clusters Score -1452498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1452500.000000 Penalty: 4608.289551
	Iteration 22Q: 3 clusters Score -1452500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1452506.750000 Penalty: 4608.289551
	Iteration 23Q: 3 clusters Score -1452507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1452508.000000 Penalty: 4608.289551
	Iteration 24Q: 3 clusters Score -1452508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1452510.125000 Penalty: 4608.289551
	Iteration 25Q: 3 clusters Score -1452510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1452513.125000 Penalty: 4608.289551
	Iteration 26Q: 3 clusters Score -1452513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1452514.250000 Penalty: 4608.289551
	Iteration 27Q: 3 clusters Score -1452514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1452514.625000 Penalty: 4608.289551
	Iteration 28Q: 3 clusters Score -1452515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1452514.500000 Penalty: 4608.289551
	Iteration 29Q: 3 clusters Score -1452514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1452517.000000 Penalty: 4608.289551
	Iteration 30Q: 3 clusters Score -1452517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1452517.000000 Penalty: 4608.289551
	Iteration 31F: 3 clusters Score -1452517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -2550717.500000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -2550718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2537253.750000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -2537254 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2542203.000000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -2542203 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2543308.500000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -2543308 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2544517.250000 Penalty: 4886.949219
	Iteration 3F: 3 clusters Score -2544517 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2545800.500000 Penalty: 4886.949219
	Iteration 4F: 3 clusters Score -2545800 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2547055.250000 Penalty: 4886.949219
	Iteration 5F: 3 clusters Score -2547055 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2548181.750000 Penalty: 4886.949219
	Iteration 6F: 3 clusters Score -2548182 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2549014.250000 Penalty: 4886.949219
	Iteration 7F: 3 clusters Score -2549014 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2549617.750000 Penalty: 4886.949219
	Iteration 8Q: 3 clusters Score -2549618 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2549978.500000 Penalty: 4886.949219
	Iteration 9Q: 3 clusters Score -2549978 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2550236.500000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -2550236 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2550404.750000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -2550405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2550498.500000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -2550498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2550557.000000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -2550557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2550595.750000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -2550596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2550624.250000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -2550624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2550648.500000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -2550648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2550655.250000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -2550655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2550670.000000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -2550670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2550668.500000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -2550668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2550668.250000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -2550668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2550671.000000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -2550671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2550671.500000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -2550672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2550673.750000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -2550674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2550675.000000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -2550675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2550678.750000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -2550679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2550673.000000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -2550673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2550673.000000 Penalty: 4886.949219
	Iteration 27F: 3 clusters Score -2550673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -631006.812500 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -631006.8 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 2417 members 
Entering Unmasked Estep 
Score: -626582.437500 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -626582.4 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -627998.187500 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -627998.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -628765.250000 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -628765.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -629527.812500 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -629527.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -630106.875000 Penalty: 4217.937012
	Iteration 4F: 3 clusters Score -630106.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -630450.125000 Penalty: 4217.937012
	Iteration 5F: 3 clusters Score -630450.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -630612.937500 Penalty: 4217.937012
	Iteration 6Q: 3 clusters Score -630612.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -630686.875000 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -630686.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -630722.437500 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -630722.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -630743.062500 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -630743.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -630762.687500 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -630762.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -630772.562500 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -630772.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -630782.750000 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -630782.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -630791.500000 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -630791.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -630797.375000 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -630797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -630804.562500 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -630804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -630807.937500 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -630807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -630809.375000 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -630809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -630811.562500 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -630811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -630811.562500 Penalty: 4217.937012
	Iteration 19F: 3 clusters Score -630811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (259736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259736 members 
Entering Unmasked Estep 
Score: -34661516.000000 Penalty: 3091.920410
	Iteration 0F: 2 clusters Score -3.466152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 130027 members 
Entering Unmasked Estep 
Score: -34556448.000000 Penalty: 6183.840820
	Iteration 0F: 3 clusters Score -3.455645e+07 nChanged 125882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131349 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -34631012.000000 Penalty: 6183.840820
	Iteration 1F: 3 clusters Score -3.463101e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -34632420.000000 Penalty: 6183.840820
	Iteration 2Q: 3 clusters Score -3.463242e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132775 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -34634288.000000 Penalty: 6183.840820
	Iteration 3Q: 3 clusters Score -3.463429e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 126254 members 
Entering Unmasked Estep 
Score: -34636436.000000 Penalty: 6183.840820
	Iteration 4Q: 3 clusters Score -3.463644e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -34638784.000000 Penalty: 6183.840820
	Iteration 5Q: 3 clusters Score -3.463878e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -34641908.000000 Penalty: 6183.840820
	Iteration 6Q: 3 clusters Score -3.464191e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 125954 members 
Entering Unmasked Estep 
Score: -34645496.000000 Penalty: 6183.840820
	Iteration 7Q: 3 clusters Score -3.46455e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Mstep: Class 2 contains 127490 members 
Entering Unmasked Estep 
Score: -34650072.000000 Penalty: 6183.840820
	Iteration 8Q: 3 clusters Score -3.465007e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 130206 members 
Entering Unmasked Estep 
Score: -34655664.000000 Penalty: 6183.840820
	Iteration 9F: 3 clusters Score -3.465566e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125848 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -34663508.000000 Penalty: 6183.840820
	Iteration 10F: 3 clusters Score -3.466351e+07 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -34672720.000000 Penalty: 6183.840820
	Iteration 11F: 3 clusters Score -3.467272e+07 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -34679440.000000 Penalty: 6183.840820
	Iteration 12F: 3 clusters Score -3.467944e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 144743 members 
Entering Unmasked Estep 
Score: -34682564.000000 Penalty: 6183.840820
	Iteration 13Q: 3 clusters Score -3.468256e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -34683248.000000 Penalty: 6183.840820
	Iteration 14Q: 3 clusters Score -3.468325e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 149319 members 
Entering Unmasked Estep 
Score: -34683624.000000 Penalty: 6183.840820
	Iteration 15Q: 3 clusters Score -3.468362e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -34683496.000000 Penalty: 6183.840820
	Iteration 16Q: 3 clusters Score -3.46835e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -34683548.000000 Penalty: 6183.840820
	Iteration 17Q: 3 clusters Score -3.468355e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -34683560.000000 Penalty: 6183.840820
	Iteration 18Q: 3 clusters Score -3.468356e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -34683488.000000 Penalty: 6183.840820
	Iteration 19Q: 3 clusters Score -3.468349e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 154860 members 
Entering Unmasked Estep 
Score: -34683436.000000 Penalty: 6183.840820
	Iteration 20F: 3 clusters Score -3.468344e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -34683116.000000 Penalty: 6183.840820
	Iteration 21Q: 3 clusters Score -3.468312e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -34682948.000000 Penalty: 6183.840820
	Iteration 22Q: 3 clusters Score -3.468295e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -34682800.000000 Penalty: 6183.840820
	Iteration 23Q: 3 clusters Score -3.46828e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -34682528.000000 Penalty: 6183.840820
	Iteration 24Q: 3 clusters Score -3.468253e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -34682500.000000 Penalty: 6183.840820
	Iteration 25Q: 3 clusters Score -3.46825e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -34682276.000000 Penalty: 6183.840820
	Iteration 26Q: 3 clusters Score -3.468228e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107796 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -34682120.000000 Penalty: 6183.840820
	Iteration 27Q: 3 clusters Score -3.468212e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108382 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -34681896.000000 Penalty: 6183.840820
	Iteration 28Q: 3 clusters Score -3.46819e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 150770 members 
Entering Unmasked Estep 
Score: -34681756.000000 Penalty: 6183.840820
	Iteration 29Q: 3 clusters Score -3.468176e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -34681488.000000 Penalty: 6183.840820
	Iteration 30Q: 3 clusters Score -3.468149e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -34681448.000000 Penalty: 6183.840820
	Iteration 31Q: 3 clusters Score -3.468145e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -34681196.000000 Penalty: 6183.840820
	Iteration 32Q: 3 clusters Score -3.46812e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -34681024.000000 Penalty: 6183.840820
	Iteration 33Q: 3 clusters Score -3.468102e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -34680888.000000 Penalty: 6183.840820
	Iteration 34Q: 3 clusters Score -3.468089e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -34680680.000000 Penalty: 6183.840820
	Iteration 35Q: 3 clusters Score -3.468068e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -34680520.000000 Penalty: 6183.840820
	Iteration 36Q: 3 clusters Score -3.468052e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113229 members 
Mstep: Class 2 contains 146507 members 
Entering Unmasked Estep 
Score: -34680292.000000 Penalty: 6183.840820
	Iteration 37Q: 3 clusters Score -3.468029e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 145994 members 
Entering Unmasked Estep 
Score: -34680240.000000 Penalty: 6183.840820
	Iteration 38Q: 3 clusters Score -3.468024e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Mstep: Class 2 contains 145538 members 
Entering Unmasked Estep 
Score: -34680016.000000 Penalty: 6183.840820
	Iteration 39Q: 3 clusters Score -3.468002e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -34679888.000000 Penalty: 6183.840820
	Iteration 40F: 3 clusters Score -3.467989e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 144634 members 
Entering Unmasked Estep 
Score: -34679884.000000 Penalty: 6183.840820
	Iteration 41Q: 3 clusters Score -3.467988e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -34679788.000000 Penalty: 6183.840820
	Iteration 42Q: 3 clusters Score -3.467979e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -34679716.000000 Penalty: 6183.840820
	Iteration 43Q: 3 clusters Score -3.467972e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 143503 members 
Entering Unmasked Estep 
Score: -34679548.000000 Penalty: 6183.840820
	Iteration 44Q: 3 clusters Score -3.467955e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -34679524.000000 Penalty: 6183.840820
	Iteration 45Q: 3 clusters Score -3.467952e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 142872 members 
Entering Unmasked Estep 
Score: -34679448.000000 Penalty: 6183.840820
	Iteration 46Q: 3 clusters Score -3.467945e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -34679220.000000 Penalty: 6183.840820
	Iteration 47Q: 3 clusters Score -3.467922e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -34679112.000000 Penalty: 6183.840820
	Iteration 48Q: 3 clusters Score -3.467911e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 142143 members 
Entering Unmasked Estep 
Score: -34679024.000000 Penalty: 6183.840820
	Iteration 49Q: 3 clusters Score -3.467902e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 141904 members 
Entering Unmasked Estep 
Score: -34678796.000000 Penalty: 6183.840820
	Iteration 50Q: 3 clusters Score -3.46788e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -34678744.000000 Penalty: 6183.840820
	Iteration 51Q: 3 clusters Score -3.467874e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 141539 members 
Entering Unmasked Estep 
Score: -34678768.000000 Penalty: 6183.840820
	Iteration 52Q: 3 clusters Score -3.467877e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 141417 members 
Entering Unmasked Estep 
Score: -34678732.000000 Penalty: 6183.840820
	Iteration 53Q: 3 clusters Score -3.467873e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 141303 members 
Entering Unmasked Estep 
Score: -34678596.000000 Penalty: 6183.840820
	Iteration 54Q: 3 clusters Score -3.46786e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 141162 members 
Entering Unmasked Estep 
Score: -34678460.000000 Penalty: 6183.840820
	Iteration 55Q: 3 clusters Score -3.467846e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -34678416.000000 Penalty: 6183.840820
	Iteration 56Q: 3 clusters Score -3.467842e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -34678416.000000 Penalty: 6183.840820
	Iteration 57Q: 3 clusters Score -3.467842e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 140903 members 
Entering Unmasked Estep 
Score: -34678248.000000 Penalty: 6183.840820
	Iteration 58Q: 3 clusters Score -3.467825e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 140818 members 
Entering Unmasked Estep 
Score: -34678140.000000 Penalty: 6183.840820
	Iteration 59Q: 3 clusters Score -3.467814e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -34678052.000000 Penalty: 6183.840820
	Iteration 60F: 3 clusters Score -3.467805e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 140634 members 
Entering Unmasked Estep 
Score: -34677984.000000 Penalty: 6183.840820
	Iteration 61Q: 3 clusters Score -3.467798e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -34678000.000000 Penalty: 6183.840820
	Iteration 62Q: 3 clusters Score -3.4678e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 140462 members 
Entering Unmasked Estep 
Score: -34678012.000000 Penalty: 6183.840820
	Iteration 63Q: 3 clusters Score -3.467801e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -34678020.000000 Penalty: 6183.840820
	Iteration 64Q: 3 clusters Score -3.467802e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 140298 members 
Entering Unmasked Estep 
Score: -34677896.000000 Penalty: 6183.840820
	Iteration 65Q: 3 clusters Score -3.46779e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119539 members 
Mstep: Class 2 contains 140197 members 
Entering Unmasked Estep 
Score: -34677860.000000 Penalty: 6183.840820
	Iteration 66Q: 3 clusters Score -3.467786e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -34677804.000000 Penalty: 6183.840820
	Iteration 67Q: 3 clusters Score -3.46778e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 140047 members 
Entering Unmasked Estep 
Score: -34677836.000000 Penalty: 6183.840820
	Iteration 68Q: 3 clusters Score -3.467784e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119770 members 
Mstep: Class 2 contains 139966 members 
Entering Unmasked Estep 
Score: -34677840.000000 Penalty: 6183.840820
	Iteration 69Q: 3 clusters Score -3.467784e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -34677884.000000 Penalty: 6183.840820
	Iteration 70Q: 3 clusters Score -3.467788e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 139825 members 
Entering Unmasked Estep 
Score: -34677792.000000 Penalty: 6183.840820
	Iteration 71Q: 3 clusters Score -3.467779e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119976 members 
Mstep: Class 2 contains 139760 members 
Entering Unmasked Estep 
Score: -34677684.000000 Penalty: 6183.840820
	Iteration 72Q: 3 clusters Score -3.467768e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 139709 members 
Entering Unmasked Estep 
Score: -34677684.000000 Penalty: 6183.840820
	Iteration 73Q: 3 clusters Score -3.467768e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -34677696.000000 Penalty: 6183.840820
	Iteration 74Q: 3 clusters Score -3.46777e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120122 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -34677644.000000 Penalty: 6183.840820
	Iteration 75Q: 3 clusters Score -3.467764e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -34677492.000000 Penalty: 6183.840820
	Iteration 76Q: 3 clusters Score -3.467749e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Mstep: Class 2 contains 139533 members 
Entering Unmasked Estep 
Score: -34677400.000000 Penalty: 6183.840820
	Iteration 77Q: 3 clusters Score -3.46774e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 139499 members 
Entering Unmasked Estep 
Score: -34677320.000000 Penalty: 6183.840820
	Iteration 78Q: 3 clusters Score -3.467732e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 139438 members 
Entering Unmasked Estep 
Score: -34677220.000000 Penalty: 6183.840820
	Iteration 79Q: 3 clusters Score -3.467722e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -34677120.000000 Penalty: 6183.840820
	Iteration 80F: 3 clusters Score -3.467712e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 139344 members 
Entering Unmasked Estep 
Score: -34677124.000000 Penalty: 6183.840820
	Iteration 81Q: 3 clusters Score -3.467712e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -34677036.000000 Penalty: 6183.840820
	Iteration 82Q: 3 clusters Score -3.467704e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120438 members 
Mstep: Class 2 contains 139298 members 
Entering Unmasked Estep 
Score: -34677072.000000 Penalty: 6183.840820
	Iteration 83Q: 3 clusters Score -3.467707e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 139277 members 
Entering Unmasked Estep 
Score: -34677008.000000 Penalty: 6183.840820
	Iteration 84Q: 3 clusters Score -3.467701e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 139276 members 
Entering Unmasked Estep 
Score: -34676976.000000 Penalty: 6183.840820
	Iteration 85Q: 3 clusters Score -3.467698e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 139268 members 
Entering Unmasked Estep 
Score: -34676940.000000 Penalty: 6183.840820
	Iteration 86Q: 3 clusters Score -3.467694e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -34676896.000000 Penalty: 6183.840820
	Iteration 87Q: 3 clusters Score -3.46769e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -34676860.000000 Penalty: 6183.840820
	Iteration 88Q: 3 clusters Score -3.467686e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 139251 members 
Entering Unmasked Estep 
Score: -34676852.000000 Penalty: 6183.840820
	Iteration 89Q: 3 clusters Score -3.467685e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -34676856.000000 Penalty: 6183.840820
	Iteration 90Q: 3 clusters Score -3.467686e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -34676920.000000 Penalty: 6183.840820
	Iteration 91Q: 3 clusters Score -3.467692e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -34676860.000000 Penalty: 6183.840820
	Iteration 92Q: 3 clusters Score -3.467686e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -34676852.000000 Penalty: 6183.840820
	Iteration 93Q: 3 clusters Score -3.467685e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -34676848.000000 Penalty: 6183.840820
	Iteration 94Q: 3 clusters Score -3.467685e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -34676848.000000 Penalty: 6183.840820
	Iteration 95Q: 3 clusters Score -3.467685e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120682 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -34676820.000000 Penalty: 6183.840820
	Iteration 96Q: 3 clusters Score -3.467682e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 139049 members 
Entering Unmasked Estep 
Score: -34676804.000000 Penalty: 6183.840820
	Iteration 97Q: 3 clusters Score -3.46768e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 139062 members 
Entering Unmasked Estep 
Score: -34676824.000000 Penalty: 6183.840820
	Iteration 98Q: 3 clusters Score -3.467682e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -34676784.000000 Penalty: 6183.840820
	Iteration 99Q: 3 clusters Score -3.467678e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -34676816.000000 Penalty: 6183.840820
	Iteration 100F: 3 clusters Score -3.467682e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -34676832.000000 Penalty: 6183.840820
	Iteration 101Q: 3 clusters Score -3.467683e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120670 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -34676856.000000 Penalty: 6183.840820
	Iteration 102Q: 3 clusters Score -3.467686e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120679 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -34676844.000000 Penalty: 6183.840820
	Iteration 103Q: 3 clusters Score -3.467684e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -34676888.000000 Penalty: 6183.840820
	Iteration 104Q: 3 clusters Score -3.467689e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -34676848.000000 Penalty: 6183.840820
	Iteration 105Q: 3 clusters Score -3.467685e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 139013 members 
Entering Unmasked Estep 
Score: -34676888.000000 Penalty: 6183.840820
	Iteration 106Q: 3 clusters Score -3.467689e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 138984 members 
Entering Unmasked Estep 
Score: -34676800.000000 Penalty: 6183.840820
	Iteration 107Q: 3 clusters Score -3.46768e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120784 members 
Mstep: Class 2 contains 138952 members 
Entering Unmasked Estep 
Score: -34676840.000000 Penalty: 6183.840820
	Iteration 108Q: 3 clusters Score -3.467684e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -34676860.000000 Penalty: 6183.840820
	Iteration 109Q: 3 clusters Score -3.467686e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -34676860.000000 Penalty: 6183.840820
	Iteration 110Q: 3 clusters Score -3.467686e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 138883 members 
Entering Unmasked Estep 
Score: -34676836.000000 Penalty: 6183.840820
	Iteration 111Q: 3 clusters Score -3.467684e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 138862 members 
Entering Unmasked Estep 
Score: -34676836.000000 Penalty: 6183.840820
	Iteration 112Q: 3 clusters Score -3.467684e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 138845 members 
Entering Unmasked Estep 
Score: -34676848.000000 Penalty: 6183.840820
	Iteration 113Q: 3 clusters Score -3.467685e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120920 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -34676840.000000 Penalty: 6183.840820
	Iteration 114Q: 3 clusters Score -3.467684e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -34676860.000000 Penalty: 6183.840820
	Iteration 115Q: 3 clusters Score -3.467686e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -34676844.000000 Penalty: 6183.840820
	Iteration 116Q: 3 clusters Score -3.467684e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 138819 members 
Entering Unmasked Estep 
Score: -34676908.000000 Penalty: 6183.840820
	Iteration 117Q: 3 clusters Score -3.467691e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120911 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -34676896.000000 Penalty: 6183.840820
	Iteration 118Q: 3 clusters Score -3.46769e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -34676916.000000 Penalty: 6183.840820
	Iteration 119Q: 3 clusters Score -3.467692e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -34676904.000000 Penalty: 6183.840820
	Iteration 120F: 3 clusters Score -3.46769e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120907 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -34676880.000000 Penalty: 6183.840820
	Iteration 121Q: 3 clusters Score -3.467688e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -34676920.000000 Penalty: 6183.840820
	Iteration 122Q: 3 clusters Score -3.467692e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -34676912.000000 Penalty: 6183.840820
	Iteration 123Q: 3 clusters Score -3.467691e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120886 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -34676912.000000 Penalty: 6183.840820
	Iteration 124Q: 3 clusters Score -3.467691e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120859 members 
Mstep: Class 2 contains 138877 members 
Entering Unmasked Estep 
Score: -34676912.000000 Penalty: 6183.840820
	Iteration 125Q: 3 clusters Score -3.467691e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -34676968.000000 Penalty: 6183.840820
	Iteration 126Q: 3 clusters Score -3.467697e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 138948 members 
Entering Unmasked Estep 
Score: -34676948.000000 Penalty: 6183.840820
	Iteration 127Q: 3 clusters Score -3.467695e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 138959 members 
Entering Unmasked Estep 
Score: -34676980.000000 Penalty: 6183.840820
	Iteration 128Q: 3 clusters Score -3.467698e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120784 members 
Mstep: Class 2 contains 138952 members 
Entering Unmasked Estep 
Score: -34676944.000000 Penalty: 6183.840820
	Iteration 129Q: 3 clusters Score -3.467694e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 138964 members 
Entering Unmasked Estep 
Score: -34676964.000000 Penalty: 6183.840820
	Iteration 130Q: 3 clusters Score -3.467696e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120745 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -34676996.000000 Penalty: 6183.840820
	Iteration 131Q: 3 clusters Score -3.4677e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120741 members 
Mstep: Class 2 contains 138995 members 
Entering Unmasked Estep 
Score: -34677016.000000 Penalty: 6183.840820
	Iteration 132Q: 3 clusters Score -3.467702e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 138984 members 
Entering Unmasked Estep 
Score: -34676956.000000 Penalty: 6183.840820
	Iteration 133Q: 3 clusters Score -3.467696e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 138984 members 
Entering Unmasked Estep 
Score: -34676928.000000 Penalty: 6183.840820
	Iteration 134Q: 3 clusters Score -3.467693e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120734 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -34676956.000000 Penalty: 6183.840820
	Iteration 135Q: 3 clusters Score -3.467696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -34676980.000000 Penalty: 6183.840820
	Iteration 136Q: 3 clusters Score -3.467698e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 139013 members 
Entering Unmasked Estep 
Score: -34677048.000000 Penalty: 6183.840820
	Iteration 137Q: 3 clusters Score -3.467705e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -34677084.000000 Penalty: 6183.840820
	Iteration 138Q: 3 clusters Score -3.467708e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 139065 members 
Entering Unmasked Estep 
Score: -34677052.000000 Penalty: 6183.840820
	Iteration 139Q: 3 clusters Score -3.467705e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120661 members 
Mstep: Class 2 contains 139075 members 
Entering Unmasked Estep 
Score: -34677068.000000 Penalty: 6183.840820
	Iteration 140F: 3 clusters Score -3.467707e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 139095 members 
Entering Unmasked Estep 
Score: -34677092.000000 Penalty: 6183.840820
	Iteration 141Q: 3 clusters Score -3.467709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -34677092.000000 Penalty: 6183.840820
	Iteration 142Q: 3 clusters Score -3.467709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120629 members 
Mstep: Class 2 contains 139107 members 
Entering Unmasked Estep 
Score: -34677072.000000 Penalty: 6183.840820
	Iteration 143Q: 3 clusters Score -3.467707e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -34677068.000000 Penalty: 6183.840820
	Iteration 144Q: 3 clusters Score -3.467707e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -34677056.000000 Penalty: 6183.840820
	Iteration 145Q: 3 clusters Score -3.467706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Mstep: Class 2 contains 139098 members 
Entering Unmasked Estep 
Score: -34677020.000000 Penalty: 6183.840820
	Iteration 146Q: 3 clusters Score -3.467702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120639 members 
Mstep: Class 2 contains 139097 members 
Entering Unmasked Estep 
Score: -34677040.000000 Penalty: 6183.840820
	Iteration 147Q: 3 clusters Score -3.467704e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120639 members 
Mstep: Class 2 contains 139097 members 
Entering Unmasked Estep 
Score: -34677064.000000 Penalty: 6183.840820
	Iteration 148Q: 3 clusters Score -3.467706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -34677068.000000 Penalty: 6183.840820
	Iteration 149Q: 3 clusters Score -3.467707e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 139103 members 
Entering Unmasked Estep 
Score: -34677084.000000 Penalty: 6183.840820
	Iteration 150Q: 3 clusters Score -3.467708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 139106 members 
Entering Unmasked Estep 
Score: -34677076.000000 Penalty: 6183.840820
	Iteration 151Q: 3 clusters Score -3.467708e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120618 members 
Mstep: Class 2 contains 139118 members 
Entering Unmasked Estep 
Score: -34677108.000000 Penalty: 6183.840820
	Iteration 152Q: 3 clusters Score -3.467711e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120610 members 
Mstep: Class 2 contains 139126 members 
Entering Unmasked Estep 
Score: -34677124.000000 Penalty: 6183.840820
	Iteration 153Q: 3 clusters Score -3.467712e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 139123 members 
Entering Unmasked Estep 
Score: -34677124.000000 Penalty: 6183.840820
	Iteration 154Q: 3 clusters Score -3.467712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 139116 members 
Entering Unmasked Estep 
Score: -34677120.000000 Penalty: 6183.840820
	Iteration 155Q: 3 clusters Score -3.467712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120616 members 
Mstep: Class 2 contains 139120 members 
Entering Unmasked Estep 
Score: -34677160.000000 Penalty: 6183.840820
	Iteration 156Q: 3 clusters Score -3.467716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -34677148.000000 Penalty: 6183.840820
	Iteration 157Q: 3 clusters Score -3.467715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120590 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -34677144.000000 Penalty: 6183.840820
	Iteration 158Q: 3 clusters Score -3.467714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120581 members 
Mstep: Class 2 contains 139155 members 
Entering Unmasked Estep 
Score: -34677164.000000 Penalty: 6183.840820
	Iteration 159Q: 3 clusters Score -3.467716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -34677140.000000 Penalty: 6183.840820
	Iteration 160F: 3 clusters Score -3.467714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -34677160.000000 Penalty: 6183.840820
	Iteration 161Q: 3 clusters Score -3.467716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 139152 members 
Entering Unmasked Estep 
Score: -34677112.000000 Penalty: 6183.840820
	Iteration 162Q: 3 clusters Score -3.467711e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120595 members 
Mstep: Class 2 contains 139141 members 
Entering Unmasked Estep 
Score: -34677108.000000 Penalty: 6183.840820
	Iteration 163Q: 3 clusters Score -3.467711e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 139139 members 
Entering Unmasked Estep 
Score: -34677112.000000 Penalty: 6183.840820
	Iteration 164Q: 3 clusters Score -3.467711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120598 members 
Mstep: Class 2 contains 139138 members 
Entering Unmasked Estep 
Score: -34677136.000000 Penalty: 6183.840820
	Iteration 165Q: 3 clusters Score -3.467714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 139131 members 
Entering Unmasked Estep 
Score: -34677128.000000 Penalty: 6183.840820
	Iteration 166Q: 3 clusters Score -3.467713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120600 members 
Mstep: Class 2 contains 139136 members 
Entering Unmasked Estep 
Score: -34677152.000000 Penalty: 6183.840820
	Iteration 167Q: 3 clusters Score -3.467715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120596 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -34677160.000000 Penalty: 6183.840820
	Iteration 168Q: 3 clusters Score -3.467716e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 139145 members 
Entering Unmasked Estep 
Score: -34677192.000000 Penalty: 6183.840820
	Iteration 169Q: 3 clusters Score -3.467719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -34677184.000000 Penalty: 6183.840820
	Iteration 170Q: 3 clusters Score -3.467718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120581 members 
Mstep: Class 2 contains 139155 members 
Entering Unmasked Estep 
Score: -34677184.000000 Penalty: 6183.840820
	Iteration 171Q: 3 clusters Score -3.467718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 139160 members 
Entering Unmasked Estep 
Score: -34677176.000000 Penalty: 6183.840820
	Iteration 172Q: 3 clusters Score -3.467718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -34677188.000000 Penalty: 6183.840820
	Iteration 173Q: 3 clusters Score -3.467719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -34677188.000000 Penalty: 6183.840820
	Iteration 174Q: 3 clusters Score -3.467719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -34677188.000000 Penalty: 6183.840820
	Iteration 175Q: 3 clusters Score -3.467719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -34677212.000000 Penalty: 6183.840820
	Iteration 176Q: 3 clusters Score -3.467721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -34677180.000000 Penalty: 6183.840820
	Iteration 177Q: 3 clusters Score -3.467718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -34677164.000000 Penalty: 6183.840820
	Iteration 178Q: 3 clusters Score -3.467716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120575 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -34677132.000000 Penalty: 6183.840820
	Iteration 179Q: 3 clusters Score -3.467713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -34677124.000000 Penalty: 6183.840820
	Iteration 180F: 3 clusters Score -3.467712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -34677104.000000 Penalty: 6183.840820
	Iteration 181Q: 3 clusters Score -3.46771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 139150 members 
Entering Unmasked Estep 
Score: -34677104.000000 Penalty: 6183.840820
	Iteration 182Q: 3 clusters Score -3.46771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 139147 members 
Entering Unmasked Estep 
Score: -34677124.000000 Penalty: 6183.840820
	Iteration 183Q: 3 clusters Score -3.467712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120590 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -34677132.000000 Penalty: 6183.840820
	Iteration 184Q: 3 clusters Score -3.467713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -34677140.000000 Penalty: 6183.840820
	Iteration 185Q: 3 clusters Score -3.467714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 139152 members 
Entering Unmasked Estep 
Score: -34677148.000000 Penalty: 6183.840820
	Iteration 186Q: 3 clusters Score -3.467715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -34677164.000000 Penalty: 6183.840820
	Iteration 187Q: 3 clusters Score -3.467716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -34677164.000000 Penalty: 6183.840820
	Iteration 188Q: 3 clusters Score -3.467716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -34677168.000000 Penalty: 6183.840820
	Iteration 189Q: 3 clusters Score -3.467717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -34677172.000000 Penalty: 6183.840820
	Iteration 190Q: 3 clusters Score -3.467717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -34677196.000000 Penalty: 6183.840820
	Iteration 191Q: 3 clusters Score -3.46772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120575 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -34677200.000000 Penalty: 6183.840820
	Iteration 192Q: 3 clusters Score -3.46772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -34677184.000000 Penalty: 6183.840820
	Iteration 193Q: 3 clusters Score -3.467718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 139168 members 
Entering Unmasked Estep 
Score: -34677200.000000 Penalty: 6183.840820
	Iteration 194Q: 3 clusters Score -3.46772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -34677196.000000 Penalty: 6183.840820
	Iteration 195Q: 3 clusters Score -3.46772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 139165 members 
Entering Unmasked Estep 
Score: -34677200.000000 Penalty: 6183.840820
	Iteration 196Q: 3 clusters Score -3.46772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 139168 members 
Entering Unmasked Estep 
Score: -34677188.000000 Penalty: 6183.840820
	Iteration 197Q: 3 clusters Score -3.467719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -34677184.000000 Penalty: 6183.840820
	Iteration 198Q: 3 clusters Score -3.467718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -34677184.000000 Penalty: 6183.840820
	Iteration 199Q: 3 clusters Score -3.467718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -34677184.000000 Penalty: 6183.840820
	Iteration 200F: 3 clusters Score -3.467718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -34677192.000000 Penalty: 6183.840820
	Iteration 201Q: 3 clusters Score -3.467719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -34677192.000000 Penalty: 6183.840820
	Iteration 202F: 3 clusters Score -3.467719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 159 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 56366 members 
Mstep: Class 7 contains 33965 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 219 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 120560 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 139176 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
Score: -62740444.000000 Penalty: 55118.089844
Splitting cluster 14 changes total score from -62708284.000000 to -62740444.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 18 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -408066.031250 Penalty: 1992.749268
	Iteration 0F: 2 clusters Score -408066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404736.656250 Penalty: 3985.498535
	Iteration 0F: 3 clusters Score -404736.7 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -405463.500000 Penalty: 3985.498535
	Iteration 1F: 3 clusters Score -405463.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -405624.875000 Penalty: 3985.498535
	Iteration 2F: 3 clusters Score -405624.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -405731.468750 Penalty: 3985.498535
	Iteration 3F: 3 clusters Score -405731.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -405814.343750 Penalty: 3985.498535
	Iteration 4Q: 3 clusters Score -405814.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -405870.250000 Penalty: 3985.498535
	Iteration 5Q: 3 clusters Score -405870.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -405921.562500 Penalty: 3985.498535
	Iteration 6Q: 3 clusters Score -405921.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -405985.125000 Penalty: 3985.498535
	Iteration 7Q: 3 clusters Score -405985.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -406060.625000 Penalty: 3985.498535
	Iteration 8Q: 3 clusters Score -406060.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -406136.156250 Penalty: 3985.498535
	Iteration 9Q: 3 clusters Score -406136.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -406206.343750 Penalty: 3985.498535
	Iteration 10Q: 3 clusters Score -406206.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -406303.750000 Penalty: 3985.498535
	Iteration 11Q: 3 clusters Score -406303.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -406445.062500 Penalty: 3985.498535
	Iteration 12Q: 3 clusters Score -406445.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -406679.500000 Penalty: 3985.498535
	Iteration 13Q: 3 clusters Score -406679.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -406975.937500 Penalty: 3985.498535
	Iteration 14Q: 3 clusters Score -406975.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -407264.468750 Penalty: 3985.498535
	Iteration 15F: 3 clusters Score -407264.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -407506.750000 Penalty: 3985.498535
	Iteration 16Q: 3 clusters Score -407506.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -407788.031250 Penalty: 3985.498535
	Iteration 17Q: 3 clusters Score -407788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -407917.250000 Penalty: 3985.498535
	Iteration 18Q: 3 clusters Score -407917.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -407940.968750 Penalty: 3985.498535
	Iteration 19Q: 3 clusters Score -407941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -407948.218750 Penalty: 3985.498535
	Iteration 20F: 3 clusters Score -407948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -407952.781250 Penalty: 3985.498535
	Iteration 21Q: 3 clusters Score -407952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -407954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -407954.750000 Penalty: 3985.498535
	Iteration 23Q: 3 clusters Score -407954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -407954.750000 Penalty: 3985.498535
	Iteration 24F: 3 clusters Score -407954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 159 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 56366 members 
Mstep: Class 7 contains 33965 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 120560 members 
Mstep: Class 18 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751596.000000 Penalty: 55118.089844
Iteration 39Q: 18 clusters Score -6.27516e+07 nChanged 20967
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 4573 members 
Mstep: Class 5 contains 814 members 
Mstep: Class 6 contains 56798 members 
Mstep: Class 7 contains 34372 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 10654 members 
Mstep: Class 10 contains 18230 members 
Mstep: Class 11 contains 13548 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 119365 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 140064 members 
Mstep: Class 18 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 18 clusters Score -6.275724e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 4550 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 55744 members 
Mstep: Class 7 contains 33856 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 16785 members 
Mstep: Class 11 contains 13480 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 5492 members 
Mstep: Class 14 contains 118267 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 145035 members 
Mstep: Class 18 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -6.27581e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 55140 members 
Mstep: Class 7 contains 33613 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 15749 members 
Mstep: Class 11 contains 13428 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 118136 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 147114 members 
Mstep: Class 18 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 18 clusters Score -6.275832e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 4589 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 54709 members 
Mstep: Class 7 contains 33496 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 14980 members 
Mstep: Class 11 contains 13424 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 118206 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 148088 members 
Mstep: Class 18 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758260.000000 Penalty: 55118.089844
Iteration 43Q: 18 clusters Score -6.275826e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 54397 members 
Mstep: Class 7 contains 33502 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 13454 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5576 members 
Mstep: Class 14 contains 118246 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 148464 members 
Mstep: Class 18 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758028.000000 Penalty: 55118.089844
Iteration 44Q: 18 clusters Score -6.275803e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 54152 members 
Mstep: Class 7 contains 33532 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 10 contains 13958 members 
Mstep: Class 11 contains 13495 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 5581 members 
Mstep: Class 14 contains 118349 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 148369 members 
Mstep: Class 18 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -6.275807e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 53965 members 
Mstep: Class 7 contains 33585 members 
Mstep: Class 8 contains 2247 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 13632 members 
Mstep: Class 11 contains 13543 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 118462 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 148016 members 
Mstep: Class 18 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758248.000000 Penalty: 55118.089844
Iteration 46Q: 18 clusters Score -6.275825e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 53790 members 
Mstep: Class 7 contains 33647 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 9795 members 
Mstep: Class 10 contains 13364 members 
Mstep: Class 11 contains 13604 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 14 contains 118580 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 147564 members 
Mstep: Class 18 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758304.000000 Penalty: 55118.089844
Iteration 47Q: 18 clusters Score -6.27583e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 4589 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 53589 members 
Mstep: Class 7 contains 33702 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 13113 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 14 contains 118746 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 147065 members 
Mstep: Class 18 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758112.000000 Penalty: 55118.089844
Iteration 48Q: 18 clusters Score -6.275811e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 53357 members 
Mstep: Class 7 contains 33756 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 12921 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 14 contains 118810 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 146544 members 
Mstep: Class 18 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758156.000000 Penalty: 55118.089844
Iteration 49Q: 18 clusters Score -6.275816e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 53139 members 
Mstep: Class 7 contains 33810 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 9746 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 118911 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 146009 members 
Mstep: Class 18 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758068.000000 Penalty: 55118.089844
Iteration 50Q: 18 clusters Score -6.275807e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 52910 members 
Mstep: Class 7 contains 33849 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 9736 members 
Mstep: Class 10 contains 12571 members 
Mstep: Class 11 contains 13935 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5551 members 
Mstep: Class 14 contains 119014 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 145523 members 
Mstep: Class 18 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758300.000000 Penalty: 55118.089844
Iteration 51Q: 18 clusters Score -6.27583e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 52733 members 
Mstep: Class 7 contains 33889 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 9734 members 
Mstep: Class 10 contains 12438 members 
Mstep: Class 11 contains 14024 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5546 members 
Mstep: Class 14 contains 119044 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 145024 members 
Mstep: Class 18 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758648.000000 Penalty: 55118.089844
Iteration 52Q: 18 clusters Score -6.275865e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 52553 members 
Mstep: Class 7 contains 33915 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 9753 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 14115 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 119020 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 144594 members 
Mstep: Class 18 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758896.000000 Penalty: 55118.089844
Iteration 53Q: 18 clusters Score -6.27589e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 52379 members 
Mstep: Class 7 contains 33951 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 14207 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5532 members 
Mstep: Class 14 contains 118950 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 144212 members 
Mstep: Class 18 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758840.000000 Penalty: 55118.089844
Iteration 54Q: 18 clusters Score -6.275884e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 4561 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 52201 members 
Mstep: Class 7 contains 33954 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 12079 members 
Mstep: Class 11 contains 14309 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5525 members 
Mstep: Class 14 contains 118859 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 143897 members 
Mstep: Class 18 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759088.000000 Penalty: 55118.089844
Iteration 55Q: 18 clusters Score -6.275909e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 52061 members 
Mstep: Class 7 contains 33960 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 9787 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 14399 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5519 members 
Mstep: Class 14 contains 118749 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 143616 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759108.000000 Penalty: 55118.089844
Iteration 56Q: 18 clusters Score -6.275911e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 51908 members 
Mstep: Class 7 contains 33939 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 11891 members 
Mstep: Class 11 contains 14476 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5524 members 
Mstep: Class 14 contains 118657 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 143380 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 18 clusters Score -6.27593e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 51750 members 
Mstep: Class 7 contains 33923 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 9811 members 
Mstep: Class 10 contains 11806 members 
Mstep: Class 11 contains 14570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5518 members 
Mstep: Class 14 contains 118576 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 143161 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
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Iteration 58Q: 18 clusters Score -6.275925e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 51577 members 
Mstep: Class 7 contains 33908 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 9829 members 
Mstep: Class 10 contains 11717 members 
Mstep: Class 11 contains 14667 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5513 members 
Mstep: Class 14 contains 118523 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 142963 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -6.275924e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 51410 members 
Mstep: Class 7 contains 33893 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 9835 members 
Mstep: Class 10 contains 11642 members 
Mstep: Class 11 contains 14762 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5504 members 
Mstep: Class 14 contains 118475 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 142791 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 18 clusters Score -6.275946e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 51244 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 9850 members 
Mstep: Class 10 contains 11567 members 
Mstep: Class 11 contains 14859 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5503 members 
Mstep: Class 14 contains 118444 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 142616 members 
Mstep: Class 18 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 18 clusters Score -6.275974e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 51080 members 
Mstep: Class 7 contains 33838 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 9877 members 
Mstep: Class 10 contains 11478 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5499 members 
Mstep: Class 14 contains 118394 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 142473 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760028.000000 Penalty: 55118.089844
Iteration 62Q: 18 clusters Score -6.276003e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 50938 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5497 members 
Mstep: Class 14 contains 118354 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 142363 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759940.000000 Penalty: 55118.089844
Iteration 63Q: 18 clusters Score -6.275994e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50806 members 
Mstep: Class 7 contains 33744 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 15162 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 118331 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 142261 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760184.000000 Penalty: 55118.089844
Iteration 64Q: 18 clusters Score -6.276018e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50679 members 
Mstep: Class 7 contains 33716 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 11255 members 
Mstep: Class 11 contains 15273 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 118299 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 142158 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760304.000000 Penalty: 55118.089844
Iteration 65Q: 18 clusters Score -6.27603e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50577 members 
Mstep: Class 7 contains 33695 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 15390 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 118245 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 142029 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760604.000000 Penalty: 55118.089844
Iteration 66Q: 18 clusters Score -6.27606e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 33665 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 11 contains 15549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 118214 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141890 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760604.000000 Penalty: 55118.089844
Iteration 67Q: 18 clusters Score -6.27606e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50371 members 
Mstep: Class 7 contains 33627 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 10033 members 
Mstep: Class 10 contains 11039 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 118194 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141787 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760692.000000 Penalty: 55118.089844
Iteration 68Q: 18 clusters Score -6.276069e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50267 members 
Mstep: Class 7 contains 33584 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 10060 members 
Mstep: Class 10 contains 10963 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 118191 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141681 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761072.000000 Penalty: 55118.089844
Iteration 69Q: 18 clusters Score -6.276107e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50163 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 10075 members 
Mstep: Class 10 contains 10885 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5441 members 
Mstep: Class 14 contains 118192 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141590 members 
Mstep: Class 18 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761240.000000 Penalty: 55118.089844
Iteration 70Q: 18 clusters Score -6.276124e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 50072 members 
Mstep: Class 7 contains 33455 members 
Mstep: Class 8 contains 2695 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 16293 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5436 members 
Mstep: Class 14 contains 118190 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141492 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761360.000000 Penalty: 55118.089844
Iteration 71Q: 18 clusters Score -6.276136e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 33375 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 16473 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5433 members 
Mstep: Class 14 contains 118179 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141426 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761416.000000 Penalty: 55118.089844
Iteration 72Q: 18 clusters Score -6.276142e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49920 members 
Mstep: Class 7 contains 33275 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10731 members 
Mstep: Class 11 contains 16667 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 118157 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141372 members 
Mstep: Class 18 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761412.000000 Penalty: 55118.089844
Iteration 73Q: 18 clusters Score -6.276141e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49861 members 
Mstep: Class 7 contains 33173 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 10699 members 
Mstep: Class 11 contains 16896 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 118110 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141308 members 
Mstep: Class 18 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761452.000000 Penalty: 55118.089844
Iteration 74Q: 18 clusters Score -6.276145e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1993 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49806 members 
Mstep: Class 7 contains 33062 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10104 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 17121 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 118040 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141268 members 
Mstep: Class 18 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761616.000000 Penalty: 55118.089844
Iteration 75Q: 18 clusters Score -6.276162e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49741 members 
Mstep: Class 7 contains 32947 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10127 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 117992 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 141211 members 
Mstep: Class 18 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761540.000000 Penalty: 55118.089844
Iteration 76Q: 18 clusters Score -6.276154e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49667 members 
Mstep: Class 7 contains 32822 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 10144 members 
Mstep: Class 10 contains 10633 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 117951 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 141176 members 
Mstep: Class 18 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761656.000000 Penalty: 55118.089844
Iteration 77Q: 18 clusters Score -6.276166e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1959 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 49605 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 10159 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 17744 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 117917 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 141155 members 
Mstep: Class 18 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761788.000000 Penalty: 55118.089844
Iteration 78Q: 18 clusters Score -6.276179e+07 nChanged 839
Entering ConstructFrom: 
Score: -62761788.000000 Penalty: 55118.089844
Entering ConstructFrom: 
Trying to split cluster 1 (75743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Entering Unmasked Estep 
Score: -10190768.000000 Penalty: 2786.305176
	Iteration 0F: 2 clusters Score -1.019077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -10140083.000000 Penalty: 5572.610352
	Iteration 0F: 3 clusters Score -1.014008e+07 nChanged 35671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -10160295.000000 Penalty: 5572.610352
	Iteration 1F: 3 clusters Score -1.01603e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -10160985.000000 Penalty: 5572.610352
	Iteration 2Q: 3 clusters Score -1.016098e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -10161544.000000 Penalty: 5572.610352
	Iteration 3Q: 3 clusters Score -1.016154e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -10162229.000000 Penalty: 5572.610352
	Iteration 4Q: 3 clusters Score -1.016223e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -10162965.000000 Penalty: 5572.610352
	Iteration 5Q: 3 clusters Score -1.016296e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -10163758.000000 Penalty: 5572.610352
	Iteration 6Q: 3 clusters Score -1.016376e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -10164892.000000 Penalty: 5572.610352
	Iteration 7Q: 3 clusters Score -1.016489e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -10166290.000000 Penalty: 5572.610352
	Iteration 8Q: 3 clusters Score -1.016629e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -10168142.000000 Penalty: 5572.610352
	Iteration 9Q: 3 clusters Score -1.016814e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -10170561.000000 Penalty: 5572.610352
	Iteration 10F: 3 clusters Score -1.017056e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -10173400.000000 Penalty: 5572.610352
	Iteration 11F: 3 clusters Score -1.01734e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -10175695.000000 Penalty: 5572.610352
	Iteration 12F: 3 clusters Score -1.01757e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -10176984.000000 Penalty: 5572.610352
	Iteration 13Q: 3 clusters Score -1.017698e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -10177489.000000 Penalty: 5572.610352
	Iteration 14Q: 3 clusters Score -1.017749e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -10177800.000000 Penalty: 5572.610352
	Iteration 15Q: 3 clusters Score -1.01778e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -10177919.000000 Penalty: 5572.610352
	Iteration 16Q: 3 clusters Score -1.017792e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -10178030.000000 Penalty: 5572.610352
	Iteration 17Q: 3 clusters Score -1.017803e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -10178197.000000 Penalty: 5572.610352
	Iteration 18Q: 3 clusters Score -1.01782e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -10178240.000000 Penalty: 5572.610352
	Iteration 19Q: 3 clusters Score -1.017824e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -10178286.000000 Penalty: 5572.610352
	Iteration 20F: 3 clusters Score -1.017829e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -10178324.000000 Penalty: 5572.610352
	Iteration 21Q: 3 clusters Score -1.017832e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -10178411.000000 Penalty: 5572.610352
	Iteration 22Q: 3 clusters Score -1.017841e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -10178517.000000 Penalty: 5572.610352
	Iteration 23Q: 3 clusters Score -1.017852e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -10178608.000000 Penalty: 5572.610352
	Iteration 24Q: 3 clusters Score -1.017861e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -10178657.000000 Penalty: 5572.610352
	Iteration 25Q: 3 clusters Score -1.017866e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -10178681.000000 Penalty: 5572.610352
	Iteration 26Q: 3 clusters Score -1.017868e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -10178715.000000 Penalty: 5572.610352
	Iteration 27Q: 3 clusters Score -1.017872e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -10178745.000000 Penalty: 5572.610352
	Iteration 28Q: 3 clusters Score -1.017874e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -10178805.000000 Penalty: 5572.610352
	Iteration 29Q: 3 clusters Score -1.01788e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -10178853.000000 Penalty: 5572.610352
	Iteration 30Q: 3 clusters Score -1.017885e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -10178887.000000 Penalty: 5572.610352
	Iteration 31Q: 3 clusters Score -1.017889e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -10178918.000000 Penalty: 5572.610352
	Iteration 32Q: 3 clusters Score -1.017892e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -10178967.000000 Penalty: 5572.610352
	Iteration 33Q: 3 clusters Score -1.017897e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -10178987.000000 Penalty: 5572.610352
	Iteration 34Q: 3 clusters Score -1.017899e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -10179007.000000 Penalty: 5572.610352
	Iteration 35Q: 3 clusters Score -1.017901e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10179040.000000 Penalty: 5572.610352
	Iteration 36Q: 3 clusters Score -1.017904e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -10179052.000000 Penalty: 5572.610352
	Iteration 37Q: 3 clusters Score -1.017905e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -10179089.000000 Penalty: 5572.610352
	Iteration 38Q: 3 clusters Score -1.017909e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -10179107.000000 Penalty: 5572.610352
	Iteration 39Q: 3 clusters Score -1.017911e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -10179166.000000 Penalty: 5572.610352
	Iteration 40F: 3 clusters Score -1.017917e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -10179149.000000 Penalty: 5572.610352
	Iteration 41Q: 3 clusters Score -1.017915e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -10179160.000000 Penalty: 5572.610352
	Iteration 42Q: 3 clusters Score -1.017916e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -10179189.000000 Penalty: 5572.610352
	Iteration 43Q: 3 clusters Score -1.017919e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -10179161.000000 Penalty: 5572.610352
	Iteration 44Q: 3 clusters Score -1.017916e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -10179181.000000 Penalty: 5572.610352
	Iteration 45Q: 3 clusters Score -1.017918e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -10179189.000000 Penalty: 5572.610352
	Iteration 46Q: 3 clusters Score -1.017919e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -10179200.000000 Penalty: 5572.610352
	Iteration 47Q: 3 clusters Score -1.01792e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -10179225.000000 Penalty: 5572.610352
	Iteration 48Q: 3 clusters Score -1.017922e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -10179262.000000 Penalty: 5572.610352
	Iteration 49Q: 3 clusters Score -1.017926e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -10179303.000000 Penalty: 5572.610352
	Iteration 50Q: 3 clusters Score -1.01793e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -10179380.000000 Penalty: 5572.610352
	Iteration 51Q: 3 clusters Score -1.017938e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -10179409.000000 Penalty: 5572.610352
	Iteration 52Q: 3 clusters Score -1.017941e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -10179454.000000 Penalty: 5572.610352
	Iteration 53Q: 3 clusters Score -1.017945e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -10179503.000000 Penalty: 5572.610352
	Iteration 54Q: 3 clusters Score -1.01795e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -10179547.000000 Penalty: 5572.610352
	Iteration 55Q: 3 clusters Score -1.017955e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -10179632.000000 Penalty: 5572.610352
	Iteration 56Q: 3 clusters Score -1.017963e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -10179728.000000 Penalty: 5572.610352
	Iteration 57Q: 3 clusters Score -1.017973e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -10179856.000000 Penalty: 5572.610352
	Iteration 58Q: 3 clusters Score -1.017986e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -10179936.000000 Penalty: 5572.610352
	Iteration 59Q: 3 clusters Score -1.017994e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -10179997.000000 Penalty: 5572.610352
	Iteration 60F: 3 clusters Score -1.018e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -10180056.000000 Penalty: 5572.610352
	Iteration 61Q: 3 clusters Score -1.018006e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -10180178.000000 Penalty: 5572.610352
	Iteration 62Q: 3 clusters Score -1.018018e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -10180293.000000 Penalty: 5572.610352
	Iteration 63Q: 3 clusters Score -1.018029e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -10180430.000000 Penalty: 5572.610352
	Iteration 64Q: 3 clusters Score -1.018043e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -10180598.000000 Penalty: 5572.610352
	Iteration 65Q: 3 clusters Score -1.01806e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -10180697.000000 Penalty: 5572.610352
	Iteration 66Q: 3 clusters Score -1.01807e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -10180820.000000 Penalty: 5572.610352
	Iteration 67Q: 3 clusters Score -1.018082e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -10181018.000000 Penalty: 5572.610352
	Iteration 68Q: 3 clusters Score -1.018102e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -10181217.000000 Penalty: 5572.610352
	Iteration 69Q: 3 clusters Score -1.018122e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -10181367.000000 Penalty: 5572.610352
	Iteration 70Q: 3 clusters Score -1.018137e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -10181534.000000 Penalty: 5572.610352
	Iteration 71Q: 3 clusters Score -1.018153e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -10181727.000000 Penalty: 5572.610352
	Iteration 72Q: 3 clusters Score -1.018173e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -10181894.000000 Penalty: 5572.610352
	Iteration 73Q: 3 clusters Score -1.018189e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -10182101.000000 Penalty: 5572.610352
	Iteration 74Q: 3 clusters Score -1.01821e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -10182361.000000 Penalty: 5572.610352
	Iteration 75Q: 3 clusters Score -1.018236e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -10182572.000000 Penalty: 5572.610352
	Iteration 76Q: 3 clusters Score -1.018257e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -10182863.000000 Penalty: 5572.610352
	Iteration 77Q: 3 clusters Score -1.018286e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -10183053.000000 Penalty: 5572.610352
	Iteration 78Q: 3 clusters Score -1.018305e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -10183270.000000 Penalty: 5572.610352
	Iteration 79Q: 3 clusters Score -1.018327e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -10183475.000000 Penalty: 5572.610352
	Iteration 80F: 3 clusters Score -1.018348e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -10183714.000000 Penalty: 5572.610352
	Iteration 81Q: 3 clusters Score -1.018371e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -10183921.000000 Penalty: 5572.610352
	Iteration 82Q: 3 clusters Score -1.018392e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -10184178.000000 Penalty: 5572.610352
	Iteration 83Q: 3 clusters Score -1.018418e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -10184422.000000 Penalty: 5572.610352
	Iteration 84Q: 3 clusters Score -1.018442e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -10184657.000000 Penalty: 5572.610352
	Iteration 85Q: 3 clusters Score -1.018466e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -10184882.000000 Penalty: 5572.610352
	Iteration 86Q: 3 clusters Score -1.018488e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -10185126.000000 Penalty: 5572.610352
	Iteration 87Q: 3 clusters Score -1.018513e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -10185411.000000 Penalty: 5572.610352
	Iteration 88Q: 3 clusters Score -1.018541e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -10185690.000000 Penalty: 5572.610352
	Iteration 89Q: 3 clusters Score -1.018569e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -10185962.000000 Penalty: 5572.610352
	Iteration 90Q: 3 clusters Score -1.018596e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -10186200.000000 Penalty: 5572.610352
	Iteration 91Q: 3 clusters Score -1.01862e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10186353.000000 Penalty: 5572.610352
	Iteration 92Q: 3 clusters Score -1.018635e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -10186558.000000 Penalty: 5572.610352
	Iteration 93Q: 3 clusters Score -1.018656e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -10186775.000000 Penalty: 5572.610352
	Iteration 94Q: 3 clusters Score -1.018678e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -10186921.000000 Penalty: 5572.610352
	Iteration 95Q: 3 clusters Score -1.018692e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -10187119.000000 Penalty: 5572.610352
	Iteration 96Q: 3 clusters Score -1.018712e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -10187331.000000 Penalty: 5572.610352
	Iteration 97Q: 3 clusters Score -1.018733e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -10187498.000000 Penalty: 5572.610352
	Iteration 98Q: 3 clusters Score -1.01875e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10187742.000000 Penalty: 5572.610352
	Iteration 99Q: 3 clusters Score -1.018774e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10187936.000000 Penalty: 5572.610352
	Iteration 100F: 3 clusters Score -1.018794e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10188089.000000 Penalty: 5572.610352
	Iteration 101Q: 3 clusters Score -1.018809e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -10188182.000000 Penalty: 5572.610352
	Iteration 102Q: 3 clusters Score -1.018818e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10188283.000000 Penalty: 5572.610352
	Iteration 103Q: 3 clusters Score -1.018828e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -10188363.000000 Penalty: 5572.610352
	Iteration 104Q: 3 clusters Score -1.018836e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10188453.000000 Penalty: 5572.610352
	Iteration 105Q: 3 clusters Score -1.018845e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10188481.000000 Penalty: 5572.610352
	Iteration 106Q: 3 clusters Score -1.018848e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -10188591.000000 Penalty: 5572.610352
	Iteration 107Q: 3 clusters Score -1.018859e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10188639.000000 Penalty: 5572.610352
	Iteration 108Q: 3 clusters Score -1.018864e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10188718.000000 Penalty: 5572.610352
	Iteration 109Q: 3 clusters Score -1.018872e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10188802.000000 Penalty: 5572.610352
	Iteration 110Q: 3 clusters Score -1.01888e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10188848.000000 Penalty: 5572.610352
	Iteration 111Q: 3 clusters Score -1.018885e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10188906.000000 Penalty: 5572.610352
	Iteration 112Q: 3 clusters Score -1.018891e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10188944.000000 Penalty: 5572.610352
	Iteration 113Q: 3 clusters Score -1.018894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10188958.000000 Penalty: 5572.610352
	Iteration 114Q: 3 clusters Score -1.018896e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10189010.000000 Penalty: 5572.610352
	Iteration 115Q: 3 clusters Score -1.018901e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10189013.000000 Penalty: 5572.610352
	Iteration 116Q: 3 clusters Score -1.018901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10189038.000000 Penalty: 5572.610352
	Iteration 117Q: 3 clusters Score -1.018904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10189065.000000 Penalty: 5572.610352
	Iteration 118Q: 3 clusters Score -1.018906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10189072.000000 Penalty: 5572.610352
	Iteration 119Q: 3 clusters Score -1.018907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10189082.000000 Penalty: 5572.610352
	Iteration 120F: 3 clusters Score -1.018908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10189074.000000 Penalty: 5572.610352
	Iteration 121Q: 3 clusters Score -1.018907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10189083.000000 Penalty: 5572.610352
	Iteration 122Q: 3 clusters Score -1.018908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10189084.000000 Penalty: 5572.610352
	Iteration 123Q: 3 clusters Score -1.018908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10189098.000000 Penalty: 5572.610352
	Iteration 124Q: 3 clusters Score -1.01891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10189092.000000 Penalty: 5572.610352
	Iteration 125Q: 3 clusters Score -1.018909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10189087.000000 Penalty: 5572.610352
	Iteration 126Q: 3 clusters Score -1.018909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10189087.000000 Penalty: 5572.610352
	Iteration 127F: 3 clusters Score -1.018909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17107.113281 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -17107.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16260.085938 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -16260.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16424.980469 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -16424.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16539.220703 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -16539.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16584.324219 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -16584.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16602.554688 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -16602.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16613.468750 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -16613.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16634.021484 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -16634.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16635.140625 Penalty: 2564.560059
	Iteration 7Q: 3 clusters Score -16635.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16635.140625 Penalty: 2564.560059
	Iteration 8F: 3 clusters Score -16635.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -249554.250000 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -249554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -246927.296875 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -246927.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -247365.390625 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -247365.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -247468.171875 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -247468.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -247551.125000 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -247551.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -247616.062500 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -247616.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -247648.187500 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -247648.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -247668.171875 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -247668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247685.312500 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -247685.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247706.546875 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -247706.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -247731.031250 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -247731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -247748.031250 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -247748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247765.593750 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -247765.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -247786.781250 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -247786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -247802.421875 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -247802.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -247821.265625 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -247821.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -247852.343750 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -247852.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247890.390625 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -247890.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247929.031250 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -247929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -247977.375000 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -247977.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248024.140625 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -248024.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -248080.656250 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -248080.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -248127.156250 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -248127.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -248188.000000 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -248188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -248253.015625 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -248253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -248297.375000 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -248297.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -248348.125000 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -248348.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -248395.703125 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -248395.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -248435.343750 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -248435.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -248461.578125 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -248461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -248471.812500 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -248471.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248483.812500 Penalty: 3756.726318
	Iteration 30Q: 3 clusters Score -248483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -248496.250000 Penalty: 3756.726318
	Iteration 31Q: 3 clusters Score -248496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -248502.046875 Penalty: 3756.726318
	Iteration 32Q: 3 clusters Score -248502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -248505.406250 Penalty: 3756.726318
	Iteration 33Q: 3 clusters Score -248505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -248508.625000 Penalty: 3756.726318
	Iteration 34Q: 3 clusters Score -248508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -248511.296875 Penalty: 3756.726318
	Iteration 35Q: 3 clusters Score -248511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -248513.281250 Penalty: 3756.726318
	Iteration 36Q: 3 clusters Score -248513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -248516.531250 Penalty: 3756.726318
	Iteration 37Q: 3 clusters Score -248516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248520.328125 Penalty: 3756.726318
	Iteration 38Q: 3 clusters Score -248520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -248521.796875 Penalty: 3756.726318
	Iteration 39Q: 3 clusters Score -248521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -248521.796875 Penalty: 3756.726318
	Iteration 40F: 3 clusters Score -248521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -562922.750000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -562922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -558806.000000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -558806 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -559821.312500 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -559821.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -560100.312500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -560100.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -560272.500000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -560272.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -560397.625000 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -560397.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -560498.437500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -560498.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -560568.562500 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -560568.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -560628.062500 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -560628.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -560671.437500 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -560671.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -560706.562500 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -560706.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -560725.812500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -560725.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -560744.937500 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -560744.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -560764.062500 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -560764.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -560782.750000 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -560782.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -560805.812500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -560805.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -560824.000000 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -560824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -560841.562500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -560841.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -560854.687500 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -560854.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -560868.250000 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -560868.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -560882.750000 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -560882.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -560898.562500 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -560898.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -560917.500000 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -560917.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -560932.750000 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -560932.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -560949.500000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -560949.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -560968.500000 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -560968.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -560989.000000 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -560989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -561018.000000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -561018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -561047.750000 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -561047.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -561077.187500 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -561077.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -561115.125000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -561115.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -561154.187500 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -561154.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -561195.687500 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -561195.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -561244.937500 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -561244.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -561304.500000 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -561304.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -561344.250000 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -561344.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -561372.937500 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -561372.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -561407.500000 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -561407.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -561441.312500 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -561441.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -561459.062500 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -561459.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -561474.750000 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -561474.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -561485.687500 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -561485.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -561495.687500 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -561495.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -561503.125000 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -561503.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -561512.312500 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -561512.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -561521.500000 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -561521.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -561527.375000 Penalty: 4160.219727
	Iteration 45Q: 3 clusters Score -561527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -561531.687500 Penalty: 4160.219727
	Iteration 46Q: 3 clusters Score -561531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -561534.250000 Penalty: 4160.219727
	Iteration 47Q: 3 clusters Score -561534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -561538.500000 Penalty: 4160.219727
	Iteration 48Q: 3 clusters Score -561538.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -561542.312500 Penalty: 4160.219727
	Iteration 49Q: 3 clusters Score -561542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -561547.000000 Penalty: 4160.219727
	Iteration 50Q: 3 clusters Score -561547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -561550.000000 Penalty: 4160.219727
	Iteration 51Q: 3 clusters Score -561550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -561550.937500 Penalty: 4160.219727
	Iteration 52Q: 3 clusters Score -561550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -561555.312500 Penalty: 4160.219727
	Iteration 53Q: 3 clusters Score -561555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -561555.812500 Penalty: 4160.219727
	Iteration 54Q: 3 clusters Score -561555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -561557.000000 Penalty: 4160.219727
	Iteration 55Q: 3 clusters Score -561557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -561556.125000 Penalty: 4160.219727
	Iteration 56Q: 3 clusters Score -561556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -561556.125000 Penalty: 4160.219727
	Iteration 57F: 3 clusters Score -561556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -81801.343750 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -81801.34 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 406 members 
Entering Unmasked Estep 
Score: -80345.914062 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -80345.91 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81409.671875 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -81409.67 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82113.765625 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -82113.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82642.687500 Penalty: 3335.020996
	Iteration 3F: 3 clusters Score -82642.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83362.437500 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -83362.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83664.937500 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -83664.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83912.132812 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -83912.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83981.875000 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -83981.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84006.023438 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -84006.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84014.757812 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -84014.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84023.632812 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -84023.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84024.945312 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -84024.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84054.179688 Penalty: 3335.020996
	Iteration 12F: 3 clusters Score -84054.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84177.664062 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -84177.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84459.945312 Penalty: 3335.020996
	Iteration 14Q: 3 clusters Score -84459.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84459.945312 Penalty: 3335.020996
	Iteration 15F: 3 clusters Score -84459.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 49560 members 
Mstep: Class 7 contains 32617 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 17950 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 117876 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 141131 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 3035 members 
Entering Unmasked Estep 
Score: -62763108.000000 Penalty: 58360.332031
Splitting cluster 5 changes total score from -62761788.000000 to -62763108.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (49560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Entering Unmasked Estep 
Score: -6508591.500000 Penalty: 2681.113037
	Iteration 0F: 2 clusters Score -6508592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -6475129.000000 Penalty: 5362.226074
	Iteration 0F: 3 clusters Score -6475129 nChanged 22833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -6487721.000000 Penalty: 5362.226074
	Iteration 1F: 3 clusters Score -6487721 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -6488212.000000 Penalty: 5362.226074
	Iteration 2Q: 3 clusters Score -6488212 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -6488604.000000 Penalty: 5362.226074
	Iteration 3Q: 3 clusters Score -6488604 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6489080.000000 Penalty: 5362.226074
	Iteration 4Q: 3 clusters Score -6489080 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -6489555.000000 Penalty: 5362.226074
	Iteration 5Q: 3 clusters Score -6489555 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6490143.500000 Penalty: 5362.226074
	Iteration 6Q: 3 clusters Score -6490144 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -6490794.000000 Penalty: 5362.226074
	Iteration 7Q: 3 clusters Score -6490794 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -6491622.000000 Penalty: 5362.226074
	Iteration 8Q: 3 clusters Score -6491622 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -6492714.500000 Penalty: 5362.226074
	Iteration 9Q: 3 clusters Score -6492714 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -6493768.000000 Penalty: 5362.226074
	Iteration 10Q: 3 clusters Score -6493768 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -6494799.500000 Penalty: 5362.226074
	Iteration 11Q: 3 clusters Score -6494800 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -6495717.000000 Penalty: 5362.226074
	Iteration 12Q: 3 clusters Score -6495717 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -6496422.000000 Penalty: 5362.226074
	Iteration 13Q: 3 clusters Score -6496422 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6496985.000000 Penalty: 5362.226074
	Iteration 14Q: 3 clusters Score -6496985 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -6497480.000000 Penalty: 5362.226074
	Iteration 15Q: 3 clusters Score -6497480 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -6497876.500000 Penalty: 5362.226074
	Iteration 16Q: 3 clusters Score -6497876 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6498286.000000 Penalty: 5362.226074
	Iteration 17Q: 3 clusters Score -6498286 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -6498679.500000 Penalty: 5362.226074
	Iteration 18Q: 3 clusters Score -6498680 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -6499106.000000 Penalty: 5362.226074
	Iteration 19Q: 3 clusters Score -6499106 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6499579.500000 Penalty: 5362.226074
	Iteration 20F: 3 clusters Score -6499580 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -6500149.500000 Penalty: 5362.226074
	Iteration 21Q: 3 clusters Score -6500150 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -6500869.000000 Penalty: 5362.226074
	Iteration 22Q: 3 clusters Score -6500869 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -6501585.500000 Penalty: 5362.226074
	Iteration 23Q: 3 clusters Score -6501586 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6502234.500000 Penalty: 5362.226074
	Iteration 24Q: 3 clusters Score -6502234 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -6502851.000000 Penalty: 5362.226074
	Iteration 25Q: 3 clusters Score -6502851 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6503485.500000 Penalty: 5362.226074
	Iteration 26Q: 3 clusters Score -6503486 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6504046.000000 Penalty: 5362.226074
	Iteration 27Q: 3 clusters Score -6504046 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6504502.500000 Penalty: 5362.226074
	Iteration 28Q: 3 clusters Score -6504502 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6504887.000000 Penalty: 5362.226074
	Iteration 29Q: 3 clusters Score -6504887 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6505199.000000 Penalty: 5362.226074
	Iteration 30Q: 3 clusters Score -6505199 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6505434.000000 Penalty: 5362.226074
	Iteration 31Q: 3 clusters Score -6505434 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6505649.500000 Penalty: 5362.226074
	Iteration 32Q: 3 clusters Score -6505650 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6505827.500000 Penalty: 5362.226074
	Iteration 33Q: 3 clusters Score -6505828 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6505952.000000 Penalty: 5362.226074
	Iteration 34Q: 3 clusters Score -6505952 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6506050.500000 Penalty: 5362.226074
	Iteration 35Q: 3 clusters Score -6506050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6506130.500000 Penalty: 5362.226074
	Iteration 36Q: 3 clusters Score -6506130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6506182.000000 Penalty: 5362.226074
	Iteration 37Q: 3 clusters Score -6506182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6506214.000000 Penalty: 5362.226074
	Iteration 38Q: 3 clusters Score -6506214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6506234.500000 Penalty: 5362.226074
	Iteration 39Q: 3 clusters Score -6506234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6506264.500000 Penalty: 5362.226074
	Iteration 40F: 3 clusters Score -6506264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6506280.000000 Penalty: 5362.226074
	Iteration 41Q: 3 clusters Score -6506280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6506295.000000 Penalty: 5362.226074
	Iteration 42Q: 3 clusters Score -6506295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6506301.000000 Penalty: 5362.226074
	Iteration 43Q: 3 clusters Score -6506301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6506302.500000 Penalty: 5362.226074
	Iteration 44Q: 3 clusters Score -6506302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6506310.000000 Penalty: 5362.226074
	Iteration 45Q: 3 clusters Score -6506310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6506318.500000 Penalty: 5362.226074
	Iteration 46Q: 3 clusters Score -6506318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6506315.000000 Penalty: 5362.226074
	Iteration 47Q: 3 clusters Score -6506315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6506334.000000 Penalty: 5362.226074
	Iteration 48Q: 3 clusters Score -6506334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6506350.000000 Penalty: 5362.226074
	Iteration 49Q: 3 clusters Score -6506350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6506356.000000 Penalty: 5362.226074
	Iteration 50Q: 3 clusters Score -6506356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6506368.500000 Penalty: 5362.226074
	Iteration 51Q: 3 clusters Score -6506368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6506376.000000 Penalty: 5362.226074
	Iteration 52Q: 3 clusters Score -6506376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6506385.500000 Penalty: 5362.226074
	Iteration 53Q: 3 clusters Score -6506386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6506394.000000 Penalty: 5362.226074
	Iteration 54Q: 3 clusters Score -6506394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6506391.500000 Penalty: 5362.226074
	Iteration 55Q: 3 clusters Score -6506392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6506402.000000 Penalty: 5362.226074
	Iteration 56Q: 3 clusters Score -6506402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6506412.000000 Penalty: 5362.226074
	Iteration 57Q: 3 clusters Score -6506412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6506408.500000 Penalty: 5362.226074
	Iteration 58Q: 3 clusters Score -6506408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6506414.000000 Penalty: 5362.226074
	Iteration 59Q: 3 clusters Score -6506414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6506420.000000 Penalty: 5362.226074
	Iteration 60F: 3 clusters Score -6506420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6506414.500000 Penalty: 5362.226074
	Iteration 61Q: 3 clusters Score -6506414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6506413.000000 Penalty: 5362.226074
	Iteration 62Q: 3 clusters Score -6506413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6506420.000000 Penalty: 5362.226074
	Iteration 63Q: 3 clusters Score -6506420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6506420.000000 Penalty: 5362.226074
	Iteration 64F: 3 clusters Score -6506420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Entering Unmasked Estep 
Score: -4453002.500000 Penalty: 2577.362061
	Iteration 0F: 2 clusters Score -4453002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4430757.500000 Penalty: 5154.724121
	Iteration 0F: 3 clusters Score -4430758 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4438666.000000 Penalty: 5154.724121
	Iteration 1F: 3 clusters Score -4438666 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4439016.500000 Penalty: 5154.724121
	Iteration 2Q: 3 clusters Score -4439016 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4439331.500000 Penalty: 5154.724121
	Iteration 3Q: 3 clusters Score -4439332 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4439653.500000 Penalty: 5154.724121
	Iteration 4Q: 3 clusters Score -4439654 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4439970.000000 Penalty: 5154.724121
	Iteration 5Q: 3 clusters Score -4439970 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4440308.500000 Penalty: 5154.724121
	Iteration 6Q: 3 clusters Score -4440308 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4440718.000000 Penalty: 5154.724121
	Iteration 7Q: 3 clusters Score -4440718 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4441220.500000 Penalty: 5154.724121
	Iteration 8Q: 3 clusters Score -4441220 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4441828.000000 Penalty: 5154.724121
	Iteration 9Q: 3 clusters Score -4441828 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4442499.000000 Penalty: 5154.724121
	Iteration 10Q: 3 clusters Score -4442499 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4443244.500000 Penalty: 5154.724121
	Iteration 11Q: 3 clusters Score -4443244 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4444020.000000 Penalty: 5154.724121
	Iteration 12Q: 3 clusters Score -4444020 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -4444728.000000 Penalty: 5154.724121
	Iteration 13Q: 3 clusters Score -4444728 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4445401.500000 Penalty: 5154.724121
	Iteration 14Q: 3 clusters Score -4445402 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4446030.500000 Penalty: 5154.724121
	Iteration 15Q: 3 clusters Score -4446030 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4446554.000000 Penalty: 5154.724121
	Iteration 16Q: 3 clusters Score -4446554 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4446999.000000 Penalty: 5154.724121
	Iteration 17Q: 3 clusters Score -4446999 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4447261.000000 Penalty: 5154.724121
	Iteration 18Q: 3 clusters Score -4447261 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -4447454.500000 Penalty: 5154.724121
	Iteration 19Q: 3 clusters Score -4447454 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4447562.500000 Penalty: 5154.724121
	Iteration 20F: 3 clusters Score -4447562 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4447646.000000 Penalty: 5154.724121
	Iteration 21Q: 3 clusters Score -4447646 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -4447712.000000 Penalty: 5154.724121
	Iteration 22Q: 3 clusters Score -4447712 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4447751.000000 Penalty: 5154.724121
	Iteration 23Q: 3 clusters Score -4447751 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4447823.500000 Penalty: 5154.724121
	Iteration 24Q: 3 clusters Score -4447824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4447852.000000 Penalty: 5154.724121
	Iteration 25Q: 3 clusters Score -4447852 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4447896.000000 Penalty: 5154.724121
	Iteration 26Q: 3 clusters Score -4447896 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4447915.000000 Penalty: 5154.724121
	Iteration 27Q: 3 clusters Score -4447915 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4447951.500000 Penalty: 5154.724121
	Iteration 28Q: 3 clusters Score -4447952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -4447976.000000 Penalty: 5154.724121
	Iteration 29Q: 3 clusters Score -4447976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -4448012.000000 Penalty: 5154.724121
	Iteration 30Q: 3 clusters Score -4448012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4448013.000000 Penalty: 5154.724121
	Iteration 31Q: 3 clusters Score -4448013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4448020.500000 Penalty: 5154.724121
	Iteration 32Q: 3 clusters Score -4448020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4448052.500000 Penalty: 5154.724121
	Iteration 33Q: 3 clusters Score -4448052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4448071.000000 Penalty: 5154.724121
	Iteration 34Q: 3 clusters Score -4448071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4448081.000000 Penalty: 5154.724121
	Iteration 35Q: 3 clusters Score -4448081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4448086.000000 Penalty: 5154.724121
	Iteration 36Q: 3 clusters Score -4448086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -4448101.500000 Penalty: 5154.724121
	Iteration 37Q: 3 clusters Score -4448102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4448107.000000 Penalty: 5154.724121
	Iteration 38Q: 3 clusters Score -4448107 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4448123.500000 Penalty: 5154.724121
	Iteration 39Q: 3 clusters Score -4448124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4448126.500000 Penalty: 5154.724121
	Iteration 40F: 3 clusters Score -4448126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4448148.500000 Penalty: 5154.724121
	Iteration 41Q: 3 clusters Score -4448148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -4448155.500000 Penalty: 5154.724121
	Iteration 42Q: 3 clusters Score -4448156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4448148.000000 Penalty: 5154.724121
	Iteration 43Q: 3 clusters Score -4448148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4448159.500000 Penalty: 5154.724121
	Iteration 44Q: 3 clusters Score -4448160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4448162.000000 Penalty: 5154.724121
	Iteration 45Q: 3 clusters Score -4448162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4448164.000000 Penalty: 5154.724121
	Iteration 46Q: 3 clusters Score -4448164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4448165.500000 Penalty: 5154.724121
	Iteration 47Q: 3 clusters Score -4448166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4448179.000000 Penalty: 5154.724121
	Iteration 48Q: 3 clusters Score -4448179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4448182.000000 Penalty: 5154.724121
	Iteration 49Q: 3 clusters Score -4448182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4448187.000000 Penalty: 5154.724121
	Iteration 50Q: 3 clusters Score -4448187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4448187.500000 Penalty: 5154.724121
	Iteration 51Q: 3 clusters Score -4448188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4448194.500000 Penalty: 5154.724121
	Iteration 52Q: 3 clusters Score -4448194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4448196.000000 Penalty: 5154.724121
	Iteration 53Q: 3 clusters Score -4448196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -4448195.500000 Penalty: 5154.724121
	Iteration 54Q: 3 clusters Score -4448196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4448205.000000 Penalty: 5154.724121
	Iteration 55Q: 3 clusters Score -4448205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4448207.500000 Penalty: 5154.724121
	Iteration 56Q: 3 clusters Score -4448208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4448207.500000 Penalty: 5154.724121
	Iteration 57Q: 3 clusters Score -4448208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4448200.500000 Penalty: 5154.724121
	Iteration 58Q: 3 clusters Score -4448200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4448212.500000 Penalty: 5154.724121
	Iteration 59Q: 3 clusters Score -4448212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4448194.000000 Penalty: 5154.724121
	Iteration 60F: 3 clusters Score -4448194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4448207.000000 Penalty: 5154.724121
	Iteration 61Q: 3 clusters Score -4448207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4448221.500000 Penalty: 5154.724121
	Iteration 62Q: 3 clusters Score -4448222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4448228.500000 Penalty: 5154.724121
	Iteration 63Q: 3 clusters Score -4448228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4448234.000000 Penalty: 5154.724121
	Iteration 64Q: 3 clusters Score -4448234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4448234.500000 Penalty: 5154.724121
	Iteration 65Q: 3 clusters Score -4448234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4448242.500000 Penalty: 5154.724121
	Iteration 66Q: 3 clusters Score -4448242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4448258.000000 Penalty: 5154.724121
	Iteration 67Q: 3 clusters Score -4448258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -4448274.500000 Penalty: 5154.724121
	Iteration 68Q: 3 clusters Score -4448274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4448266.000000 Penalty: 5154.724121
	Iteration 69Q: 3 clusters Score -4448266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4448282.500000 Penalty: 5154.724121
	Iteration 70Q: 3 clusters Score -4448282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -4448279.500000 Penalty: 5154.724121
	Iteration 71Q: 3 clusters Score -4448280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4448298.500000 Penalty: 5154.724121
	Iteration 72Q: 3 clusters Score -4448298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4448310.500000 Penalty: 5154.724121
	Iteration 73Q: 3 clusters Score -4448310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4448326.000000 Penalty: 5154.724121
	Iteration 74Q: 3 clusters Score -4448326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -4448329.500000 Penalty: 5154.724121
	Iteration 75Q: 3 clusters Score -4448330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4448333.500000 Penalty: 5154.724121
	Iteration 76Q: 3 clusters Score -4448334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4448353.000000 Penalty: 5154.724121
	Iteration 77Q: 3 clusters Score -4448353 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 10339 members 
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	Iteration 79Q: 3 clusters Score -4448378 nChanged 91
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Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4448392 nChanged 90
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Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 10170 members 
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Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 10096 members 
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Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 9843 members 
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Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 9740 members 
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Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 9616 members 
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Mstep: Class 1 contains 23130 members 
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Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 9340 members 
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Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 9185 members 
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Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 9022 members 
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Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 8843 members 
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Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24112 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24405 members 
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Mstep: Class 1 contains 24539 members 
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Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 7950 members 
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Mstep: Class 1 contains 24805 members 
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Mstep: Class 1 contains 24929 members 
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Mstep: Class 1 contains 25054 members 
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Mstep: Class 2 contains 7449 members 
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Mstep: Class 1 contains 25566 members 
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Mstep: Class 1 contains 26172 members 
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	Iteration 119Q: 3 clusters Score -4449407 nChanged 162
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Mstep: Class 1 contains 28080 members 
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	Iteration 120F: 3 clusters Score -4449455 nChanged 171
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Mstep: Class 1 contains 28630 members 
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	Iteration 126Q: 3 clusters Score -4449796 nChanged 181
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	Iteration 134Q: 3 clusters Score -4450222 nChanged 119
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Mstep: Class 1 contains 30506 members 
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Mstep: Class 1 contains 30626 members 
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	Iteration 139Q: 3 clusters Score -4450423 nChanged 80
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Mstep: Class 1 contains 31019 members 
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	Iteration 140F: 3 clusters Score -4450460 nChanged 85
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	Iteration 141Q: 3 clusters Score -4450490 nChanged 64
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Mstep: Class 1 contains 31166 members 
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	Iteration 142Q: 3 clusters Score -4450512 nChanged 67
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Mstep: Class 1 contains 31284 members 
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Mstep: Class 1 contains 31322 members 
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	Iteration 146Q: 3 clusters Score -4450590 nChanged 30
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Mstep: Class 1 contains 31386 members 
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	Iteration 149Q: 3 clusters Score -4450636 nChanged 27
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Mstep: Class 1 contains 31536 members 
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	Iteration 155Q: 3 clusters Score -4450690 nChanged 8
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	Iteration 158Q: 3 clusters Score -4450714 nChanged 12
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	Iteration 159Q: 3 clusters Score -4450709 nChanged 7
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	Iteration 160F: 3 clusters Score -4450714 nChanged 11
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	Iteration 161Q: 3 clusters Score -4450714 nChanged 11
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	Iteration 162Q: 3 clusters Score -4450720 nChanged 14
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	Iteration 163Q: 3 clusters Score -4450728 nChanged 10
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	Iteration 164Q: 3 clusters Score -4450726 nChanged 11
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	Iteration 165Q: 3 clusters Score -4450726 nChanged 10
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	Iteration 166Q: 3 clusters Score -4450738 nChanged 12
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	Iteration 167Q: 3 clusters Score -4450742 nChanged 14
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	Iteration 168Q: 3 clusters Score -4450750 nChanged 13
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	Iteration 169Q: 3 clusters Score -4450755 nChanged 15
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	Iteration 170Q: 3 clusters Score -4450766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4450767.000000 Penalty: 5154.724121
	Iteration 171Q: 3 clusters Score -4450767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4450774.000000 Penalty: 5154.724121
	Iteration 172Q: 3 clusters Score -4450774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4450783.000000 Penalty: 5154.724121
	Iteration 173Q: 3 clusters Score -4450783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4450799.000000 Penalty: 5154.724121
	Iteration 174Q: 3 clusters Score -4450799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4450798.500000 Penalty: 5154.724121
	Iteration 175Q: 3 clusters Score -4450798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4450801.000000 Penalty: 5154.724121
	Iteration 176Q: 3 clusters Score -4450801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4450821.000000 Penalty: 5154.724121
	Iteration 177Q: 3 clusters Score -4450821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4450828.500000 Penalty: 5154.724121
	Iteration 178Q: 3 clusters Score -4450828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4450836.000000 Penalty: 5154.724121
	Iteration 179Q: 3 clusters Score -4450836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4450843.000000 Penalty: 5154.724121
	Iteration 180F: 3 clusters Score -4450843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4450848.000000 Penalty: 5154.724121
	Iteration 181Q: 3 clusters Score -4450848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4450850.000000 Penalty: 5154.724121
	Iteration 182Q: 3 clusters Score -4450850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4450849.500000 Penalty: 5154.724121
	Iteration 183Q: 3 clusters Score -4450850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4450851.500000 Penalty: 5154.724121
	Iteration 184Q: 3 clusters Score -4450852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4450853.500000 Penalty: 5154.724121
	Iteration 185Q: 3 clusters Score -4450854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4450861.500000 Penalty: 5154.724121
	Iteration 186Q: 3 clusters Score -4450862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4450860.000000 Penalty: 5154.724121
	Iteration 187Q: 3 clusters Score -4450860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4450860.000000 Penalty: 5154.724121
	Iteration 188F: 3 clusters Score -4450860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -342941.312500 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -342941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -339853.625000 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -339853.6 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -340417.968750 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -340418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -340589.093750 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -340589.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -340712.687500 Penalty: 3914.656250
	Iteration 3F: 3 clusters Score -340712.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -340781.312500 Penalty: 3914.656250
	Iteration 4Q: 3 clusters Score -340781.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -340821.812500 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -340821.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -340858.531250 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -340858.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -340889.781250 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -340889.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -340909.812500 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -340909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -340921.000000 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -340921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -340931.125000 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -340931.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -340944.437500 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -340944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -340954.625000 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -340954.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -340966.093750 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -340966.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -340974.718750 Penalty: 3914.656250
	Iteration 14Q: 3 clusters Score -340974.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -340979.250000 Penalty: 3914.656250
	Iteration 15Q: 3 clusters Score -340979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -340981.156250 Penalty: 3914.656250
	Iteration 16Q: 3 clusters Score -340981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -340984.281250 Penalty: 3914.656250
	Iteration 17Q: 3 clusters Score -340984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -340988.656250 Penalty: 3914.656250
	Iteration 18Q: 3 clusters Score -340988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340990.812500 Penalty: 3914.656250
	Iteration 19Q: 3 clusters Score -340990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -340992.281250 Penalty: 3914.656250
	Iteration 20F: 3 clusters Score -340992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -340993.375000 Penalty: 3914.656250
	Iteration 21Q: 3 clusters Score -340993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340994.406250 Penalty: 3914.656250
	Iteration 22Q: 3 clusters Score -340994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340996.093750 Penalty: 3914.656250
	Iteration 23Q: 3 clusters Score -340996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340996.093750 Penalty: 3914.656250
	Iteration 24F: 3 clusters Score -340996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Entering Unmasked Estep 
Score: -1366971.000000 Penalty: 2288.491211
	Iteration 0F: 2 clusters Score -1366971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1359146.125000 Penalty: 4576.982422
	Iteration 0F: 3 clusters Score -1359146 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1361478.625000 Penalty: 4576.982422
	Iteration 1F: 3 clusters Score -1361479 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1361773.125000 Penalty: 4576.982422
	Iteration 2F: 3 clusters Score -1361773 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1361968.625000 Penalty: 4576.982422
	Iteration 3Q: 3 clusters Score -1361969 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1362126.875000 Penalty: 4576.982422
	Iteration 4Q: 3 clusters Score -1362127 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1362263.000000 Penalty: 4576.982422
	Iteration 5Q: 3 clusters Score -1362263 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1362408.375000 Penalty: 4576.982422
	Iteration 6Q: 3 clusters Score -1362408 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1362526.750000 Penalty: 4576.982422
	Iteration 7Q: 3 clusters Score -1362527 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1362628.250000 Penalty: 4576.982422
	Iteration 8Q: 3 clusters Score -1362628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1362712.875000 Penalty: 4576.982422
	Iteration 9Q: 3 clusters Score -1362713 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1362804.250000 Penalty: 4576.982422
	Iteration 10Q: 3 clusters Score -1362804 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1362899.875000 Penalty: 4576.982422
	Iteration 11Q: 3 clusters Score -1362900 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1363009.625000 Penalty: 4576.982422
	Iteration 12Q: 3 clusters Score -1363010 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1363117.750000 Penalty: 4576.982422
	Iteration 13Q: 3 clusters Score -1363118 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1363258.500000 Penalty: 4576.982422
	Iteration 14Q: 3 clusters Score -1363258 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1363439.375000 Penalty: 4576.982422
	Iteration 15Q: 3 clusters Score -1363439 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1363649.125000 Penalty: 4576.982422
	Iteration 16Q: 3 clusters Score -1363649 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1363835.000000 Penalty: 4576.982422
	Iteration 17Q: 3 clusters Score -1363835 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1363979.875000 Penalty: 4576.982422
	Iteration 18Q: 3 clusters Score -1363980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1364072.625000 Penalty: 4576.982422
	Iteration 19Q: 3 clusters Score -1364073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1364146.750000 Penalty: 4576.982422
	Iteration 20F: 3 clusters Score -1364147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1364224.500000 Penalty: 4576.982422
	Iteration 21Q: 3 clusters Score -1364224 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1364294.500000 Penalty: 4576.982422
	Iteration 22Q: 3 clusters Score -1364294 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1364351.875000 Penalty: 4576.982422
	Iteration 23Q: 3 clusters Score -1364352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1364399.500000 Penalty: 4576.982422
	Iteration 24Q: 3 clusters Score -1364400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1364449.500000 Penalty: 4576.982422
	Iteration 25Q: 3 clusters Score -1364450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1364496.125000 Penalty: 4576.982422
	Iteration 26Q: 3 clusters Score -1364496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1364537.500000 Penalty: 4576.982422
	Iteration 27Q: 3 clusters Score -1364538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1364581.625000 Penalty: 4576.982422
	Iteration 28Q: 3 clusters Score -1364582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1364634.000000 Penalty: 4576.982422
	Iteration 29Q: 3 clusters Score -1364634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1364668.500000 Penalty: 4576.982422
	Iteration 30Q: 3 clusters Score -1364668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1364702.500000 Penalty: 4576.982422
	Iteration 31Q: 3 clusters Score -1364702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1364726.750000 Penalty: 4576.982422
	Iteration 32Q: 3 clusters Score -1364727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1364745.875000 Penalty: 4576.982422
	Iteration 33Q: 3 clusters Score -1364746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1364760.250000 Penalty: 4576.982422
	Iteration 34Q: 3 clusters Score -1364760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1364777.250000 Penalty: 4576.982422
	Iteration 35Q: 3 clusters Score -1364777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1364787.500000 Penalty: 4576.982422
	Iteration 36Q: 3 clusters Score -1364788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1364796.250000 Penalty: 4576.982422
	Iteration 37Q: 3 clusters Score -1364796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1364806.125000 Penalty: 4576.982422
	Iteration 38Q: 3 clusters Score -1364806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1364819.250000 Penalty: 4576.982422
	Iteration 39Q: 3 clusters Score -1364819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1364838.125000 Penalty: 4576.982422
	Iteration 40F: 3 clusters Score -1364838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1364853.750000 Penalty: 4576.982422
	Iteration 41Q: 3 clusters Score -1364854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1364875.000000 Penalty: 4576.982422
	Iteration 42Q: 3 clusters Score -1364875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1364887.875000 Penalty: 4576.982422
	Iteration 43Q: 3 clusters Score -1364888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1364908.750000 Penalty: 4576.982422
	Iteration 44Q: 3 clusters Score -1364909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1364937.750000 Penalty: 4576.982422
	Iteration 45Q: 3 clusters Score -1364938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1364956.375000 Penalty: 4576.982422
	Iteration 46Q: 3 clusters Score -1364956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1364994.750000 Penalty: 4576.982422
	Iteration 47Q: 3 clusters Score -1364995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1365028.500000 Penalty: 4576.982422
	Iteration 48Q: 3 clusters Score -1365028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1365055.625000 Penalty: 4576.982422
	Iteration 49Q: 3 clusters Score -1365056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1365071.125000 Penalty: 4576.982422
	Iteration 50Q: 3 clusters Score -1365071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1365087.250000 Penalty: 4576.982422
	Iteration 51Q: 3 clusters Score -1365087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1365096.125000 Penalty: 4576.982422
	Iteration 52Q: 3 clusters Score -1365096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1365109.625000 Penalty: 4576.982422
	Iteration 53Q: 3 clusters Score -1365110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1365120.125000 Penalty: 4576.982422
	Iteration 54Q: 3 clusters Score -1365120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1365125.500000 Penalty: 4576.982422
	Iteration 55Q: 3 clusters Score -1365126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1365130.500000 Penalty: 4576.982422
	Iteration 56Q: 3 clusters Score -1365130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1365138.625000 Penalty: 4576.982422
	Iteration 57Q: 3 clusters Score -1365139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1365138.625000 Penalty: 4576.982422
	Iteration 58Q: 3 clusters Score -1365139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1365139.875000 Penalty: 4576.982422
	Iteration 59Q: 3 clusters Score -1365140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1365145.000000 Penalty: 4576.982422
	Iteration 60F: 3 clusters Score -1365145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1365148.250000 Penalty: 4576.982422
	Iteration 61Q: 3 clusters Score -1365148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1365149.875000 Penalty: 4576.982422
	Iteration 62Q: 3 clusters Score -1365150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1365146.250000 Penalty: 4576.982422
	Iteration 63Q: 3 clusters Score -1365146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1365150.000000 Penalty: 4576.982422
	Iteration 64Q: 3 clusters Score -1365150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1365150.625000 Penalty: 4576.982422
	Iteration 65Q: 3 clusters Score -1365151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1365152.375000 Penalty: 4576.982422
	Iteration 66Q: 3 clusters Score -1365152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1365153.250000 Penalty: 4576.982422
	Iteration 67Q: 3 clusters Score -1365153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1365155.000000 Penalty: 4576.982422
	Iteration 68Q: 3 clusters Score -1365155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1365154.500000 Penalty: 4576.982422
	Iteration 69Q: 3 clusters Score -1365154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1365158.250000 Penalty: 4576.982422
	Iteration 70Q: 3 clusters Score -1365158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1365160.750000 Penalty: 4576.982422
	Iteration 71Q: 3 clusters Score -1365161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1365159.500000 Penalty: 4576.982422
	Iteration 72Q: 3 clusters Score -1365160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1365163.000000 Penalty: 4576.982422
	Iteration 73Q: 3 clusters Score -1365163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1365164.000000 Penalty: 4576.982422
	Iteration 74Q: 3 clusters Score -1365164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1365163.375000 Penalty: 4576.982422
	Iteration 75Q: 3 clusters Score -1365163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1365164.250000 Penalty: 4576.982422
	Iteration 76Q: 3 clusters Score -1365164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1365164.750000 Penalty: 4576.982422
	Iteration 77Q: 3 clusters Score -1365165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1365165.625000 Penalty: 4576.982422
	Iteration 78Q: 3 clusters Score -1365166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1365165.125000 Penalty: 4576.982422
	Iteration 79Q: 3 clusters Score -1365165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1365165.125000 Penalty: 4576.982422
	Iteration 80F: 3 clusters Score -1365165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Entering Unmasked Estep 
Score: -1418373.375000 Penalty: 2297.935791
	Iteration 0F: 2 clusters Score -1418373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1410279.250000 Penalty: 4595.871582
	Iteration 0F: 3 clusters Score -1410279 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1412833.750000 Penalty: 4595.871582
	Iteration 1F: 3 clusters Score -1412834 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1413542.500000 Penalty: 4595.871582
	Iteration 2F: 3 clusters Score -1413542 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1414265.000000 Penalty: 4595.871582
	Iteration 3F: 3 clusters Score -1414265 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1414929.250000 Penalty: 4595.871582
	Iteration 4F: 3 clusters Score -1414929 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1415425.625000 Penalty: 4595.871582
	Iteration 5F: 3 clusters Score -1415426 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1415778.375000 Penalty: 4595.871582
	Iteration 6F: 3 clusters Score -1415778 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1416020.500000 Penalty: 4595.871582
	Iteration 7Q: 3 clusters Score -1416020 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1416195.500000 Penalty: 4595.871582
	Iteration 8Q: 3 clusters Score -1416196 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1416331.000000 Penalty: 4595.871582
	Iteration 9Q: 3 clusters Score -1416331 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1416446.750000 Penalty: 4595.871582
	Iteration 10Q: 3 clusters Score -1416447 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1416546.250000 Penalty: 4595.871582
	Iteration 11Q: 3 clusters Score -1416546 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1416641.000000 Penalty: 4595.871582
	Iteration 12Q: 3 clusters Score -1416641 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1416750.375000 Penalty: 4595.871582
	Iteration 13Q: 3 clusters Score -1416750 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1416875.500000 Penalty: 4595.871582
	Iteration 14Q: 3 clusters Score -1416876 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1417010.500000 Penalty: 4595.871582
	Iteration 15Q: 3 clusters Score -1417010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1417136.625000 Penalty: 4595.871582
	Iteration 16Q: 3 clusters Score -1417137 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1417241.250000 Penalty: 4595.871582
	Iteration 17Q: 3 clusters Score -1417241 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1417358.250000 Penalty: 4595.871582
	Iteration 18Q: 3 clusters Score -1417358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1417450.250000 Penalty: 4595.871582
	Iteration 19Q: 3 clusters Score -1417450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1417530.375000 Penalty: 4595.871582
	Iteration 20F: 3 clusters Score -1417530 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1417587.000000 Penalty: 4595.871582
	Iteration 21Q: 3 clusters Score -1417587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1417628.500000 Penalty: 4595.871582
	Iteration 22Q: 3 clusters Score -1417628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1417661.750000 Penalty: 4595.871582
	Iteration 23Q: 3 clusters Score -1417662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1417683.875000 Penalty: 4595.871582
	Iteration 24Q: 3 clusters Score -1417684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1417704.625000 Penalty: 4595.871582
	Iteration 25Q: 3 clusters Score -1417705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1417709.125000 Penalty: 4595.871582
	Iteration 26Q: 3 clusters Score -1417709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1417725.000000 Penalty: 4595.871582
	Iteration 27Q: 3 clusters Score -1417725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1417731.875000 Penalty: 4595.871582
	Iteration 28Q: 3 clusters Score -1417732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1417740.875000 Penalty: 4595.871582
	Iteration 29Q: 3 clusters Score -1417741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1417741.875000 Penalty: 4595.871582
	Iteration 30Q: 3 clusters Score -1417742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1417745.000000 Penalty: 4595.871582
	Iteration 31Q: 3 clusters Score -1417745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1417746.875000 Penalty: 4595.871582
	Iteration 32Q: 3 clusters Score -1417747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1417749.000000 Penalty: 4595.871582
	Iteration 33Q: 3 clusters Score -1417749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1417749.500000 Penalty: 4595.871582
	Iteration 34Q: 3 clusters Score -1417750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1417752.625000 Penalty: 4595.871582
	Iteration 35Q: 3 clusters Score -1417753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1417758.500000 Penalty: 4595.871582
	Iteration 36Q: 3 clusters Score -1417758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1417763.375000 Penalty: 4595.871582
	Iteration 37Q: 3 clusters Score -1417763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1417768.000000 Penalty: 4595.871582
	Iteration 38Q: 3 clusters Score -1417768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1417768.125000 Penalty: 4595.871582
	Iteration 39Q: 3 clusters Score -1417768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1417768.125000 Penalty: 4595.871582
	Iteration 40F: 3 clusters Score -1417768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Entering Unmasked Estep 
Score: -2438968.500000 Penalty: 2429.245605
	Iteration 0F: 2 clusters Score -2438968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2426064.750000 Penalty: 4858.491211
	Iteration 0F: 3 clusters Score -2426065 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2430278.750000 Penalty: 4858.491211
	Iteration 1F: 3 clusters Score -2430279 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2430640.500000 Penalty: 4858.491211
	Iteration 2F: 3 clusters Score -2430640 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2430943.250000 Penalty: 4858.491211
	Iteration 3Q: 3 clusters Score -2430943 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2431236.250000 Penalty: 4858.491211
	Iteration 4Q: 3 clusters Score -2431236 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2431493.000000 Penalty: 4858.491211
	Iteration 5Q: 3 clusters Score -2431493 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2431721.500000 Penalty: 4858.491211
	Iteration 6Q: 3 clusters Score -2431722 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2431926.250000 Penalty: 4858.491211
	Iteration 7Q: 3 clusters Score -2431926 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2432107.500000 Penalty: 4858.491211
	Iteration 8Q: 3 clusters Score -2432108 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2432282.000000 Penalty: 4858.491211
	Iteration 9Q: 3 clusters Score -2432282 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2432463.000000 Penalty: 4858.491211
	Iteration 10Q: 3 clusters Score -2432463 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2432651.750000 Penalty: 4858.491211
	Iteration 11Q: 3 clusters Score -2432652 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2432867.000000 Penalty: 4858.491211
	Iteration 12Q: 3 clusters Score -2432867 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2433142.750000 Penalty: 4858.491211
	Iteration 13Q: 3 clusters Score -2433143 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2433483.250000 Penalty: 4858.491211
	Iteration 14Q: 3 clusters Score -2433483 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2433912.500000 Penalty: 4858.491211
	Iteration 15Q: 3 clusters Score -2433912 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2434413.000000 Penalty: 4858.491211
	Iteration 16Q: 3 clusters Score -2434413 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2434926.500000 Penalty: 4858.491211
	Iteration 17Q: 3 clusters Score -2434926 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2435443.750000 Penalty: 4858.491211
	Iteration 18Q: 3 clusters Score -2435444 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2435854.750000 Penalty: 4858.491211
	Iteration 19Q: 3 clusters Score -2435855 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2436195.000000 Penalty: 4858.491211
	Iteration 20F: 3 clusters Score -2436195 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2436386.750000 Penalty: 4858.491211
	Iteration 21Q: 3 clusters Score -2436387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2436509.000000 Penalty: 4858.491211
	Iteration 22Q: 3 clusters Score -2436509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2436585.500000 Penalty: 4858.491211
	Iteration 23Q: 3 clusters Score -2436586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2436633.250000 Penalty: 4858.491211
	Iteration 24Q: 3 clusters Score -2436633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2436667.500000 Penalty: 4858.491211
	Iteration 25Q: 3 clusters Score -2436668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2436698.250000 Penalty: 4858.491211
	Iteration 26Q: 3 clusters Score -2436698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2436714.500000 Penalty: 4858.491211
	Iteration 27Q: 3 clusters Score -2436714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2436739.250000 Penalty: 4858.491211
	Iteration 28Q: 3 clusters Score -2436739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2436756.500000 Penalty: 4858.491211
	Iteration 29Q: 3 clusters Score -2436756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2436769.750000 Penalty: 4858.491211
	Iteration 30Q: 3 clusters Score -2436770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2436787.500000 Penalty: 4858.491211
	Iteration 31Q: 3 clusters Score -2436788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2436802.000000 Penalty: 4858.491211
	Iteration 32Q: 3 clusters Score -2436802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2436816.250000 Penalty: 4858.491211
	Iteration 33Q: 3 clusters Score -2436816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2436834.500000 Penalty: 4858.491211
	Iteration 34Q: 3 clusters Score -2436834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2436839.250000 Penalty: 4858.491211
	Iteration 35Q: 3 clusters Score -2436839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2436846.250000 Penalty: 4858.491211
	Iteration 36Q: 3 clusters Score -2436846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2436853.500000 Penalty: 4858.491211
	Iteration 37Q: 3 clusters Score -2436854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2436856.750000 Penalty: 4858.491211
	Iteration 38Q: 3 clusters Score -2436857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2436859.250000 Penalty: 4858.491211
	Iteration 39Q: 3 clusters Score -2436859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2436859.250000 Penalty: 4858.491211
	Iteration 40F: 3 clusters Score -2436859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -23486.394531 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -23486.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22529.833984 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -22529.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22706.824219 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -22706.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22772.773438 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -22772.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22802.408203 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -22802.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22832.191406 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -22832.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22832.191406 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -22832.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -693013.000000 Penalty: 2131.763184
	Iteration 0F: 2 clusters Score -693013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -688290.625000 Penalty: 4263.526367
	Iteration 0F: 3 clusters Score -688290.6 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -689925.875000 Penalty: 4263.526367
	Iteration 1F: 3 clusters Score -689925.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -690669.750000 Penalty: 4263.526367
	Iteration 2F: 3 clusters Score -690669.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -691295.250000 Penalty: 4263.526367
	Iteration 3F: 3 clusters Score -691295.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -691734.687500 Penalty: 4263.526367
	Iteration 4F: 3 clusters Score -691734.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -692037.437500 Penalty: 4263.526367
	Iteration 5F: 3 clusters Score -692037.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -692291.750000 Penalty: 4263.526367
	Iteration 6Q: 3 clusters Score -692291.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -692469.375000 Penalty: 4263.526367
	Iteration 7Q: 3 clusters Score -692469.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -692579.875000 Penalty: 4263.526367
	Iteration 8Q: 3 clusters Score -692579.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -692658.625000 Penalty: 4263.526367
	Iteration 9Q: 3 clusters Score -692658.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -692724.437500 Penalty: 4263.526367
	Iteration 10Q: 3 clusters Score -692724.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -692771.937500 Penalty: 4263.526367
	Iteration 11Q: 3 clusters Score -692771.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -692818.000000 Penalty: 4263.526367
	Iteration 12Q: 3 clusters Score -692818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -692860.062500 Penalty: 4263.526367
	Iteration 13Q: 3 clusters Score -692860.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -692888.375000 Penalty: 4263.526367
	Iteration 14Q: 3 clusters Score -692888.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -692901.750000 Penalty: 4263.526367
	Iteration 15Q: 3 clusters Score -692901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -692908.000000 Penalty: 4263.526367
	Iteration 16Q: 3 clusters Score -692908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -692912.500000 Penalty: 4263.526367
	Iteration 17Q: 3 clusters Score -692912.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -692919.562500 Penalty: 4263.526367
	Iteration 18Q: 3 clusters Score -692919.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -692925.500000 Penalty: 4263.526367
	Iteration 19Q: 3 clusters Score -692925.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -692929.312500 Penalty: 4263.526367
	Iteration 20F: 3 clusters Score -692929.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -692935.937500 Penalty: 4263.526367
	Iteration 21Q: 3 clusters Score -692935.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -692938.750000 Penalty: 4263.526367
	Iteration 22Q: 3 clusters Score -692938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -692942.750000 Penalty: 4263.526367
	Iteration 23Q: 3 clusters Score -692942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -692941.062500 Penalty: 4263.526367
	Iteration 24Q: 3 clusters Score -692941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -692943.562500 Penalty: 4263.526367
	Iteration 25Q: 3 clusters Score -692943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -692945.312500 Penalty: 4263.526367
	Iteration 26Q: 3 clusters Score -692945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -692945.187500 Penalty: 4263.526367
	Iteration 27Q: 3 clusters Score -692945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -692946.312500 Penalty: 4263.526367
	Iteration 28Q: 3 clusters Score -692946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -692946.375000 Penalty: 4263.526367
	Iteration 29Q: 3 clusters Score -692946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -692948.937500 Penalty: 4263.526367
	Iteration 30Q: 3 clusters Score -692948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -692949.250000 Penalty: 4263.526367
	Iteration 31Q: 3 clusters Score -692949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -692950.562500 Penalty: 4263.526367
	Iteration 32Q: 3 clusters Score -692950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -692954.562500 Penalty: 4263.526367
	Iteration 33Q: 3 clusters Score -692954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -692955.937500 Penalty: 4263.526367
	Iteration 34Q: 3 clusters Score -692955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -692957.312500 Penalty: 4263.526367
	Iteration 35Q: 3 clusters Score -692957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -692958.375000 Penalty: 4263.526367
	Iteration 36Q: 3 clusters Score -692958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -692960.187500 Penalty: 4263.526367
	Iteration 37Q: 3 clusters Score -692960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -692960.000000 Penalty: 4263.526367
	Iteration 38Q: 3 clusters Score -692960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -692959.937500 Penalty: 4263.526367
	Iteration 39Q: 3 clusters Score -692959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -692960.562500 Penalty: 4263.526367
	Iteration 40F: 3 clusters Score -692960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -692961.625000 Penalty: 4263.526367
	Iteration 41Q: 3 clusters Score -692961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -692963.125000 Penalty: 4263.526367
	Iteration 42Q: 3 clusters Score -692963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -692962.125000 Penalty: 4263.526367
	Iteration 43Q: 3 clusters Score -692962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -692962.375000 Penalty: 4263.526367
	Iteration 44Q: 3 clusters Score -692962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -692962.687500 Penalty: 4263.526367
	Iteration 45Q: 3 clusters Score -692962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -692962.562500 Penalty: 4263.526367
	Iteration 46Q: 3 clusters Score -692962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -692964.562500 Penalty: 4263.526367
	Iteration 47Q: 3 clusters Score -692964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -692964.500000 Penalty: 4263.526367
	Iteration 48Q: 3 clusters Score -692964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -692963.875000 Penalty: 4263.526367
	Iteration 49Q: 3 clusters Score -692963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -692964.750000 Penalty: 4263.526367
	Iteration 50Q: 3 clusters Score -692964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -692965.937500 Penalty: 4263.526367
	Iteration 51Q: 3 clusters Score -692965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -692966.750000 Penalty: 4263.526367
	Iteration 52Q: 3 clusters Score -692966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -692966.812500 Penalty: 4263.526367
	Iteration 53Q: 3 clusters Score -692966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -692967.437500 Penalty: 4263.526367
	Iteration 54Q: 3 clusters Score -692967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -692967.750000 Penalty: 4263.526367
	Iteration 55Q: 3 clusters Score -692967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -692969.312500 Penalty: 4263.526367
	Iteration 56Q: 3 clusters Score -692969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -692969.437500 Penalty: 4263.526367
	Iteration 57Q: 3 clusters Score -692969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -692970.000000 Penalty: 4263.526367
	Iteration 58Q: 3 clusters Score -692970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -692970.125000 Penalty: 4263.526367
	Iteration 59Q: 3 clusters Score -692970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -692971.250000 Penalty: 4263.526367
	Iteration 60F: 3 clusters Score -692971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -692970.687500 Penalty: 4263.526367
	Iteration 61Q: 3 clusters Score -692970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -692970.437500 Penalty: 4263.526367
	Iteration 62Q: 3 clusters Score -692970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -692970.750000 Penalty: 4263.526367
	Iteration 63Q: 3 clusters Score -692970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -692972.250000 Penalty: 4263.526367
	Iteration 64Q: 3 clusters Score -692972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -692973.000000 Penalty: 4263.526367
	Iteration 65Q: 3 clusters Score -692973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -692972.437500 Penalty: 4263.526367
	Iteration 66Q: 3 clusters Score -692972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -692972.437500 Penalty: 4263.526367
	Iteration 67F: 3 clusters Score -692972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Entering Unmasked Estep 
Score: -15866525.000000 Penalty: 2895.992188
	Iteration 0F: 2 clusters Score -1.586652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -15790336.000000 Penalty: 5791.984375
	Iteration 0F: 3 clusters Score -1.579034e+07 nChanged 55804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -15822280.000000 Penalty: 5791.984375
	Iteration 1F: 3 clusters Score -1.582228e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -15822944.000000 Penalty: 5791.984375
	Iteration 2Q: 3 clusters Score -1.582294e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -15823939.000000 Penalty: 5791.984375
	Iteration 3Q: 3 clusters Score -1.582394e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -15825404.000000 Penalty: 5791.984375
	Iteration 4Q: 3 clusters Score -1.58254e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -15828074.000000 Penalty: 5791.984375
	Iteration 5Q: 3 clusters Score -1.582807e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -15832546.000000 Penalty: 5791.984375
	Iteration 6F: 3 clusters Score -1.583255e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -15840144.000000 Penalty: 5791.984375
	Iteration 7F: 3 clusters Score -1.584014e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -15850035.000000 Penalty: 5791.984375
	Iteration 8F: 3 clusters Score -1.585004e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -15858117.000000 Penalty: 5791.984375
	Iteration 9F: 3 clusters Score -1.585812e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15862006.000000 Penalty: 5791.984375
	Iteration 10Q: 3 clusters Score -1.586201e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15863338.000000 Penalty: 5791.984375
	Iteration 11Q: 3 clusters Score -1.586334e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117458 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15863745.000000 Penalty: 5791.984375
	Iteration 12Q: 3 clusters Score -1.586374e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15863853.000000 Penalty: 5791.984375
	Iteration 13Q: 3 clusters Score -1.586385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117612 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15863929.000000 Penalty: 5791.984375
	Iteration 14Q: 3 clusters Score -1.586393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117633 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15863954.000000 Penalty: 5791.984375
	Iteration 15Q: 3 clusters Score -1.586395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117643 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15863986.000000 Penalty: 5791.984375
	Iteration 16Q: 3 clusters Score -1.586399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15864009.000000 Penalty: 5791.984375
	Iteration 17Q: 3 clusters Score -1.586401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117651 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15864016.000000 Penalty: 5791.984375
	Iteration 18Q: 3 clusters Score -1.586402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117655 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15864016.000000 Penalty: 5791.984375
	Iteration 19Q: 3 clusters Score -1.586402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117657 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15864028.000000 Penalty: 5791.984375
	Iteration 20F: 3 clusters Score -1.586403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -188018.046875 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -188018 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 862 members 
Entering Unmasked Estep 
Score: -185741.359375 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -185741.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186962.453125 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -186962.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -187783.718750 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -187783.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188268.468750 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -188268.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -188657.593750 Penalty: 3691.476318
	Iteration 4F: 3 clusters Score -188657.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -189435.437500 Penalty: 3691.476318
	Iteration 5F: 3 clusters Score -189435.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -190030.187500 Penalty: 3691.476318
	Iteration 6F: 3 clusters Score -190030.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -190257.562500 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -190257.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -190507.750000 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -190507.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -190686.953125 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -190687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -190707.687500 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -190707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190719.953125 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -190720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190741.500000 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -190741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190763.171875 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -190763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190796.375000 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -190796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190815.750000 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -190815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190830.562500 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -190830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190846.375000 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -190846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190862.859375 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -190862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -190884.203125 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -190884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190919.718750 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -190919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -190965.984375 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -190966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -190995.609375 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -190995.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -191169.078125 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -191169.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -191477.859375 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -191477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -191831.765625 Penalty: 3691.476318
	Iteration 25Q: 3 clusters Score -191831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -191905.109375 Penalty: 3691.476318
	Iteration 26Q: 3 clusters Score -191905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191908.484375 Penalty: 3691.476318
	Iteration 27Q: 3 clusters Score -191908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191908.484375 Penalty: 3691.476318
	Iteration 28F: 3 clusters Score -191908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 49560 members 
Mstep: Class 7 contains 32617 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 17950 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 117876 members 
Mstep: Class 15 contains 814 members 
Mstep: Class 16 contains 141131 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 893 members 
Entering Unmasked Estep 
Score: -62765636.000000 Penalty: 61602.574219
Splitting cluster 15 changes total score from -62761788.000000 to -62765636.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (141131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141131 members 
Entering Unmasked Estep 
Score: -18893704.000000 Penalty: 2940.645996
	Iteration 0F: 2 clusters Score -1.88937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -18806370.000000 Penalty: 5881.291992
	Iteration 0F: 3 clusters Score -1.880637e+07 nChanged 67600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -18845856.000000 Penalty: 5881.291992
	Iteration 1F: 3 clusters Score -1.884586e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -18847444.000000 Penalty: 5881.291992
	Iteration 2Q: 3 clusters Score -1.884744e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -18850070.000000 Penalty: 5881.291992
	Iteration 3Q: 3 clusters Score -1.885007e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -18853804.000000 Penalty: 5881.291992
	Iteration 4F: 3 clusters Score -1.88538e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -18859832.000000 Penalty: 5881.291992
	Iteration 5F: 3 clusters Score -1.885983e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -18868004.000000 Penalty: 5881.291992
	Iteration 6F: 3 clusters Score -1.8868e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -18876454.000000 Penalty: 5881.291992
	Iteration 7F: 3 clusters Score -1.887645e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -18881488.000000 Penalty: 5881.291992
	Iteration 8F: 3 clusters Score -1.888149e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -18883542.000000 Penalty: 5881.291992
	Iteration 9Q: 3 clusters Score -1.888354e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -18884574.000000 Penalty: 5881.291992
	Iteration 10Q: 3 clusters Score -1.888457e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -18885522.000000 Penalty: 5881.291992
	Iteration 11Q: 3 clusters Score -1.888552e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -18886384.000000 Penalty: 5881.291992
	Iteration 12Q: 3 clusters Score -1.888638e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -18887062.000000 Penalty: 5881.291992
	Iteration 13Q: 3 clusters Score -1.888706e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -18887826.000000 Penalty: 5881.291992
	Iteration 14Q: 3 clusters Score -1.888783e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -18888576.000000 Penalty: 5881.291992
	Iteration 15Q: 3 clusters Score -1.888858e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -18889074.000000 Penalty: 5881.291992
	Iteration 16Q: 3 clusters Score -1.888907e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -18889360.000000 Penalty: 5881.291992
	Iteration 17Q: 3 clusters Score -1.888936e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -18889556.000000 Penalty: 5881.291992
	Iteration 18Q: 3 clusters Score -1.888956e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -18889798.000000 Penalty: 5881.291992
	Iteration 19Q: 3 clusters Score -1.88898e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -18889860.000000 Penalty: 5881.291992
	Iteration 20F: 3 clusters Score -1.888986e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -18889892.000000 Penalty: 5881.291992
	Iteration 21Q: 3 clusters Score -1.888989e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -18889930.000000 Penalty: 5881.291992
	Iteration 22Q: 3 clusters Score -1.888993e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -18889928.000000 Penalty: 5881.291992
	Iteration 23Q: 3 clusters Score -1.888993e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -18889898.000000 Penalty: 5881.291992
	Iteration 24Q: 3 clusters Score -1.88899e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -18889898.000000 Penalty: 5881.291992
	Iteration 25Q: 3 clusters Score -1.88899e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -18889950.000000 Penalty: 5881.291992
	Iteration 26Q: 3 clusters Score -1.888995e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -18889854.000000 Penalty: 5881.291992
	Iteration 27Q: 3 clusters Score -1.888985e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -18889834.000000 Penalty: 5881.291992
	Iteration 28Q: 3 clusters Score -1.888983e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -18889854.000000 Penalty: 5881.291992
	Iteration 29Q: 3 clusters Score -1.888985e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -18889850.000000 Penalty: 5881.291992
	Iteration 30Q: 3 clusters Score -1.888985e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -18889832.000000 Penalty: 5881.291992
	Iteration 31Q: 3 clusters Score -1.888983e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -18889776.000000 Penalty: 5881.291992
	Iteration 32Q: 3 clusters Score -1.888978e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -18889796.000000 Penalty: 5881.291992
	Iteration 33Q: 3 clusters Score -1.88898e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -18889762.000000 Penalty: 5881.291992
	Iteration 34Q: 3 clusters Score -1.888976e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -18889756.000000 Penalty: 5881.291992
	Iteration 35Q: 3 clusters Score -1.888976e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -18889734.000000 Penalty: 5881.291992
	Iteration 36Q: 3 clusters Score -1.888973e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -18889746.000000 Penalty: 5881.291992
	Iteration 37Q: 3 clusters Score -1.888975e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -18889678.000000 Penalty: 5881.291992
	Iteration 38Q: 3 clusters Score -1.888968e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -18889686.000000 Penalty: 5881.291992
	Iteration 39Q: 3 clusters Score -1.888969e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -18889636.000000 Penalty: 5881.291992
	Iteration 40F: 3 clusters Score -1.888964e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -18889620.000000 Penalty: 5881.291992
	Iteration 41Q: 3 clusters Score -1.888962e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -18889626.000000 Penalty: 5881.291992
	Iteration 42Q: 3 clusters Score -1.888963e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -18889670.000000 Penalty: 5881.291992
	Iteration 43Q: 3 clusters Score -1.888967e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -18889666.000000 Penalty: 5881.291992
	Iteration 44Q: 3 clusters Score -1.888967e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -18889596.000000 Penalty: 5881.291992
	Iteration 45Q: 3 clusters Score -1.88896e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -18889572.000000 Penalty: 5881.291992
	Iteration 46Q: 3 clusters Score -1.888957e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -18889562.000000 Penalty: 5881.291992
	Iteration 47Q: 3 clusters Score -1.888956e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -18889572.000000 Penalty: 5881.291992
	Iteration 48Q: 3 clusters Score -1.888957e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -18889548.000000 Penalty: 5881.291992
	Iteration 49Q: 3 clusters Score -1.888955e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -18889614.000000 Penalty: 5881.291992
	Iteration 50Q: 3 clusters Score -1.888961e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -18889590.000000 Penalty: 5881.291992
	Iteration 51Q: 3 clusters Score -1.888959e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -18889562.000000 Penalty: 5881.291992
	Iteration 52Q: 3 clusters Score -1.888956e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -18889512.000000 Penalty: 5881.291992
	Iteration 53Q: 3 clusters Score -1.888951e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -18889446.000000 Penalty: 5881.291992
	Iteration 54Q: 3 clusters Score -1.888945e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -18889516.000000 Penalty: 5881.291992
	Iteration 55Q: 3 clusters Score -1.888952e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -18889544.000000 Penalty: 5881.291992
	Iteration 56Q: 3 clusters Score -1.888954e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -18889526.000000 Penalty: 5881.291992
	Iteration 57Q: 3 clusters Score -1.888953e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -18889548.000000 Penalty: 5881.291992
	Iteration 58Q: 3 clusters Score -1.888955e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -18889526.000000 Penalty: 5881.291992
	Iteration 59Q: 3 clusters Score -1.888953e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -18889520.000000 Penalty: 5881.291992
	Iteration 60F: 3 clusters Score -1.888952e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -18889534.000000 Penalty: 5881.291992
	Iteration 61Q: 3 clusters Score -1.888953e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -18889548.000000 Penalty: 5881.291992
	Iteration 62Q: 3 clusters Score -1.888955e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -18889570.000000 Penalty: 5881.291992
	Iteration 63Q: 3 clusters Score -1.888957e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -18889560.000000 Penalty: 5881.291992
	Iteration 64Q: 3 clusters Score -1.888956e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -18889536.000000 Penalty: 5881.291992
	Iteration 65Q: 3 clusters Score -1.888954e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -18889516.000000 Penalty: 5881.291992
	Iteration 66Q: 3 clusters Score -1.888952e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -18889510.000000 Penalty: 5881.291992
	Iteration 67Q: 3 clusters Score -1.888951e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -18889522.000000 Penalty: 5881.291992
	Iteration 68Q: 3 clusters Score -1.888952e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -18889498.000000 Penalty: 5881.291992
	Iteration 69Q: 3 clusters Score -1.88895e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -18889484.000000 Penalty: 5881.291992
	Iteration 70Q: 3 clusters Score -1.888948e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -18889436.000000 Penalty: 5881.291992
	Iteration 71Q: 3 clusters Score -1.888944e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -18889450.000000 Penalty: 5881.291992
	Iteration 72Q: 3 clusters Score -1.888945e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -18889486.000000 Penalty: 5881.291992
	Iteration 73Q: 3 clusters Score -1.888949e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -18889486.000000 Penalty: 5881.291992
	Iteration 74Q: 3 clusters Score -1.888949e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -18889496.000000 Penalty: 5881.291992
	Iteration 75Q: 3 clusters Score -1.88895e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -18889462.000000 Penalty: 5881.291992
	Iteration 76Q: 3 clusters Score -1.888946e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -18889468.000000 Penalty: 5881.291992
	Iteration 77Q: 3 clusters Score -1.888947e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -18889512.000000 Penalty: 5881.291992
	Iteration 78Q: 3 clusters Score -1.888951e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -18889512.000000 Penalty: 5881.291992
	Iteration 79Q: 3 clusters Score -1.888951e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -18889520.000000 Penalty: 5881.291992
	Iteration 80F: 3 clusters Score -1.888952e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -18889488.000000 Penalty: 5881.291992
	Iteration 81Q: 3 clusters Score -1.888949e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -18889492.000000 Penalty: 5881.291992
	Iteration 82Q: 3 clusters Score -1.888949e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -18889462.000000 Penalty: 5881.291992
	Iteration 83Q: 3 clusters Score -1.888946e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -18889498.000000 Penalty: 5881.291992
	Iteration 84Q: 3 clusters Score -1.88895e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -18889474.000000 Penalty: 5881.291992
	Iteration 85Q: 3 clusters Score -1.888947e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -18889462.000000 Penalty: 5881.291992
	Iteration 86Q: 3 clusters Score -1.888946e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -18889482.000000 Penalty: 5881.291992
	Iteration 87Q: 3 clusters Score -1.888948e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -18889478.000000 Penalty: 5881.291992
	Iteration 88Q: 3 clusters Score -1.888948e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -18889478.000000 Penalty: 5881.291992
	Iteration 89Q: 3 clusters Score -1.888948e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -18889504.000000 Penalty: 5881.291992
	Iteration 90Q: 3 clusters Score -1.88895e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -18889526.000000 Penalty: 5881.291992
	Iteration 91Q: 3 clusters Score -1.888953e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -18889586.000000 Penalty: 5881.291992
	Iteration 92Q: 3 clusters Score -1.888959e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -18889538.000000 Penalty: 5881.291992
	Iteration 93Q: 3 clusters Score -1.888954e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -18889570.000000 Penalty: 5881.291992
	Iteration 94Q: 3 clusters Score -1.888957e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -18889556.000000 Penalty: 5881.291992
	Iteration 95Q: 3 clusters Score -1.888956e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -18889540.000000 Penalty: 5881.291992
	Iteration 96Q: 3 clusters Score -1.888954e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -18889542.000000 Penalty: 5881.291992
	Iteration 97Q: 3 clusters Score -1.888954e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -18889544.000000 Penalty: 5881.291992
	Iteration 98Q: 3 clusters Score -1.888954e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -18889570.000000 Penalty: 5881.291992
	Iteration 99Q: 3 clusters Score -1.888957e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -18889562.000000 Penalty: 5881.291992
	Iteration 100F: 3 clusters Score -1.888956e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -18889594.000000 Penalty: 5881.291992
	Iteration 101Q: 3 clusters Score -1.888959e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -18889600.000000 Penalty: 5881.291992
	Iteration 102Q: 3 clusters Score -1.88896e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -18889588.000000 Penalty: 5881.291992
	Iteration 103Q: 3 clusters Score -1.888959e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -18889622.000000 Penalty: 5881.291992
	Iteration 104Q: 3 clusters Score -1.888962e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -18889658.000000 Penalty: 5881.291992
	Iteration 105Q: 3 clusters Score -1.888966e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -18889670.000000 Penalty: 5881.291992
	Iteration 106Q: 3 clusters Score -1.888967e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -18889674.000000 Penalty: 5881.291992
	Iteration 107Q: 3 clusters Score -1.888967e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -18889694.000000 Penalty: 5881.291992
	Iteration 108Q: 3 clusters Score -1.888969e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -18889682.000000 Penalty: 5881.291992
	Iteration 109Q: 3 clusters Score -1.888968e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -18889670.000000 Penalty: 5881.291992
	Iteration 110Q: 3 clusters Score -1.888967e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -18889680.000000 Penalty: 5881.291992
	Iteration 111Q: 3 clusters Score -1.888968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -18889658.000000 Penalty: 5881.291992
	Iteration 112Q: 3 clusters Score -1.888966e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -18889678.000000 Penalty: 5881.291992
	Iteration 113Q: 3 clusters Score -1.888968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -18889664.000000 Penalty: 5881.291992
	Iteration 114Q: 3 clusters Score -1.888966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -18889662.000000 Penalty: 5881.291992
	Iteration 115Q: 3 clusters Score -1.888966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -18889664.000000 Penalty: 5881.291992
	Iteration 116Q: 3 clusters Score -1.888966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -18889666.000000 Penalty: 5881.291992
	Iteration 117Q: 3 clusters Score -1.888967e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -18889676.000000 Penalty: 5881.291992
	Iteration 118Q: 3 clusters Score -1.888968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -18889700.000000 Penalty: 5881.291992
	Iteration 119Q: 3 clusters Score -1.88897e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -18889692.000000 Penalty: 5881.291992
	Iteration 120F: 3 clusters Score -1.888969e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -18889682.000000 Penalty: 5881.291992
	Iteration 121Q: 3 clusters Score -1.888968e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -18889702.000000 Penalty: 5881.291992
	Iteration 122Q: 3 clusters Score -1.88897e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -18889700.000000 Penalty: 5881.291992
	Iteration 123Q: 3 clusters Score -1.88897e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -18889698.000000 Penalty: 5881.291992
	Iteration 124Q: 3 clusters Score -1.88897e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -18889718.000000 Penalty: 5881.291992
	Iteration 125Q: 3 clusters Score -1.888972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -18889730.000000 Penalty: 5881.291992
	Iteration 126Q: 3 clusters Score -1.888973e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -18889710.000000 Penalty: 5881.291992
	Iteration 127Q: 3 clusters Score -1.888971e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -18889698.000000 Penalty: 5881.291992
	Iteration 128Q: 3 clusters Score -1.88897e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -18889716.000000 Penalty: 5881.291992
	Iteration 129Q: 3 clusters Score -1.888972e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -18889714.000000 Penalty: 5881.291992
	Iteration 130Q: 3 clusters Score -1.888971e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -18889744.000000 Penalty: 5881.291992
	Iteration 131Q: 3 clusters Score -1.888974e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -18889710.000000 Penalty: 5881.291992
	Iteration 132Q: 3 clusters Score -1.888971e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -18889676.000000 Penalty: 5881.291992
	Iteration 133Q: 3 clusters Score -1.888968e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -18889654.000000 Penalty: 5881.291992
	Iteration 134Q: 3 clusters Score -1.888965e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -18889684.000000 Penalty: 5881.291992
	Iteration 135Q: 3 clusters Score -1.888968e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -18889680.000000 Penalty: 5881.291992
	Iteration 136Q: 3 clusters Score -1.888968e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -18889722.000000 Penalty: 5881.291992
	Iteration 137Q: 3 clusters Score -1.888972e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -18889714.000000 Penalty: 5881.291992
	Iteration 138Q: 3 clusters Score -1.888971e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -18889732.000000 Penalty: 5881.291992
	Iteration 139Q: 3 clusters Score -1.888973e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -18889800.000000 Penalty: 5881.291992
	Iteration 140F: 3 clusters Score -1.88898e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -18889834.000000 Penalty: 5881.291992
	Iteration 141Q: 3 clusters Score -1.888983e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -18889860.000000 Penalty: 5881.291992
	Iteration 142Q: 3 clusters Score -1.888986e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -18889896.000000 Penalty: 5881.291992
	Iteration 143Q: 3 clusters Score -1.88899e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -18889922.000000 Penalty: 5881.291992
	Iteration 144Q: 3 clusters Score -1.888992e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -18889938.000000 Penalty: 5881.291992
	Iteration 145Q: 3 clusters Score -1.888994e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -18889970.000000 Penalty: 5881.291992
	Iteration 146Q: 3 clusters Score -1.888997e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -18889942.000000 Penalty: 5881.291992
	Iteration 147Q: 3 clusters Score -1.888994e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -18889918.000000 Penalty: 5881.291992
	Iteration 148Q: 3 clusters Score -1.888992e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -18889918.000000 Penalty: 5881.291992
	Iteration 149Q: 3 clusters Score -1.888992e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -18889900.000000 Penalty: 5881.291992
	Iteration 150Q: 3 clusters Score -1.88899e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -18889892.000000 Penalty: 5881.291992
	Iteration 151Q: 3 clusters Score -1.888989e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -18889922.000000 Penalty: 5881.291992
	Iteration 152Q: 3 clusters Score -1.888992e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -18889882.000000 Penalty: 5881.291992
	Iteration 153Q: 3 clusters Score -1.888988e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100027 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -18889886.000000 Penalty: 5881.291992
	Iteration 154Q: 3 clusters Score -1.888989e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -18889908.000000 Penalty: 5881.291992
	Iteration 155Q: 3 clusters Score -1.888991e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -18889880.000000 Penalty: 5881.291992
	Iteration 156Q: 3 clusters Score -1.888988e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -18889870.000000 Penalty: 5881.291992
	Iteration 157Q: 3 clusters Score -1.888987e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -18889860.000000 Penalty: 5881.291992
	Iteration 158Q: 3 clusters Score -1.888986e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -18889930.000000 Penalty: 5881.291992
	Iteration 159Q: 3 clusters Score -1.888993e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -18889938.000000 Penalty: 5881.291992
	Iteration 160F: 3 clusters Score -1.888994e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -18889970.000000 Penalty: 5881.291992
	Iteration 161Q: 3 clusters Score -1.888997e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -18889978.000000 Penalty: 5881.291992
	Iteration 162Q: 3 clusters Score -1.888998e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -18889984.000000 Penalty: 5881.291992
	Iteration 163Q: 3 clusters Score -1.888998e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -18889984.000000 Penalty: 5881.291992
	Iteration 164Q: 3 clusters Score -1.888998e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -18889980.000000 Penalty: 5881.291992
	Iteration 165Q: 3 clusters Score -1.888998e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -18889962.000000 Penalty: 5881.291992
	Iteration 166Q: 3 clusters Score -1.888996e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -18889942.000000 Penalty: 5881.291992
	Iteration 167Q: 3 clusters Score -1.888994e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -18889950.000000 Penalty: 5881.291992
	Iteration 168Q: 3 clusters Score -1.888995e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -18889940.000000 Penalty: 5881.291992
	Iteration 169Q: 3 clusters Score -1.888994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -18889922.000000 Penalty: 5881.291992
	Iteration 170Q: 3 clusters Score -1.888992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -18889910.000000 Penalty: 5881.291992
	Iteration 171Q: 3 clusters Score -1.888991e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -18889918.000000 Penalty: 5881.291992
	Iteration 172Q: 3 clusters Score -1.888992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -18889876.000000 Penalty: 5881.291992
	Iteration 173Q: 3 clusters Score -1.888988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 174Q: 3 clusters Score -1.888989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -18889890.000000 Penalty: 5881.291992
	Iteration 175Q: 3 clusters Score -1.888989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 176Q: 3 clusters Score -1.888989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 177Q: 3 clusters Score -1.888991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -18889896.000000 Penalty: 5881.291992
	Iteration 178Q: 3 clusters Score -1.88899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 179Q: 3 clusters Score -1.888991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 180F: 3 clusters Score -1.888989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -18889892.000000 Penalty: 5881.291992
	Iteration 181Q: 3 clusters Score -1.888989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -18889882.000000 Penalty: 5881.291992
	Iteration 182Q: 3 clusters Score -1.888988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -18889908.000000 Penalty: 5881.291992
	Iteration 183Q: 3 clusters Score -1.888991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 184Q: 3 clusters Score -1.888989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -18889902.000000 Penalty: 5881.291992
	Iteration 185Q: 3 clusters Score -1.88899e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -18889920.000000 Penalty: 5881.291992
	Iteration 186Q: 3 clusters Score -1.888992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -18889898.000000 Penalty: 5881.291992
	Iteration 187Q: 3 clusters Score -1.88899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102368 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -18889880.000000 Penalty: 5881.291992
	Iteration 188Q: 3 clusters Score -1.888988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -18889874.000000 Penalty: 5881.291992
	Iteration 189Q: 3 clusters Score -1.888987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -18889866.000000 Penalty: 5881.291992
	Iteration 190Q: 3 clusters Score -1.888987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -18889854.000000 Penalty: 5881.291992
	Iteration 191Q: 3 clusters Score -1.888985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -18889854.000000 Penalty: 5881.291992
	Iteration 192Q: 3 clusters Score -1.888985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -18889852.000000 Penalty: 5881.291992
	Iteration 193Q: 3 clusters Score -1.888985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -18889844.000000 Penalty: 5881.291992
	Iteration 194Q: 3 clusters Score -1.888984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -18889854.000000 Penalty: 5881.291992
	Iteration 195Q: 3 clusters Score -1.888985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -18889840.000000 Penalty: 5881.291992
	Iteration 196Q: 3 clusters Score -1.888984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -18889828.000000 Penalty: 5881.291992
	Iteration 197Q: 3 clusters Score -1.888983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -18889808.000000 Penalty: 5881.291992
	Iteration 198Q: 3 clusters Score -1.888981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -18889816.000000 Penalty: 5881.291992
	Iteration 199Q: 3 clusters Score -1.888982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -18889806.000000 Penalty: 5881.291992
	Iteration 200F: 3 clusters Score -1.888981e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -18889830.000000 Penalty: 5881.291992
	Iteration 201Q: 3 clusters Score -1.888983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -18889840.000000 Penalty: 5881.291992
	Iteration 202Q: 3 clusters Score -1.888984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -18889836.000000 Penalty: 5881.291992
	Iteration 203Q: 3 clusters Score -1.888984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -18889842.000000 Penalty: 5881.291992
	Iteration 204Q: 3 clusters Score -1.888984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -18889846.000000 Penalty: 5881.291992
	Iteration 205Q: 3 clusters Score -1.888985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -18889840.000000 Penalty: 5881.291992
	Iteration 206Q: 3 clusters Score -1.888984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -18889866.000000 Penalty: 5881.291992
	Iteration 207Q: 3 clusters Score -1.888987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -18889854.000000 Penalty: 5881.291992
	Iteration 208Q: 3 clusters Score -1.888985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -18889866.000000 Penalty: 5881.291992
	Iteration 209Q: 3 clusters Score -1.888987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -18889856.000000 Penalty: 5881.291992
	Iteration 210Q: 3 clusters Score -1.888986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -18889874.000000 Penalty: 5881.291992
	Iteration 211Q: 3 clusters Score -1.888987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -18889870.000000 Penalty: 5881.291992
	Iteration 212Q: 3 clusters Score -1.888987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -18889880.000000 Penalty: 5881.291992
	Iteration 213Q: 3 clusters Score -1.888988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -18889870.000000 Penalty: 5881.291992
	Iteration 214Q: 3 clusters Score -1.888987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -18889868.000000 Penalty: 5881.291992
	Iteration 215Q: 3 clusters Score -1.888987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -18889870.000000 Penalty: 5881.291992
	Iteration 216Q: 3 clusters Score -1.888987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -18889884.000000 Penalty: 5881.291992
	Iteration 217Q: 3 clusters Score -1.888988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -18889878.000000 Penalty: 5881.291992
	Iteration 218Q: 3 clusters Score -1.888988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -18889878.000000 Penalty: 5881.291992
	Iteration 219Q: 3 clusters Score -1.888988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 220F: 3 clusters Score -1.888991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -18889902.000000 Penalty: 5881.291992
	Iteration 221Q: 3 clusters Score -1.88899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 222Q: 3 clusters Score -1.888991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -18889892.000000 Penalty: 5881.291992
	Iteration 223Q: 3 clusters Score -1.888989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 224Q: 3 clusters Score -1.888989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -18889880.000000 Penalty: 5881.291992
	Iteration 225Q: 3 clusters Score -1.888988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 226Q: 3 clusters Score -1.888989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -18889924.000000 Penalty: 5881.291992
	Iteration 227Q: 3 clusters Score -1.888992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -18889896.000000 Penalty: 5881.291992
	Iteration 228Q: 3 clusters Score -1.88899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -18889902.000000 Penalty: 5881.291992
	Iteration 229Q: 3 clusters Score -1.88899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 230Q: 3 clusters Score -1.888989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -18889908.000000 Penalty: 5881.291992
	Iteration 231Q: 3 clusters Score -1.888991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -18889918.000000 Penalty: 5881.291992
	Iteration 232Q: 3 clusters Score -1.888992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -18889944.000000 Penalty: 5881.291992
	Iteration 233Q: 3 clusters Score -1.888994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -18889950.000000 Penalty: 5881.291992
	Iteration 234Q: 3 clusters Score -1.888995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -18889936.000000 Penalty: 5881.291992
	Iteration 235Q: 3 clusters Score -1.888994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -18889928.000000 Penalty: 5881.291992
	Iteration 236Q: 3 clusters Score -1.888993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -18889918.000000 Penalty: 5881.291992
	Iteration 237Q: 3 clusters Score -1.888992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103190 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -18889908.000000 Penalty: 5881.291992
	Iteration 238Q: 3 clusters Score -1.888991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -18889892.000000 Penalty: 5881.291992
	Iteration 239Q: 3 clusters Score -1.888989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -18889888.000000 Penalty: 5881.291992
	Iteration 240F: 3 clusters Score -1.888989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -18889894.000000 Penalty: 5881.291992
	Iteration 241Q: 3 clusters Score -1.888989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -18889896.000000 Penalty: 5881.291992
	Iteration 242Q: 3 clusters Score -1.88899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -18889904.000000 Penalty: 5881.291992
	Iteration 243Q: 3 clusters Score -1.88899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -18889904.000000 Penalty: 5881.291992
	Iteration 244Q: 3 clusters Score -1.88899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -18889910.000000 Penalty: 5881.291992
	Iteration 245Q: 3 clusters Score -1.888991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -18889912.000000 Penalty: 5881.291992
	Iteration 246Q: 3 clusters Score -1.888991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -18889910.000000 Penalty: 5881.291992
	Iteration 247Q: 3 clusters Score -1.888991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -18889902.000000 Penalty: 5881.291992
	Iteration 248Q: 3 clusters Score -1.88899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 249Q: 3 clusters Score -1.888991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 250Q: 3 clusters Score -1.888991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -18889906.000000 Penalty: 5881.291992
	Iteration 251F: 3 clusters Score -1.888991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -401157.500000 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -401157.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -397858.531250 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -397858.5 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -398569.500000 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -398569.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -398781.437500 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -398781.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -398932.906250 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -398932.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -399064.000000 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -399064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -399180.343750 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -399180.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -399295.281250 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -399295.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -399403.531250 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -399403.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -399499.562500 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -399499.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -399585.156250 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -399585.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -399673.968750 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -399674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -399766.343750 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -399766.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -399834.687500 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -399834.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -399883.250000 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -399883.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -399915.625000 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -399915.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -399946.343750 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -399946.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -399980.750000 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -399980.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -399997.375000 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -399997.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400009.031250 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -400009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400016.718750 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -400016.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -400024.656250 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -400024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -400028.593750 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -400028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -400030.531250 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -400030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -400034.093750 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -400034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -400036.031250 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -400036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400038.812500 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -400038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -400040.656250 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -400040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -400041.875000 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -400041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -400044.406250 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -400044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -400045.093750 Penalty: 3976.911377
	Iteration 29Q: 3 clusters Score -400045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400045.031250 Penalty: 3976.911377
	Iteration 30Q: 3 clusters Score -400045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -400046.093750 Penalty: 3976.911377
	Iteration 31Q: 3 clusters Score -400046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -400045.968750 Penalty: 3976.911377
	Iteration 32Q: 3 clusters Score -400046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -400047.031250 Penalty: 3976.911377
	Iteration 33Q: 3 clusters Score -400047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -400047.812500 Penalty: 3976.911377
	Iteration 34Q: 3 clusters Score -400047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -400049.656250 Penalty: 3976.911377
	Iteration 35Q: 3 clusters Score -400049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400050.812500 Penalty: 3976.911377
	Iteration 36Q: 3 clusters Score -400050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400051.968750 Penalty: 3976.911377
	Iteration 37Q: 3 clusters Score -400052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -400053.062500 Penalty: 3976.911377
	Iteration 38Q: 3 clusters Score -400053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -400054.250000 Penalty: 3976.911377
	Iteration 39Q: 3 clusters Score -400054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400054.031250 Penalty: 3976.911377
	Iteration 40F: 3 clusters Score -400054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400055.500000 Penalty: 3976.911377
	Iteration 41Q: 3 clusters Score -400055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400057.500000 Penalty: 3976.911377
	Iteration 42Q: 3 clusters Score -400057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -400059.156250 Penalty: 3976.911377
	Iteration 43Q: 3 clusters Score -400059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -400060.156250 Penalty: 3976.911377
	Iteration 44Q: 3 clusters Score -400060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -400061.687500 Penalty: 3976.911377
	Iteration 45Q: 3 clusters Score -400061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -400062.625000 Penalty: 3976.911377
	Iteration 46Q: 3 clusters Score -400062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -400062.500000 Penalty: 3976.911377
	Iteration 47Q: 3 clusters Score -400062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -400062.437500 Penalty: 3976.911377
	Iteration 48Q: 3 clusters Score -400062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -400063.437500 Penalty: 3976.911377
	Iteration 49Q: 3 clusters Score -400063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -400066.656250 Penalty: 3976.911377
	Iteration 50Q: 3 clusters Score -400066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -400069.562500 Penalty: 3976.911377
	Iteration 51Q: 3 clusters Score -400069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -400071.906250 Penalty: 3976.911377
	Iteration 52Q: 3 clusters Score -400071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -400073.625000 Penalty: 3976.911377
	Iteration 53Q: 3 clusters Score -400073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -400075.156250 Penalty: 3976.911377
	Iteration 54Q: 3 clusters Score -400075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -400080.187500 Penalty: 3976.911377
	Iteration 55Q: 3 clusters Score -400080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -400086.343750 Penalty: 3976.911377
	Iteration 56Q: 3 clusters Score -400086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -400094.562500 Penalty: 3976.911377
	Iteration 57Q: 3 clusters Score -400094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400110.312500 Penalty: 3976.911377
	Iteration 58Q: 3 clusters Score -400110.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -400131.187500 Penalty: 3976.911377
	Iteration 59Q: 3 clusters Score -400131.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -400142.875000 Penalty: 3976.911377
	Iteration 60F: 3 clusters Score -400142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -400150.656250 Penalty: 3976.911377
	Iteration 61Q: 3 clusters Score -400150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -400160.406250 Penalty: 3976.911377
	Iteration 62Q: 3 clusters Score -400160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -400169.250000 Penalty: 3976.911377
	Iteration 63Q: 3 clusters Score -400169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -400177.406250 Penalty: 3976.911377
	Iteration 64Q: 3 clusters Score -400177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -400188.687500 Penalty: 3976.911377
	Iteration 65Q: 3 clusters Score -400188.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -400216.312500 Penalty: 3976.911377
	Iteration 66Q: 3 clusters Score -400216.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400275.968750 Penalty: 3976.911377
	Iteration 67Q: 3 clusters Score -400276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -400398.218750 Penalty: 3976.911377
	Iteration 68Q: 3 clusters Score -400398.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -400655.781250 Penalty: 3976.911377
	Iteration 69Q: 3 clusters Score -400655.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -400755.093750 Penalty: 3976.911377
	Iteration 70Q: 3 clusters Score -400755.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -400792.343750 Penalty: 3976.911377
	Iteration 71Q: 3 clusters Score -400792.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400815.406250 Penalty: 3976.911377
	Iteration 72Q: 3 clusters Score -400815.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400830.718750 Penalty: 3976.911377
	Iteration 73Q: 3 clusters Score -400830.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -400840.593750 Penalty: 3976.911377
	Iteration 74Q: 3 clusters Score -400840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -400846.656250 Penalty: 3976.911377
	Iteration 75Q: 3 clusters Score -400846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -400851.781250 Penalty: 3976.911377
	Iteration 76Q: 3 clusters Score -400851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -400858.875000 Penalty: 3976.911377
	Iteration 77Q: 3 clusters Score -400858.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -400864.250000 Penalty: 3976.911377
	Iteration 78Q: 3 clusters Score -400864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -400867.625000 Penalty: 3976.911377
	Iteration 79Q: 3 clusters Score -400867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -400878.656250 Penalty: 3976.911377
	Iteration 80F: 3 clusters Score -400878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -400884.093750 Penalty: 3976.911377
	Iteration 81Q: 3 clusters Score -400884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -400888.437500 Penalty: 3976.911377
	Iteration 82Q: 3 clusters Score -400888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -400892.156250 Penalty: 3976.911377
	Iteration 83Q: 3 clusters Score -400892.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -400895.281250 Penalty: 3976.911377
	Iteration 84Q: 3 clusters Score -400895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -400899.593750 Penalty: 3976.911377
	Iteration 85Q: 3 clusters Score -400899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -400903.593750 Penalty: 3976.911377
	Iteration 86Q: 3 clusters Score -400903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -400908.250000 Penalty: 3976.911377
	Iteration 87Q: 3 clusters Score -400908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -400915.625000 Penalty: 3976.911377
	Iteration 88Q: 3 clusters Score -400915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -400921.750000 Penalty: 3976.911377
	Iteration 89Q: 3 clusters Score -400921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -400925.125000 Penalty: 3976.911377
	Iteration 90Q: 3 clusters Score -400925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -400929.187500 Penalty: 3976.911377
	Iteration 91Q: 3 clusters Score -400929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -400931.218750 Penalty: 3976.911377
	Iteration 92Q: 3 clusters Score -400931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -400933.937500 Penalty: 3976.911377
	Iteration 93Q: 3 clusters Score -400933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -400937.093750 Penalty: 3976.911377
	Iteration 94Q: 3 clusters Score -400937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -400938.750000 Penalty: 3976.911377
	Iteration 95Q: 3 clusters Score -400938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -400939.718750 Penalty: 3976.911377
	Iteration 96Q: 3 clusters Score -400939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -400941.750000 Penalty: 3976.911377
	Iteration 97Q: 3 clusters Score -400941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -400943.406250 Penalty: 3976.911377
	Iteration 98Q: 3 clusters Score -400943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -400943.937500 Penalty: 3976.911377
	Iteration 99Q: 3 clusters Score -400943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -400944.437500 Penalty: 3976.911377
	Iteration 100F: 3 clusters Score -400944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 49560 members 
Mstep: Class 7 contains 32617 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 17950 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 117876 members 
Mstep: Class 15 contains 814 members 
Mstep: Class 16 contains 141131 members 
Mstep: Class 18 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765664.000000 Penalty: 61602.574219
Iteration 79Q: 20 clusters Score -6.276566e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 49503 members 
Mstep: Class 7 contains 32514 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 10 contains 10538 members 
Mstep: Class 11 contains 18147 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 5407 members 
Mstep: Class 14 contains 117864 members 
Mstep: Class 15 contains 815 members 
Mstep: Class 16 contains 141103 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766212.000000 Penalty: 61602.574219
Iteration 80F: 20 clusters Score -6.276621e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 49440 members 
Mstep: Class 7 contains 32409 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 10192 members 
Mstep: Class 10 contains 10514 members 
Mstep: Class 11 contains 18346 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 117856 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 141077 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767156.000000 Penalty: 61602.574219
Iteration 81Q: 20 clusters Score -6.276716e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49370 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10203 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 18516 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5401 members 
Mstep: Class 14 contains 117846 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 141049 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767236.000000 Penalty: 61602.574219
Iteration 82Q: 20 clusters Score -6.276724e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49299 members 
Mstep: Class 7 contains 32233 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 10209 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 18688 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5399 members 
Mstep: Class 14 contains 117871 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 141012 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767236.000000 Penalty: 61602.574219
Iteration 83Q: 20 clusters Score -6.276724e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49237 members 
Mstep: Class 7 contains 32156 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 10221 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 18847 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5395 members 
Mstep: Class 14 contains 117885 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140949 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767272.000000 Penalty: 61602.574219
Iteration 84Q: 20 clusters Score -6.276727e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 4341 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49191 members 
Mstep: Class 7 contains 32089 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 10231 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 18984 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 117907 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140902 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767272.000000 Penalty: 61602.574219
Iteration 85Q: 20 clusters Score -6.276727e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49143 members 
Mstep: Class 7 contains 32019 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 10426 members 
Mstep: Class 11 contains 19097 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 117929 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140852 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767308.000000 Penalty: 61602.574219
Iteration 86Q: 20 clusters Score -6.276731e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49099 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 19200 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 117932 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140833 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767460.000000 Penalty: 61602.574219
Iteration 87Q: 20 clusters Score -6.276746e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49063 members 
Mstep: Class 7 contains 31898 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 117949 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140793 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767480.000000 Penalty: 61602.574219
Iteration 88Q: 20 clusters Score -6.276748e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 31851 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 10382 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 117957 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140758 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767332.000000 Penalty: 61602.574219
Iteration 89Q: 20 clusters Score -6.276733e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 31823 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 10366 members 
Mstep: Class 11 contains 19395 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 117937 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140746 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767340.000000 Penalty: 61602.574219
Iteration 90Q: 20 clusters Score -6.276734e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48982 members 
Mstep: Class 7 contains 31795 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 10349 members 
Mstep: Class 11 contains 19459 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 117927 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140724 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767288.000000 Penalty: 61602.574219
Iteration 91Q: 20 clusters Score -6.276729e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48956 members 
Mstep: Class 7 contains 31775 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 19524 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 117918 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140694 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767276.000000 Penalty: 61602.574219
Iteration 92Q: 20 clusters Score -6.276728e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48934 members 
Mstep: Class 7 contains 31744 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 19582 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 117903 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140673 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767392.000000 Penalty: 61602.574219
Iteration 93Q: 20 clusters Score -6.276739e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48900 members 
Mstep: Class 7 contains 31720 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 10277 members 
Mstep: Class 11 contains 19633 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 117895 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140656 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767312.000000 Penalty: 61602.574219
Iteration 94Q: 20 clusters Score -6.276731e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48863 members 
Mstep: Class 7 contains 31697 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 19679 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 117895 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140627 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767384.000000 Penalty: 61602.574219
Iteration 95Q: 20 clusters Score -6.276738e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48824 members 
Mstep: Class 7 contains 31671 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 19724 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 117906 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140595 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767356.000000 Penalty: 61602.574219
Iteration 96Q: 20 clusters Score -6.276736e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48788 members 
Mstep: Class 7 contains 31645 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 10231 members 
Mstep: Class 11 contains 19755 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5369 members 
Mstep: Class 14 contains 117930 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140558 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767416.000000 Penalty: 61602.574219
Iteration 97Q: 20 clusters Score -6.276742e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48764 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 10212 members 
Mstep: Class 11 contains 19781 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 117944 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140514 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767364.000000 Penalty: 61602.574219
Iteration 98Q: 20 clusters Score -6.276736e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48736 members 
Mstep: Class 7 contains 31615 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 10193 members 
Mstep: Class 11 contains 19813 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 117939 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767488.000000 Penalty: 61602.574219
Iteration 99Q: 20 clusters Score -6.276749e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48715 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 19835 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 117954 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140428 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768148.000000 Penalty: 61602.574219
Iteration 100F: 20 clusters Score -6.276815e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4286 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48690 members 
Mstep: Class 7 contains 31597 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 10145 members 
Mstep: Class 11 contains 19856 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 117936 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140398 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768868.000000 Penalty: 61602.574219
Iteration 101Q: 20 clusters Score -6.276887e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 48668 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 19870 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5376 members 
Mstep: Class 14 contains 117948 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140348 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768880.000000 Penalty: 61602.574219
Iteration 102Q: 20 clusters Score -6.276888e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4277 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 48647 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 10094 members 
Mstep: Class 11 contains 19888 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 117970 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140309 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768912.000000 Penalty: 61602.574219
Iteration 103Q: 20 clusters Score -6.276891e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 48628 members 
Mstep: Class 7 contains 31579 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 10300 members 
Mstep: Class 10 contains 10063 members 
Mstep: Class 11 contains 19903 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 117986 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140281 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768932.000000 Penalty: 61602.574219
Iteration 104Q: 20 clusters Score -6.276893e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 48610 members 
Mstep: Class 7 contains 31570 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 10035 members 
Mstep: Class 11 contains 19912 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 117984 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140266 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769072.000000 Penalty: 61602.574219
Iteration 105Q: 20 clusters Score -6.276907e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 48592 members 
Mstep: Class 7 contains 31562 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 10002 members 
Mstep: Class 11 contains 19920 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 117986 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 140271 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769084.000000 Penalty: 61602.574219
Iteration 106Q: 20 clusters Score -6.276908e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48572 members 
Mstep: Class 7 contains 31558 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 19923 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5368 members 
Mstep: Class 14 contains 117988 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140275 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769108.000000 Penalty: 61602.574219
Iteration 107Q: 20 clusters Score -6.276911e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48547 members 
Mstep: Class 7 contains 31558 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 9952 members 
Mstep: Class 11 contains 19931 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 117993 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 140253 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769044.000000 Penalty: 61602.574219
Iteration 108Q: 20 clusters Score -6.276904e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48518 members 
Mstep: Class 7 contains 31552 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 10325 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 19935 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 117993 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 140240 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769112.000000 Penalty: 61602.574219
Iteration 109Q: 20 clusters Score -6.276911e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48499 members 
Mstep: Class 7 contains 31549 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10337 members 
Mstep: Class 10 contains 9897 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 117996 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140221 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769204.000000 Penalty: 61602.574219
Iteration 110Q: 20 clusters Score -6.27692e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48487 members 
Mstep: Class 7 contains 31542 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 10343 members 
Mstep: Class 10 contains 9882 members 
Mstep: Class 11 contains 19949 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 117989 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140198 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769164.000000 Penalty: 61602.574219
Iteration 111Q: 20 clusters Score -6.276916e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48475 members 
Mstep: Class 7 contains 31539 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10347 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 19956 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 117977 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140184 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769284.000000 Penalty: 61602.574219
Iteration 112Q: 20 clusters Score -6.276928e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48474 members 
Mstep: Class 7 contains 31539 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 10352 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 19961 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 118004 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140147 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 20 clusters Score -6.276924e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48468 members 
Mstep: Class 7 contains 31533 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10356 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 19968 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5348 members 
Mstep: Class 14 contains 118000 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140157 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 20 clusters Score -6.276915e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48445 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 19973 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 117993 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140165 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 20 clusters Score -6.276912e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48421 members 
Mstep: Class 7 contains 31540 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 9796 members 
Mstep: Class 11 contains 19979 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 117986 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140173 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 20 clusters Score -6.276923e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48399 members 
Mstep: Class 7 contains 31540 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 9785 members 
Mstep: Class 11 contains 19982 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 117988 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140164 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769360.000000 Penalty: 61602.574219
Iteration 117Q: 20 clusters Score -6.276936e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 31542 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 9770 members 
Mstep: Class 11 contains 19983 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 118010 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140138 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769312.000000 Penalty: 61602.574219
Iteration 118Q: 20 clusters Score -6.276931e+07 nChanged 186
Entering ConstructFrom: 
Score: -62769312.000000 Penalty: 61602.574219
Entering ConstructFrom: 
Trying to split cluster 1 (77988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Entering Unmasked Estep 
Score: -10490603.000000 Penalty: 2793.548828
	Iteration 0F: 2 clusters Score -1.04906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -10438518.000000 Penalty: 5587.097656
	Iteration 0F: 3 clusters Score -1.043852e+07 nChanged 36660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -10459458.000000 Penalty: 5587.097656
	Iteration 1F: 3 clusters Score -1.045946e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -10460449.000000 Penalty: 5587.097656
	Iteration 2Q: 3 clusters Score -1.046045e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -10461739.000000 Penalty: 5587.097656
	Iteration 3Q: 3 clusters Score -1.046174e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -10463478.000000 Penalty: 5587.097656
	Iteration 4Q: 3 clusters Score -1.046348e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -10465720.000000 Penalty: 5587.097656
	Iteration 5F: 3 clusters Score -1.046572e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -10468866.000000 Penalty: 5587.097656
	Iteration 6F: 3 clusters Score -1.046887e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -10472967.000000 Penalty: 5587.097656
	Iteration 7F: 3 clusters Score -1.047297e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -10477284.000000 Penalty: 5587.097656
	Iteration 8F: 3 clusters Score -1.047728e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -10481024.000000 Penalty: 5587.097656
	Iteration 9F: 3 clusters Score -1.048102e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -10483537.000000 Penalty: 5587.097656
	Iteration 10Q: 3 clusters Score -1.048354e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -10485053.000000 Penalty: 5587.097656
	Iteration 11Q: 3 clusters Score -1.048505e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -10485945.000000 Penalty: 5587.097656
	Iteration 12Q: 3 clusters Score -1.048594e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -10486530.000000 Penalty: 5587.097656
	Iteration 13Q: 3 clusters Score -1.048653e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -10486970.000000 Penalty: 5587.097656
	Iteration 14Q: 3 clusters Score -1.048697e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -10487366.000000 Penalty: 5587.097656
	Iteration 15Q: 3 clusters Score -1.048737e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -10487654.000000 Penalty: 5587.097656
	Iteration 16Q: 3 clusters Score -1.048765e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -10487885.000000 Penalty: 5587.097656
	Iteration 17Q: 3 clusters Score -1.048788e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -10488083.000000 Penalty: 5587.097656
	Iteration 18Q: 3 clusters Score -1.048808e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -10488205.000000 Penalty: 5587.097656
	Iteration 19Q: 3 clusters Score -1.04882e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -10488309.000000 Penalty: 5587.097656
	Iteration 20F: 3 clusters Score -1.048831e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -10488449.000000 Penalty: 5587.097656
	Iteration 21Q: 3 clusters Score -1.048845e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -10488553.000000 Penalty: 5587.097656
	Iteration 22Q: 3 clusters Score -1.048855e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -10488650.000000 Penalty: 5587.097656
	Iteration 23Q: 3 clusters Score -1.048865e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10488703.000000 Penalty: 5587.097656
	Iteration 24Q: 3 clusters Score -1.04887e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -10488778.000000 Penalty: 5587.097656
	Iteration 25Q: 3 clusters Score -1.048878e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10488844.000000 Penalty: 5587.097656
	Iteration 26Q: 3 clusters Score -1.048884e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -10488874.000000 Penalty: 5587.097656
	Iteration 27Q: 3 clusters Score -1.048887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -10488922.000000 Penalty: 5587.097656
	Iteration 28Q: 3 clusters Score -1.048892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -10488939.000000 Penalty: 5587.097656
	Iteration 29Q: 3 clusters Score -1.048894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -10488969.000000 Penalty: 5587.097656
	Iteration 30Q: 3 clusters Score -1.048897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -10488976.000000 Penalty: 5587.097656
	Iteration 31Q: 3 clusters Score -1.048898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -10488974.000000 Penalty: 5587.097656
	Iteration 32Q: 3 clusters Score -1.048897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -10488984.000000 Penalty: 5587.097656
	Iteration 33Q: 3 clusters Score -1.048898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -10488983.000000 Penalty: 5587.097656
	Iteration 34Q: 3 clusters Score -1.048898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -10488996.000000 Penalty: 5587.097656
	Iteration 35Q: 3 clusters Score -1.0489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -10489000.000000 Penalty: 5587.097656
	Iteration 36Q: 3 clusters Score -1.0489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -10489008.000000 Penalty: 5587.097656
	Iteration 37Q: 3 clusters Score -1.048901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -10489011.000000 Penalty: 5587.097656
	Iteration 38Q: 3 clusters Score -1.048901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -10489018.000000 Penalty: 5587.097656
	Iteration 39Q: 3 clusters Score -1.048902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -10489018.000000 Penalty: 5587.097656
	Iteration 40F: 3 clusters Score -1.048902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -10489030.000000 Penalty: 5587.097656
	Iteration 41Q: 3 clusters Score -1.048903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -10489031.000000 Penalty: 5587.097656
	Iteration 42Q: 3 clusters Score -1.048903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -10489041.000000 Penalty: 5587.097656
	Iteration 43Q: 3 clusters Score -1.048904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -10489029.000000 Penalty: 5587.097656
	Iteration 44Q: 3 clusters Score -1.048903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -10489026.000000 Penalty: 5587.097656
	Iteration 45Q: 3 clusters Score -1.048903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -10489035.000000 Penalty: 5587.097656
	Iteration 46Q: 3 clusters Score -1.048904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -10489032.000000 Penalty: 5587.097656
	Iteration 47Q: 3 clusters Score -1.048903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -10489035.000000 Penalty: 5587.097656
	Iteration 48Q: 3 clusters Score -1.048904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -10489037.000000 Penalty: 5587.097656
	Iteration 49Q: 3 clusters Score -1.048904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10489026.000000 Penalty: 5587.097656
	Iteration 50Q: 3 clusters Score -1.048903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -10489031.000000 Penalty: 5587.097656
	Iteration 51Q: 3 clusters Score -1.048903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -10489032.000000 Penalty: 5587.097656
	Iteration 52Q: 3 clusters Score -1.048903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -10489039.000000 Penalty: 5587.097656
	Iteration 53Q: 3 clusters Score -1.048904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -10489042.000000 Penalty: 5587.097656
	Iteration 54Q: 3 clusters Score -1.048904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -10489040.000000 Penalty: 5587.097656
	Iteration 55Q: 3 clusters Score -1.048904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -10489040.000000 Penalty: 5587.097656
	Iteration 56F: 3 clusters Score -1.048904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17107.113281 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -17107.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16254.273438 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -16254.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16376.435547 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -16376.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16389.199219 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -16389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16444.779297 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -16444.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16481.097656 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -16481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16518.599609 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -16518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16531.667969 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -16531.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16537.240234 Penalty: 2564.560059
	Iteration 7Q: 3 clusters Score -16537.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16551.677734 Penalty: 2564.560059
	Iteration 8Q: 3 clusters Score -16551.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16565.804688 Penalty: 2564.560059
	Iteration 9Q: 3 clusters Score -16565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16565.804688 Penalty: 2564.560059
	Iteration 10F: 3 clusters Score -16565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -229444.281250 Penalty: 1858.342651
	Iteration 0F: 2 clusters Score -229444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -226922.140625 Penalty: 3716.685303
	Iteration 0F: 3 clusters Score -226922.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -227366.265625 Penalty: 3716.685303
	Iteration 1F: 3 clusters Score -227366.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227553.078125 Penalty: 3716.685303
	Iteration 2F: 3 clusters Score -227553.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -227701.156250 Penalty: 3716.685303
	Iteration 3F: 3 clusters Score -227701.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227785.953125 Penalty: 3716.685303
	Iteration 4Q: 3 clusters Score -227786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -227854.843750 Penalty: 3716.685303
	Iteration 5Q: 3 clusters Score -227854.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227909.921875 Penalty: 3716.685303
	Iteration 6Q: 3 clusters Score -227909.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -227975.421875 Penalty: 3716.685303
	Iteration 7Q: 3 clusters Score -227975.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -228036.140625 Penalty: 3716.685303
	Iteration 8Q: 3 clusters Score -228036.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -228117.609375 Penalty: 3716.685303
	Iteration 9Q: 3 clusters Score -228117.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -228180.671875 Penalty: 3716.685303
	Iteration 10Q: 3 clusters Score -228180.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228246.062500 Penalty: 3716.685303
	Iteration 11Q: 3 clusters Score -228246.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -228291.890625 Penalty: 3716.685303
	Iteration 12Q: 3 clusters Score -228291.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -228318.734375 Penalty: 3716.685303
	Iteration 13Q: 3 clusters Score -228318.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228343.718750 Penalty: 3716.685303
	Iteration 14Q: 3 clusters Score -228343.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -228357.593750 Penalty: 3716.685303
	Iteration 15Q: 3 clusters Score -228357.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -228366.187500 Penalty: 3716.685303
	Iteration 16Q: 3 clusters Score -228366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -228368.875000 Penalty: 3716.685303
	Iteration 17Q: 3 clusters Score -228368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -228369.625000 Penalty: 3716.685303
	Iteration 18Q: 3 clusters Score -228369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -228372.843750 Penalty: 3716.685303
	Iteration 19Q: 3 clusters Score -228372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -228379.453125 Penalty: 3716.685303
	Iteration 20F: 3 clusters Score -228379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -228381.546875 Penalty: 3716.685303
	Iteration 21Q: 3 clusters Score -228381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228384.281250 Penalty: 3716.685303
	Iteration 22Q: 3 clusters Score -228384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -228385.546875 Penalty: 3716.685303
	Iteration 23Q: 3 clusters Score -228385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -228387.312500 Penalty: 3716.685303
	Iteration 24Q: 3 clusters Score -228387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -228388.109375 Penalty: 3716.685303
	Iteration 25Q: 3 clusters Score -228388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228388.875000 Penalty: 3716.685303
	Iteration 26Q: 3 clusters Score -228388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228388.875000 Penalty: 3716.685303
	Iteration 27F: 3 clusters Score -228388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -525358.125000 Penalty: 2063.168945
	Iteration 0F: 2 clusters Score -525358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -521399.312500 Penalty: 4126.337891
	Iteration 0F: 3 clusters Score -521399.3 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -522359.812500 Penalty: 4126.337891
	Iteration 1F: 3 clusters Score -522359.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -522565.343750 Penalty: 4126.337891
	Iteration 2F: 3 clusters Score -522565.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -522729.031250 Penalty: 4126.337891
	Iteration 3F: 3 clusters Score -522729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -522853.375000 Penalty: 4126.337891
	Iteration 4Q: 3 clusters Score -522853.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -522967.843750 Penalty: 4126.337891
	Iteration 5Q: 3 clusters Score -522967.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -523044.218750 Penalty: 4126.337891
	Iteration 6Q: 3 clusters Score -523044.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -523107.875000 Penalty: 4126.337891
	Iteration 7Q: 3 clusters Score -523107.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -523152.687500 Penalty: 4126.337891
	Iteration 8Q: 3 clusters Score -523152.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -523191.312500 Penalty: 4126.337891
	Iteration 9Q: 3 clusters Score -523191.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -523230.156250 Penalty: 4126.337891
	Iteration 10Q: 3 clusters Score -523230.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -523267.156250 Penalty: 4126.337891
	Iteration 11Q: 3 clusters Score -523267.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -523301.968750 Penalty: 4126.337891
	Iteration 12Q: 3 clusters Score -523302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -523340.218750 Penalty: 4126.337891
	Iteration 13Q: 3 clusters Score -523340.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -523370.437500 Penalty: 4126.337891
	Iteration 14Q: 3 clusters Score -523370.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -523402.000000 Penalty: 4126.337891
	Iteration 15Q: 3 clusters Score -523402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -523437.281250 Penalty: 4126.337891
	Iteration 16Q: 3 clusters Score -523437.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -523470.812500 Penalty: 4126.337891
	Iteration 17Q: 3 clusters Score -523470.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -523505.625000 Penalty: 4126.337891
	Iteration 18Q: 3 clusters Score -523505.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -523533.343750 Penalty: 4126.337891
	Iteration 19Q: 3 clusters Score -523533.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -523560.062500 Penalty: 4126.337891
	Iteration 20F: 3 clusters Score -523560.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -523587.343750 Penalty: 4126.337891
	Iteration 21Q: 3 clusters Score -523587.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -523622.562500 Penalty: 4126.337891
	Iteration 22Q: 3 clusters Score -523622.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -523662.968750 Penalty: 4126.337891
	Iteration 23Q: 3 clusters Score -523663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -523703.343750 Penalty: 4126.337891
	Iteration 24Q: 3 clusters Score -523703.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -523743.625000 Penalty: 4126.337891
	Iteration 25Q: 3 clusters Score -523743.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -523781.062500 Penalty: 4126.337891
	Iteration 26Q: 3 clusters Score -523781.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -523810.875000 Penalty: 4126.337891
	Iteration 27Q: 3 clusters Score -523810.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -523831.531250 Penalty: 4126.337891
	Iteration 28Q: 3 clusters Score -523831.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -523852.906250 Penalty: 4126.337891
	Iteration 29Q: 3 clusters Score -523852.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -523869.593750 Penalty: 4126.337891
	Iteration 30Q: 3 clusters Score -523869.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -523888.312500 Penalty: 4126.337891
	Iteration 31Q: 3 clusters Score -523888.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -523903.750000 Penalty: 4126.337891
	Iteration 32Q: 3 clusters Score -523903.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -523916.750000 Penalty: 4126.337891
	Iteration 33Q: 3 clusters Score -523916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -523927.062500 Penalty: 4126.337891
	Iteration 34Q: 3 clusters Score -523927.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -523936.531250 Penalty: 4126.337891
	Iteration 35Q: 3 clusters Score -523936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -523941.906250 Penalty: 4126.337891
	Iteration 36Q: 3 clusters Score -523941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -523946.593750 Penalty: 4126.337891
	Iteration 37Q: 3 clusters Score -523946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -523953.250000 Penalty: 4126.337891
	Iteration 38Q: 3 clusters Score -523953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -523956.062500 Penalty: 4126.337891
	Iteration 39Q: 3 clusters Score -523956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -523959.812500 Penalty: 4126.337891
	Iteration 40F: 3 clusters Score -523959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -523964.531250 Penalty: 4126.337891
	Iteration 41Q: 3 clusters Score -523964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -523969.125000 Penalty: 4126.337891
	Iteration 42Q: 3 clusters Score -523969.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -523971.000000 Penalty: 4126.337891
	Iteration 43Q: 3 clusters Score -523971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -523973.062500 Penalty: 4126.337891
	Iteration 44Q: 3 clusters Score -523973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -523972.937500 Penalty: 4126.337891
	Iteration 45Q: 3 clusters Score -523972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -523974.562500 Penalty: 4126.337891
	Iteration 46Q: 3 clusters Score -523974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -523976.531250 Penalty: 4126.337891
	Iteration 47Q: 3 clusters Score -523976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -523978.375000 Penalty: 4126.337891
	Iteration 48Q: 3 clusters Score -523978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -523979.281250 Penalty: 4126.337891
	Iteration 49Q: 3 clusters Score -523979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -523978.968750 Penalty: 4126.337891
	Iteration 50Q: 3 clusters Score -523979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -523978.968750 Penalty: 4126.337891
	Iteration 51F: 3 clusters Score -523979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -58608.414062 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -58608.41 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 253 members 
Entering Unmasked Estep 
Score: -57060.437500 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -57060.44 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57423.683594 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -57423.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57628.609375 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -57628.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57851.082031 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -57851.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58078.984375 Penalty: 3125.189941
	Iteration 4F: 3 clusters Score -58078.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58337.894531 Penalty: 3125.189941
	Iteration 5F: 3 clusters Score -58337.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58722.093750 Penalty: 3125.189941
	Iteration 6F: 3 clusters Score -58722.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59103.328125 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -59103.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59383.042969 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -59383.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59854.988281 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -59854.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59927.835938 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -59927.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59967.589844 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -59967.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59991.792969 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -59991.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60010.292969 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -60010.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60047.605469 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -60047.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60142.210938 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -60142.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60213.085938 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -60213.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60259.546875 Penalty: 3125.189941
	Iteration 17F: 3 clusters Score -60259.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60374.484375 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -60374.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60374.484375 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -60374.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 48353 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 118007 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140122 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 208 members 
Entering Unmasked Estep 
Score: -62769384.000000 Penalty: 64844.812500
Splitting cluster 5 changes total score from -62769312.000000 to -62769384.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (48353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Entering Unmasked Estep 
Score: -6346400.500000 Penalty: 2674.998291
	Iteration 0F: 2 clusters Score -6346400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -6313687.000000 Penalty: 5349.996582
	Iteration 0F: 3 clusters Score -6313687 nChanged 22311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6325972.500000 Penalty: 5349.996582
	Iteration 1F: 3 clusters Score -6325972 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6326443.000000 Penalty: 5349.996582
	Iteration 2Q: 3 clusters Score -6326443 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -6326879.000000 Penalty: 5349.996582
	Iteration 3Q: 3 clusters Score -6326879 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -6327276.000000 Penalty: 5349.996582
	Iteration 4Q: 3 clusters Score -6327276 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -6327679.500000 Penalty: 5349.996582
	Iteration 5Q: 3 clusters Score -6327680 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -6328149.500000 Penalty: 5349.996582
	Iteration 6Q: 3 clusters Score -6328150 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -6328759.500000 Penalty: 5349.996582
	Iteration 7Q: 3 clusters Score -6328760 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -6329728.000000 Penalty: 5349.996582
	Iteration 8Q: 3 clusters Score -6329728 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -6331090.000000 Penalty: 5349.996582
	Iteration 9Q: 3 clusters Score -6331090 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -6333098.000000 Penalty: 5349.996582
	Iteration 10F: 3 clusters Score -6333098 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -6335513.500000 Penalty: 5349.996582
	Iteration 11F: 3 clusters Score -6335514 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -6338095.500000 Penalty: 5349.996582
	Iteration 12F: 3 clusters Score -6338096 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -6340258.500000 Penalty: 5349.996582
	Iteration 13F: 3 clusters Score -6340258 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6341847.000000 Penalty: 5349.996582
	Iteration 14Q: 3 clusters Score -6341847 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6342811.000000 Penalty: 5349.996582
	Iteration 15Q: 3 clusters Score -6342811 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6343310.000000 Penalty: 5349.996582
	Iteration 16Q: 3 clusters Score -6343310 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6343587.000000 Penalty: 5349.996582
	Iteration 17Q: 3 clusters Score -6343587 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6343739.000000 Penalty: 5349.996582
	Iteration 18Q: 3 clusters Score -6343739 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6343863.000000 Penalty: 5349.996582
	Iteration 19Q: 3 clusters Score -6343863 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6343937.500000 Penalty: 5349.996582
	Iteration 20F: 3 clusters Score -6343938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6343976.500000 Penalty: 5349.996582
	Iteration 21Q: 3 clusters Score -6343976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6344023.000000 Penalty: 5349.996582
	Iteration 22Q: 3 clusters Score -6344023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6344045.000000 Penalty: 5349.996582
	Iteration 23Q: 3 clusters Score -6344045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6344063.000000 Penalty: 5349.996582
	Iteration 24Q: 3 clusters Score -6344063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6344086.500000 Penalty: 5349.996582
	Iteration 25Q: 3 clusters Score -6344086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6344092.000000 Penalty: 5349.996582
	Iteration 26Q: 3 clusters Score -6344092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6344110.000000 Penalty: 5349.996582
	Iteration 27Q: 3 clusters Score -6344110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6344119.000000 Penalty: 5349.996582
	Iteration 28Q: 3 clusters Score -6344119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6344137.500000 Penalty: 5349.996582
	Iteration 29Q: 3 clusters Score -6344138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6344136.500000 Penalty: 5349.996582
	Iteration 30Q: 3 clusters Score -6344136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6344147.500000 Penalty: 5349.996582
	Iteration 31Q: 3 clusters Score -6344148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6344146.500000 Penalty: 5349.996582
	Iteration 32Q: 3 clusters Score -6344146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6344147.000000 Penalty: 5349.996582
	Iteration 33Q: 3 clusters Score -6344147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6344150.000000 Penalty: 5349.996582
	Iteration 34Q: 3 clusters Score -6344150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6344153.500000 Penalty: 5349.996582
	Iteration 35Q: 3 clusters Score -6344154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6344153.500000 Penalty: 5349.996582
	Iteration 36F: 3 clusters Score -6344154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Entering Unmasked Estep 
Score: -4307777.000000 Penalty: 2569.042725
	Iteration 0F: 2 clusters Score -4307777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4286234.500000 Penalty: 5138.085449
	Iteration 0F: 3 clusters Score -4286234 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4294011.000000 Penalty: 5138.085449
	Iteration 1F: 3 clusters Score -4294011 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4294373.000000 Penalty: 5138.085449
	Iteration 2Q: 3 clusters Score -4294373 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4294675.000000 Penalty: 5138.085449
	Iteration 3Q: 3 clusters Score -4294675 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4295013.500000 Penalty: 5138.085449
	Iteration 4Q: 3 clusters Score -4295014 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4295439.000000 Penalty: 5138.085449
	Iteration 5Q: 3 clusters Score -4295439 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -4295970.500000 Penalty: 5138.085449
	Iteration 6Q: 3 clusters Score -4295970 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4296696.500000 Penalty: 5138.085449
	Iteration 7Q: 3 clusters Score -4296696 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4297706.000000 Penalty: 5138.085449
	Iteration 8F: 3 clusters Score -4297706 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4299107.000000 Penalty: 5138.085449
	Iteration 9F: 3 clusters Score -4299107 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4300802.500000 Penalty: 5138.085449
	Iteration 10F: 3 clusters Score -4300802 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4302524.500000 Penalty: 5138.085449
	Iteration 11F: 3 clusters Score -4302524 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4303898.500000 Penalty: 5138.085449
	Iteration 12Q: 3 clusters Score -4303898 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4304647.000000 Penalty: 5138.085449
	Iteration 13Q: 3 clusters Score -4304647 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4305065.500000 Penalty: 5138.085449
	Iteration 14Q: 3 clusters Score -4305066 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4305245.500000 Penalty: 5138.085449
	Iteration 15Q: 3 clusters Score -4305246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4305364.000000 Penalty: 5138.085449
	Iteration 16Q: 3 clusters Score -4305364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4305429.000000 Penalty: 5138.085449
	Iteration 17Q: 3 clusters Score -4305429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4305474.000000 Penalty: 5138.085449
	Iteration 18Q: 3 clusters Score -4305474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4305507.000000 Penalty: 5138.085449
	Iteration 19Q: 3 clusters Score -4305507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4305530.500000 Penalty: 5138.085449
	Iteration 20F: 3 clusters Score -4305530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4305542.000000 Penalty: 5138.085449
	Iteration 21Q: 3 clusters Score -4305542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4305550.500000 Penalty: 5138.085449
	Iteration 22Q: 3 clusters Score -4305550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4305557.500000 Penalty: 5138.085449
	Iteration 23Q: 3 clusters Score -4305558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4305564.000000 Penalty: 5138.085449
	Iteration 24Q: 3 clusters Score -4305564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4305565.000000 Penalty: 5138.085449
	Iteration 25Q: 3 clusters Score -4305565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4305566.500000 Penalty: 5138.085449
	Iteration 26Q: 3 clusters Score -4305566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4305568.000000 Penalty: 5138.085449
	Iteration 27Q: 3 clusters Score -4305568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4305575.500000 Penalty: 5138.085449
	Iteration 28Q: 3 clusters Score -4305576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4305576.000000 Penalty: 5138.085449
	Iteration 29Q: 3 clusters Score -4305576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4305576.000000 Penalty: 5138.085449
	Iteration 30Q: 3 clusters Score -4305576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4305573.000000 Penalty: 5138.085449
	Iteration 31Q: 3 clusters Score -4305573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4305578.000000 Penalty: 5138.085449
	Iteration 32Q: 3 clusters Score -4305578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4305578.000000 Penalty: 5138.085449
	Iteration 33F: 3 clusters Score -4305578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -343309.187500 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -343309.2 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 1335 members 
Entering Unmasked Estep 
Score: -340226.531250 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -340226.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -340858.406250 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -340858.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -340997.156250 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -340997.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -341094.937500 Penalty: 3915.026611
	Iteration 3Q: 3 clusters Score -341094.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -341153.593750 Penalty: 3915.026611
	Iteration 4Q: 3 clusters Score -341153.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -341197.093750 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -341197.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -341236.031250 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -341236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -341258.062500 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -341258.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -341272.906250 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -341272.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -341280.125000 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -341280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -341286.750000 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -341286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -341292.187500 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -341292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -341296.062500 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -341296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -341298.781250 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -341298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -341299.218750 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -341299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -341301.218750 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -341301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -341301.968750 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -341302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -341304.125000 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -341304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -341306.218750 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -341306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -341309.343750 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -341309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -341310.250000 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -341310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -341311.031250 Penalty: 3915.026611
	Iteration 21Q: 3 clusters Score -341311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -341311.781250 Penalty: 3915.026611
	Iteration 22Q: 3 clusters Score -341311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -341313.250000 Penalty: 3915.026611
	Iteration 23Q: 3 clusters Score -341313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341317.531250 Penalty: 3915.026611
	Iteration 24Q: 3 clusters Score -341317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -341318.531250 Penalty: 3915.026611
	Iteration 25Q: 3 clusters Score -341318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -341320.656250 Penalty: 3915.026611
	Iteration 26Q: 3 clusters Score -341320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -341322.968750 Penalty: 3915.026611
	Iteration 27Q: 3 clusters Score -341323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341324.500000 Penalty: 3915.026611
	Iteration 28Q: 3 clusters Score -341324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -341326.125000 Penalty: 3915.026611
	Iteration 29Q: 3 clusters Score -341326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -341326.218750 Penalty: 3915.026611
	Iteration 30Q: 3 clusters Score -341326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -341326.781250 Penalty: 3915.026611
	Iteration 31Q: 3 clusters Score -341326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -341326.781250 Penalty: 3915.026611
	Iteration 32F: 3 clusters Score -341326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Entering Unmasked Estep 
Score: -1392849.750000 Penalty: 2293.150879
	Iteration 0F: 2 clusters Score -1392850 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 5186 members 
Entering Unmasked Estep 
Score: -1384923.500000 Penalty: 4586.301758
	Iteration 0F: 3 clusters Score -1384924 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1387250.125000 Penalty: 4586.301758
	Iteration 1F: 3 clusters Score -1387250 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1387568.375000 Penalty: 4586.301758
	Iteration 2F: 3 clusters Score -1387568 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1387821.250000 Penalty: 4586.301758
	Iteration 3F: 3 clusters Score -1387821 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1388015.250000 Penalty: 4586.301758
	Iteration 4Q: 3 clusters Score -1388015 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1388194.875000 Penalty: 4586.301758
	Iteration 5Q: 3 clusters Score -1388195 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1388350.750000 Penalty: 4586.301758
	Iteration 6Q: 3 clusters Score -1388351 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1388501.875000 Penalty: 4586.301758
	Iteration 7Q: 3 clusters Score -1388502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1388622.625000 Penalty: 4586.301758
	Iteration 8Q: 3 clusters Score -1388623 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1388722.250000 Penalty: 4586.301758
	Iteration 9Q: 3 clusters Score -1388722 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1388814.375000 Penalty: 4586.301758
	Iteration 10Q: 3 clusters Score -1388814 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1388923.750000 Penalty: 4586.301758
	Iteration 11Q: 3 clusters Score -1388924 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1389023.250000 Penalty: 4586.301758
	Iteration 12Q: 3 clusters Score -1389023 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1389126.250000 Penalty: 4586.301758
	Iteration 13Q: 3 clusters Score -1389126 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1389230.500000 Penalty: 4586.301758
	Iteration 14Q: 3 clusters Score -1389230 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1389353.000000 Penalty: 4586.301758
	Iteration 15Q: 3 clusters Score -1389353 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1389481.250000 Penalty: 4586.301758
	Iteration 16Q: 3 clusters Score -1389481 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1389625.875000 Penalty: 4586.301758
	Iteration 17Q: 3 clusters Score -1389626 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1389757.625000 Penalty: 4586.301758
	Iteration 18Q: 3 clusters Score -1389758 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1389864.750000 Penalty: 4586.301758
	Iteration 19Q: 3 clusters Score -1389865 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1389948.000000 Penalty: 4586.301758
	Iteration 20F: 3 clusters Score -1389948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1390021.125000 Penalty: 4586.301758
	Iteration 21Q: 3 clusters Score -1390021 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1390071.875000 Penalty: 4586.301758
	Iteration 22Q: 3 clusters Score -1390072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1390108.375000 Penalty: 4586.301758
	Iteration 23Q: 3 clusters Score -1390108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1390137.875000 Penalty: 4586.301758
	Iteration 24Q: 3 clusters Score -1390138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1390167.000000 Penalty: 4586.301758
	Iteration 25Q: 3 clusters Score -1390167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1390190.625000 Penalty: 4586.301758
	Iteration 26Q: 3 clusters Score -1390191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1390217.000000 Penalty: 4586.301758
	Iteration 27Q: 3 clusters Score -1390217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1390239.125000 Penalty: 4586.301758
	Iteration 28Q: 3 clusters Score -1390239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1390265.125000 Penalty: 4586.301758
	Iteration 29Q: 3 clusters Score -1390265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1390292.875000 Penalty: 4586.301758
	Iteration 30Q: 3 clusters Score -1390293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1390323.625000 Penalty: 4586.301758
	Iteration 31Q: 3 clusters Score -1390324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1390349.750000 Penalty: 4586.301758
	Iteration 32Q: 3 clusters Score -1390350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1390369.625000 Penalty: 4586.301758
	Iteration 33Q: 3 clusters Score -1390370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1390388.375000 Penalty: 4586.301758
	Iteration 34Q: 3 clusters Score -1390388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1390405.875000 Penalty: 4586.301758
	Iteration 35Q: 3 clusters Score -1390406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1390420.375000 Penalty: 4586.301758
	Iteration 36Q: 3 clusters Score -1390420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1390429.125000 Penalty: 4586.301758
	Iteration 37Q: 3 clusters Score -1390429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1390440.750000 Penalty: 4586.301758
	Iteration 38Q: 3 clusters Score -1390441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1390442.500000 Penalty: 4586.301758
	Iteration 39Q: 3 clusters Score -1390442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1390445.375000 Penalty: 4586.301758
	Iteration 40F: 3 clusters Score -1390445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1390452.875000 Penalty: 4586.301758
	Iteration 41Q: 3 clusters Score -1390453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1390453.125000 Penalty: 4586.301758
	Iteration 42Q: 3 clusters Score -1390453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1390458.875000 Penalty: 4586.301758
	Iteration 43Q: 3 clusters Score -1390459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1390461.750000 Penalty: 4586.301758
	Iteration 44Q: 3 clusters Score -1390462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1390466.500000 Penalty: 4586.301758
	Iteration 45Q: 3 clusters Score -1390466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1390472.625000 Penalty: 4586.301758
	Iteration 46Q: 3 clusters Score -1390473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1390479.250000 Penalty: 4586.301758
	Iteration 47Q: 3 clusters Score -1390479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1390486.500000 Penalty: 4586.301758
	Iteration 48Q: 3 clusters Score -1390486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1390495.250000 Penalty: 4586.301758
	Iteration 49Q: 3 clusters Score -1390495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1390505.000000 Penalty: 4586.301758
	Iteration 50Q: 3 clusters Score -1390505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1390511.375000 Penalty: 4586.301758
	Iteration 51Q: 3 clusters Score -1390511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1390519.875000 Penalty: 4586.301758
	Iteration 52Q: 3 clusters Score -1390520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1390525.375000 Penalty: 4586.301758
	Iteration 53Q: 3 clusters Score -1390525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1390531.625000 Penalty: 4586.301758
	Iteration 54Q: 3 clusters Score -1390532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1390536.875000 Penalty: 4586.301758
	Iteration 55Q: 3 clusters Score -1390537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1390540.125000 Penalty: 4586.301758
	Iteration 56Q: 3 clusters Score -1390540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1390541.125000 Penalty: 4586.301758
	Iteration 57Q: 3 clusters Score -1390541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1390543.750000 Penalty: 4586.301758
	Iteration 58Q: 3 clusters Score -1390544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1390546.125000 Penalty: 4586.301758
	Iteration 59Q: 3 clusters Score -1390546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1390547.125000 Penalty: 4586.301758
	Iteration 60F: 3 clusters Score -1390547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1390548.500000 Penalty: 4586.301758
	Iteration 61Q: 3 clusters Score -1390548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1390548.250000 Penalty: 4586.301758
	Iteration 62Q: 3 clusters Score -1390548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1390548.875000 Penalty: 4586.301758
	Iteration 63Q: 3 clusters Score -1390549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1390549.375000 Penalty: 4586.301758
	Iteration 64Q: 3 clusters Score -1390549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1390549.750000 Penalty: 4586.301758
	Iteration 65Q: 3 clusters Score -1390550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1390549.875000 Penalty: 4586.301758
	Iteration 66Q: 3 clusters Score -1390550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1390556.500000 Penalty: 4586.301758
	Iteration 67Q: 3 clusters Score -1390556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1390553.250000 Penalty: 4586.301758
	Iteration 68Q: 3 clusters Score -1390553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1390554.875000 Penalty: 4586.301758
	Iteration 69Q: 3 clusters Score -1390555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1390553.875000 Penalty: 4586.301758
	Iteration 70Q: 3 clusters Score -1390554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1390553.875000 Penalty: 4586.301758
	Iteration 71F: 3 clusters Score -1390554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -1308341.250000 Penalty: 2278.038086
	Iteration 0F: 2 clusters Score -1308341 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 4770 members 
Entering Unmasked Estep 
Score: -1300882.375000 Penalty: 4556.076172
	Iteration 0F: 3 clusters Score -1300882 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1303347.375000 Penalty: 4556.076172
	Iteration 1F: 3 clusters Score -1303347 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1304207.625000 Penalty: 4556.076172
	Iteration 2F: 3 clusters Score -1304208 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1305013.625000 Penalty: 4556.076172
	Iteration 3F: 3 clusters Score -1305014 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1305804.375000 Penalty: 4556.076172
	Iteration 4F: 3 clusters Score -1305804 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1306543.000000 Penalty: 4556.076172
	Iteration 5F: 3 clusters Score -1306543 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1307138.250000 Penalty: 4556.076172
	Iteration 6F: 3 clusters Score -1307138 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1307663.500000 Penalty: 4556.076172
	Iteration 7Q: 3 clusters Score -1307664 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1308095.000000 Penalty: 4556.076172
	Iteration 8Q: 3 clusters Score -1308095 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1308306.375000 Penalty: 4556.076172
	Iteration 9Q: 3 clusters Score -1308306 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1308448.625000 Penalty: 4556.076172
	Iteration 10Q: 3 clusters Score -1308449 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1308572.375000 Penalty: 4556.076172
	Iteration 11Q: 3 clusters Score -1308572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1308696.125000 Penalty: 4556.076172
	Iteration 12Q: 3 clusters Score -1308696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1308812.250000 Penalty: 4556.076172
	Iteration 13Q: 3 clusters Score -1308812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1308914.250000 Penalty: 4556.076172
	Iteration 14Q: 3 clusters Score -1308914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1308988.250000 Penalty: 4556.076172
	Iteration 15Q: 3 clusters Score -1308988 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1309042.625000 Penalty: 4556.076172
	Iteration 16Q: 3 clusters Score -1309043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1309076.250000 Penalty: 4556.076172
	Iteration 17Q: 3 clusters Score -1309076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1309089.375000 Penalty: 4556.076172
	Iteration 18Q: 3 clusters Score -1309089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1309101.500000 Penalty: 4556.076172
	Iteration 19Q: 3 clusters Score -1309102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1309111.875000 Penalty: 4556.076172
	Iteration 20F: 3 clusters Score -1309112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1309117.500000 Penalty: 4556.076172
	Iteration 21Q: 3 clusters Score -1309118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1309123.500000 Penalty: 4556.076172
	Iteration 22Q: 3 clusters Score -1309124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1309130.875000 Penalty: 4556.076172
	Iteration 23Q: 3 clusters Score -1309131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1309130.125000 Penalty: 4556.076172
	Iteration 24Q: 3 clusters Score -1309130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1309133.625000 Penalty: 4556.076172
	Iteration 25Q: 3 clusters Score -1309134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1309137.500000 Penalty: 4556.076172
	Iteration 26Q: 3 clusters Score -1309138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1309137.625000 Penalty: 4556.076172
	Iteration 27Q: 3 clusters Score -1309138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1309137.625000 Penalty: 4556.076172
	Iteration 28F: 3 clusters Score -1309138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 48353 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 118007 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140122 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 208 members 
Mstep: Class 21 contains 3172 members 
Entering Unmasked Estep 
Score: -62769268.000000 Penalty: 68087.054688
Splitting cluster 10 changes total score from -62769312.000000 to -62769268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (19985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Entering Unmasked Estep 
Score: -2713105.500000 Penalty: 2455.878906
	Iteration 0F: 2 clusters Score -2713106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2699010.500000 Penalty: 4911.757812
	Iteration 0F: 3 clusters Score -2699010 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2703643.250000 Penalty: 4911.757812
	Iteration 1F: 3 clusters Score -2703643 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2703970.500000 Penalty: 4911.757812
	Iteration 2Q: 3 clusters Score -2703970 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2704246.500000 Penalty: 4911.757812
	Iteration 3Q: 3 clusters Score -2704246 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2704503.000000 Penalty: 4911.757812
	Iteration 4Q: 3 clusters Score -2704503 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2704775.500000 Penalty: 4911.757812
	Iteration 5Q: 3 clusters Score -2704776 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2705089.000000 Penalty: 4911.757812
	Iteration 6Q: 3 clusters Score -2705089 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2705440.000000 Penalty: 4911.757812
	Iteration 7Q: 3 clusters Score -2705440 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2705909.500000 Penalty: 4911.757812
	Iteration 8Q: 3 clusters Score -2705910 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2706564.750000 Penalty: 4911.757812
	Iteration 9F: 3 clusters Score -2706565 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2707385.750000 Penalty: 4911.757812
	Iteration 10F: 3 clusters Score -2707386 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2708297.000000 Penalty: 4911.757812
	Iteration 11F: 3 clusters Score -2708297 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2709184.000000 Penalty: 4911.757812
	Iteration 12F: 3 clusters Score -2709184 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2709819.750000 Penalty: 4911.757812
	Iteration 13Q: 3 clusters Score -2709820 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2710268.000000 Penalty: 4911.757812
	Iteration 14Q: 3 clusters Score -2710268 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2710528.750000 Penalty: 4911.757812
	Iteration 15Q: 3 clusters Score -2710529 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2710689.250000 Penalty: 4911.757812
	Iteration 16Q: 3 clusters Score -2710689 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2710774.750000 Penalty: 4911.757812
	Iteration 17Q: 3 clusters Score -2710775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2710832.250000 Penalty: 4911.757812
	Iteration 18Q: 3 clusters Score -2710832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2710867.500000 Penalty: 4911.757812
	Iteration 19Q: 3 clusters Score -2710868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2710891.500000 Penalty: 4911.757812
	Iteration 20F: 3 clusters Score -2710892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2710914.250000 Penalty: 4911.757812
	Iteration 21Q: 3 clusters Score -2710914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2710930.250000 Penalty: 4911.757812
	Iteration 22Q: 3 clusters Score -2710930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2710941.500000 Penalty: 4911.757812
	Iteration 23Q: 3 clusters Score -2710942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2710955.000000 Penalty: 4911.757812
	Iteration 24Q: 3 clusters Score -2710955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2710962.750000 Penalty: 4911.757812
	Iteration 25Q: 3 clusters Score -2710963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2710968.000000 Penalty: 4911.757812
	Iteration 26Q: 3 clusters Score -2710968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2710973.750000 Penalty: 4911.757812
	Iteration 27Q: 3 clusters Score -2710974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2710974.000000 Penalty: 4911.757812
	Iteration 28Q: 3 clusters Score -2710974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2710974.000000 Penalty: 4911.757812
	Iteration 29F: 3 clusters Score -2710974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -23244.904297 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -23244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22357.861328 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -22357.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22595.234375 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -22595.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22674.339844 Penalty: 2703.715088
	Iteration 2F: 3 clusters Score -22674.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22692.382812 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -22692.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22695.763672 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -22695.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22701.275391 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -22701.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22701.275391 Penalty: 2703.715088
	Iteration 6F: 3 clusters Score -22701.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -684428.812500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -684428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -679813.500000 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -679813.5 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -681519.312500 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -681519.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -682307.187500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -682307.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -682999.437500 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -682999.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -683437.875000 Penalty: 4257.529785
	Iteration 4F: 3 clusters Score -683437.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -683704.875000 Penalty: 4257.529785
	Iteration 5F: 3 clusters Score -683704.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -683848.312500 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -683848.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -683953.250000 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -683953.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -684013.000000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -684013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -684042.500000 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -684042.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -684063.125000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -684063.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -684077.750000 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -684077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -684084.687500 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -684084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -684091.000000 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -684091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -684094.937500 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -684094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -684095.812500 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -684095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -684097.062500 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -684097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -684097.625000 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -684097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -684097.625000 Penalty: 4257.529785
	Iteration 18F: 3 clusters Score -684097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (118007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Entering Unmasked Estep 
Score: -15883275.000000 Penalty: 2896.267822
	Iteration 0F: 2 clusters Score -1.588328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -15806611.000000 Penalty: 5792.535645
	Iteration 0F: 3 clusters Score -1.580661e+07 nChanged 56238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -15838924.000000 Penalty: 5792.535645
	Iteration 1F: 3 clusters Score -1.583892e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -15839931.000000 Penalty: 5792.535645
	Iteration 2Q: 3 clusters Score -1.583993e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -15841434.000000 Penalty: 5792.535645
	Iteration 3Q: 3 clusters Score -1.584143e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -15844005.000000 Penalty: 5792.535645
	Iteration 4Q: 3 clusters Score -1.5844e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -15849495.000000 Penalty: 5792.535645
	Iteration 5F: 3 clusters Score -1.58495e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -15858042.000000 Penalty: 5792.535645
	Iteration 6F: 3 clusters Score -1.585804e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -15868613.000000 Penalty: 5792.535645
	Iteration 7F: 3 clusters Score -1.586861e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 108589 members 
Entering Unmasked Estep 
Score: -15876415.000000 Penalty: 5792.535645
	Iteration 8F: 3 clusters Score -1.587642e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -15879782.000000 Penalty: 5792.535645
	Iteration 9Q: 3 clusters Score -1.587978e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -15880760.000000 Penalty: 5792.535645
	Iteration 10Q: 3 clusters Score -1.588076e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -15881024.000000 Penalty: 5792.535645
	Iteration 11Q: 3 clusters Score -1.588102e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -15881122.000000 Penalty: 5792.535645
	Iteration 12Q: 3 clusters Score -1.588112e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -15881072.000000 Penalty: 5792.535645
	Iteration 13Q: 3 clusters Score -1.588107e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -15881036.000000 Penalty: 5792.535645
	Iteration 14Q: 3 clusters Score -1.588104e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 117232 members 
Entering Unmasked Estep 
Score: -15881030.000000 Penalty: 5792.535645
	Iteration 15Q: 3 clusters Score -1.588103e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -15881009.000000 Penalty: 5792.535645
	Iteration 16Q: 3 clusters Score -1.588101e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -15881041.000000 Penalty: 5792.535645
	Iteration 17Q: 3 clusters Score -1.588104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -15881042.000000 Penalty: 5792.535645
	Iteration 18Q: 3 clusters Score -1.588104e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -15881033.000000 Penalty: 5792.535645
	Iteration 19Q: 3 clusters Score -1.588103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -15881039.000000 Penalty: 5792.535645
	Iteration 20F: 3 clusters Score -1.588104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -15881034.000000 Penalty: 5792.535645
	Iteration 21Q: 3 clusters Score -1.588103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -15881018.000000 Penalty: 5792.535645
	Iteration 22Q: 3 clusters Score -1.588102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -15881018.000000 Penalty: 5792.535645
	Iteration 23Q: 3 clusters Score -1.588102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -15881018.000000 Penalty: 5792.535645
	Iteration 24Q: 3 clusters Score -1.588102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -15881012.000000 Penalty: 5792.535645
	Iteration 25Q: 3 clusters Score -1.588101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -15881010.000000 Penalty: 5792.535645
	Iteration 26Q: 3 clusters Score -1.588101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -15881011.000000 Penalty: 5792.535645
	Iteration 27Q: 3 clusters Score -1.588101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -15881017.000000 Penalty: 5792.535645
	Iteration 28Q: 3 clusters Score -1.588102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -15881019.000000 Penalty: 5792.535645
	Iteration 29Q: 3 clusters Score -1.588102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -15881019.000000 Penalty: 5792.535645
	Iteration 30F: 3 clusters Score -1.588102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -92408.835938 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -92408.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90630.640625 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -90630.64 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91138.687500 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -91138.69 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91475.187500 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -91475.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91642.445312 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -91642.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91745.250000 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -91745.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91790.007812 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -91790.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91839.679688 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91839.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91926.195312 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91992.210938 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91992.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92021.640625 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -92021.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92043.343750 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -92043.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92059.281250 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -92059.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92079.828125 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -92079.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92121.875000 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -92121.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92203.500000 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -92203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92302.242188 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -92302.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92347.585938 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -92347.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92379.890625 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -92379.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92423.195312 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -92423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92467.867188 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -92467.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92482.257812 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -92482.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92485.078125 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -92485.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92485.078125 Penalty: 3330.228516
	Iteration 22F: 3 clusters Score -92485.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 48353 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 118007 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 140122 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 208 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
Score: -62767936.000000 Penalty: 68087.054688
Splitting cluster 15 changes total score from -62769312.000000 to -62767936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (140122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140122 members 
Entering Unmasked Estep 
Score: -18759312.000000 Penalty: 2938.866455
	Iteration 0F: 2 clusters Score -1.875931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -18672670.000000 Penalty: 5877.732910
	Iteration 0F: 3 clusters Score -1.867267e+07 nChanged 67066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -18711752.000000 Penalty: 5877.732910
	Iteration 1F: 3 clusters Score -1.871175e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -18713048.000000 Penalty: 5877.732910
	Iteration 2Q: 3 clusters Score -1.871305e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -18714998.000000 Penalty: 5877.732910
	Iteration 3Q: 3 clusters Score -1.8715e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -18718066.000000 Penalty: 5877.732910
	Iteration 4Q: 3 clusters Score -1.871807e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -18722958.000000 Penalty: 5877.732910
	Iteration 5F: 3 clusters Score -1.872296e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -18729542.000000 Penalty: 5877.732910
	Iteration 6F: 3 clusters Score -1.872954e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -18737148.000000 Penalty: 5877.732910
	Iteration 7F: 3 clusters Score -1.873715e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -18743102.000000 Penalty: 5877.732910
	Iteration 8F: 3 clusters Score -1.87431e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 112258 members 
Entering Unmasked Estep 
Score: -18746954.000000 Penalty: 5877.732910
	Iteration 9Q: 3 clusters Score -1.874695e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -18749168.000000 Penalty: 5877.732910
	Iteration 10Q: 3 clusters Score -1.874917e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 115333 members 
Entering Unmasked Estep 
Score: -18750546.000000 Penalty: 5877.732910
	Iteration 11Q: 3 clusters Score -1.875055e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -18751260.000000 Penalty: 5877.732910
	Iteration 12Q: 3 clusters Score -1.875126e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 116517 members 
Entering Unmasked Estep 
Score: -18751592.000000 Penalty: 5877.732910
	Iteration 13Q: 3 clusters Score -1.875159e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 116874 members 
Entering Unmasked Estep 
Score: -18751796.000000 Penalty: 5877.732910
	Iteration 14Q: 3 clusters Score -1.87518e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -18751940.000000 Penalty: 5877.732910
	Iteration 15Q: 3 clusters Score -1.875194e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -18752060.000000 Penalty: 5877.732910
	Iteration 16Q: 3 clusters Score -1.875206e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -18752166.000000 Penalty: 5877.732910
	Iteration 17Q: 3 clusters Score -1.875217e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 117853 members 
Entering Unmasked Estep 
Score: -18752306.000000 Penalty: 5877.732910
	Iteration 18Q: 3 clusters Score -1.875231e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -18752430.000000 Penalty: 5877.732910
	Iteration 19Q: 3 clusters Score -1.875243e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -18752468.000000 Penalty: 5877.732910
	Iteration 20F: 3 clusters Score -1.875247e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -18752578.000000 Penalty: 5877.732910
	Iteration 21Q: 3 clusters Score -1.875258e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -18752640.000000 Penalty: 5877.732910
	Iteration 22Q: 3 clusters Score -1.875264e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -18752670.000000 Penalty: 5877.732910
	Iteration 23Q: 3 clusters Score -1.875267e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -18752740.000000 Penalty: 5877.732910
	Iteration 24Q: 3 clusters Score -1.875274e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 117957 members 
Entering Unmasked Estep 
Score: -18752842.000000 Penalty: 5877.732910
	Iteration 25Q: 3 clusters Score -1.875284e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 117852 members 
Entering Unmasked Estep 
Score: -18752896.000000 Penalty: 5877.732910
	Iteration 26Q: 3 clusters Score -1.87529e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -18752930.000000 Penalty: 5877.732910
	Iteration 27Q: 3 clusters Score -1.875293e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -18753064.000000 Penalty: 5877.732910
	Iteration 28Q: 3 clusters Score -1.875306e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -18753174.000000 Penalty: 5877.732910
	Iteration 29Q: 3 clusters Score -1.875317e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -18753208.000000 Penalty: 5877.732910
	Iteration 30Q: 3 clusters Score -1.875321e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -18753314.000000 Penalty: 5877.732910
	Iteration 31Q: 3 clusters Score -1.875331e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -18753468.000000 Penalty: 5877.732910
	Iteration 32Q: 3 clusters Score -1.875347e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -18753602.000000 Penalty: 5877.732910
	Iteration 33Q: 3 clusters Score -1.87536e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -18753756.000000 Penalty: 5877.732910
	Iteration 34Q: 3 clusters Score -1.875376e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -18753848.000000 Penalty: 5877.732910
	Iteration 35Q: 3 clusters Score -1.875385e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -18753970.000000 Penalty: 5877.732910
	Iteration 36Q: 3 clusters Score -1.875397e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -18754160.000000 Penalty: 5877.732910
	Iteration 37Q: 3 clusters Score -1.875416e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -18754234.000000 Penalty: 5877.732910
	Iteration 38Q: 3 clusters Score -1.875423e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -18754356.000000 Penalty: 5877.732910
	Iteration 39Q: 3 clusters Score -1.875436e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -18754544.000000 Penalty: 5877.732910
	Iteration 40F: 3 clusters Score -1.875454e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -18754716.000000 Penalty: 5877.732910
	Iteration 41Q: 3 clusters Score -1.875472e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -18754844.000000 Penalty: 5877.732910
	Iteration 42Q: 3 clusters Score -1.875484e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -18754990.000000 Penalty: 5877.732910
	Iteration 43Q: 3 clusters Score -1.875499e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -18755020.000000 Penalty: 5877.732910
	Iteration 44Q: 3 clusters Score -1.875502e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -18755036.000000 Penalty: 5877.732910
	Iteration 45Q: 3 clusters Score -1.875504e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -18755124.000000 Penalty: 5877.732910
	Iteration 46Q: 3 clusters Score -1.875512e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 110100 members 
Entering Unmasked Estep 
Score: -18755128.000000 Penalty: 5877.732910
	Iteration 47Q: 3 clusters Score -1.875513e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -18755128.000000 Penalty: 5877.732910
	Iteration 48Q: 3 clusters Score -1.875513e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -18755138.000000 Penalty: 5877.732910
	Iteration 49Q: 3 clusters Score -1.875514e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -18755150.000000 Penalty: 5877.732910
	Iteration 50Q: 3 clusters Score -1.875515e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -18755178.000000 Penalty: 5877.732910
	Iteration 51Q: 3 clusters Score -1.875518e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 109081 members 
Entering Unmasked Estep 
Score: -18755188.000000 Penalty: 5877.732910
	Iteration 52Q: 3 clusters Score -1.875519e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -18755190.000000 Penalty: 5877.732910
	Iteration 53Q: 3 clusters Score -1.875519e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -18755188.000000 Penalty: 5877.732910
	Iteration 54Q: 3 clusters Score -1.875519e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 108606 members 
Entering Unmasked Estep 
Score: -18755180.000000 Penalty: 5877.732910
	Iteration 55Q: 3 clusters Score -1.875518e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -18755222.000000 Penalty: 5877.732910
	Iteration 56Q: 3 clusters Score -1.875522e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -18755262.000000 Penalty: 5877.732910
	Iteration 57Q: 3 clusters Score -1.875526e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -18755264.000000 Penalty: 5877.732910
	Iteration 58Q: 3 clusters Score -1.875526e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -18755266.000000 Penalty: 5877.732910
	Iteration 59Q: 3 clusters Score -1.875527e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -18755278.000000 Penalty: 5877.732910
	Iteration 60F: 3 clusters Score -1.875528e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -18755292.000000 Penalty: 5877.732910
	Iteration 61Q: 3 clusters Score -1.875529e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -18755270.000000 Penalty: 5877.732910
	Iteration 62Q: 3 clusters Score -1.875527e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -18755262.000000 Penalty: 5877.732910
	Iteration 63Q: 3 clusters Score -1.875526e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -18755294.000000 Penalty: 5877.732910
	Iteration 64Q: 3 clusters Score -1.875529e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -18755318.000000 Penalty: 5877.732910
	Iteration 65Q: 3 clusters Score -1.875532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -18755320.000000 Penalty: 5877.732910
	Iteration 66Q: 3 clusters Score -1.875532e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -18755322.000000 Penalty: 5877.732910
	Iteration 67Q: 3 clusters Score -1.875532e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -18755356.000000 Penalty: 5877.732910
	Iteration 68Q: 3 clusters Score -1.875536e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 107159 members 
Entering Unmasked Estep 
Score: -18755336.000000 Penalty: 5877.732910
	Iteration 69Q: 3 clusters Score -1.875534e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
Score: -18755330.000000 Penalty: 5877.732910
	Iteration 70Q: 3 clusters Score -1.875533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -18755318.000000 Penalty: 5877.732910
	Iteration 71Q: 3 clusters Score -1.875532e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -18755302.000000 Penalty: 5877.732910
	Iteration 72Q: 3 clusters Score -1.87553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -18755338.000000 Penalty: 5877.732910
	Iteration 73Q: 3 clusters Score -1.875534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -18755352.000000 Penalty: 5877.732910
	Iteration 74Q: 3 clusters Score -1.875535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -18755328.000000 Penalty: 5877.732910
	Iteration 75Q: 3 clusters Score -1.875533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -18755312.000000 Penalty: 5877.732910
	Iteration 76Q: 3 clusters Score -1.875531e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -18755346.000000 Penalty: 5877.732910
	Iteration 77Q: 3 clusters Score -1.875535e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -18755340.000000 Penalty: 5877.732910
	Iteration 78Q: 3 clusters Score -1.875534e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -18755352.000000 Penalty: 5877.732910
	Iteration 79Q: 3 clusters Score -1.875535e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -18755346.000000 Penalty: 5877.732910
	Iteration 80F: 3 clusters Score -1.875535e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -18755350.000000 Penalty: 5877.732910
	Iteration 81Q: 3 clusters Score -1.875535e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -18755358.000000 Penalty: 5877.732910
	Iteration 82Q: 3 clusters Score -1.875536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -18755364.000000 Penalty: 5877.732910
	Iteration 83Q: 3 clusters Score -1.875536e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -18755382.000000 Penalty: 5877.732910
	Iteration 84Q: 3 clusters Score -1.875538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -18755376.000000 Penalty: 5877.732910
	Iteration 85Q: 3 clusters Score -1.875538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 86Q: 3 clusters Score -1.875542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -18755386.000000 Penalty: 5877.732910
	Iteration 87Q: 3 clusters Score -1.875539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 106337 members 
Entering Unmasked Estep 
Score: -18755382.000000 Penalty: 5877.732910
	Iteration 88Q: 3 clusters Score -1.875538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -18755396.000000 Penalty: 5877.732910
	Iteration 89Q: 3 clusters Score -1.87554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 90Q: 3 clusters Score -1.875541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -18755402.000000 Penalty: 5877.732910
	Iteration 91Q: 3 clusters Score -1.87554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -18755400.000000 Penalty: 5877.732910
	Iteration 92Q: 3 clusters Score -1.87554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -18755420.000000 Penalty: 5877.732910
	Iteration 93Q: 3 clusters Score -1.875542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -18755402.000000 Penalty: 5877.732910
	Iteration 94Q: 3 clusters Score -1.87554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -18755418.000000 Penalty: 5877.732910
	Iteration 95Q: 3 clusters Score -1.875542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -18755426.000000 Penalty: 5877.732910
	Iteration 96Q: 3 clusters Score -1.875543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -18755420.000000 Penalty: 5877.732910
	Iteration 97Q: 3 clusters Score -1.875542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 98Q: 3 clusters Score -1.875542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -18755394.000000 Penalty: 5877.732910
	Iteration 99Q: 3 clusters Score -1.875539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -18755386.000000 Penalty: 5877.732910
	Iteration 100F: 3 clusters Score -1.875539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
Score: -18755404.000000 Penalty: 5877.732910
	Iteration 101Q: 3 clusters Score -1.87554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -18755400.000000 Penalty: 5877.732910
	Iteration 102Q: 3 clusters Score -1.87554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -18755398.000000 Penalty: 5877.732910
	Iteration 103Q: 3 clusters Score -1.87554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
Score: -18755418.000000 Penalty: 5877.732910
	Iteration 104Q: 3 clusters Score -1.875542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 105Q: 3 clusters Score -1.875541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -18755428.000000 Penalty: 5877.732910
	Iteration 106Q: 3 clusters Score -1.875543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -18755414.000000 Penalty: 5877.732910
	Iteration 107Q: 3 clusters Score -1.875541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 106107 members 
Entering Unmasked Estep 
Score: -18755420.000000 Penalty: 5877.732910
	Iteration 108Q: 3 clusters Score -1.875542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 109Q: 3 clusters Score -1.875542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 106082 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 110Q: 3 clusters Score -1.875541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -18755390.000000 Penalty: 5877.732910
	Iteration 111Q: 3 clusters Score -1.875539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 112Q: 3 clusters Score -1.875541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -18755400.000000 Penalty: 5877.732910
	Iteration 113Q: 3 clusters Score -1.87554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -18755388.000000 Penalty: 5877.732910
	Iteration 114Q: 3 clusters Score -1.875539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -18755392.000000 Penalty: 5877.732910
	Iteration 115Q: 3 clusters Score -1.875539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -18755398.000000 Penalty: 5877.732910
	Iteration 116Q: 3 clusters Score -1.87554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -18755398.000000 Penalty: 5877.732910
	Iteration 117Q: 3 clusters Score -1.87554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -18755404.000000 Penalty: 5877.732910
	Iteration 118Q: 3 clusters Score -1.87554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -18755404.000000 Penalty: 5877.732910
	Iteration 119Q: 3 clusters Score -1.87554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 120F: 3 clusters Score -1.875541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -18755420.000000 Penalty: 5877.732910
	Iteration 121Q: 3 clusters Score -1.875542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 122Q: 3 clusters Score -1.875541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -18755428.000000 Penalty: 5877.732910
	Iteration 123Q: 3 clusters Score -1.875543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -18755420.000000 Penalty: 5877.732910
	Iteration 124Q: 3 clusters Score -1.875542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -18755422.000000 Penalty: 5877.732910
	Iteration 125Q: 3 clusters Score -1.875542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -18755430.000000 Penalty: 5877.732910
	Iteration 126Q: 3 clusters Score -1.875543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -18755424.000000 Penalty: 5877.732910
	Iteration 127Q: 3 clusters Score -1.875542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -18755424.000000 Penalty: 5877.732910
	Iteration 128Q: 3 clusters Score -1.875542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -18755412.000000 Penalty: 5877.732910
	Iteration 129Q: 3 clusters Score -1.875541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 130Q: 3 clusters Score -1.875541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 131Q: 3 clusters Score -1.875542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -18755430.000000 Penalty: 5877.732910
	Iteration 132Q: 3 clusters Score -1.875543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -18755410.000000 Penalty: 5877.732910
	Iteration 133Q: 3 clusters Score -1.875541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 105877 members 
Entering Unmasked Estep 
Score: -18755394.000000 Penalty: 5877.732910
	Iteration 134Q: 3 clusters Score -1.875539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -18755394.000000 Penalty: 5877.732910
	Iteration 135Q: 3 clusters Score -1.875539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -18755392.000000 Penalty: 5877.732910
	Iteration 136Q: 3 clusters Score -1.875539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -18755382.000000 Penalty: 5877.732910
	Iteration 137Q: 3 clusters Score -1.875538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 138Q: 3 clusters Score -1.875541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -18755390.000000 Penalty: 5877.732910
	Iteration 139Q: 3 clusters Score -1.875539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -18755390.000000 Penalty: 5877.732910
	Iteration 140F: 3 clusters Score -1.875539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 141Q: 3 clusters Score -1.875541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -18755412.000000 Penalty: 5877.732910
	Iteration 142Q: 3 clusters Score -1.875541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -18755428.000000 Penalty: 5877.732910
	Iteration 143Q: 3 clusters Score -1.875543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -18755412.000000 Penalty: 5877.732910
	Iteration 144Q: 3 clusters Score -1.875541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 145Q: 3 clusters Score -1.875542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 146Q: 3 clusters Score -1.875542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -18755426.000000 Penalty: 5877.732910
	Iteration 147Q: 3 clusters Score -1.875543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 105686 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 148Q: 3 clusters Score -1.875541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -18755402.000000 Penalty: 5877.732910
	Iteration 149Q: 3 clusters Score -1.87554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -18755396.000000 Penalty: 5877.732910
	Iteration 150Q: 3 clusters Score -1.87554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5877.732910
	Iteration 151Q: 3 clusters Score -1.875541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 152Q: 3 clusters Score -1.875541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -18755398.000000 Penalty: 5877.732910
	Iteration 153Q: 3 clusters Score -1.87554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 105627 members 
Entering Unmasked Estep 
Score: -18755410.000000 Penalty: 5877.732910
	Iteration 154Q: 3 clusters Score -1.875541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -18755404.000000 Penalty: 5877.732910
	Iteration 155Q: 3 clusters Score -1.87554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 105614 members 
Entering Unmasked Estep 
Score: -18755412.000000 Penalty: 5877.732910
	Iteration 156Q: 3 clusters Score -1.875541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -18755404.000000 Penalty: 5877.732910
	Iteration 157Q: 3 clusters Score -1.87554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 105607 members 
Entering Unmasked Estep 
Score: -18755418.000000 Penalty: 5877.732910
	Iteration 158Q: 3 clusters Score -1.875542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 159Q: 3 clusters Score -1.875542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -18755404.000000 Penalty: 5877.732910
	Iteration 160F: 3 clusters Score -1.87554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -18755420.000000 Penalty: 5877.732910
	Iteration 161Q: 3 clusters Score -1.875542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -18755410.000000 Penalty: 5877.732910
	Iteration 162Q: 3 clusters Score -1.875541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 163Q: 3 clusters Score -1.875541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -18755418.000000 Penalty: 5877.732910
	Iteration 164Q: 3 clusters Score -1.875542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -18755416.000000 Penalty: 5877.732910
	Iteration 165Q: 3 clusters Score -1.875542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -18755422.000000 Penalty: 5877.732910
	Iteration 166Q: 3 clusters Score -1.875542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 167Q: 3 clusters Score -1.875541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -18755408.000000 Penalty: 5877.732910
	Iteration 168F: 3 clusters Score -1.875541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -28913.712891 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -28913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27686.656250 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27686.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28085.140625 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28085.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28290.972656 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28290.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28387.185547 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -28387.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28443.185547 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28443.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28479.417969 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28479.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28510.980469 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28510.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28538.445312 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -28538.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28550.109375 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -28550.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28550.109375 Penalty: 2861.087158
	Iteration 9F: 3 clusters Score -28550.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -401698.125000 Penalty: 1988.782471
	Iteration 0F: 2 clusters Score -401698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -398462.187500 Penalty: 3977.564941
	Iteration 0F: 3 clusters Score -398462.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -399113.875000 Penalty: 3977.564941
	Iteration 1F: 3 clusters Score -399113.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -399261.343750 Penalty: 3977.564941
	Iteration 2F: 3 clusters Score -399261.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -399339.187500 Penalty: 3977.564941
	Iteration 3Q: 3 clusters Score -399339.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -399389.062500 Penalty: 3977.564941
	Iteration 4Q: 3 clusters Score -399389.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -399421.375000 Penalty: 3977.564941
	Iteration 5Q: 3 clusters Score -399421.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -399455.031250 Penalty: 3977.564941
	Iteration 6Q: 3 clusters Score -399455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -399487.531250 Penalty: 3977.564941
	Iteration 7Q: 3 clusters Score -399487.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -399518.593750 Penalty: 3977.564941
	Iteration 8Q: 3 clusters Score -399518.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -399554.312500 Penalty: 3977.564941
	Iteration 9Q: 3 clusters Score -399554.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -399612.812500 Penalty: 3977.564941
	Iteration 10Q: 3 clusters Score -399612.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -399660.687500 Penalty: 3977.564941
	Iteration 11Q: 3 clusters Score -399660.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -399702.968750 Penalty: 3977.564941
	Iteration 12Q: 3 clusters Score -399703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -399740.687500 Penalty: 3977.564941
	Iteration 13Q: 3 clusters Score -399740.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -399786.125000 Penalty: 3977.564941
	Iteration 14Q: 3 clusters Score -399786.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -399827.500000 Penalty: 3977.564941
	Iteration 15Q: 3 clusters Score -399827.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -399865.406250 Penalty: 3977.564941
	Iteration 16Q: 3 clusters Score -399865.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -399909.031250 Penalty: 3977.564941
	Iteration 17Q: 3 clusters Score -399909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -399954.281250 Penalty: 3977.564941
	Iteration 18Q: 3 clusters Score -399954.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -399991.812500 Penalty: 3977.564941
	Iteration 19Q: 3 clusters Score -399991.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -400026.718750 Penalty: 3977.564941
	Iteration 20F: 3 clusters Score -400026.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -400064.281250 Penalty: 3977.564941
	Iteration 21Q: 3 clusters Score -400064.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -400109.281250 Penalty: 3977.564941
	Iteration 22Q: 3 clusters Score -400109.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -400155.625000 Penalty: 3977.564941
	Iteration 23Q: 3 clusters Score -400155.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -400203.000000 Penalty: 3977.564941
	Iteration 24Q: 3 clusters Score -400203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -400252.843750 Penalty: 3977.564941
	Iteration 25Q: 3 clusters Score -400252.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -400288.781250 Penalty: 3977.564941
	Iteration 26Q: 3 clusters Score -400288.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -400311.062500 Penalty: 3977.564941
	Iteration 27Q: 3 clusters Score -400311.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -400332.375000 Penalty: 3977.564941
	Iteration 28Q: 3 clusters Score -400332.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -400354.843750 Penalty: 3977.564941
	Iteration 29Q: 3 clusters Score -400354.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -400377.562500 Penalty: 3977.564941
	Iteration 30Q: 3 clusters Score -400377.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -400400.218750 Penalty: 3977.564941
	Iteration 31Q: 3 clusters Score -400400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -400414.968750 Penalty: 3977.564941
	Iteration 32Q: 3 clusters Score -400415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -400431.468750 Penalty: 3977.564941
	Iteration 33Q: 3 clusters Score -400431.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -400450.093750 Penalty: 3977.564941
	Iteration 34Q: 3 clusters Score -400450.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -400465.000000 Penalty: 3977.564941
	Iteration 35Q: 3 clusters Score -400465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -400481.968750 Penalty: 3977.564941
	Iteration 36Q: 3 clusters Score -400482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -400497.656250 Penalty: 3977.564941
	Iteration 37Q: 3 clusters Score -400497.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -400512.156250 Penalty: 3977.564941
	Iteration 38Q: 3 clusters Score -400512.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -400531.968750 Penalty: 3977.564941
	Iteration 39Q: 3 clusters Score -400532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -400559.000000 Penalty: 3977.564941
	Iteration 40F: 3 clusters Score -400559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -400584.812500 Penalty: 3977.564941
	Iteration 41Q: 3 clusters Score -400584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -400600.625000 Penalty: 3977.564941
	Iteration 42Q: 3 clusters Score -400600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -400618.531250 Penalty: 3977.564941
	Iteration 43Q: 3 clusters Score -400618.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -400632.781250 Penalty: 3977.564941
	Iteration 44Q: 3 clusters Score -400632.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -400641.781250 Penalty: 3977.564941
	Iteration 45Q: 3 clusters Score -400641.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -400650.125000 Penalty: 3977.564941
	Iteration 46Q: 3 clusters Score -400650.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -400660.187500 Penalty: 3977.564941
	Iteration 47Q: 3 clusters Score -400660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -400663.750000 Penalty: 3977.564941
	Iteration 48Q: 3 clusters Score -400663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -400669.031250 Penalty: 3977.564941
	Iteration 49Q: 3 clusters Score -400669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -400671.375000 Penalty: 3977.564941
	Iteration 50Q: 3 clusters Score -400671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -400673.031250 Penalty: 3977.564941
	Iteration 51Q: 3 clusters Score -400673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -400676.875000 Penalty: 3977.564941
	Iteration 52Q: 3 clusters Score -400676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -400681.062500 Penalty: 3977.564941
	Iteration 53Q: 3 clusters Score -400681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -400682.875000 Penalty: 3977.564941
	Iteration 54Q: 3 clusters Score -400682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -400684.781250 Penalty: 3977.564941
	Iteration 55Q: 3 clusters Score -400684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -400689.125000 Penalty: 3977.564941
	Iteration 56Q: 3 clusters Score -400689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -400692.343750 Penalty: 3977.564941
	Iteration 57Q: 3 clusters Score -400692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -400693.468750 Penalty: 3977.564941
	Iteration 58Q: 3 clusters Score -400693.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -400696.343750 Penalty: 3977.564941
	Iteration 59Q: 3 clusters Score -400696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -400697.281250 Penalty: 3977.564941
	Iteration 60F: 3 clusters Score -400697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -400698.093750 Penalty: 3977.564941
	Iteration 61Q: 3 clusters Score -400698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -400698.187500 Penalty: 3977.564941
	Iteration 62Q: 3 clusters Score -400698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -400700.812500 Penalty: 3977.564941
	Iteration 63Q: 3 clusters Score -400700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -400701.437500 Penalty: 3977.564941
	Iteration 64Q: 3 clusters Score -400701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -400702.187500 Penalty: 3977.564941
	Iteration 65Q: 3 clusters Score -400702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -400702.406250 Penalty: 3977.564941
	Iteration 66Q: 3 clusters Score -400702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -400702.406250 Penalty: 3977.564941
	Iteration 67F: 3 clusters Score -400702.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -102799.343750 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -102799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100974.398438 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -100974.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101359.625000 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -101359.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101567.132812 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -101567.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101823.054688 Penalty: 3373.987793
	Iteration 3F: 3 clusters Score -101823.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102155.507812 Penalty: 3373.987793
	Iteration 4F: 3 clusters Score -102155.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102551.789062 Penalty: 3373.987793
	Iteration 5F: 3 clusters Score -102551.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102843.953125 Penalty: 3373.987793
	Iteration 6F: 3 clusters Score -102844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103086.390625 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -103086.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103236.414062 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -103236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103384.734375 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -103384.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103733.656250 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -103733.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104200.562500 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -104200.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -104271.023438 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -104271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104289.312500 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -104289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104295.304688 Penalty: 3373.987793
	Iteration 14Q: 3 clusters Score -104295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104303.960938 Penalty: 3373.987793
	Iteration 15Q: 3 clusters Score -104304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104308.296875 Penalty: 3373.987793
	Iteration 16F: 3 clusters Score -104308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104318.820312 Penalty: 3373.987793
	Iteration 17Q: 3 clusters Score -104318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104324.546875 Penalty: 3373.987793
	Iteration 18Q: 3 clusters Score -104324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104327.328125 Penalty: 3373.987793
	Iteration 19Q: 3 clusters Score -104327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104343.570312 Penalty: 3373.987793
	Iteration 20F: 3 clusters Score -104343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104364.390625 Penalty: 3373.987793
	Iteration 21Q: 3 clusters Score -104364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104416.195312 Penalty: 3373.987793
	Iteration 22Q: 3 clusters Score -104416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104461.367188 Penalty: 3373.987793
	Iteration 23Q: 3 clusters Score -104461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104472.718750 Penalty: 3373.987793
	Iteration 24Q: 3 clusters Score -104472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104476.125000 Penalty: 3373.987793
	Iteration 25Q: 3 clusters Score -104476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104479.140625 Penalty: 3373.987793
	Iteration 26Q: 3 clusters Score -104479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104479.140625 Penalty: 3373.987793
	Iteration 27F: 3 clusters Score -104479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 48353 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 118007 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140122 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 208 members 
Mstep: Class 21 contains 308 members 
Entering Unmasked Estep 
Score: -62769524.000000 Penalty: 68087.054688
Splitting cluster 19 changes total score from -62769312.000000 to -62769524.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 48353 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 118007 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140122 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769572.000000 Penalty: 68087.054688
Iteration 119Q: 22 clusters Score -6.276957e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48337 members 
Mstep: Class 7 contains 31543 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 19992 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 118005 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 140096 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 206 members 
Mstep: Class 21 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771420.000000 Penalty: 68087.054688
Iteration 120F: 22 clusters Score -6.277142e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48309 members 
Mstep: Class 7 contains 31544 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 9733 members 
Mstep: Class 11 contains 19996 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5332 members 
Mstep: Class 14 contains 118014 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 140081 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 226 members 
Mstep: Class 21 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772888.000000 Penalty: 68087.054688
Iteration 121Q: 22 clusters Score -6.277289e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48288 members 
Mstep: Class 7 contains 31549 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 10391 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 118009 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140080 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 228 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772940.000000 Penalty: 68087.054688
Iteration 122Q: 22 clusters Score -6.277294e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48275 members 
Mstep: Class 7 contains 31549 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 10395 members 
Mstep: Class 10 contains 9717 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 117995 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140069 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773020.000000 Penalty: 68087.054688
Iteration 123Q: 22 clusters Score -6.277302e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 31551 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 117999 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140047 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772948.000000 Penalty: 68087.054688
Iteration 124Q: 22 clusters Score -6.277295e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 31555 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 117996 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140028 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773016.000000 Penalty: 68087.054688
Iteration 125Q: 22 clusters Score -6.277302e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48234 members 
Mstep: Class 7 contains 31560 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 117982 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140020 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772972.000000 Penalty: 68087.054688
Iteration 126Q: 22 clusters Score -6.277297e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48224 members 
Mstep: Class 7 contains 31566 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 117968 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 140006 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773008.000000 Penalty: 68087.054688
Iteration 127Q: 22 clusters Score -6.277301e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4060 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 31564 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 10418 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 117971 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139987 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773064.000000 Penalty: 68087.054688
Iteration 128Q: 22 clusters Score -6.277306e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48201 members 
Mstep: Class 7 contains 31561 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 10418 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5324 members 
Mstep: Class 14 contains 117978 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139966 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773096.000000 Penalty: 68087.054688
Iteration 129Q: 22 clusters Score -6.27731e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48187 members 
Mstep: Class 7 contains 31565 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10423 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 117990 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139933 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773156.000000 Penalty: 68087.054688
Iteration 130Q: 22 clusters Score -6.277316e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48166 members 
Mstep: Class 7 contains 31569 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 117986 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139927 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773140.000000 Penalty: 68087.054688
Iteration 131Q: 22 clusters Score -6.277314e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48153 members 
Mstep: Class 7 contains 31574 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 10428 members 
Mstep: Class 10 contains 9667 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 117983 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139910 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773120.000000 Penalty: 68087.054688
Iteration 132Q: 22 clusters Score -6.277312e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48145 members 
Mstep: Class 7 contains 31576 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 117979 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139904 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773144.000000 Penalty: 68087.054688
Iteration 133Q: 22 clusters Score -6.277314e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48134 members 
Mstep: Class 7 contains 31579 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 117976 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139900 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773164.000000 Penalty: 68087.054688
Iteration 134Q: 22 clusters Score -6.277316e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48124 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 20002 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 117976 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139891 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773112.000000 Penalty: 68087.054688
Iteration 135Q: 22 clusters Score -6.277311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48118 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 20003 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 117975 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139882 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773076.000000 Penalty: 68087.054688
Iteration 136Q: 22 clusters Score -6.277308e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48110 members 
Mstep: Class 7 contains 31581 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 20002 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 117970 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139880 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773092.000000 Penalty: 68087.054688
Iteration 137Q: 22 clusters Score -6.277309e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48104 members 
Mstep: Class 7 contains 31583 members 
Mstep: Class 8 contains 2689 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 117964 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139882 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773092.000000 Penalty: 68087.054688
Iteration 138Q: 22 clusters Score -6.277309e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48097 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 117960 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139871 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773084.000000 Penalty: 68087.054688
Iteration 139Q: 22 clusters Score -6.277308e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48094 members 
Mstep: Class 7 contains 31595 members 
Mstep: Class 8 contains 2689 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 117958 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139856 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773888.000000 Penalty: 68087.054688
Iteration 140F: 22 clusters Score -6.277389e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48084 members 
Mstep: Class 7 contains 31596 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 117960 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139853 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774828.000000 Penalty: 68087.054688
Iteration 141Q: 22 clusters Score -6.277483e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48075 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 19997 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 117962 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139849 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774872.000000 Penalty: 68087.054688
Iteration 142Q: 22 clusters Score -6.277487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48073 members 
Mstep: Class 7 contains 31599 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 19997 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 117957 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139844 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774888.000000 Penalty: 68087.054688
Iteration 143Q: 22 clusters Score -6.277489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48070 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 117948 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139838 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774848.000000 Penalty: 68087.054688
Iteration 144Q: 22 clusters Score -6.277485e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48070 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 117943 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139824 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774876.000000 Penalty: 68087.054688
Iteration 145Q: 22 clusters Score -6.277488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48066 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117941 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139806 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774880.000000 Penalty: 68087.054688
Iteration 146Q: 22 clusters Score -6.277488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48061 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117942 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139797 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774876.000000 Penalty: 68087.054688
Iteration 147Q: 22 clusters Score -6.277488e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48058 members 
Mstep: Class 7 contains 31606 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9604 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117936 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139789 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774908.000000 Penalty: 68087.054688
Iteration 148Q: 22 clusters Score -6.277491e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48056 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117935 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139784 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774876.000000 Penalty: 68087.054688
Iteration 149Q: 22 clusters Score -6.277488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48051 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117926 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139785 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774896.000000 Penalty: 68087.054688
Iteration 150Q: 22 clusters Score -6.27749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48046 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 20003 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117928 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139773 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774916.000000 Penalty: 68087.054688
Iteration 151Q: 22 clusters Score -6.277492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48043 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117931 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139765 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774900.000000 Penalty: 68087.054688
Iteration 152Q: 22 clusters Score -6.27749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48041 members 
Mstep: Class 7 contains 31606 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117930 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139757 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774892.000000 Penalty: 68087.054688
Iteration 153Q: 22 clusters Score -6.277489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48038 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117926 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139753 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774880.000000 Penalty: 68087.054688
Iteration 154Q: 22 clusters Score -6.277488e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48036 members 
Mstep: Class 7 contains 31609 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117919 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139745 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774836.000000 Penalty: 68087.054688
Iteration 155Q: 22 clusters Score -6.277484e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48029 members 
Mstep: Class 7 contains 31611 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117917 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139730 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774832.000000 Penalty: 68087.054688
Iteration 156Q: 22 clusters Score -6.277483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48023 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117922 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139721 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774860.000000 Penalty: 68087.054688
Iteration 157Q: 22 clusters Score -6.277486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48014 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117925 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139727 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774876.000000 Penalty: 68087.054688
Iteration 158Q: 22 clusters Score -6.277488e+07 nChanged 46
Entering ConstructFrom: 
Score: -62774876.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (78941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Entering Unmasked Estep 
Score: -10617526.000000 Penalty: 2796.561035
	Iteration 0F: 2 clusters Score -1.061753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -10564928.000000 Penalty: 5593.122070
	Iteration 0F: 3 clusters Score -1.056493e+07 nChanged 37096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -10585939.000000 Penalty: 5593.122070
	Iteration 1F: 3 clusters Score -1.058594e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -10586677.000000 Penalty: 5593.122070
	Iteration 2Q: 3 clusters Score -1.058668e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -10587512.000000 Penalty: 5593.122070
	Iteration 3Q: 3 clusters Score -1.058751e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10588443.000000 Penalty: 5593.122070
	Iteration 4Q: 3 clusters Score -1.058844e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -10589860.000000 Penalty: 5593.122070
	Iteration 5Q: 3 clusters Score -1.058986e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -10591555.000000 Penalty: 5593.122070
	Iteration 6Q: 3 clusters Score -1.059156e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -10593425.000000 Penalty: 5593.122070
	Iteration 7F: 3 clusters Score -1.059342e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -10595945.000000 Penalty: 5593.122070
	Iteration 8F: 3 clusters Score -1.059594e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -10598929.000000 Penalty: 5593.122070
	Iteration 9F: 3 clusters Score -1.059893e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -10602400.000000 Penalty: 5593.122070
	Iteration 10F: 3 clusters Score -1.06024e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -10605318.000000 Penalty: 5593.122070
	Iteration 11Q: 3 clusters Score -1.060532e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -10607216.000000 Penalty: 5593.122070
	Iteration 12Q: 3 clusters Score -1.060722e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -10608475.000000 Penalty: 5593.122070
	Iteration 13Q: 3 clusters Score -1.060848e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -10609568.000000 Penalty: 5593.122070
	Iteration 14Q: 3 clusters Score -1.060957e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -10610415.000000 Penalty: 5593.122070
	Iteration 15Q: 3 clusters Score -1.061042e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -10611197.000000 Penalty: 5593.122070
	Iteration 16Q: 3 clusters Score -1.06112e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -10611979.000000 Penalty: 5593.122070
	Iteration 17Q: 3 clusters Score -1.061198e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -10612657.000000 Penalty: 5593.122070
	Iteration 18Q: 3 clusters Score -1.061266e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -10613336.000000 Penalty: 5593.122070
	Iteration 19Q: 3 clusters Score -1.061334e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -10613807.000000 Penalty: 5593.122070
	Iteration 20F: 3 clusters Score -1.061381e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -10614265.000000 Penalty: 5593.122070
	Iteration 21Q: 3 clusters Score -1.061426e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -10614659.000000 Penalty: 5593.122070
	Iteration 22Q: 3 clusters Score -1.061466e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -10614930.000000 Penalty: 5593.122070
	Iteration 23Q: 3 clusters Score -1.061493e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -10615151.000000 Penalty: 5593.122070
	Iteration 24Q: 3 clusters Score -1.061515e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -10615280.000000 Penalty: 5593.122070
	Iteration 25Q: 3 clusters Score -1.061528e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -10615429.000000 Penalty: 5593.122070
	Iteration 26Q: 3 clusters Score -1.061543e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -10615498.000000 Penalty: 5593.122070
	Iteration 27Q: 3 clusters Score -1.06155e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -10615557.000000 Penalty: 5593.122070
	Iteration 28Q: 3 clusters Score -1.061556e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -10615631.000000 Penalty: 5593.122070
	Iteration 29Q: 3 clusters Score -1.061563e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -10615667.000000 Penalty: 5593.122070
	Iteration 30Q: 3 clusters Score -1.061567e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -10615706.000000 Penalty: 5593.122070
	Iteration 31Q: 3 clusters Score -1.061571e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -10615726.000000 Penalty: 5593.122070
	Iteration 32Q: 3 clusters Score -1.061573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -10615758.000000 Penalty: 5593.122070
	Iteration 33Q: 3 clusters Score -1.061576e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -10615761.000000 Penalty: 5593.122070
	Iteration 34Q: 3 clusters Score -1.061576e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -10615771.000000 Penalty: 5593.122070
	Iteration 35Q: 3 clusters Score -1.061577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -10615781.000000 Penalty: 5593.122070
	Iteration 36Q: 3 clusters Score -1.061578e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -10615793.000000 Penalty: 5593.122070
	Iteration 37Q: 3 clusters Score -1.061579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -10615791.000000 Penalty: 5593.122070
	Iteration 38Q: 3 clusters Score -1.061579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -10615808.000000 Penalty: 5593.122070
	Iteration 39Q: 3 clusters Score -1.061581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -10615808.000000 Penalty: 5593.122070
	Iteration 40F: 3 clusters Score -1.061581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -10615823.000000 Penalty: 5593.122070
	Iteration 41Q: 3 clusters Score -1.061582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -10615829.000000 Penalty: 5593.122070
	Iteration 42Q: 3 clusters Score -1.061583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -10615838.000000 Penalty: 5593.122070
	Iteration 43Q: 3 clusters Score -1.061584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -10615835.000000 Penalty: 5593.122070
	Iteration 44Q: 3 clusters Score -1.061584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -10615839.000000 Penalty: 5593.122070
	Iteration 45Q: 3 clusters Score -1.061584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -10615832.000000 Penalty: 5593.122070
	Iteration 46Q: 3 clusters Score -1.061583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10615837.000000 Penalty: 5593.122070
	Iteration 47Q: 3 clusters Score -1.061584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -10615825.000000 Penalty: 5593.122070
	Iteration 48Q: 3 clusters Score -1.061582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10615823.000000 Penalty: 5593.122070
	Iteration 49Q: 3 clusters Score -1.061582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -10615827.000000 Penalty: 5593.122070
	Iteration 50Q: 3 clusters Score -1.061583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -10615830.000000 Penalty: 5593.122070
	Iteration 51Q: 3 clusters Score -1.061583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -10615834.000000 Penalty: 5593.122070
	Iteration 52Q: 3 clusters Score -1.061583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -10615834.000000 Penalty: 5593.122070
	Iteration 53Q: 3 clusters Score -1.061583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -10615830.000000 Penalty: 5593.122070
	Iteration 54Q: 3 clusters Score -1.061583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -10615827.000000 Penalty: 5593.122070
	Iteration 55Q: 3 clusters Score -1.061583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -10615830.000000 Penalty: 5593.122070
	Iteration 56Q: 3 clusters Score -1.061583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -10615830.000000 Penalty: 5593.122070
	Iteration 57Q: 3 clusters Score -1.061583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -10615831.000000 Penalty: 5593.122070
	Iteration 58Q: 3 clusters Score -1.061583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -10615832.000000 Penalty: 5593.122070
	Iteration 59Q: 3 clusters Score -1.061583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -10615824.000000 Penalty: 5593.122070
	Iteration 60F: 3 clusters Score -1.061582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -10615832.000000 Penalty: 5593.122070
	Iteration 61Q: 3 clusters Score -1.061583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -10615830.000000 Penalty: 5593.122070
	Iteration 62Q: 3 clusters Score -1.061583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -10615831.000000 Penalty: 5593.122070
	Iteration 63Q: 3 clusters Score -1.061583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -10615831.000000 Penalty: 5593.122070
	Iteration 64Q: 3 clusters Score -1.061583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -10615831.000000 Penalty: 5593.122070
	Iteration 65F: 3 clusters Score -1.061583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17107.113281 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -17107.11 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 85 members 
Entering Unmasked Estep 
Score: -16304.621094 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -16304.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16439.595703 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -16439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16492.091797 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -16492.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16559.503906 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -16559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16589.919922 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -16589.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16611.509766 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -16611.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16650.423828 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -16650.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16666.179688 Penalty: 2564.560059
	Iteration 7Q: 3 clusters Score -16666.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16666.179688 Penalty: 2564.560059
	Iteration 8F: 3 clusters Score -16666.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -229942.703125 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -229942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227417.937500 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -227417.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227881.109375 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -227881.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -228005.328125 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -228005.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228066.875000 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -228066.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228109.156250 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -228109.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -228134.078125 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -228134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -228161.953125 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -228162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -228177.218750 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -228177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -228196.390625 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -228196.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -228227.718750 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -228227.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -228251.625000 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -228251.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -228281.515625 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -228281.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -228314.453125 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -228314.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -228345.046875 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -228345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -228376.140625 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -228376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -228411.703125 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -228411.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -228442.437500 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -228442.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -228481.546875 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -228481.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -228515.734375 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -228515.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228546.671875 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -228546.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -228567.875000 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -228567.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -228589.062500 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -228589.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228605.703125 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -228605.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -228620.578125 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -228620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228638.171875 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -228638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -228646.453125 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -228646.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228659.906250 Penalty: 3717.788818
	Iteration 26Q: 3 clusters Score -228659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228665.156250 Penalty: 3717.788818
	Iteration 27Q: 3 clusters Score -228665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -228666.203125 Penalty: 3717.788818
	Iteration 28Q: 3 clusters Score -228666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -228667.328125 Penalty: 3717.788818
	Iteration 29Q: 3 clusters Score -228667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -228667.328125 Penalty: 3717.788818
	Iteration 30F: 3 clusters Score -228667.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -513942.093750 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -513942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -510049.406250 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -510049.4 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -511018.562500 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -511018.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -511322.593750 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -511322.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -511600.375000 Penalty: 4115.581543
	Iteration 3F: 3 clusters Score -511600.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -511824.312500 Penalty: 4115.581543
	Iteration 4F: 3 clusters Score -511824.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -512005.562500 Penalty: 4115.581543
	Iteration 5F: 3 clusters Score -512005.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -512138.875000 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -512138.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -512245.343750 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -512245.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -512338.750000 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -512338.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -512414.125000 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -512414.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -512477.031250 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -512477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -512524.718750 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -512524.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -512556.875000 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -512556.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -512577.031250 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -512577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -512589.468750 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -512589.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -512600.750000 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -512600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -512614.875000 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -512614.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -512624.000000 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -512624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -512634.843750 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -512634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -512647.187500 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -512647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -512657.250000 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -512657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -512663.937500 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -512663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -512669.593750 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -512669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -512672.343750 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -512672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -512672.343750 Penalty: 4115.581543
	Iteration 24F: 3 clusters Score -512672.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -38696.964844 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -38696.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37365.085938 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -37365.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37521.046875 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -37521.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37698.140625 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -37698.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37743.183594 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -37743.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37770.195312 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -37770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37799.347656 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -37799.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37816.554688 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -37816.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37816.718750 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -37816.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37824.058594 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -37824.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37827.796875 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -37827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37827.796875 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -37827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Entering Unmasked Estep 
Score: -6299779.500000 Penalty: 2673.212158
	Iteration 0F: 2 clusters Score -6299780 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 23911 members 
Entering Unmasked Estep 
Score: -6267598.000000 Penalty: 5346.424316
	Iteration 0F: 3 clusters Score -6267598 nChanged 22064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6279925.000000 Penalty: 5346.424316
	Iteration 1F: 3 clusters Score -6279925 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -6280524.000000 Penalty: 5346.424316
	Iteration 2Q: 3 clusters Score -6280524 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -6281133.000000 Penalty: 5346.424316
	Iteration 3Q: 3 clusters Score -6281133 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6281829.500000 Penalty: 5346.424316
	Iteration 4Q: 3 clusters Score -6281830 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -6282838.500000 Penalty: 5346.424316
	Iteration 5Q: 3 clusters Score -6282838 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -6284233.500000 Penalty: 5346.424316
	Iteration 6F: 3 clusters Score -6284234 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6286132.000000 Penalty: 5346.424316
	Iteration 7F: 3 clusters Score -6286132 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -6288591.500000 Penalty: 5346.424316
	Iteration 8F: 3 clusters Score -6288592 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -6291423.500000 Penalty: 5346.424316
	Iteration 9F: 3 clusters Score -6291424 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6293874.000000 Penalty: 5346.424316
	Iteration 10F: 3 clusters Score -6293874 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6295653.500000 Penalty: 5346.424316
	Iteration 11Q: 3 clusters Score -6295654 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6296610.000000 Penalty: 5346.424316
	Iteration 12Q: 3 clusters Score -6296610 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6297064.000000 Penalty: 5346.424316
	Iteration 13Q: 3 clusters Score -6297064 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6297242.000000 Penalty: 5346.424316
	Iteration 14Q: 3 clusters Score -6297242 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6297358.000000 Penalty: 5346.424316
	Iteration 15Q: 3 clusters Score -6297358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6297408.000000 Penalty: 5346.424316
	Iteration 16Q: 3 clusters Score -6297408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6297438.500000 Penalty: 5346.424316
	Iteration 17Q: 3 clusters Score -6297438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6297468.000000 Penalty: 5346.424316
	Iteration 18Q: 3 clusters Score -6297468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6297481.500000 Penalty: 5346.424316
	Iteration 19Q: 3 clusters Score -6297482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6297485.000000 Penalty: 5346.424316
	Iteration 20F: 3 clusters Score -6297485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6297487.500000 Penalty: 5346.424316
	Iteration 21Q: 3 clusters Score -6297488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6297494.500000 Penalty: 5346.424316
	Iteration 22Q: 3 clusters Score -6297494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6297505.000000 Penalty: 5346.424316
	Iteration 23Q: 3 clusters Score -6297505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6297503.000000 Penalty: 5346.424316
	Iteration 24Q: 3 clusters Score -6297503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6297511.000000 Penalty: 5346.424316
	Iteration 25Q: 3 clusters Score -6297511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6297529.000000 Penalty: 5346.424316
	Iteration 26Q: 3 clusters Score -6297529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6297539.000000 Penalty: 5346.424316
	Iteration 27Q: 3 clusters Score -6297539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6297543.500000 Penalty: 5346.424316
	Iteration 28Q: 3 clusters Score -6297544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6297548.000000 Penalty: 5346.424316
	Iteration 29Q: 3 clusters Score -6297548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6297543.500000 Penalty: 5346.424316
	Iteration 30Q: 3 clusters Score -6297544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6297547.000000 Penalty: 5346.424316
	Iteration 31Q: 3 clusters Score -6297547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6297548.000000 Penalty: 5346.424316
	Iteration 32Q: 3 clusters Score -6297548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6297551.500000 Penalty: 5346.424316
	Iteration 33Q: 3 clusters Score -6297552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6297551.500000 Penalty: 5346.424316
	Iteration 34F: 3 clusters Score -6297552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Entering Unmasked Estep 
Score: -4317378.000000 Penalty: 2569.600342
	Iteration 0F: 2 clusters Score -4317378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4295785.500000 Penalty: 5139.200684
	Iteration 0F: 3 clusters Score -4295786 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4303553.000000 Penalty: 5139.200684
	Iteration 1F: 3 clusters Score -4303553 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4304048.000000 Penalty: 5139.200684
	Iteration 2Q: 3 clusters Score -4304048 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4304531.500000 Penalty: 5139.200684
	Iteration 3Q: 3 clusters Score -4304532 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4305025.000000 Penalty: 5139.200684
	Iteration 4Q: 3 clusters Score -4305025 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4305710.500000 Penalty: 5139.200684
	Iteration 5Q: 3 clusters Score -4305710 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4306578.000000 Penalty: 5139.200684
	Iteration 6F: 3 clusters Score -4306578 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4307801.500000 Penalty: 5139.200684
	Iteration 7F: 3 clusters Score -4307802 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4309498.500000 Penalty: 5139.200684
	Iteration 8F: 3 clusters Score -4309498 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4311419.500000 Penalty: 5139.200684
	Iteration 9F: 3 clusters Score -4311420 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4313051.500000 Penalty: 5139.200684
	Iteration 10F: 3 clusters Score -4313052 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4314045.500000 Penalty: 5139.200684
	Iteration 11Q: 3 clusters Score -4314046 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4314587.000000 Penalty: 5139.200684
	Iteration 12Q: 3 clusters Score -4314587 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4314833.500000 Penalty: 5139.200684
	Iteration 13Q: 3 clusters Score -4314834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4314965.000000 Penalty: 5139.200684
	Iteration 14Q: 3 clusters Score -4314965 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4315049.500000 Penalty: 5139.200684
	Iteration 15Q: 3 clusters Score -4315050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4315091.500000 Penalty: 5139.200684
	Iteration 16Q: 3 clusters Score -4315092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4315114.500000 Penalty: 5139.200684
	Iteration 17Q: 3 clusters Score -4315114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4315138.500000 Penalty: 5139.200684
	Iteration 18Q: 3 clusters Score -4315138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4315159.000000 Penalty: 5139.200684
	Iteration 19Q: 3 clusters Score -4315159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4315168.000000 Penalty: 5139.200684
	Iteration 20F: 3 clusters Score -4315168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4315173.500000 Penalty: 5139.200684
	Iteration 21Q: 3 clusters Score -4315174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4315181.500000 Penalty: 5139.200684
	Iteration 22Q: 3 clusters Score -4315182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4315187.500000 Penalty: 5139.200684
	Iteration 23Q: 3 clusters Score -4315188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4315196.000000 Penalty: 5139.200684
	Iteration 24Q: 3 clusters Score -4315196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4315196.000000 Penalty: 5139.200684
	Iteration 25Q: 3 clusters Score -4315196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4315202.000000 Penalty: 5139.200684
	Iteration 26Q: 3 clusters Score -4315202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4315197.500000 Penalty: 5139.200684
	Iteration 27Q: 3 clusters Score -4315198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4315204.000000 Penalty: 5139.200684
	Iteration 28Q: 3 clusters Score -4315204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4315207.000000 Penalty: 5139.200684
	Iteration 29Q: 3 clusters Score -4315207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4315207.000000 Penalty: 5139.200684
	Iteration 30F: 3 clusters Score -4315207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -345942.937500 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -345942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -342835.343750 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -342835.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -343451.437500 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -343451.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -343625.437500 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -343625.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -343725.343750 Penalty: 3918.715820
	Iteration 3Q: 3 clusters Score -343725.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -343784.156250 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -343784.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -343816.156250 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -343816.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -343839.500000 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -343839.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -343851.843750 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -343851.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -343864.187500 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -343864.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -343874.625000 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -343874.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -343886.250000 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -343886.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -343895.156250 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -343895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -343902.687500 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -343902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -343908.718750 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -343908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -343914.125000 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -343914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -343914.843750 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -343914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -343916.562500 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -343916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -343918.375000 Penalty: 3918.715820
	Iteration 17Q: 3 clusters Score -343918.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -343919.531250 Penalty: 3918.715820
	Iteration 18Q: 3 clusters Score -343919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -343921.531250 Penalty: 3918.715820
	Iteration 19Q: 3 clusters Score -343921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -343922.656250 Penalty: 3918.715820
	Iteration 20F: 3 clusters Score -343922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343922.812500 Penalty: 3918.715820
	Iteration 21Q: 3 clusters Score -343922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343922.812500 Penalty: 3918.715820
	Iteration 22F: 3 clusters Score -343922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -1402388.250000 Penalty: 2294.843262
	Iteration 0F: 2 clusters Score -1402388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1394461.875000 Penalty: 4589.686523
	Iteration 0F: 3 clusters Score -1394462 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1396748.375000 Penalty: 4589.686523
	Iteration 1F: 3 clusters Score -1396748 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1397060.750000 Penalty: 4589.686523
	Iteration 2F: 3 clusters Score -1397061 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1397300.875000 Penalty: 4589.686523
	Iteration 3F: 3 clusters Score -1397301 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1397476.125000 Penalty: 4589.686523
	Iteration 4Q: 3 clusters Score -1397476 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1397616.250000 Penalty: 4589.686523
	Iteration 5Q: 3 clusters Score -1397616 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1397743.875000 Penalty: 4589.686523
	Iteration 6Q: 3 clusters Score -1397744 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1397846.375000 Penalty: 4589.686523
	Iteration 7Q: 3 clusters Score -1397846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1397936.500000 Penalty: 4589.686523
	Iteration 8Q: 3 clusters Score -1397936 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1398024.375000 Penalty: 4589.686523
	Iteration 9Q: 3 clusters Score -1398024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1398100.875000 Penalty: 4589.686523
	Iteration 10Q: 3 clusters Score -1398101 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1398173.375000 Penalty: 4589.686523
	Iteration 11Q: 3 clusters Score -1398173 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1398246.750000 Penalty: 4589.686523
	Iteration 12Q: 3 clusters Score -1398247 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1398334.375000 Penalty: 4589.686523
	Iteration 13Q: 3 clusters Score -1398334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1398437.500000 Penalty: 4589.686523
	Iteration 14Q: 3 clusters Score -1398438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1398547.500000 Penalty: 4589.686523
	Iteration 15Q: 3 clusters Score -1398548 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1398675.000000 Penalty: 4589.686523
	Iteration 16Q: 3 clusters Score -1398675 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1398816.750000 Penalty: 4589.686523
	Iteration 17Q: 3 clusters Score -1398817 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1398963.125000 Penalty: 4589.686523
	Iteration 18Q: 3 clusters Score -1398963 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1399091.125000 Penalty: 4589.686523
	Iteration 19Q: 3 clusters Score -1399091 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1399208.750000 Penalty: 4589.686523
	Iteration 20F: 3 clusters Score -1399209 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1399335.875000 Penalty: 4589.686523
	Iteration 21Q: 3 clusters Score -1399336 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1399450.625000 Penalty: 4589.686523
	Iteration 22Q: 3 clusters Score -1399451 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1399559.375000 Penalty: 4589.686523
	Iteration 23Q: 3 clusters Score -1399559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1399644.250000 Penalty: 4589.686523
	Iteration 24Q: 3 clusters Score -1399644 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1399721.375000 Penalty: 4589.686523
	Iteration 25Q: 3 clusters Score -1399721 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1399806.375000 Penalty: 4589.686523
	Iteration 26Q: 3 clusters Score -1399806 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1399882.875000 Penalty: 4589.686523
	Iteration 27Q: 3 clusters Score -1399883 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1399955.500000 Penalty: 4589.686523
	Iteration 28Q: 3 clusters Score -1399956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1400016.750000 Penalty: 4589.686523
	Iteration 29Q: 3 clusters Score -1400017 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1400089.375000 Penalty: 4589.686523
	Iteration 30Q: 3 clusters Score -1400089 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1400161.375000 Penalty: 4589.686523
	Iteration 31Q: 3 clusters Score -1400161 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1400222.125000 Penalty: 4589.686523
	Iteration 32Q: 3 clusters Score -1400222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1400273.625000 Penalty: 4589.686523
	Iteration 33Q: 3 clusters Score -1400274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1400319.000000 Penalty: 4589.686523
	Iteration 34Q: 3 clusters Score -1400319 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1400351.000000 Penalty: 4589.686523
	Iteration 35Q: 3 clusters Score -1400351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1400376.625000 Penalty: 4589.686523
	Iteration 36Q: 3 clusters Score -1400377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1400398.250000 Penalty: 4589.686523
	Iteration 37Q: 3 clusters Score -1400398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1400405.250000 Penalty: 4589.686523
	Iteration 38Q: 3 clusters Score -1400405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1400414.375000 Penalty: 4589.686523
	Iteration 39Q: 3 clusters Score -1400414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1400420.250000 Penalty: 4589.686523
	Iteration 40F: 3 clusters Score -1400420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1400429.250000 Penalty: 4589.686523
	Iteration 41Q: 3 clusters Score -1400429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1400436.125000 Penalty: 4589.686523
	Iteration 42Q: 3 clusters Score -1400436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1400439.000000 Penalty: 4589.686523
	Iteration 43Q: 3 clusters Score -1400439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1400446.500000 Penalty: 4589.686523
	Iteration 44Q: 3 clusters Score -1400446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1400453.625000 Penalty: 4589.686523
	Iteration 45Q: 3 clusters Score -1400454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1400460.500000 Penalty: 4589.686523
	Iteration 46Q: 3 clusters Score -1400460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1400464.250000 Penalty: 4589.686523
	Iteration 47Q: 3 clusters Score -1400464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1400466.875000 Penalty: 4589.686523
	Iteration 48Q: 3 clusters Score -1400467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1400471.000000 Penalty: 4589.686523
	Iteration 49Q: 3 clusters Score -1400471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1400479.250000 Penalty: 4589.686523
	Iteration 50Q: 3 clusters Score -1400479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1400482.500000 Penalty: 4589.686523
	Iteration 51Q: 3 clusters Score -1400482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1400487.625000 Penalty: 4589.686523
	Iteration 52Q: 3 clusters Score -1400488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1400482.750000 Penalty: 4589.686523
	Iteration 53Q: 3 clusters Score -1400483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1400484.750000 Penalty: 4589.686523
	Iteration 54Q: 3 clusters Score -1400485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1400482.375000 Penalty: 4589.686523
	Iteration 55Q: 3 clusters Score -1400482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1400486.375000 Penalty: 4589.686523
	Iteration 56Q: 3 clusters Score -1400486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1400486.875000 Penalty: 4589.686523
	Iteration 57Q: 3 clusters Score -1400487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1400484.875000 Penalty: 4589.686523
	Iteration 58Q: 3 clusters Score -1400485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1400487.125000 Penalty: 4589.686523
	Iteration 59Q: 3 clusters Score -1400487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1400486.375000 Penalty: 4589.686523
	Iteration 60F: 3 clusters Score -1400486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1400486.375000 Penalty: 4589.686523
	Iteration 61Q: 3 clusters Score -1400486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1400488.125000 Penalty: 4589.686523
	Iteration 62Q: 3 clusters Score -1400488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1400491.375000 Penalty: 4589.686523
	Iteration 63Q: 3 clusters Score -1400491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1400490.375000 Penalty: 4589.686523
	Iteration 64Q: 3 clusters Score -1400490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1400491.875000 Penalty: 4589.686523
	Iteration 65Q: 3 clusters Score -1400492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1400498.000000 Penalty: 4589.686523
	Iteration 66Q: 3 clusters Score -1400498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1400497.000000 Penalty: 4589.686523
	Iteration 67Q: 3 clusters Score -1400497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1400497.500000 Penalty: 4589.686523
	Iteration 68Q: 3 clusters Score -1400498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1400498.375000 Penalty: 4589.686523
	Iteration 69Q: 3 clusters Score -1400498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1400501.125000 Penalty: 4589.686523
	Iteration 70Q: 3 clusters Score -1400501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1400506.000000 Penalty: 4589.686523
	Iteration 71Q: 3 clusters Score -1400506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1400509.500000 Penalty: 4589.686523
	Iteration 72Q: 3 clusters Score -1400510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1400512.125000 Penalty: 4589.686523
	Iteration 73Q: 3 clusters Score -1400512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1400512.375000 Penalty: 4589.686523
	Iteration 74Q: 3 clusters Score -1400512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1400515.000000 Penalty: 4589.686523
	Iteration 75Q: 3 clusters Score -1400515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1400515.500000 Penalty: 4589.686523
	Iteration 76Q: 3 clusters Score -1400516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1400516.125000 Penalty: 4589.686523
	Iteration 77Q: 3 clusters Score -1400516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1400520.000000 Penalty: 4589.686523
	Iteration 78Q: 3 clusters Score -1400520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1400520.625000 Penalty: 4589.686523
	Iteration 79Q: 3 clusters Score -1400521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1400517.625000 Penalty: 4589.686523
	Iteration 80F: 3 clusters Score -1400518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1400519.250000 Penalty: 4589.686523
	Iteration 81Q: 3 clusters Score -1400519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1400520.750000 Penalty: 4589.686523
	Iteration 82Q: 3 clusters Score -1400521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1400520.750000 Penalty: 4589.686523
	Iteration 83F: 3 clusters Score -1400521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Entering Unmasked Estep 
Score: -1282450.250000 Penalty: 2273.083008
	Iteration 0F: 2 clusters Score -1282450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1275018.000000 Penalty: 4546.166016
	Iteration 0F: 3 clusters Score -1275018 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1277103.875000 Penalty: 4546.166016
	Iteration 1F: 3 clusters Score -1277104 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1277421.625000 Penalty: 4546.166016
	Iteration 2F: 3 clusters Score -1277422 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1277672.250000 Penalty: 4546.166016
	Iteration 3F: 3 clusters Score -1277672 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1277942.125000 Penalty: 4546.166016
	Iteration 4F: 3 clusters Score -1277942 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1278195.750000 Penalty: 4546.166016
	Iteration 5Q: 3 clusters Score -1278196 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1278493.875000 Penalty: 4546.166016
	Iteration 6Q: 3 clusters Score -1278494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1278879.375000 Penalty: 4546.166016
	Iteration 7F: 3 clusters Score -1278879 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1279273.125000 Penalty: 4546.166016
	Iteration 8F: 3 clusters Score -1279273 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1279667.500000 Penalty: 4546.166016
	Iteration 9F: 3 clusters Score -1279668 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1280065.000000 Penalty: 4546.166016
	Iteration 10F: 3 clusters Score -1280065 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1280452.000000 Penalty: 4546.166016
	Iteration 11F: 3 clusters Score -1280452 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1280788.125000 Penalty: 4546.166016
	Iteration 12Q: 3 clusters Score -1280788 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1281069.750000 Penalty: 4546.166016
	Iteration 13Q: 3 clusters Score -1281070 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1281273.000000 Penalty: 4546.166016
	Iteration 14Q: 3 clusters Score -1281273 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1281412.625000 Penalty: 4546.166016
	Iteration 15Q: 3 clusters Score -1281413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1281491.500000 Penalty: 4546.166016
	Iteration 16Q: 3 clusters Score -1281492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1281546.375000 Penalty: 4546.166016
	Iteration 17Q: 3 clusters Score -1281546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1281585.125000 Penalty: 4546.166016
	Iteration 18Q: 3 clusters Score -1281585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1281609.250000 Penalty: 4546.166016
	Iteration 19Q: 3 clusters Score -1281609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1281625.375000 Penalty: 4546.166016
	Iteration 20F: 3 clusters Score -1281625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1281633.375000 Penalty: 4546.166016
	Iteration 21Q: 3 clusters Score -1281633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1281644.250000 Penalty: 4546.166016
	Iteration 22Q: 3 clusters Score -1281644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1281650.625000 Penalty: 4546.166016
	Iteration 23Q: 3 clusters Score -1281651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1281657.500000 Penalty: 4546.166016
	Iteration 24Q: 3 clusters Score -1281658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1281664.125000 Penalty: 4546.166016
	Iteration 25Q: 3 clusters Score -1281664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1281667.375000 Penalty: 4546.166016
	Iteration 26Q: 3 clusters Score -1281667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1281666.375000 Penalty: 4546.166016
	Iteration 27Q: 3 clusters Score -1281666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1281671.125000 Penalty: 4546.166016
	Iteration 28Q: 3 clusters Score -1281671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1281672.000000 Penalty: 4546.166016
	Iteration 29Q: 3 clusters Score -1281672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1281673.000000 Penalty: 4546.166016
	Iteration 30Q: 3 clusters Score -1281673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1281673.500000 Penalty: 4546.166016
	Iteration 31Q: 3 clusters Score -1281674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1281673.500000 Penalty: 4546.166016
	Iteration 32F: 3 clusters Score -1281674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Entering Unmasked Estep 
Score: -2715832.000000 Penalty: 2456.126709
	Iteration 0F: 2 clusters Score -2715832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2701722.250000 Penalty: 4912.253418
	Iteration 0F: 3 clusters Score -2701722 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2706502.500000 Penalty: 4912.253418
	Iteration 1F: 3 clusters Score -2706502 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2706841.250000 Penalty: 4912.253418
	Iteration 2F: 3 clusters Score -2706841 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2707123.500000 Penalty: 4912.253418
	Iteration 3Q: 3 clusters Score -2707124 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2707339.500000 Penalty: 4912.253418
	Iteration 4Q: 3 clusters Score -2707340 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2707527.000000 Penalty: 4912.253418
	Iteration 5Q: 3 clusters Score -2707527 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2707710.000000 Penalty: 4912.253418
	Iteration 6Q: 3 clusters Score -2707710 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2707901.750000 Penalty: 4912.253418
	Iteration 7Q: 3 clusters Score -2707902 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2708104.750000 Penalty: 4912.253418
	Iteration 8Q: 3 clusters Score -2708105 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2708360.750000 Penalty: 4912.253418
	Iteration 9Q: 3 clusters Score -2708361 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2708662.000000 Penalty: 4912.253418
	Iteration 10Q: 3 clusters Score -2708662 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2709104.250000 Penalty: 4912.253418
	Iteration 11Q: 3 clusters Score -2709104 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2709675.750000 Penalty: 4912.253418
	Iteration 12Q: 3 clusters Score -2709676 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2710390.750000 Penalty: 4912.253418
	Iteration 13F: 3 clusters Score -2710391 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2711226.000000 Penalty: 4912.253418
	Iteration 14F: 3 clusters Score -2711226 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2711998.250000 Penalty: 4912.253418
	Iteration 15Q: 3 clusters Score -2711998 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2712633.000000 Penalty: 4912.253418
	Iteration 16Q: 3 clusters Score -2712633 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2713022.500000 Penalty: 4912.253418
	Iteration 17Q: 3 clusters Score -2713022 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2713283.000000 Penalty: 4912.253418
	Iteration 18Q: 3 clusters Score -2713283 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2713443.250000 Penalty: 4912.253418
	Iteration 19Q: 3 clusters Score -2713443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2713527.750000 Penalty: 4912.253418
	Iteration 20F: 3 clusters Score -2713528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2713582.500000 Penalty: 4912.253418
	Iteration 21Q: 3 clusters Score -2713582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2713624.000000 Penalty: 4912.253418
	Iteration 22Q: 3 clusters Score -2713624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2713649.250000 Penalty: 4912.253418
	Iteration 23Q: 3 clusters Score -2713649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2713671.000000 Penalty: 4912.253418
	Iteration 24Q: 3 clusters Score -2713671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2713682.750000 Penalty: 4912.253418
	Iteration 25Q: 3 clusters Score -2713683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2713689.750000 Penalty: 4912.253418
	Iteration 26Q: 3 clusters Score -2713690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2713696.250000 Penalty: 4912.253418
	Iteration 27Q: 3 clusters Score -2713696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2713701.000000 Penalty: 4912.253418
	Iteration 28Q: 3 clusters Score -2713701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2713704.750000 Penalty: 4912.253418
	Iteration 29Q: 3 clusters Score -2713705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2713711.250000 Penalty: 4912.253418
	Iteration 30Q: 3 clusters Score -2713711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2713713.000000 Penalty: 4912.253418
	Iteration 31Q: 3 clusters Score -2713713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2713715.000000 Penalty: 4912.253418
	Iteration 32Q: 3 clusters Score -2713715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2713715.000000 Penalty: 4912.253418
	Iteration 33F: 3 clusters Score -2713715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -22916.292969 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -22916.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21920.484375 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -21920.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22135.423828 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22135.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22239.431641 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -22239.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22285.644531 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22285.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22425.136719 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -22425.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22433.849609 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -22433.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22433.849609 Penalty: 2697.287354
	Iteration 6F: 3 clusters Score -22433.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Entering Unmasked Estep 
Score: -678820.437500 Penalty: 2126.761475
	Iteration 0F: 2 clusters Score -678820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -674139.000000 Penalty: 4253.522949
	Iteration 0F: 3 clusters Score -674139 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -675403.250000 Penalty: 4253.522949
	Iteration 1F: 3 clusters Score -675403.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -675745.562500 Penalty: 4253.522949
	Iteration 2F: 3 clusters Score -675745.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -676069.187500 Penalty: 4253.522949
	Iteration 3F: 3 clusters Score -676069.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -676509.000000 Penalty: 4253.522949
	Iteration 4F: 3 clusters Score -676509 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -677064.937500 Penalty: 4253.522949
	Iteration 5F: 3 clusters Score -677064.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -677550.312500 Penalty: 4253.522949
	Iteration 6F: 3 clusters Score -677550.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -677862.312500 Penalty: 4253.522949
	Iteration 7F: 3 clusters Score -677862.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -678078.187500 Penalty: 4253.522949
	Iteration 8Q: 3 clusters Score -678078.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -678270.750000 Penalty: 4253.522949
	Iteration 9Q: 3 clusters Score -678270.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -678489.687500 Penalty: 4253.522949
	Iteration 10Q: 3 clusters Score -678489.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -678665.250000 Penalty: 4253.522949
	Iteration 11Q: 3 clusters Score -678665.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -678751.000000 Penalty: 4253.522949
	Iteration 12Q: 3 clusters Score -678751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -678811.187500 Penalty: 4253.522949
	Iteration 13Q: 3 clusters Score -678811.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -678863.125000 Penalty: 4253.522949
	Iteration 14Q: 3 clusters Score -678863.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -678916.125000 Penalty: 4253.522949
	Iteration 15Q: 3 clusters Score -678916.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -678965.000000 Penalty: 4253.522949
	Iteration 16Q: 3 clusters Score -678965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -679008.187500 Penalty: 4253.522949
	Iteration 17Q: 3 clusters Score -679008.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -679040.125000 Penalty: 4253.522949
	Iteration 18Q: 3 clusters Score -679040.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -679068.500000 Penalty: 4253.522949
	Iteration 19Q: 3 clusters Score -679068.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -679095.250000 Penalty: 4253.522949
	Iteration 20F: 3 clusters Score -679095.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -679121.437500 Penalty: 4253.522949
	Iteration 21Q: 3 clusters Score -679121.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -679145.000000 Penalty: 4253.522949
	Iteration 22Q: 3 clusters Score -679145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -679161.375000 Penalty: 4253.522949
	Iteration 23Q: 3 clusters Score -679161.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -679170.750000 Penalty: 4253.522949
	Iteration 24Q: 3 clusters Score -679170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -679174.375000 Penalty: 4253.522949
	Iteration 25Q: 3 clusters Score -679174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -679176.437500 Penalty: 4253.522949
	Iteration 26Q: 3 clusters Score -679176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -679179.000000 Penalty: 4253.522949
	Iteration 27Q: 3 clusters Score -679179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -679180.812500 Penalty: 4253.522949
	Iteration 28Q: 3 clusters Score -679180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -679185.312500 Penalty: 4253.522949
	Iteration 29Q: 3 clusters Score -679185.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -679188.125000 Penalty: 4253.522949
	Iteration 30Q: 3 clusters Score -679188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -679191.750000 Penalty: 4253.522949
	Iteration 31Q: 3 clusters Score -679191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -679193.125000 Penalty: 4253.522949
	Iteration 32Q: 3 clusters Score -679193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -679196.000000 Penalty: 4253.522949
	Iteration 33Q: 3 clusters Score -679196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -679197.062500 Penalty: 4253.522949
	Iteration 34Q: 3 clusters Score -679197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -679197.250000 Penalty: 4253.522949
	Iteration 35Q: 3 clusters Score -679197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -679197.875000 Penalty: 4253.522949
	Iteration 36Q: 3 clusters Score -679197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -679197.875000 Penalty: 4253.522949
	Iteration 37F: 3 clusters Score -679197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48006 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 117921 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139734 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 4057 members 
Entering Unmasked Estep 
Score: -62774284.000000 Penalty: 71329.296875
Splitting cluster 13 changes total score from -62774876.000000 to -62774284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (117921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Entering Unmasked Estep 
Score: -15871854.000000 Penalty: 2896.087158
	Iteration 0F: 2 clusters Score -1.587185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -15795593.000000 Penalty: 5792.174316
	Iteration 0F: 3 clusters Score -1.579559e+07 nChanged 55853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -15827217.000000 Penalty: 5792.174316
	Iteration 1F: 3 clusters Score -1.582722e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -15827814.000000 Penalty: 5792.174316
	Iteration 2Q: 3 clusters Score -1.582781e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -15828582.000000 Penalty: 5792.174316
	Iteration 3Q: 3 clusters Score -1.582858e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -15829277.000000 Penalty: 5792.174316
	Iteration 4Q: 3 clusters Score -1.582928e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -15830443.000000 Penalty: 5792.174316
	Iteration 5Q: 3 clusters Score -1.583044e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -15832202.000000 Penalty: 5792.174316
	Iteration 6Q: 3 clusters Score -1.58322e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -15835575.000000 Penalty: 5792.174316
	Iteration 7F: 3 clusters Score -1.583558e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -15841688.000000 Penalty: 5792.174316
	Iteration 8F: 3 clusters Score -1.584169e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -15850729.000000 Penalty: 5792.174316
	Iteration 9F: 3 clusters Score -1.585073e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -15860606.000000 Penalty: 5792.174316
	Iteration 10F: 3 clusters Score -1.586061e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -15866160.000000 Penalty: 5792.174316
	Iteration 11F: 3 clusters Score -1.586616e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -15868236.000000 Penalty: 5792.174316
	Iteration 12Q: 3 clusters Score -1.586824e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 117317 members 
Entering Unmasked Estep 
Score: -15868848.000000 Penalty: 5792.174316
	Iteration 13Q: 3 clusters Score -1.586885e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -15869077.000000 Penalty: 5792.174316
	Iteration 14Q: 3 clusters Score -1.586908e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -15869170.000000 Penalty: 5792.174316
	Iteration 15Q: 3 clusters Score -1.586917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -15869215.000000 Penalty: 5792.174316
	Iteration 16Q: 3 clusters Score -1.586922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117654 members 
Entering Unmasked Estep 
Score: -15869264.000000 Penalty: 5792.174316
	Iteration 17Q: 3 clusters Score -1.586926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -15869276.000000 Penalty: 5792.174316
	Iteration 18Q: 3 clusters Score -1.586928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -15869284.000000 Penalty: 5792.174316
	Iteration 19Q: 3 clusters Score -1.586928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -15869290.000000 Penalty: 5792.174316
	Iteration 20F: 3 clusters Score -1.586929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -15869292.000000 Penalty: 5792.174316
	Iteration 21Q: 3 clusters Score -1.586929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -15869294.000000 Penalty: 5792.174316
	Iteration 22Q: 3 clusters Score -1.586929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 117667 members 
Entering Unmasked Estep 
Score: -15869303.000000 Penalty: 5792.174316
	Iteration 23Q: 3 clusters Score -1.58693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 117667 members 
Entering Unmasked Estep 
Score: -15869304.000000 Penalty: 5792.174316
	Iteration 24Q: 3 clusters Score -1.58693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 117668 members 
Entering Unmasked Estep 
Score: -15869303.000000 Penalty: 5792.174316
	Iteration 25Q: 3 clusters Score -1.58693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 117668 members 
Entering Unmasked Estep 
Score: -15869303.000000 Penalty: 5792.174316
	Iteration 26F: 3 clusters Score -1.58693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -91981.726562 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -91981.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90208.226562 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -90208.23 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90651.484375 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -90651.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90841.546875 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -90841.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91023.500000 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -91023.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91269.101562 Penalty: 3327.814941
	Iteration 4F: 3 clusters Score -91269.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91540.234375 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -91540.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91662.953125 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -91662.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91771.796875 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -91771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91814.914062 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -91814.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91842.039062 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -91842.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91868.625000 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -91868.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91902.796875 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -91902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91923.226562 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -91923.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91938.109375 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -91938.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91944.617188 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -91944.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91948.359375 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -91948.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91949.023438 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -91949.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91949.984375 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -91949.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91950.320312 Penalty: 3327.814941
	Iteration 18F: 3 clusters Score -91950.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91954.703125 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -91954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91968.078125 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -91968.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91990.843750 Penalty: 3327.814941
	Iteration 21Q: 3 clusters Score -91990.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92019.468750 Penalty: 3327.814941
	Iteration 22Q: 3 clusters Score -92019.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92063.851562 Penalty: 3327.814941
	Iteration 23Q: 3 clusters Score -92063.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92088.187500 Penalty: 3327.814941
	Iteration 24Q: 3 clusters Score -92088.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92096.796875 Penalty: 3327.814941
	Iteration 25Q: 3 clusters Score -92096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92115.968750 Penalty: 3327.814941
	Iteration 26Q: 3 clusters Score -92115.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92131.945312 Penalty: 3327.814941
	Iteration 27Q: 3 clusters Score -92131.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92152.703125 Penalty: 3327.814941
	Iteration 28Q: 3 clusters Score -92152.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92182.945312 Penalty: 3327.814941
	Iteration 29Q: 3 clusters Score -92182.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92220.835938 Penalty: 3327.814941
	Iteration 30Q: 3 clusters Score -92220.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92254.187500 Penalty: 3327.814941
	Iteration 31Q: 3 clusters Score -92254.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92271.578125 Penalty: 3327.814941
	Iteration 32Q: 3 clusters Score -92271.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92282.867188 Penalty: 3327.814941
	Iteration 33Q: 3 clusters Score -92282.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92288.578125 Penalty: 3327.814941
	Iteration 34Q: 3 clusters Score -92288.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92290.742188 Penalty: 3327.814941
	Iteration 35Q: 3 clusters Score -92290.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92290.742188 Penalty: 3327.814941
	Iteration 36F: 3 clusters Score -92290.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48006 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117921 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 139734 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
Score: -62773688.000000 Penalty: 71329.296875
Splitting cluster 15 changes total score from -62774876.000000 to -62773688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (139734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Entering Unmasked Estep 
Score: -18707526.000000 Penalty: 2938.178955
	Iteration 0F: 2 clusters Score -1.870753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -18621126.000000 Penalty: 5876.357910
	Iteration 0F: 3 clusters Score -1.862113e+07 nChanged 66820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -18660510.000000 Penalty: 5876.357910
	Iteration 1F: 3 clusters Score -1.866051e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -18661774.000000 Penalty: 5876.357910
	Iteration 2Q: 3 clusters Score -1.866177e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -18663964.000000 Penalty: 5876.357910
	Iteration 3Q: 3 clusters Score -1.866396e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -18667728.000000 Penalty: 5876.357910
	Iteration 4F: 3 clusters Score -1.866773e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -18674606.000000 Penalty: 5876.357910
	Iteration 5F: 3 clusters Score -1.867461e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -18684448.000000 Penalty: 5876.357910
	Iteration 6F: 3 clusters Score -1.868445e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -18694686.000000 Penalty: 5876.357910
	Iteration 7F: 3 clusters Score -1.869469e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133187 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -18700582.000000 Penalty: 5876.357910
	Iteration 8F: 3 clusters Score -1.870058e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136889 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -18703190.000000 Penalty: 5876.357910
	Iteration 9Q: 3 clusters Score -1.870319e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18704188.000000 Penalty: 5876.357910
	Iteration 10Q: 3 clusters Score -1.870419e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138821 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -18704606.000000 Penalty: 5876.357910
	Iteration 11Q: 3 clusters Score -1.870461e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18704762.000000 Penalty: 5876.357910
	Iteration 12Q: 3 clusters Score -1.870476e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18704886.000000 Penalty: 5876.357910
	Iteration 13Q: 3 clusters Score -1.870489e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18704924.000000 Penalty: 5876.357910
	Iteration 14Q: 3 clusters Score -1.870492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -18704964.000000 Penalty: 5876.357910
	Iteration 15Q: 3 clusters Score -1.870496e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18704992.000000 Penalty: 5876.357910
	Iteration 16Q: 3 clusters Score -1.870499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18705030.000000 Penalty: 5876.357910
	Iteration 17Q: 3 clusters Score -1.870503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -18705046.000000 Penalty: 5876.357910
	Iteration 18Q: 3 clusters Score -1.870505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139192 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18705084.000000 Penalty: 5876.357910
	Iteration 19Q: 3 clusters Score -1.870508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -18705090.000000 Penalty: 5876.357910
	Iteration 20F: 3 clusters Score -1.870509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139198 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18705096.000000 Penalty: 5876.357910
	Iteration 21Q: 3 clusters Score -1.87051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139202 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -18705110.000000 Penalty: 5876.357910
	Iteration 22Q: 3 clusters Score -1.870511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18705122.000000 Penalty: 5876.357910
	Iteration 23Q: 3 clusters Score -1.870512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18705154.000000 Penalty: 5876.357910
	Iteration 24Q: 3 clusters Score -1.870515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18705148.000000 Penalty: 5876.357910
	Iteration 25Q: 3 clusters Score -1.870515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18705152.000000 Penalty: 5876.357910
	Iteration 26Q: 3 clusters Score -1.870515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18705142.000000 Penalty: 5876.357910
	Iteration 27Q: 3 clusters Score -1.870514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18705156.000000 Penalty: 5876.357910
	Iteration 28Q: 3 clusters Score -1.870516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18705160.000000 Penalty: 5876.357910
	Iteration 29Q: 3 clusters Score -1.870516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18705160.000000 Penalty: 5876.357910
	Iteration 30F: 3 clusters Score -1.870516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31283.599609 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30071.619141 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30071.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30503.960938 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30503.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30694.013672 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30694.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30787.054688 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30787.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30912.736328 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30912.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31017.400391 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -31017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31121.951172 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -31121.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31153.806641 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -31153.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31172.404297 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -31172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31175.457031 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -31175.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31175.457031 Penalty: 2912.570557
	Iteration 10F: 3 clusters Score -31175.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -401311.187500 Penalty: 1988.537476
	Iteration 0F: 2 clusters Score -401311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -398012.218750 Penalty: 3977.074951
	Iteration 0F: 3 clusters Score -398012.2 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -398660.968750 Penalty: 3977.074951
	Iteration 1F: 3 clusters Score -398661 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -398820.093750 Penalty: 3977.074951
	Iteration 2F: 3 clusters Score -398820.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -398916.187500 Penalty: 3977.074951
	Iteration 3Q: 3 clusters Score -398916.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -398998.968750 Penalty: 3977.074951
	Iteration 4Q: 3 clusters Score -398999 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -399076.875000 Penalty: 3977.074951
	Iteration 5Q: 3 clusters Score -399076.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -399147.906250 Penalty: 3977.074951
	Iteration 6Q: 3 clusters Score -399147.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -399232.187500 Penalty: 3977.074951
	Iteration 7Q: 3 clusters Score -399232.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -399346.406250 Penalty: 3977.074951
	Iteration 8Q: 3 clusters Score -399346.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -399437.593750 Penalty: 3977.074951
	Iteration 9Q: 3 clusters Score -399437.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -399547.218750 Penalty: 3977.074951
	Iteration 10Q: 3 clusters Score -399547.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -399680.406250 Penalty: 3977.074951
	Iteration 11Q: 3 clusters Score -399680.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -399843.312500 Penalty: 3977.074951
	Iteration 12Q: 3 clusters Score -399843.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -400002.843750 Penalty: 3977.074951
	Iteration 13Q: 3 clusters Score -400002.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -400192.625000 Penalty: 3977.074951
	Iteration 14Q: 3 clusters Score -400192.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -400370.250000 Penalty: 3977.074951
	Iteration 15Q: 3 clusters Score -400370.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -400538.875000 Penalty: 3977.074951
	Iteration 16Q: 3 clusters Score -400538.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -400744.875000 Penalty: 3977.074951
	Iteration 17Q: 3 clusters Score -400744.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -400998.250000 Penalty: 3977.074951
	Iteration 18Q: 3 clusters Score -400998.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -401145.687500 Penalty: 3977.074951
	Iteration 19Q: 3 clusters Score -401145.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -401183.656250 Penalty: 3977.074951
	Iteration 20F: 3 clusters Score -401183.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -401196.312500 Penalty: 3977.074951
	Iteration 21Q: 3 clusters Score -401196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -401204.093750 Penalty: 3977.074951
	Iteration 22Q: 3 clusters Score -401204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401208.531250 Penalty: 3977.074951
	Iteration 23Q: 3 clusters Score -401208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401208.531250 Penalty: 3977.074951
	Iteration 24F: 3 clusters Score -401208.5 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: -72315.007812 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -72315.01 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 310 members 
Entering Unmasked Estep 
Score: -70683.210938 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -70683.21 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70906.039062 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -70906.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71036.296875 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71036.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71120.367188 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71120.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71208.562500 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -71208.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71278.046875 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -71278.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71307.820312 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -71307.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71357.015625 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -71357.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71399.140625 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -71399.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71433.148438 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -71433.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71458.039062 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -71458.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71480.492188 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -71480.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71495.000000 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -71495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71498.078125 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -71498.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71500.742188 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -71500.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71505.343750 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -71505.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71515.093750 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -71515.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71531.234375 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -71531.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71546.984375 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -71546.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71555.226562 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -71555.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71578.632812 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -71578.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71599.937500 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -71599.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71624.117188 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -71624.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71633.742188 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -71633.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71637.796875 Penalty: 3179.446777
	Iteration 24Q: 3 clusters Score -71637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71643.679688 Penalty: 3179.446777
	Iteration 25Q: 3 clusters Score -71643.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71643.679688 Penalty: 3179.446777
	Iteration 26F: 3 clusters Score -71643.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24746.980469 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24746.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23575.845703 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23575.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23670.169922 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23670.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23712.339844 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23712.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23715.789062 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23715.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23715.789062 Penalty: 2697.287354
	Iteration 4F: 3 clusters Score -23715.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -35325.097656 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -35325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34044.707031 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -34044.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34192.367188 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -34192.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34246.820312 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -34246.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34259.632812 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -34259.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34277.316406 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -34277.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34277.316406 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -34277.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48006 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117921 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139734 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774900.000000 Penalty: 68087.054688
Iteration 159Q: 22 clusters Score -6.27749e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 48000 members 
Mstep: Class 7 contains 31613 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 20006 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117917 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139729 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774908.000000 Penalty: 68087.054688
Iteration 160F: 22 clusters Score -6.277491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47990 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 20006 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117929 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139722 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774908.000000 Penalty: 68087.054688
Iteration 161Q: 22 clusters Score -6.277491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47987 members 
Mstep: Class 7 contains 31614 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117937 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139717 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774860.000000 Penalty: 68087.054688
Iteration 162Q: 22 clusters Score -6.277486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47988 members 
Mstep: Class 7 contains 31616 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9558 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117939 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139712 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774892.000000 Penalty: 68087.054688
Iteration 163Q: 22 clusters Score -6.277489e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47986 members 
Mstep: Class 7 contains 31616 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117955 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139698 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774900.000000 Penalty: 68087.054688
Iteration 164Q: 22 clusters Score -6.27749e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47982 members 
Mstep: Class 7 contains 31617 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117964 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139691 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774884.000000 Penalty: 68087.054688
Iteration 165Q: 22 clusters Score -6.277488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 31617 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117972 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139685 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774892.000000 Penalty: 68087.054688
Iteration 166Q: 22 clusters Score -6.277489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47968 members 
Mstep: Class 7 contains 31615 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117981 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139686 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774920.000000 Penalty: 68087.054688
Iteration 167Q: 22 clusters Score -6.277492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47956 members 
Mstep: Class 7 contains 31616 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117987 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139683 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774876.000000 Penalty: 68087.054688
Iteration 168Q: 22 clusters Score -6.277488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47953 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117985 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139678 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774856.000000 Penalty: 68087.054688
Iteration 169Q: 22 clusters Score -6.277486e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47949 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117982 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139675 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774884.000000 Penalty: 68087.054688
Iteration 170Q: 22 clusters Score -6.277488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47945 members 
Mstep: Class 7 contains 31619 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117978 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139675 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774916.000000 Penalty: 68087.054688
Iteration 171Q: 22 clusters Score -6.277492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47942 members 
Mstep: Class 7 contains 31617 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117980 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139679 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774860.000000 Penalty: 68087.054688
Iteration 172Q: 22 clusters Score -6.277486e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47946 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117977 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139679 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774876.000000 Penalty: 68087.054688
Iteration 173Q: 22 clusters Score -6.277488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3953 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47947 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 20006 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117974 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139677 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774864.000000 Penalty: 68087.054688
Iteration 174Q: 22 clusters Score -6.277486e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3944 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47953 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117965 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139675 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774900.000000 Penalty: 68087.054688
Iteration 175Q: 22 clusters Score -6.27749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3935 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47957 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117957 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139677 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774872.000000 Penalty: 68087.054688
Iteration 176Q: 22 clusters Score -6.277487e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47958 members 
Mstep: Class 7 contains 31621 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117961 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139672 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774896.000000 Penalty: 68087.054688
Iteration 177Q: 22 clusters Score -6.27749e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47951 members 
Mstep: Class 7 contains 31625 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 117954 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139685 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774912.000000 Penalty: 68087.054688
Iteration 178Q: 22 clusters Score -6.277491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47948 members 
Mstep: Class 7 contains 31629 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 117951 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139693 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774924.000000 Penalty: 68087.054688
Iteration 179Q: 22 clusters Score -6.277492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47948 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 117953 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139694 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774904.000000 Penalty: 68087.054688
Iteration 180F: 22 clusters Score -6.27749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47950 members 
Mstep: Class 7 contains 31629 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 117958 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139686 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774916.000000 Penalty: 68087.054688
Iteration 181Q: 22 clusters Score -6.277492e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47950 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 117960 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139680 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774912.000000 Penalty: 68087.054688
Iteration 182Q: 22 clusters Score -6.277491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47950 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 9521 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5297 members 
Mstep: Class 14 contains 117960 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139673 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774944.000000 Penalty: 68087.054688
Iteration 183Q: 22 clusters Score -6.277494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47950 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 20010 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5296 members 
Mstep: Class 14 contains 117955 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139680 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774944.000000 Penalty: 68087.054688
Iteration 184Q: 22 clusters Score -6.277494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47943 members 
Mstep: Class 7 contains 31629 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 20013 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5294 members 
Mstep: Class 14 contains 117962 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139679 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774940.000000 Penalty: 68087.054688
Iteration 185Q: 22 clusters Score -6.277494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47936 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 20015 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 117966 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139683 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774992.000000 Penalty: 68087.054688
Iteration 186Q: 22 clusters Score -6.277499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47933 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 117962 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139688 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775004.000000 Penalty: 68087.054688
Iteration 187Q: 22 clusters Score -6.2775e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47930 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117954 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139693 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775068.000000 Penalty: 68087.054688
Iteration 188Q: 22 clusters Score -6.277507e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47930 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117943 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139697 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775040.000000 Penalty: 68087.054688
Iteration 189Q: 22 clusters Score -6.277504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47926 members 
Mstep: Class 7 contains 31626 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117938 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139695 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775060.000000 Penalty: 68087.054688
Iteration 190Q: 22 clusters Score -6.277506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47924 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117929 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139697 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774996.000000 Penalty: 68087.054688
Iteration 191Q: 22 clusters Score -6.2775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47925 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117921 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139699 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775036.000000 Penalty: 68087.054688
Iteration 192Q: 22 clusters Score -6.277504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47924 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117922 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139686 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775052.000000 Penalty: 68087.054688
Iteration 193Q: 22 clusters Score -6.277505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47924 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117923 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139676 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775024.000000 Penalty: 68087.054688
Iteration 194Q: 22 clusters Score -6.277502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47923 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10444 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117915 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139673 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775036.000000 Penalty: 68087.054688
Iteration 195Q: 22 clusters Score -6.277504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47923 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117910 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139664 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775060.000000 Penalty: 68087.054688
Iteration 196Q: 22 clusters Score -6.277506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47920 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117905 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139668 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775040.000000 Penalty: 68087.054688
Iteration 197Q: 22 clusters Score -6.277504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47917 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117904 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139669 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775020.000000 Penalty: 68087.054688
Iteration 198Q: 22 clusters Score -6.277502e+07 nChanged 25
Entering ConstructFrom: 
Score: -62775020.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (79304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Entering Unmasked Estep 
Score: -10665762.000000 Penalty: 2797.698975
	Iteration 0F: 2 clusters Score -1.066576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -10612786.000000 Penalty: 5595.397949
	Iteration 0F: 3 clusters Score -1.061279e+07 nChanged 37166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -10633736.000000 Penalty: 5595.397949
	Iteration 1F: 3 clusters Score -1.063374e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -10634769.000000 Penalty: 5595.397949
	Iteration 2Q: 3 clusters Score -1.063477e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -10635977.000000 Penalty: 5595.397949
	Iteration 3Q: 3 clusters Score -1.063598e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -10637750.000000 Penalty: 5595.397949
	Iteration 4F: 3 clusters Score -1.063775e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -10640415.000000 Penalty: 5595.397949
	Iteration 5F: 3 clusters Score -1.064042e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -10644311.000000 Penalty: 5595.397949
	Iteration 6F: 3 clusters Score -1.064431e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -10649316.000000 Penalty: 5595.397949
	Iteration 7F: 3 clusters Score -1.064932e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -10654303.000000 Penalty: 5595.397949
	Iteration 8F: 3 clusters Score -1.06543e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -10658281.000000 Penalty: 5595.397949
	Iteration 9F: 3 clusters Score -1.065828e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -10660822.000000 Penalty: 5595.397949
	Iteration 10Q: 3 clusters Score -1.066082e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -10662240.000000 Penalty: 5595.397949
	Iteration 11Q: 3 clusters Score -1.066224e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -10662994.000000 Penalty: 5595.397949
	Iteration 12Q: 3 clusters Score -1.066299e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -10663350.000000 Penalty: 5595.397949
	Iteration 13Q: 3 clusters Score -1.066335e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -10663610.000000 Penalty: 5595.397949
	Iteration 14Q: 3 clusters Score -1.066361e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -10663796.000000 Penalty: 5595.397949
	Iteration 15Q: 3 clusters Score -1.06638e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -10663922.000000 Penalty: 5595.397949
	Iteration 16Q: 3 clusters Score -1.066392e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -10664020.000000 Penalty: 5595.397949
	Iteration 17Q: 3 clusters Score -1.066402e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -10664087.000000 Penalty: 5595.397949
	Iteration 18Q: 3 clusters Score -1.066409e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -10664129.000000 Penalty: 5595.397949
	Iteration 19Q: 3 clusters Score -1.066413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -10664174.000000 Penalty: 5595.397949
	Iteration 20F: 3 clusters Score -1.066417e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -10664205.000000 Penalty: 5595.397949
	Iteration 21Q: 3 clusters Score -1.06642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -10664217.000000 Penalty: 5595.397949
	Iteration 22Q: 3 clusters Score -1.066422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -10664198.000000 Penalty: 5595.397949
	Iteration 23Q: 3 clusters Score -1.06642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -10664201.000000 Penalty: 5595.397949
	Iteration 24Q: 3 clusters Score -1.06642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -10664207.000000 Penalty: 5595.397949
	Iteration 25Q: 3 clusters Score -1.066421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -10664221.000000 Penalty: 5595.397949
	Iteration 26Q: 3 clusters Score -1.066422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -10664223.000000 Penalty: 5595.397949
	Iteration 27Q: 3 clusters Score -1.066422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -10664238.000000 Penalty: 5595.397949
	Iteration 28Q: 3 clusters Score -1.066424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -10664243.000000 Penalty: 5595.397949
	Iteration 29Q: 3 clusters Score -1.066424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -10664267.000000 Penalty: 5595.397949
	Iteration 30Q: 3 clusters Score -1.066427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -10664277.000000 Penalty: 5595.397949
	Iteration 31Q: 3 clusters Score -1.066428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -10664278.000000 Penalty: 5595.397949
	Iteration 32Q: 3 clusters Score -1.066428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -10664277.000000 Penalty: 5595.397949
	Iteration 33Q: 3 clusters Score -1.066428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -10664281.000000 Penalty: 5595.397949
	Iteration 34Q: 3 clusters Score -1.066428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -10664282.000000 Penalty: 5595.397949
	Iteration 35Q: 3 clusters Score -1.066428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -10664265.000000 Penalty: 5595.397949
	Iteration 36Q: 3 clusters Score -1.066426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -10664274.000000 Penalty: 5595.397949
	Iteration 37Q: 3 clusters Score -1.066427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -10664295.000000 Penalty: 5595.397949
	Iteration 38Q: 3 clusters Score -1.06643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -10664287.000000 Penalty: 5595.397949
	Iteration 39Q: 3 clusters Score -1.066429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -10664290.000000 Penalty: 5595.397949
	Iteration 40F: 3 clusters Score -1.066429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -10664287.000000 Penalty: 5595.397949
	Iteration 41Q: 3 clusters Score -1.066429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -10664283.000000 Penalty: 5595.397949
	Iteration 42Q: 3 clusters Score -1.066428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -10664293.000000 Penalty: 5595.397949
	Iteration 43Q: 3 clusters Score -1.066429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -10664297.000000 Penalty: 5595.397949
	Iteration 44Q: 3 clusters Score -1.06643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -10664297.000000 Penalty: 5595.397949
	Iteration 45F: 3 clusters Score -1.06643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17107.113281 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -17107.11 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 91 members 
Entering Unmasked Estep 
Score: -16211.437500 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -16211.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16385.076172 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -16385.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16417.453125 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -16417.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16426.119141 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -16426.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16427.529297 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -16427.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16427.529297 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -16427.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -229918.296875 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -229918.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -227426.640625 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -227426.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -227842.265625 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -227842.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227978.484375 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -227978.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -228083.109375 Penalty: 3717.788818
	Iteration 3F: 3 clusters Score -228083.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228165.890625 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -228165.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -228225.078125 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -228225.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -228289.671875 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -228289.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -228369.296875 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -228369.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -228446.562500 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -228446.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -228541.843750 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -228541.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -228622.406250 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -228622.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228688.000000 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -228688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -228727.812500 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -228727.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -228753.937500 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -228753.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -228769.875000 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -228769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -228782.203125 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -228782.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -228789.937500 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -228789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -228793.375000 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -228793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -228797.343750 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -228797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228801.140625 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -228801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -228804.296875 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -228804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -228807.765625 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -228807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -228809.437500 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -228809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -228811.015625 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -228811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -228811.984375 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -228812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -228812.343750 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -228812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -228812.343750 Penalty: 3717.788818
	Iteration 26F: 3 clusters Score -228812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -494996.125000 Penalty: 2048.538086
	Iteration 0F: 2 clusters Score -494996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -491221.406250 Penalty: 4097.076172
	Iteration 0F: 3 clusters Score -491221.4 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -492052.468750 Penalty: 4097.076172
	Iteration 1F: 3 clusters Score -492052.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -492321.406250 Penalty: 4097.076172
	Iteration 2F: 3 clusters Score -492321.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -492559.000000 Penalty: 4097.076172
	Iteration 3F: 3 clusters Score -492559 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -492768.656250 Penalty: 4097.076172
	Iteration 4F: 3 clusters Score -492768.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -492977.406250 Penalty: 4097.076172
	Iteration 5F: 3 clusters Score -492977.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -493147.875000 Penalty: 4097.076172
	Iteration 6Q: 3 clusters Score -493147.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -493277.156250 Penalty: 4097.076172
	Iteration 7Q: 3 clusters Score -493277.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -493370.031250 Penalty: 4097.076172
	Iteration 8Q: 3 clusters Score -493370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -493435.312500 Penalty: 4097.076172
	Iteration 9Q: 3 clusters Score -493435.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -493488.968750 Penalty: 4097.076172
	Iteration 10Q: 3 clusters Score -493489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -493532.906250 Penalty: 4097.076172
	Iteration 11Q: 3 clusters Score -493532.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -493561.625000 Penalty: 4097.076172
	Iteration 12Q: 3 clusters Score -493561.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -493585.531250 Penalty: 4097.076172
	Iteration 13Q: 3 clusters Score -493585.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -493607.093750 Penalty: 4097.076172
	Iteration 14Q: 3 clusters Score -493607.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -493626.968750 Penalty: 4097.076172
	Iteration 15Q: 3 clusters Score -493627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -493644.656250 Penalty: 4097.076172
	Iteration 16Q: 3 clusters Score -493644.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -493654.593750 Penalty: 4097.076172
	Iteration 17Q: 3 clusters Score -493654.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -493661.375000 Penalty: 4097.076172
	Iteration 18Q: 3 clusters Score -493661.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -493670.500000 Penalty: 4097.076172
	Iteration 19Q: 3 clusters Score -493670.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -493675.656250 Penalty: 4097.076172
	Iteration 20F: 3 clusters Score -493675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -493678.750000 Penalty: 4097.076172
	Iteration 21Q: 3 clusters Score -493678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -493680.218750 Penalty: 4097.076172
	Iteration 22Q: 3 clusters Score -493680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -493683.656250 Penalty: 4097.076172
	Iteration 23Q: 3 clusters Score -493683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -493686.687500 Penalty: 4097.076172
	Iteration 24Q: 3 clusters Score -493686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -493688.437500 Penalty: 4097.076172
	Iteration 25Q: 3 clusters Score -493688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -493688.625000 Penalty: 4097.076172
	Iteration 26Q: 3 clusters Score -493688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -493688.875000 Penalty: 4097.076172
	Iteration 27Q: 3 clusters Score -493688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -493688.718750 Penalty: 4097.076172
	Iteration 28Q: 3 clusters Score -493688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -493689.750000 Penalty: 4097.076172
	Iteration 29Q: 3 clusters Score -493689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -493689.750000 Penalty: 4097.076172
	Iteration 30F: 3 clusters Score -493689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -38696.964844 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -38696.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37439.269531 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -37439.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37678.257812 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -37678.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37783.378906 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -37783.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37819.746094 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -37819.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37846.800781 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -37846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37868.824219 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -37868.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37879.500000 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -37879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37879.500000 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -37879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Entering Unmasked Estep 
Score: -6286021.000000 Penalty: 2672.715820
	Iteration 0F: 2 clusters Score -6286021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6253596.500000 Penalty: 5345.431641
	Iteration 0F: 3 clusters Score -6253596 nChanged 22200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -6265730.000000 Penalty: 5345.431641
	Iteration 1F: 3 clusters Score -6265730 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6266172.000000 Penalty: 5345.431641
	Iteration 2Q: 3 clusters Score -6266172 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -6266629.000000 Penalty: 5345.431641
	Iteration 3Q: 3 clusters Score -6266629 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -6267171.500000 Penalty: 5345.431641
	Iteration 4Q: 3 clusters Score -6267172 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -6267943.500000 Penalty: 5345.431641
	Iteration 5Q: 3 clusters Score -6267944 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -6269124.500000 Penalty: 5345.431641
	Iteration 6Q: 3 clusters Score -6269124 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -6271084.500000 Penalty: 5345.431641
	Iteration 7F: 3 clusters Score -6271084 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -6274026.000000 Penalty: 5345.431641
	Iteration 8F: 3 clusters Score -6274026 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -6277551.000000 Penalty: 5345.431641
	Iteration 9F: 3 clusters Score -6277551 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -6280549.000000 Penalty: 5345.431641
	Iteration 10F: 3 clusters Score -6280549 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -6282197.000000 Penalty: 5345.431641
	Iteration 11Q: 3 clusters Score -6282197 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6283017.000000 Penalty: 5345.431641
	Iteration 12Q: 3 clusters Score -6283017 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -6283400.500000 Penalty: 5345.431641
	Iteration 13Q: 3 clusters Score -6283400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -6283549.500000 Penalty: 5345.431641
	Iteration 14Q: 3 clusters Score -6283550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6283624.000000 Penalty: 5345.431641
	Iteration 15Q: 3 clusters Score -6283624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6283668.500000 Penalty: 5345.431641
	Iteration 16Q: 3 clusters Score -6283668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6283698.500000 Penalty: 5345.431641
	Iteration 17Q: 3 clusters Score -6283698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6283717.000000 Penalty: 5345.431641
	Iteration 18Q: 3 clusters Score -6283717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6283735.500000 Penalty: 5345.431641
	Iteration 19Q: 3 clusters Score -6283736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6283756.500000 Penalty: 5345.431641
	Iteration 20F: 3 clusters Score -6283756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6283763.500000 Penalty: 5345.431641
	Iteration 21Q: 3 clusters Score -6283764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6283764.000000 Penalty: 5345.431641
	Iteration 22Q: 3 clusters Score -6283764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6283773.500000 Penalty: 5345.431641
	Iteration 23Q: 3 clusters Score -6283774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6283778.000000 Penalty: 5345.431641
	Iteration 24Q: 3 clusters Score -6283778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6283789.000000 Penalty: 5345.431641
	Iteration 25Q: 3 clusters Score -6283789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6283785.500000 Penalty: 5345.431641
	Iteration 26Q: 3 clusters Score -6283786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -6283786.000000 Penalty: 5345.431641
	Iteration 27Q: 3 clusters Score -6283786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6283793.500000 Penalty: 5345.431641
	Iteration 28Q: 3 clusters Score -6283794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6283786.000000 Penalty: 5345.431641
	Iteration 29Q: 3 clusters Score -6283786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6283786.000000 Penalty: 5345.431641
	Iteration 30F: 3 clusters Score -6283786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Entering Unmasked Estep 
Score: -4320207.000000 Penalty: 2569.757080
	Iteration 0F: 2 clusters Score -4320207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4298447.000000 Penalty: 5139.514160
	Iteration 0F: 3 clusters Score -4298447 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4306268.000000 Penalty: 5139.514160
	Iteration 1F: 3 clusters Score -4306268 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4306748.500000 Penalty: 5139.514160
	Iteration 2Q: 3 clusters Score -4306748 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4307166.000000 Penalty: 5139.514160
	Iteration 3Q: 3 clusters Score -4307166 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4307681.000000 Penalty: 5139.514160
	Iteration 4Q: 3 clusters Score -4307681 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4308333.000000 Penalty: 5139.514160
	Iteration 5Q: 3 clusters Score -4308333 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4309336.000000 Penalty: 5139.514160
	Iteration 6F: 3 clusters Score -4309336 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4310784.000000 Penalty: 5139.514160
	Iteration 7F: 3 clusters Score -4310784 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4312681.500000 Penalty: 5139.514160
	Iteration 8F: 3 clusters Score -4312682 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4314678.000000 Penalty: 5139.514160
	Iteration 9F: 3 clusters Score -4314678 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4316274.500000 Penalty: 5139.514160
	Iteration 10F: 3 clusters Score -4316274 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4317174.500000 Penalty: 5139.514160
	Iteration 11Q: 3 clusters Score -4317174 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4317554.000000 Penalty: 5139.514160
	Iteration 12Q: 3 clusters Score -4317554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -4317722.500000 Penalty: 5139.514160
	Iteration 13Q: 3 clusters Score -4317722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4317823.000000 Penalty: 5139.514160
	Iteration 14Q: 3 clusters Score -4317823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4317872.500000 Penalty: 5139.514160
	Iteration 15Q: 3 clusters Score -4317872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4317901.000000 Penalty: 5139.514160
	Iteration 16Q: 3 clusters Score -4317901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4317923.500000 Penalty: 5139.514160
	Iteration 17Q: 3 clusters Score -4317924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4317937.000000 Penalty: 5139.514160
	Iteration 18Q: 3 clusters Score -4317937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4317949.500000 Penalty: 5139.514160
	Iteration 19Q: 3 clusters Score -4317950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4317962.000000 Penalty: 5139.514160
	Iteration 20F: 3 clusters Score -4317962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4317969.500000 Penalty: 5139.514160
	Iteration 21Q: 3 clusters Score -4317970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4317968.000000 Penalty: 5139.514160
	Iteration 22Q: 3 clusters Score -4317968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4317967.000000 Penalty: 5139.514160
	Iteration 23Q: 3 clusters Score -4317967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4317967.000000 Penalty: 5139.514160
	Iteration 24F: 3 clusters Score -4317967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -346749.406250 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -346749.4 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 1361 members 
Entering Unmasked Estep 
Score: -343682.375000 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -343682.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -344294.750000 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -344294.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -344440.031250 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -344440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -344496.531250 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -344496.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -344531.031250 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -344531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -344554.812500 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -344554.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -344574.531250 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -344574.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344584.875000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -344584.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344596.406250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -344596.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -344608.562500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -344608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344616.093750 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -344616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -344624.937500 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -344624.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344630.000000 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -344630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -344633.937500 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -344633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -344636.000000 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -344636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -344637.062500 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -344637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -344638.593750 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -344638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -344640.406250 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -344640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -344642.062500 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -344642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -344645.781250 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -344645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -344652.468750 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -344652.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -344656.093750 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -344656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -344666.812500 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -344666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -344675.500000 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -344675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -344685.250000 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -344685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -344693.531250 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -344693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -344698.406250 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -344698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -344701.031250 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -344701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -344703.437500 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -344703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -344705.312500 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -344705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -344706.406250 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -344706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -344706.406250 Penalty: 3919.817139
	Iteration 31F: 3 clusters Score -344706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Entering Unmasked Estep 
Score: -1402783.375000 Penalty: 2294.890625
	Iteration 0F: 2 clusters Score -1402783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1394851.375000 Penalty: 4589.781250
	Iteration 0F: 3 clusters Score -1394851 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1397088.250000 Penalty: 4589.781250
	Iteration 1F: 3 clusters Score -1397088 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1397348.000000 Penalty: 4589.781250
	Iteration 2F: 3 clusters Score -1397348 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1397548.000000 Penalty: 4589.781250
	Iteration 3Q: 3 clusters Score -1397548 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1397725.250000 Penalty: 4589.781250
	Iteration 4Q: 3 clusters Score -1397725 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1397912.375000 Penalty: 4589.781250
	Iteration 5Q: 3 clusters Score -1397912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1398081.125000 Penalty: 4589.781250
	Iteration 6Q: 3 clusters Score -1398081 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1398280.500000 Penalty: 4589.781250
	Iteration 7Q: 3 clusters Score -1398280 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1398516.125000 Penalty: 4589.781250
	Iteration 8Q: 3 clusters Score -1398516 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1398767.000000 Penalty: 4589.781250
	Iteration 9Q: 3 clusters Score -1398767 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1399058.375000 Penalty: 4589.781250
	Iteration 10Q: 3 clusters Score -1399058 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1399390.000000 Penalty: 4589.781250
	Iteration 11Q: 3 clusters Score -1399390 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1399763.750000 Penalty: 4589.781250
	Iteration 12Q: 3 clusters Score -1399764 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1400086.750000 Penalty: 4589.781250
	Iteration 13Q: 3 clusters Score -1400087 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1400361.125000 Penalty: 4589.781250
	Iteration 14Q: 3 clusters Score -1400361 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1400579.875000 Penalty: 4589.781250
	Iteration 15Q: 3 clusters Score -1400580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1400719.000000 Penalty: 4589.781250
	Iteration 16Q: 3 clusters Score -1400719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1400819.250000 Penalty: 4589.781250
	Iteration 17Q: 3 clusters Score -1400819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1400879.625000 Penalty: 4589.781250
	Iteration 18Q: 3 clusters Score -1400880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1400921.750000 Penalty: 4589.781250
	Iteration 19Q: 3 clusters Score -1400922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1400950.250000 Penalty: 4589.781250
	Iteration 20F: 3 clusters Score -1400950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1400969.500000 Penalty: 4589.781250
	Iteration 21Q: 3 clusters Score -1400970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1400983.625000 Penalty: 4589.781250
	Iteration 22Q: 3 clusters Score -1400984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1400994.125000 Penalty: 4589.781250
	Iteration 23Q: 3 clusters Score -1400994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1401005.375000 Penalty: 4589.781250
	Iteration 24Q: 3 clusters Score -1401005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1401012.250000 Penalty: 4589.781250
	Iteration 25Q: 3 clusters Score -1401012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1401017.375000 Penalty: 4589.781250
	Iteration 26Q: 3 clusters Score -1401017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1401016.875000 Penalty: 4589.781250
	Iteration 27Q: 3 clusters Score -1401017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1401016.875000 Penalty: 4589.781250
	Iteration 28Q: 3 clusters Score -1401017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1401020.000000 Penalty: 4589.781250
	Iteration 29Q: 3 clusters Score -1401020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1401021.375000 Penalty: 4589.781250
	Iteration 30Q: 3 clusters Score -1401021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1401022.000000 Penalty: 4589.781250
	Iteration 31Q: 3 clusters Score -1401022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1401022.000000 Penalty: 4589.781250
	Iteration 32F: 3 clusters Score -1401022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Entering Unmasked Estep 
Score: -1273334.500000 Penalty: 2271.313232
	Iteration 0F: 2 clusters Score -1273334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1266035.750000 Penalty: 4542.626465
	Iteration 0F: 3 clusters Score -1266036 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1268210.250000 Penalty: 4542.626465
	Iteration 1F: 3 clusters Score -1268210 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1268664.875000 Penalty: 4542.626465
	Iteration 2F: 3 clusters Score -1268665 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1269081.625000 Penalty: 4542.626465
	Iteration 3F: 3 clusters Score -1269082 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1269481.000000 Penalty: 4542.626465
	Iteration 4F: 3 clusters Score -1269481 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1269886.000000 Penalty: 4542.626465
	Iteration 5F: 3 clusters Score -1269886 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1270275.125000 Penalty: 4542.626465
	Iteration 6F: 3 clusters Score -1270275 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1270697.125000 Penalty: 4542.626465
	Iteration 7F: 3 clusters Score -1270697 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1271144.500000 Penalty: 4542.626465
	Iteration 8F: 3 clusters Score -1271144 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1271496.375000 Penalty: 4542.626465
	Iteration 9Q: 3 clusters Score -1271496 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1271840.500000 Penalty: 4542.626465
	Iteration 10Q: 3 clusters Score -1271840 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1272106.125000 Penalty: 4542.626465
	Iteration 11Q: 3 clusters Score -1272106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1272277.125000 Penalty: 4542.626465
	Iteration 12Q: 3 clusters Score -1272277 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1272361.875000 Penalty: 4542.626465
	Iteration 13Q: 3 clusters Score -1272362 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1272422.000000 Penalty: 4542.626465
	Iteration 14Q: 3 clusters Score -1272422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1272455.125000 Penalty: 4542.626465
	Iteration 15Q: 3 clusters Score -1272455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1272471.875000 Penalty: 4542.626465
	Iteration 16Q: 3 clusters Score -1272472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1272492.000000 Penalty: 4542.626465
	Iteration 17Q: 3 clusters Score -1272492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1272507.250000 Penalty: 4542.626465
	Iteration 18Q: 3 clusters Score -1272507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1272521.125000 Penalty: 4542.626465
	Iteration 19Q: 3 clusters Score -1272521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1272528.500000 Penalty: 4542.626465
	Iteration 20F: 3 clusters Score -1272528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1272545.375000 Penalty: 4542.626465
	Iteration 21Q: 3 clusters Score -1272545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1272561.125000 Penalty: 4542.626465
	Iteration 22Q: 3 clusters Score -1272561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1272577.000000 Penalty: 4542.626465
	Iteration 23Q: 3 clusters Score -1272577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1272602.250000 Penalty: 4542.626465
	Iteration 24Q: 3 clusters Score -1272602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1272631.250000 Penalty: 4542.626465
	Iteration 25Q: 3 clusters Score -1272631 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1272672.750000 Penalty: 4542.626465
	Iteration 26Q: 3 clusters Score -1272673 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1272725.625000 Penalty: 4542.626465
	Iteration 27Q: 3 clusters Score -1272726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1272797.250000 Penalty: 4542.626465
	Iteration 28Q: 3 clusters Score -1272797 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1272911.625000 Penalty: 4542.626465
	Iteration 29Q: 3 clusters Score -1272912 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1273055.875000 Penalty: 4542.626465
	Iteration 30Q: 3 clusters Score -1273056 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1273240.750000 Penalty: 4542.626465
	Iteration 31Q: 3 clusters Score -1273241 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1273439.750000 Penalty: 4542.626465
	Iteration 32Q: 3 clusters Score -1273440 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1273638.750000 Penalty: 4542.626465
	Iteration 33Q: 3 clusters Score -1273639 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1273816.750000 Penalty: 4542.626465
	Iteration 34Q: 3 clusters Score -1273817 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1273926.500000 Penalty: 4542.626465
	Iteration 35Q: 3 clusters Score -1273926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1274001.875000 Penalty: 4542.626465
	Iteration 36Q: 3 clusters Score -1274002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1274044.000000 Penalty: 4542.626465
	Iteration 37Q: 3 clusters Score -1274044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1274069.750000 Penalty: 4542.626465
	Iteration 38Q: 3 clusters Score -1274070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1274083.500000 Penalty: 4542.626465
	Iteration 39Q: 3 clusters Score -1274084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1274088.125000 Penalty: 4542.626465
	Iteration 40F: 3 clusters Score -1274088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1274088.750000 Penalty: 4542.626465
	Iteration 41Q: 3 clusters Score -1274089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1274094.500000 Penalty: 4542.626465
	Iteration 42Q: 3 clusters Score -1274094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1274094.625000 Penalty: 4542.626465
	Iteration 43Q: 3 clusters Score -1274095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1274100.875000 Penalty: 4542.626465
	Iteration 44Q: 3 clusters Score -1274101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1274100.250000 Penalty: 4542.626465
	Iteration 45Q: 3 clusters Score -1274100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1274099.875000 Penalty: 4542.626465
	Iteration 46Q: 3 clusters Score -1274100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1274100.625000 Penalty: 4542.626465
	Iteration 47Q: 3 clusters Score -1274101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1274101.375000 Penalty: 4542.626465
	Iteration 48Q: 3 clusters Score -1274101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1274103.625000 Penalty: 4542.626465
	Iteration 49Q: 3 clusters Score -1274104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1274101.000000 Penalty: 4542.626465
	Iteration 50Q: 3 clusters Score -1274101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1274101.875000 Penalty: 4542.626465
	Iteration 51Q: 3 clusters Score -1274102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1274103.500000 Penalty: 4542.626465
	Iteration 52Q: 3 clusters Score -1274104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1274106.500000 Penalty: 4542.626465
	Iteration 53Q: 3 clusters Score -1274106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1274108.500000 Penalty: 4542.626465
	Iteration 54Q: 3 clusters Score -1274108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1274109.750000 Penalty: 4542.626465
	Iteration 55Q: 3 clusters Score -1274110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1274110.125000 Penalty: 4542.626465
	Iteration 56Q: 3 clusters Score -1274110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1274109.000000 Penalty: 4542.626465
	Iteration 57Q: 3 clusters Score -1274109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1274109.000000 Penalty: 4542.626465
	Iteration 58F: 3 clusters Score -1274109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47910 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117915 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139658 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
Score: -62774848.000000 Penalty: 71329.296875
Splitting cluster 10 changes total score from -62775020.000000 to -62774848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (20019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Entering Unmasked Estep 
Score: -2717641.250000 Penalty: 2456.300293
	Iteration 0F: 2 clusters Score -2717641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2703558.250000 Penalty: 4912.600586
	Iteration 0F: 3 clusters Score -2703558 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2708377.000000 Penalty: 4912.600586
	Iteration 1F: 3 clusters Score -2708377 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2708843.000000 Penalty: 4912.600586
	Iteration 2F: 3 clusters Score -2708843 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2709300.000000 Penalty: 4912.600586
	Iteration 3F: 3 clusters Score -2709300 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2709703.500000 Penalty: 4912.600586
	Iteration 4Q: 3 clusters Score -2709704 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2710142.250000 Penalty: 4912.600586
	Iteration 5Q: 3 clusters Score -2710142 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2710655.750000 Penalty: 4912.600586
	Iteration 6Q: 3 clusters Score -2710656 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2711296.000000 Penalty: 4912.600586
	Iteration 7F: 3 clusters Score -2711296 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2712037.250000 Penalty: 4912.600586
	Iteration 8F: 3 clusters Score -2712037 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2712830.250000 Penalty: 4912.600586
	Iteration 9F: 3 clusters Score -2712830 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2713584.000000 Penalty: 4912.600586
	Iteration 10Q: 3 clusters Score -2713584 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2714226.000000 Penalty: 4912.600586
	Iteration 11Q: 3 clusters Score -2714226 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2714710.250000 Penalty: 4912.600586
	Iteration 12Q: 3 clusters Score -2714710 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2714995.500000 Penalty: 4912.600586
	Iteration 13Q: 3 clusters Score -2714996 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2715186.250000 Penalty: 4912.600586
	Iteration 14Q: 3 clusters Score -2715186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2715297.750000 Penalty: 4912.600586
	Iteration 15Q: 3 clusters Score -2715298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2715360.250000 Penalty: 4912.600586
	Iteration 16Q: 3 clusters Score -2715360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2715403.500000 Penalty: 4912.600586
	Iteration 17Q: 3 clusters Score -2715404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2715433.500000 Penalty: 4912.600586
	Iteration 18Q: 3 clusters Score -2715434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2715453.250000 Penalty: 4912.600586
	Iteration 19Q: 3 clusters Score -2715453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2715474.500000 Penalty: 4912.600586
	Iteration 20F: 3 clusters Score -2715474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2715502.250000 Penalty: 4912.600586
	Iteration 21Q: 3 clusters Score -2715502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2715517.000000 Penalty: 4912.600586
	Iteration 22Q: 3 clusters Score -2715517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2715526.750000 Penalty: 4912.600586
	Iteration 23Q: 3 clusters Score -2715527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2715536.000000 Penalty: 4912.600586
	Iteration 24Q: 3 clusters Score -2715536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2715537.250000 Penalty: 4912.600586
	Iteration 25Q: 3 clusters Score -2715537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2715540.000000 Penalty: 4912.600586
	Iteration 26Q: 3 clusters Score -2715540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2715540.000000 Penalty: 4912.600586
	Iteration 27F: 3 clusters Score -2715540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -22916.292969 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -22916.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22000.839844 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -22000.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22233.609375 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22233.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22386.861328 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -22386.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -22428.681641 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22428.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22432.328125 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -22432.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22432.328125 Penalty: 2697.287354
	Iteration 5F: 3 clusters Score -22432.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Entering Unmasked Estep 
Score: -677503.312500 Penalty: 2126.293213
	Iteration 0F: 2 clusters Score -677503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -672872.312500 Penalty: 4252.586426
	Iteration 0F: 3 clusters Score -672872.3 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -674340.812500 Penalty: 4252.586426
	Iteration 1F: 3 clusters Score -674340.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -674979.562500 Penalty: 4252.586426
	Iteration 2F: 3 clusters Score -674979.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -675497.312500 Penalty: 4252.586426
	Iteration 3F: 3 clusters Score -675497.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -675933.625000 Penalty: 4252.586426
	Iteration 4F: 3 clusters Score -675933.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -676333.562500 Penalty: 4252.586426
	Iteration 5F: 3 clusters Score -676333.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -676582.625000 Penalty: 4252.586426
	Iteration 6F: 3 clusters Score -676582.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -676742.437500 Penalty: 4252.586426
	Iteration 7Q: 3 clusters Score -676742.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -676910.875000 Penalty: 4252.586426
	Iteration 8Q: 3 clusters Score -676910.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -677034.000000 Penalty: 4252.586426
	Iteration 9Q: 3 clusters Score -677034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -677097.562500 Penalty: 4252.586426
	Iteration 10Q: 3 clusters Score -677097.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -677139.875000 Penalty: 4252.586426
	Iteration 11Q: 3 clusters Score -677139.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -677161.937500 Penalty: 4252.586426
	Iteration 12Q: 3 clusters Score -677161.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -677178.250000 Penalty: 4252.586426
	Iteration 13Q: 3 clusters Score -677178.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -677189.500000 Penalty: 4252.586426
	Iteration 14Q: 3 clusters Score -677189.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -677198.500000 Penalty: 4252.586426
	Iteration 15Q: 3 clusters Score -677198.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -677206.000000 Penalty: 4252.586426
	Iteration 16Q: 3 clusters Score -677206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -677212.625000 Penalty: 4252.586426
	Iteration 17Q: 3 clusters Score -677212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -677214.312500 Penalty: 4252.586426
	Iteration 18Q: 3 clusters Score -677214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -677219.750000 Penalty: 4252.586426
	Iteration 19Q: 3 clusters Score -677219.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -677234.625000 Penalty: 4252.586426
	Iteration 20F: 3 clusters Score -677234.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -677267.687500 Penalty: 4252.586426
	Iteration 21Q: 3 clusters Score -677267.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -677344.000000 Penalty: 4252.586426
	Iteration 22Q: 3 clusters Score -677344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -677428.937500 Penalty: 4252.586426
	Iteration 23Q: 3 clusters Score -677428.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -677457.375000 Penalty: 4252.586426
	Iteration 24Q: 3 clusters Score -677457.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -677470.312500 Penalty: 4252.586426
	Iteration 25Q: 3 clusters Score -677470.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -677478.187500 Penalty: 4252.586426
	Iteration 26Q: 3 clusters Score -677478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -677480.750000 Penalty: 4252.586426
	Iteration 27Q: 3 clusters Score -677480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -677485.062500 Penalty: 4252.586426
	Iteration 28Q: 3 clusters Score -677485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -677484.250000 Penalty: 4252.586426
	Iteration 29Q: 3 clusters Score -677484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -677483.625000 Penalty: 4252.586426
	Iteration 30Q: 3 clusters Score -677483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -677483.625000 Penalty: 4252.586426
	Iteration 31F: 3 clusters Score -677483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117915 members 
Entering Unmasked Estep 
Score: -15870955.000000 Penalty: 2896.074219
	Iteration 0F: 2 clusters Score -1.587096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -15794185.000000 Penalty: 5792.148438
	Iteration 0F: 3 clusters Score -1.579418e+07 nChanged 56131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -15826298.000000 Penalty: 5792.148438
	Iteration 1F: 3 clusters Score -1.58263e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -15827070.000000 Penalty: 5792.148438
	Iteration 2Q: 3 clusters Score -1.582707e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -15827942.000000 Penalty: 5792.148438
	Iteration 3Q: 3 clusters Score -1.582794e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -15829018.000000 Penalty: 5792.148438
	Iteration 4Q: 3 clusters Score -1.582902e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -15830350.000000 Penalty: 5792.148438
	Iteration 5Q: 3 clusters Score -1.583035e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -15832397.000000 Penalty: 5792.148438
	Iteration 6Q: 3 clusters Score -1.58324e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -15835385.000000 Penalty: 5792.148438
	Iteration 7Q: 3 clusters Score -1.583538e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -15839221.000000 Penalty: 5792.148438
	Iteration 8Q: 3 clusters Score -1.583922e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -15844139.000000 Penalty: 5792.148438
	Iteration 9F: 3 clusters Score -1.584414e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -15849544.000000 Penalty: 5792.148438
	Iteration 10F: 3 clusters Score -1.584954e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -15854751.000000 Penalty: 5792.148438
	Iteration 11F: 3 clusters Score -1.585475e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -15858246.000000 Penalty: 5792.148438
	Iteration 12F: 3 clusters Score -1.585825e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -15859836.000000 Penalty: 5792.148438
	Iteration 13Q: 3 clusters Score -1.585984e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -15860768.000000 Penalty: 5792.148438
	Iteration 14Q: 3 clusters Score -1.586077e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -15861298.000000 Penalty: 5792.148438
	Iteration 15Q: 3 clusters Score -1.58613e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -15861745.000000 Penalty: 5792.148438
	Iteration 16Q: 3 clusters Score -1.586174e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -15862129.000000 Penalty: 5792.148438
	Iteration 17Q: 3 clusters Score -1.586213e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -15862491.000000 Penalty: 5792.148438
	Iteration 18Q: 3 clusters Score -1.586249e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -15862855.000000 Penalty: 5792.148438
	Iteration 19Q: 3 clusters Score -1.586286e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -15863115.000000 Penalty: 5792.148438
	Iteration 20F: 3 clusters Score -1.586312e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -15863248.000000 Penalty: 5792.148438
	Iteration 21Q: 3 clusters Score -1.586325e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -15863347.000000 Penalty: 5792.148438
	Iteration 22Q: 3 clusters Score -1.586335e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -15863391.000000 Penalty: 5792.148438
	Iteration 23Q: 3 clusters Score -1.586339e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -15863434.000000 Penalty: 5792.148438
	Iteration 24Q: 3 clusters Score -1.586343e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -15863435.000000 Penalty: 5792.148438
	Iteration 25Q: 3 clusters Score -1.586344e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -15863467.000000 Penalty: 5792.148438
	Iteration 26Q: 3 clusters Score -1.586347e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -15863470.000000 Penalty: 5792.148438
	Iteration 27Q: 3 clusters Score -1.586347e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -15863471.000000 Penalty: 5792.148438
	Iteration 28Q: 3 clusters Score -1.586347e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -15863468.000000 Penalty: 5792.148438
	Iteration 29Q: 3 clusters Score -1.586347e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -15863478.000000 Penalty: 5792.148438
	Iteration 30Q: 3 clusters Score -1.586348e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -15863478.000000 Penalty: 5792.148438
	Iteration 31Q: 3 clusters Score -1.586348e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -15863493.000000 Penalty: 5792.148438
	Iteration 32Q: 3 clusters Score -1.586349e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -15863474.000000 Penalty: 5792.148438
	Iteration 33Q: 3 clusters Score -1.586347e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -15863444.000000 Penalty: 5792.148438
	Iteration 34Q: 3 clusters Score -1.586344e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -15863413.000000 Penalty: 5792.148438
	Iteration 35Q: 3 clusters Score -1.586341e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -15863428.000000 Penalty: 5792.148438
	Iteration 36Q: 3 clusters Score -1.586343e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -15863429.000000 Penalty: 5792.148438
	Iteration 37Q: 3 clusters Score -1.586343e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -15863429.000000 Penalty: 5792.148438
	Iteration 38Q: 3 clusters Score -1.586343e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -15863376.000000 Penalty: 5792.148438
	Iteration 39Q: 3 clusters Score -1.586338e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -15863409.000000 Penalty: 5792.148438
	Iteration 40F: 3 clusters Score -1.586341e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -15863414.000000 Penalty: 5792.148438
	Iteration 41Q: 3 clusters Score -1.586341e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -15863413.000000 Penalty: 5792.148438
	Iteration 42Q: 3 clusters Score -1.586341e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -15863378.000000 Penalty: 5792.148438
	Iteration 43Q: 3 clusters Score -1.586338e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -15863404.000000 Penalty: 5792.148438
	Iteration 44Q: 3 clusters Score -1.58634e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -15863421.000000 Penalty: 5792.148438
	Iteration 45Q: 3 clusters Score -1.586342e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -15863393.000000 Penalty: 5792.148438
	Iteration 46Q: 3 clusters Score -1.586339e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -15863379.000000 Penalty: 5792.148438
	Iteration 47Q: 3 clusters Score -1.586338e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -15863414.000000 Penalty: 5792.148438
	Iteration 48Q: 3 clusters Score -1.586341e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -15863352.000000 Penalty: 5792.148438
	Iteration 49Q: 3 clusters Score -1.586335e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -15863395.000000 Penalty: 5792.148438
	Iteration 50Q: 3 clusters Score -1.58634e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -15863414.000000 Penalty: 5792.148438
	Iteration 51Q: 3 clusters Score -1.586341e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -15863417.000000 Penalty: 5792.148438
	Iteration 52Q: 3 clusters Score -1.586342e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -15863511.000000 Penalty: 5792.148438
	Iteration 53Q: 3 clusters Score -1.586351e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -15863469.000000 Penalty: 5792.148438
	Iteration 54Q: 3 clusters Score -1.586347e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -15863578.000000 Penalty: 5792.148438
	Iteration 55Q: 3 clusters Score -1.586358e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -15863586.000000 Penalty: 5792.148438
	Iteration 56Q: 3 clusters Score -1.586359e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -15863655.000000 Penalty: 5792.148438
	Iteration 57Q: 3 clusters Score -1.586366e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -15863694.000000 Penalty: 5792.148438
	Iteration 58Q: 3 clusters Score -1.586369e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -15863751.000000 Penalty: 5792.148438
	Iteration 59Q: 3 clusters Score -1.586375e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -15863804.000000 Penalty: 5792.148438
	Iteration 60F: 3 clusters Score -1.58638e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -15863925.000000 Penalty: 5792.148438
	Iteration 61Q: 3 clusters Score -1.586392e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -15864001.000000 Penalty: 5792.148438
	Iteration 62Q: 3 clusters Score -1.5864e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -15864060.000000 Penalty: 5792.148438
	Iteration 63Q: 3 clusters Score -1.586406e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -15864192.000000 Penalty: 5792.148438
	Iteration 64Q: 3 clusters Score -1.586419e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -15864379.000000 Penalty: 5792.148438
	Iteration 65Q: 3 clusters Score -1.586438e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -15864623.000000 Penalty: 5792.148438
	Iteration 66Q: 3 clusters Score -1.586462e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -15864936.000000 Penalty: 5792.148438
	Iteration 67Q: 3 clusters Score -1.586494e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -15865280.000000 Penalty: 5792.148438
	Iteration 68Q: 3 clusters Score -1.586528e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -15865747.000000 Penalty: 5792.148438
	Iteration 69Q: 3 clusters Score -1.586575e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -15866004.000000 Penalty: 5792.148438
	Iteration 70Q: 3 clusters Score -1.5866e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -15866214.000000 Penalty: 5792.148438
	Iteration 71Q: 3 clusters Score -1.586621e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102368 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -15866482.000000 Penalty: 5792.148438
	Iteration 72Q: 3 clusters Score -1.586648e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -15866637.000000 Penalty: 5792.148438
	Iteration 73Q: 3 clusters Score -1.586664e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -15866871.000000 Penalty: 5792.148438
	Iteration 74Q: 3 clusters Score -1.586687e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -15867061.000000 Penalty: 5792.148438
	Iteration 75Q: 3 clusters Score -1.586706e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -15867127.000000 Penalty: 5792.148438
	Iteration 76Q: 3 clusters Score -1.586713e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -15867277.000000 Penalty: 5792.148438
	Iteration 77Q: 3 clusters Score -1.586728e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -15867373.000000 Penalty: 5792.148438
	Iteration 78Q: 3 clusters Score -1.586737e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -15867434.000000 Penalty: 5792.148438
	Iteration 79Q: 3 clusters Score -1.586743e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -15867535.000000 Penalty: 5792.148438
	Iteration 80F: 3 clusters Score -1.586754e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108274 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -15867575.000000 Penalty: 5792.148438
	Iteration 81Q: 3 clusters Score -1.586758e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -15867641.000000 Penalty: 5792.148438
	Iteration 82Q: 3 clusters Score -1.586764e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -15867710.000000 Penalty: 5792.148438
	Iteration 83Q: 3 clusters Score -1.586771e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -15867788.000000 Penalty: 5792.148438
	Iteration 84Q: 3 clusters Score -1.586779e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -15867846.000000 Penalty: 5792.148438
	Iteration 85Q: 3 clusters Score -1.586785e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -15867884.000000 Penalty: 5792.148438
	Iteration 86Q: 3 clusters Score -1.586788e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -15867958.000000 Penalty: 5792.148438
	Iteration 87Q: 3 clusters Score -1.586796e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -15867957.000000 Penalty: 5792.148438
	Iteration 88Q: 3 clusters Score -1.586796e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -15867982.000000 Penalty: 5792.148438
	Iteration 89Q: 3 clusters Score -1.586798e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -15868022.000000 Penalty: 5792.148438
	Iteration 90Q: 3 clusters Score -1.586802e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -15868047.000000 Penalty: 5792.148438
	Iteration 91Q: 3 clusters Score -1.586805e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -15868060.000000 Penalty: 5792.148438
	Iteration 92Q: 3 clusters Score -1.586806e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -15868102.000000 Penalty: 5792.148438
	Iteration 93Q: 3 clusters Score -1.58681e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -15868124.000000 Penalty: 5792.148438
	Iteration 94Q: 3 clusters Score -1.586812e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -15868164.000000 Penalty: 5792.148438
	Iteration 95Q: 3 clusters Score -1.586816e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -15868157.000000 Penalty: 5792.148438
	Iteration 96Q: 3 clusters Score -1.586816e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -15868191.000000 Penalty: 5792.148438
	Iteration 97Q: 3 clusters Score -1.586819e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -15868225.000000 Penalty: 5792.148438
	Iteration 98Q: 3 clusters Score -1.586822e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -15868260.000000 Penalty: 5792.148438
	Iteration 99Q: 3 clusters Score -1.586826e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112345 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -15868265.000000 Penalty: 5792.148438
	Iteration 100F: 3 clusters Score -1.586826e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112446 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -15868272.000000 Penalty: 5792.148438
	Iteration 101Q: 3 clusters Score -1.586827e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -15868308.000000 Penalty: 5792.148438
	Iteration 102Q: 3 clusters Score -1.586831e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -15868310.000000 Penalty: 5792.148438
	Iteration 103Q: 3 clusters Score -1.586831e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -15868293.000000 Penalty: 5792.148438
	Iteration 104Q: 3 clusters Score -1.586829e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112772 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -15868305.000000 Penalty: 5792.148438
	Iteration 105Q: 3 clusters Score -1.58683e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -15868357.000000 Penalty: 5792.148438
	Iteration 106Q: 3 clusters Score -1.586836e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112903 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -15868350.000000 Penalty: 5792.148438
	Iteration 107Q: 3 clusters Score -1.586835e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -15868354.000000 Penalty: 5792.148438
	Iteration 108Q: 3 clusters Score -1.586835e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -15868341.000000 Penalty: 5792.148438
	Iteration 109Q: 3 clusters Score -1.586834e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -15868351.000000 Penalty: 5792.148438
	Iteration 110Q: 3 clusters Score -1.586835e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -15868315.000000 Penalty: 5792.148438
	Iteration 111Q: 3 clusters Score -1.586832e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -15868312.000000 Penalty: 5792.148438
	Iteration 112Q: 3 clusters Score -1.586831e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -15868349.000000 Penalty: 5792.148438
	Iteration 113Q: 3 clusters Score -1.586835e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -15868358.000000 Penalty: 5792.148438
	Iteration 114Q: 3 clusters Score -1.586836e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -15868365.000000 Penalty: 5792.148438
	Iteration 115Q: 3 clusters Score -1.586836e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -15868414.000000 Penalty: 5792.148438
	Iteration 116Q: 3 clusters Score -1.586841e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113499 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -15868422.000000 Penalty: 5792.148438
	Iteration 117Q: 3 clusters Score -1.586842e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -15868469.000000 Penalty: 5792.148438
	Iteration 118Q: 3 clusters Score -1.586847e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -15868490.000000 Penalty: 5792.148438
	Iteration 119Q: 3 clusters Score -1.586849e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -15868495.000000 Penalty: 5792.148438
	Iteration 120F: 3 clusters Score -1.58685e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -15868493.000000 Penalty: 5792.148438
	Iteration 121Q: 3 clusters Score -1.586849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113785 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -15868495.000000 Penalty: 5792.148438
	Iteration 122Q: 3 clusters Score -1.58685e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113842 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -15868505.000000 Penalty: 5792.148438
	Iteration 123Q: 3 clusters Score -1.58685e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -15868522.000000 Penalty: 5792.148438
	Iteration 124Q: 3 clusters Score -1.586852e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -15868534.000000 Penalty: 5792.148438
	Iteration 125Q: 3 clusters Score -1.586853e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -15868547.000000 Penalty: 5792.148438
	Iteration 126Q: 3 clusters Score -1.586855e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -15868567.000000 Penalty: 5792.148438
	Iteration 127Q: 3 clusters Score -1.586857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114066 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -15868566.000000 Penalty: 5792.148438
	Iteration 128Q: 3 clusters Score -1.586857e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -15868599.000000 Penalty: 5792.148438
	Iteration 129Q: 3 clusters Score -1.58686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -15868631.000000 Penalty: 5792.148438
	Iteration 130Q: 3 clusters Score -1.586863e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -15868632.000000 Penalty: 5792.148438
	Iteration 131Q: 3 clusters Score -1.586863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114250 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -15868644.000000 Penalty: 5792.148438
	Iteration 132Q: 3 clusters Score -1.586864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -15868650.000000 Penalty: 5792.148438
	Iteration 133Q: 3 clusters Score -1.586865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -15868649.000000 Penalty: 5792.148438
	Iteration 134Q: 3 clusters Score -1.586865e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -15868659.000000 Penalty: 5792.148438
	Iteration 135Q: 3 clusters Score -1.586866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -15868665.000000 Penalty: 5792.148438
	Iteration 136Q: 3 clusters Score -1.586866e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -15868655.000000 Penalty: 5792.148438
	Iteration 137Q: 3 clusters Score -1.586866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -15868670.000000 Penalty: 5792.148438
	Iteration 138Q: 3 clusters Score -1.586867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -15868678.000000 Penalty: 5792.148438
	Iteration 139Q: 3 clusters Score -1.586868e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114606 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -15868679.000000 Penalty: 5792.148438
	Iteration 140F: 3 clusters Score -1.586868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -15868695.000000 Penalty: 5792.148438
	Iteration 141Q: 3 clusters Score -1.58687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -15868682.000000 Penalty: 5792.148438
	Iteration 142Q: 3 clusters Score -1.586868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -15868680.000000 Penalty: 5792.148438
	Iteration 143Q: 3 clusters Score -1.586868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -15868683.000000 Penalty: 5792.148438
	Iteration 144Q: 3 clusters Score -1.586868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15868675.000000 Penalty: 5792.148438
	Iteration 145Q: 3 clusters Score -1.586868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114770 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -15868690.000000 Penalty: 5792.148438
	Iteration 146Q: 3 clusters Score -1.586869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -15868695.000000 Penalty: 5792.148438
	Iteration 147Q: 3 clusters Score -1.58687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114825 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -15868700.000000 Penalty: 5792.148438
	Iteration 148Q: 3 clusters Score -1.58687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -15868677.000000 Penalty: 5792.148438
	Iteration 149Q: 3 clusters Score -1.586868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -15868686.000000 Penalty: 5792.148438
	Iteration 150Q: 3 clusters Score -1.586869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -15868689.000000 Penalty: 5792.148438
	Iteration 151Q: 3 clusters Score -1.586869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -15868705.000000 Penalty: 5792.148438
	Iteration 152Q: 3 clusters Score -1.58687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -15868691.000000 Penalty: 5792.148438
	Iteration 153Q: 3 clusters Score -1.586869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -15868698.000000 Penalty: 5792.148438
	Iteration 154Q: 3 clusters Score -1.58687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -15868708.000000 Penalty: 5792.148438
	Iteration 155Q: 3 clusters Score -1.586871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114912 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -15868705.000000 Penalty: 5792.148438
	Iteration 156Q: 3 clusters Score -1.58687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -15868694.000000 Penalty: 5792.148438
	Iteration 157Q: 3 clusters Score -1.586869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -15868681.000000 Penalty: 5792.148438
	Iteration 158Q: 3 clusters Score -1.586868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -15868701.000000 Penalty: 5792.148438
	Iteration 159Q: 3 clusters Score -1.58687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15868707.000000 Penalty: 5792.148438
	Iteration 160F: 3 clusters Score -1.586871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -15868713.000000 Penalty: 5792.148438
	Iteration 161Q: 3 clusters Score -1.586871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -15868704.000000 Penalty: 5792.148438
	Iteration 162Q: 3 clusters Score -1.58687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114978 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -15868699.000000 Penalty: 5792.148438
	Iteration 163Q: 3 clusters Score -1.58687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -15868709.000000 Penalty: 5792.148438
	Iteration 164Q: 3 clusters Score -1.586871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -15868714.000000 Penalty: 5792.148438
	Iteration 165Q: 3 clusters Score -1.586871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -15868724.000000 Penalty: 5792.148438
	Iteration 166Q: 3 clusters Score -1.586872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115010 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15868719.000000 Penalty: 5792.148438
	Iteration 167Q: 3 clusters Score -1.586872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -15868714.000000 Penalty: 5792.148438
	Iteration 168Q: 3 clusters Score -1.586871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -15868730.000000 Penalty: 5792.148438
	Iteration 169Q: 3 clusters Score -1.586873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -15868719.000000 Penalty: 5792.148438
	Iteration 170Q: 3 clusters Score -1.586872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -15868738.000000 Penalty: 5792.148438
	Iteration 171Q: 3 clusters Score -1.586874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -15868728.000000 Penalty: 5792.148438
	Iteration 172Q: 3 clusters Score -1.586873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -15868739.000000 Penalty: 5792.148438
	Iteration 173Q: 3 clusters Score -1.586874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -15868726.000000 Penalty: 5792.148438
	Iteration 174Q: 3 clusters Score -1.586873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15868734.000000 Penalty: 5792.148438
	Iteration 175Q: 3 clusters Score -1.586873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -15868734.000000 Penalty: 5792.148438
	Iteration 176Q: 3 clusters Score -1.586873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -15868728.000000 Penalty: 5792.148438
	Iteration 177Q: 3 clusters Score -1.586873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -15868742.000000 Penalty: 5792.148438
	Iteration 178Q: 3 clusters Score -1.586874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -15868741.000000 Penalty: 5792.148438
	Iteration 179Q: 3 clusters Score -1.586874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15868735.000000 Penalty: 5792.148438
	Iteration 180F: 3 clusters Score -1.586874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -15868756.000000 Penalty: 5792.148438
	Iteration 181Q: 3 clusters Score -1.586876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15868734.000000 Penalty: 5792.148438
	Iteration 182Q: 3 clusters Score -1.586873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -15868735.000000 Penalty: 5792.148438
	Iteration 183Q: 3 clusters Score -1.586874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -15868748.000000 Penalty: 5792.148438
	Iteration 184Q: 3 clusters Score -1.586875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115152 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15868750.000000 Penalty: 5792.148438
	Iteration 185Q: 3 clusters Score -1.586875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115154 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15868761.000000 Penalty: 5792.148438
	Iteration 186Q: 3 clusters Score -1.586876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15868760.000000 Penalty: 5792.148438
	Iteration 187Q: 3 clusters Score -1.586876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15868760.000000 Penalty: 5792.148438
	Iteration 188F: 3 clusters Score -1.586876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -91981.726562 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -91981.73 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 409 members 
Entering Unmasked Estep 
Score: -90233.742188 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -90233.74 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90763.054688 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -90763.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91165.796875 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -91165.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91495.226562 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -91495.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91829.070312 Penalty: 3327.814941
	Iteration 4F: 3 clusters Score -91829.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92082.156250 Penalty: 3327.814941
	Iteration 5F: 3 clusters Score -92082.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92203.335938 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -92203.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92226.765625 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -92226.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92228.343750 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -92228.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92228.343750 Penalty: 3327.814941
	Iteration 9F: 3 clusters Score -92228.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47910 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117915 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 139658 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 320 members 
Entering Unmasked Estep 
Score: -62773728.000000 Penalty: 71329.296875
Splitting cluster 15 changes total score from -62775020.000000 to -62773728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (139658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139658 members 
Entering Unmasked Estep 
Score: -18697388.000000 Penalty: 2938.043945
	Iteration 0F: 2 clusters Score -1.869739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -18610904.000000 Penalty: 5876.087891
	Iteration 0F: 3 clusters Score -1.86109e+07 nChanged 66773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -18649752.000000 Penalty: 5876.087891
	Iteration 1F: 3 clusters Score -1.864975e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -18651018.000000 Penalty: 5876.087891
	Iteration 2Q: 3 clusters Score -1.865102e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -18652788.000000 Penalty: 5876.087891
	Iteration 3Q: 3 clusters Score -1.865279e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -18655110.000000 Penalty: 5876.087891
	Iteration 4Q: 3 clusters Score -1.865511e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -18658622.000000 Penalty: 5876.087891
	Iteration 5Q: 3 clusters Score -1.865862e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -18663982.000000 Penalty: 5876.087891
	Iteration 6F: 3 clusters Score -1.866398e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -18671678.000000 Penalty: 5876.087891
	Iteration 7F: 3 clusters Score -1.867168e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111028 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -18679088.000000 Penalty: 5876.087891
	Iteration 8F: 3 clusters Score -1.867909e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118544 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -18684862.000000 Penalty: 5876.087891
	Iteration 9F: 3 clusters Score -1.868486e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -18688376.000000 Penalty: 5876.087891
	Iteration 10Q: 3 clusters Score -1.868838e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -18690312.000000 Penalty: 5876.087891
	Iteration 11Q: 3 clusters Score -1.869031e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -18691618.000000 Penalty: 5876.087891
	Iteration 12Q: 3 clusters Score -1.869162e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -18692508.000000 Penalty: 5876.087891
	Iteration 13Q: 3 clusters Score -1.869251e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -18693002.000000 Penalty: 5876.087891
	Iteration 14Q: 3 clusters Score -1.8693e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133714 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -18693518.000000 Penalty: 5876.087891
	Iteration 15Q: 3 clusters Score -1.869352e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -18693864.000000 Penalty: 5876.087891
	Iteration 16Q: 3 clusters Score -1.869386e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -18694148.000000 Penalty: 5876.087891
	Iteration 17Q: 3 clusters Score -1.869415e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135649 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -18694330.000000 Penalty: 5876.087891
	Iteration 18Q: 3 clusters Score -1.869433e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136055 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -18694466.000000 Penalty: 5876.087891
	Iteration 19Q: 3 clusters Score -1.869447e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136390 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -18694586.000000 Penalty: 5876.087891
	Iteration 20F: 3 clusters Score -1.869459e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -18694708.000000 Penalty: 5876.087891
	Iteration 21Q: 3 clusters Score -1.869471e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136911 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -18694784.000000 Penalty: 5876.087891
	Iteration 22Q: 3 clusters Score -1.869478e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -18694812.000000 Penalty: 5876.087891
	Iteration 23Q: 3 clusters Score -1.869481e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -18694862.000000 Penalty: 5876.087891
	Iteration 24Q: 3 clusters Score -1.869486e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137367 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18694848.000000 Penalty: 5876.087891
	Iteration 25Q: 3 clusters Score -1.869485e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137459 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18694894.000000 Penalty: 5876.087891
	Iteration 26Q: 3 clusters Score -1.869489e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137543 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -18694940.000000 Penalty: 5876.087891
	Iteration 27Q: 3 clusters Score -1.869494e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -18694954.000000 Penalty: 5876.087891
	Iteration 28Q: 3 clusters Score -1.869495e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -18694954.000000 Penalty: 5876.087891
	Iteration 29Q: 3 clusters Score -1.869495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137701 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -18694972.000000 Penalty: 5876.087891
	Iteration 30Q: 3 clusters Score -1.869497e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137742 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18694960.000000 Penalty: 5876.087891
	Iteration 31Q: 3 clusters Score -1.869496e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137776 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -18695006.000000 Penalty: 5876.087891
	Iteration 32Q: 3 clusters Score -1.869501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18695012.000000 Penalty: 5876.087891
	Iteration 33Q: 3 clusters Score -1.869501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137828 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -18695018.000000 Penalty: 5876.087891
	Iteration 34Q: 3 clusters Score -1.869502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137853 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -18695052.000000 Penalty: 5876.087891
	Iteration 35Q: 3 clusters Score -1.869505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -18695032.000000 Penalty: 5876.087891
	Iteration 36Q: 3 clusters Score -1.869503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18695036.000000 Penalty: 5876.087891
	Iteration 37Q: 3 clusters Score -1.869504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137913 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -18695044.000000 Penalty: 5876.087891
	Iteration 38Q: 3 clusters Score -1.869504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137931 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -18695010.000000 Penalty: 5876.087891
	Iteration 39Q: 3 clusters Score -1.869501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137942 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18695028.000000 Penalty: 5876.087891
	Iteration 40F: 3 clusters Score -1.869503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137954 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -18695036.000000 Penalty: 5876.087891
	Iteration 41Q: 3 clusters Score -1.869504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18695036.000000 Penalty: 5876.087891
	Iteration 42Q: 3 clusters Score -1.869504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137979 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -18695042.000000 Penalty: 5876.087891
	Iteration 43Q: 3 clusters Score -1.869504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -18695054.000000 Penalty: 5876.087891
	Iteration 44Q: 3 clusters Score -1.869505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -18695068.000000 Penalty: 5876.087891
	Iteration 45Q: 3 clusters Score -1.869507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138015 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -18695082.000000 Penalty: 5876.087891
	Iteration 46Q: 3 clusters Score -1.869508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138022 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -18695064.000000 Penalty: 5876.087891
	Iteration 47Q: 3 clusters Score -1.869506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138029 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18695078.000000 Penalty: 5876.087891
	Iteration 48Q: 3 clusters Score -1.869508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138032 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18695058.000000 Penalty: 5876.087891
	Iteration 49Q: 3 clusters Score -1.869506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -18695062.000000 Penalty: 5876.087891
	Iteration 50Q: 3 clusters Score -1.869506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -18695058.000000 Penalty: 5876.087891
	Iteration 51Q: 3 clusters Score -1.869506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -18695056.000000 Penalty: 5876.087891
	Iteration 52Q: 3 clusters Score -1.869506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18695050.000000 Penalty: 5876.087891
	Iteration 53Q: 3 clusters Score -1.869505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18695052.000000 Penalty: 5876.087891
	Iteration 54Q: 3 clusters Score -1.869505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138069 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -18695062.000000 Penalty: 5876.087891
	Iteration 55Q: 3 clusters Score -1.869506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18695056.000000 Penalty: 5876.087891
	Iteration 56Q: 3 clusters Score -1.869506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138090 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18695064.000000 Penalty: 5876.087891
	Iteration 57Q: 3 clusters Score -1.869506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -18695070.000000 Penalty: 5876.087891
	Iteration 58Q: 3 clusters Score -1.869507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -18695070.000000 Penalty: 5876.087891
	Iteration 59Q: 3 clusters Score -1.869507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -18695070.000000 Penalty: 5876.087891
	Iteration 60F: 3 clusters Score -1.869507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31283.599609 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29946.109375 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -29946.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30364.080078 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30364.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30594.474609 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30594.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30804.941406 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -30804.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30915.478516 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30915.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30982.466797 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30982.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31018.978516 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -31018.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31026.546875 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -31026.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31031.220703 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -31031.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31031.220703 Penalty: 2912.570557
	Iteration 9F: 3 clusters Score -31031.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -401047.375000 Penalty: 1988.374023
	Iteration 0F: 2 clusters Score -401047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -397822.093750 Penalty: 3976.748047
	Iteration 0F: 3 clusters Score -397822.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -398575.812500 Penalty: 3976.748047
	Iteration 1F: 3 clusters Score -398575.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -398803.125000 Penalty: 3976.748047
	Iteration 2F: 3 clusters Score -398803.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -398996.312500 Penalty: 3976.748047
	Iteration 3F: 3 clusters Score -398996.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -399204.968750 Penalty: 3976.748047
	Iteration 4F: 3 clusters Score -399205 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -399421.343750 Penalty: 3976.748047
	Iteration 5F: 3 clusters Score -399421.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -399665.593750 Penalty: 3976.748047
	Iteration 6F: 3 clusters Score -399665.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -399879.656250 Penalty: 3976.748047
	Iteration 7F: 3 clusters Score -399879.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -400054.906250 Penalty: 3976.748047
	Iteration 8Q: 3 clusters Score -400054.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -400134.093750 Penalty: 3976.748047
	Iteration 9Q: 3 clusters Score -400134.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -400175.375000 Penalty: 3976.748047
	Iteration 10Q: 3 clusters Score -400175.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -400202.468750 Penalty: 3976.748047
	Iteration 11Q: 3 clusters Score -400202.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -400209.812500 Penalty: 3976.748047
	Iteration 12Q: 3 clusters Score -400209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -400215.281250 Penalty: 3976.748047
	Iteration 13Q: 3 clusters Score -400215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -400219.250000 Penalty: 3976.748047
	Iteration 14Q: 3 clusters Score -400219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -400220.031250 Penalty: 3976.748047
	Iteration 15Q: 3 clusters Score -400220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -400220.906250 Penalty: 3976.748047
	Iteration 16Q: 3 clusters Score -400220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -400220.843750 Penalty: 3976.748047
	Iteration 17Q: 3 clusters Score -400220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -400220.843750 Penalty: 3976.748047
	Iteration 18F: 3 clusters Score -400220.8 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: -72315.007812 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -72315.01 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 310 members 
Entering Unmasked Estep 
Score: -70691.335938 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -70691.34 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70953.367188 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -70953.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71069.085938 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71069.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71164.671875 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71164.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71264.296875 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -71264.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71324.070312 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -71324.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71362.070312 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -71362.07 nChanged 9
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: -71388.156250 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -71388.16 nChanged 6
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: -71397.789062 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -71397.79 nChanged 0
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: -71397.789062 Penalty: 3179.446777
	Iteration 9F: 3 clusters Score -71397.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24746.980469 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24746.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23684.746094 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23684.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23805.773438 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23805.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23855.068359 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23855.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23870.224609 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23870.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23870.224609 Penalty: 2697.287354
	Iteration 4F: 3 clusters Score -23870.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -35325.097656 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -35325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34030.492188 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -34030.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34124.082031 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -34124.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34156.402344 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -34156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34162.867188 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -34162.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34184.062500 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -34184.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34186.578125 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -34186.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34186.578125 Penalty: 2846.937256
	Iteration 6F: 3 clusters Score -34186.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47910 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117915 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139658 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775056.000000 Penalty: 68087.054688
Iteration 199Q: 22 clusters Score -6.277506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47907 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117919 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139655 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775048.000000 Penalty: 68087.054688
Iteration 200F: 22 clusters Score -6.277505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47907 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117921 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139646 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775068.000000 Penalty: 68087.054688
Iteration 201Q: 22 clusters Score -6.277507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47904 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117925 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775080.000000 Penalty: 68087.054688
Iteration 202Q: 22 clusters Score -6.277508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47899 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117927 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139634 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775052.000000 Penalty: 68087.054688
Iteration 203Q: 22 clusters Score -6.277505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47898 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117933 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139625 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775084.000000 Penalty: 68087.054688
Iteration 204Q: 22 clusters Score -6.277508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47896 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117939 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139619 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775108.000000 Penalty: 68087.054688
Iteration 205Q: 22 clusters Score -6.277511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47893 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117941 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139615 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775064.000000 Penalty: 68087.054688
Iteration 206Q: 22 clusters Score -6.277506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47891 members 
Mstep: Class 7 contains 31633 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117938 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139615 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775080.000000 Penalty: 68087.054688
Iteration 207Q: 22 clusters Score -6.277508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47889 members 
Mstep: Class 7 contains 31635 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117929 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139616 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775072.000000 Penalty: 68087.054688
Iteration 208Q: 22 clusters Score -6.277507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47889 members 
Mstep: Class 7 contains 31635 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 117925 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139613 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775080.000000 Penalty: 68087.054688
Iteration 209Q: 22 clusters Score -6.277508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47888 members 
Mstep: Class 7 contains 31635 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117918 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139610 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775044.000000 Penalty: 68087.054688
Iteration 210Q: 22 clusters Score -6.277504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47887 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117912 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139603 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775088.000000 Penalty: 68087.054688
Iteration 211Q: 22 clusters Score -6.277509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47885 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117910 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139597 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775072.000000 Penalty: 68087.054688
Iteration 212Q: 22 clusters Score -6.277507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47884 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117898 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139595 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775092.000000 Penalty: 68087.054688
Iteration 213Q: 22 clusters Score -6.277509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47882 members 
Mstep: Class 7 contains 31637 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117892 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139584 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775076.000000 Penalty: 68087.054688
Iteration 214Q: 22 clusters Score -6.277508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47877 members 
Mstep: Class 7 contains 31637 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117887 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139579 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775084.000000 Penalty: 68087.054688
Iteration 215Q: 22 clusters Score -6.277508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47876 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117881 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139574 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775084.000000 Penalty: 68087.054688
Iteration 216Q: 22 clusters Score -6.277508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47875 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117875 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139573 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775084.000000 Penalty: 68087.054688
Iteration 217Q: 22 clusters Score -6.277508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47874 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117874 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139569 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775104.000000 Penalty: 68087.054688
Iteration 218Q: 22 clusters Score -6.27751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47874 members 
Mstep: Class 7 contains 31637 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117867 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139570 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775112.000000 Penalty: 68087.054688
Iteration 219Q: 22 clusters Score -6.277511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47872 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117864 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139569 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 68087.054688
Iteration 220F: 22 clusters Score -6.277512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47869 members 
Mstep: Class 7 contains 31635 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10451 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117856 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139571 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775108.000000 Penalty: 68087.054688
Iteration 221Q: 22 clusters Score -6.277511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47865 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10451 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117851 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139569 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775056.000000 Penalty: 68087.054688
Iteration 222Q: 22 clusters Score -6.277506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47861 members 
Mstep: Class 7 contains 31637 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117843 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139562 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775088.000000 Penalty: 68087.054688
Iteration 223Q: 22 clusters Score -6.277509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47858 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117841 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139558 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775148.000000 Penalty: 68087.054688
Iteration 224Q: 22 clusters Score -6.277515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47856 members 
Mstep: Class 7 contains 31635 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117837 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139554 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775132.000000 Penalty: 68087.054688
Iteration 225Q: 22 clusters Score -6.277513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47854 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117839 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139550 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775136.000000 Penalty: 68087.054688
Iteration 226Q: 22 clusters Score -6.277514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47852 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117838 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139548 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775128.000000 Penalty: 68087.054688
Iteration 227Q: 22 clusters Score -6.277513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47847 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117838 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139547 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775156.000000 Penalty: 68087.054688
Iteration 228Q: 22 clusters Score -6.277516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47841 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117840 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139551 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775152.000000 Penalty: 68087.054688
Iteration 229Q: 22 clusters Score -6.277515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47841 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117842 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139549 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775132.000000 Penalty: 68087.054688
Iteration 230Q: 22 clusters Score -6.277513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47840 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117843 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139549 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775128.000000 Penalty: 68087.054688
Iteration 231Q: 22 clusters Score -6.277513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47839 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117845 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139548 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775112.000000 Penalty: 68087.054688
Iteration 232Q: 22 clusters Score -6.277511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47838 members 
Mstep: Class 7 contains 31631 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117843 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139549 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775120.000000 Penalty: 68087.054688
Iteration 233Q: 22 clusters Score -6.277512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47834 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117843 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139553 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775100.000000 Penalty: 68087.054688
Iteration 234Q: 22 clusters Score -6.27751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47831 members 
Mstep: Class 7 contains 31629 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117842 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139556 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775104.000000 Penalty: 68087.054688
Iteration 235Q: 22 clusters Score -6.27751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47828 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117842 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139558 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775080.000000 Penalty: 68087.054688
Iteration 236Q: 22 clusters Score -6.277508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117841 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139559 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775100.000000 Penalty: 68087.054688
Iteration 237Q: 22 clusters Score -6.27751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117836 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775116.000000 Penalty: 68087.054688
Iteration 238Q: 22 clusters Score -6.277512e+07 nChanged 5
Entering ConstructFrom: 
Score: -62775116.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (79588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Entering Unmasked Estep 
Score: -10703655.000000 Penalty: 2798.585449
	Iteration 0F: 2 clusters Score -1.070366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -10650474.000000 Penalty: 5597.170898
	Iteration 0F: 3 clusters Score -1.065047e+07 nChanged 37448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -10671201.000000 Penalty: 5597.170898
	Iteration 1F: 3 clusters Score -1.06712e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -10671928.000000 Penalty: 5597.170898
	Iteration 2Q: 3 clusters Score -1.067193e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -10672878.000000 Penalty: 5597.170898
	Iteration 3Q: 3 clusters Score -1.067288e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -10674182.000000 Penalty: 5597.170898
	Iteration 4Q: 3 clusters Score -1.067418e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -10676187.000000 Penalty: 5597.170898
	Iteration 5F: 3 clusters Score -1.067619e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -10679525.000000 Penalty: 5597.170898
	Iteration 6F: 3 clusters Score -1.067952e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -10684343.000000 Penalty: 5597.170898
	Iteration 7F: 3 clusters Score -1.068434e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -10689834.000000 Penalty: 5597.170898
	Iteration 8F: 3 clusters Score -1.068983e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -10694587.000000 Penalty: 5597.170898
	Iteration 9F: 3 clusters Score -1.069459e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -10697689.000000 Penalty: 5597.170898
	Iteration 10Q: 3 clusters Score -1.069769e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -10699391.000000 Penalty: 5597.170898
	Iteration 11Q: 3 clusters Score -1.069939e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -10700408.000000 Penalty: 5597.170898
	Iteration 12Q: 3 clusters Score -1.070041e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10700921.000000 Penalty: 5597.170898
	Iteration 13Q: 3 clusters Score -1.070092e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10701184.000000 Penalty: 5597.170898
	Iteration 14Q: 3 clusters Score -1.070118e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10701357.000000 Penalty: 5597.170898
	Iteration 15Q: 3 clusters Score -1.070136e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10701478.000000 Penalty: 5597.170898
	Iteration 16Q: 3 clusters Score -1.070148e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10701586.000000 Penalty: 5597.170898
	Iteration 17Q: 3 clusters Score -1.070159e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10701630.000000 Penalty: 5597.170898
	Iteration 18Q: 3 clusters Score -1.070163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10701672.000000 Penalty: 5597.170898
	Iteration 19Q: 3 clusters Score -1.070167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10701726.000000 Penalty: 5597.170898
	Iteration 20F: 3 clusters Score -1.070173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10701747.000000 Penalty: 5597.170898
	Iteration 21Q: 3 clusters Score -1.070175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10701779.000000 Penalty: 5597.170898
	Iteration 22Q: 3 clusters Score -1.070178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10701792.000000 Penalty: 5597.170898
	Iteration 23Q: 3 clusters Score -1.070179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10701790.000000 Penalty: 5597.170898
	Iteration 24Q: 3 clusters Score -1.070179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10701807.000000 Penalty: 5597.170898
	Iteration 25Q: 3 clusters Score -1.070181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10701824.000000 Penalty: 5597.170898
	Iteration 26Q: 3 clusters Score -1.070182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10701822.000000 Penalty: 5597.170898
	Iteration 27Q: 3 clusters Score -1.070182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10701832.000000 Penalty: 5597.170898
	Iteration 28Q: 3 clusters Score -1.070183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10701842.000000 Penalty: 5597.170898
	Iteration 29Q: 3 clusters Score -1.070184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10701837.000000 Penalty: 5597.170898
	Iteration 30Q: 3 clusters Score -1.070184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10701843.000000 Penalty: 5597.170898
	Iteration 31Q: 3 clusters Score -1.070184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10701855.000000 Penalty: 5597.170898
	Iteration 32Q: 3 clusters Score -1.070186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10701862.000000 Penalty: 5597.170898
	Iteration 33Q: 3 clusters Score -1.070186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10701870.000000 Penalty: 5597.170898
	Iteration 34Q: 3 clusters Score -1.070187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10701863.000000 Penalty: 5597.170898
	Iteration 35Q: 3 clusters Score -1.070186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10701863.000000 Penalty: 5597.170898
	Iteration 36Q: 3 clusters Score -1.070186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10701876.000000 Penalty: 5597.170898
	Iteration 37Q: 3 clusters Score -1.070188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10701870.000000 Penalty: 5597.170898
	Iteration 38Q: 3 clusters Score -1.070187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10701873.000000 Penalty: 5597.170898
	Iteration 39Q: 3 clusters Score -1.070187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10701870.000000 Penalty: 5597.170898
	Iteration 40F: 3 clusters Score -1.070187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17107.113281 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -17107.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16397.300781 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -16397.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16536.246094 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -16536.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16611.568359 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -16611.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16629.757812 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -16629.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16639.824219 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -16639.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16639.824219 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -16639.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -229524.437500 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -229524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227053.343750 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -227053.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227510.296875 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -227510.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227635.578125 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -227635.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -227727.296875 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -227727.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -227785.015625 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -227785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -227825.765625 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -227825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -227867.984375 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -227868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227906.296875 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -227906.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227939.000000 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -227939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -227967.453125 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -227967.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -228000.140625 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -228000.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228059.125000 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -228059.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -228125.062500 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -228125.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -228184.484375 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -228184.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -228224.734375 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -228224.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -228264.718750 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -228264.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228299.218750 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -228299.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -228330.312500 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -228330.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228366.859375 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -228366.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228393.578125 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -228393.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228427.218750 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -228427.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -228443.062500 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -228443.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -228457.500000 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -228457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228469.578125 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -228469.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -228475.578125 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -228475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -228480.093750 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -228480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228483.109375 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -228483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228483.625000 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -228483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228484.906250 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -228484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228484.906250 Penalty: 3716.961426
	Iteration 29F: 3 clusters Score -228484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -494359.281250 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -494359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -490544.156250 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -490544.2 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -491515.375000 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -491515.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -491837.406250 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -491837.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -492064.656250 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -492064.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -492285.125000 Penalty: 4096.434570
	Iteration 4F: 3 clusters Score -492285.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -492465.218750 Penalty: 4096.434570
	Iteration 5F: 3 clusters Score -492465.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -492592.187500 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -492592.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -492683.500000 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -492683.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -492759.062500 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -492759.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -492813.687500 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -492813.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -492862.843750 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -492862.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -492906.625000 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -492906.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -492943.093750 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -492943.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -492963.593750 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -492963.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -492984.468750 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -492984.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -493002.781250 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -493002.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -493015.312500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -493015.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -493021.781250 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -493021.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -493027.281250 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -493027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -493029.593750 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -493029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -493031.562500 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -493031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -493032.031250 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -493032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -493032.562500 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -493032.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -493032.562500 Penalty: 4096.434570
	Iteration 23F: 3 clusters Score -493032.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -38696.964844 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -38696.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37370.785156 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -37370.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37516.832031 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -37516.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37703.101562 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -37703.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37768.632812 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -37768.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37788.039062 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -37788.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37796.277344 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -37796.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37797.710938 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -37797.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37797.710938 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -37797.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Entering Unmasked Estep 
Score: -6274574.500000 Penalty: 2672.270264
	Iteration 0F: 2 clusters Score -6274574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -6242353.000000 Penalty: 5344.540527
	Iteration 0F: 3 clusters Score -6242353 nChanged 22228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -6254743.000000 Penalty: 5344.540527
	Iteration 1F: 3 clusters Score -6254743 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -6255464.000000 Penalty: 5344.540527
	Iteration 2Q: 3 clusters Score -6255464 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -6256231.000000 Penalty: 5344.540527
	Iteration 3Q: 3 clusters Score -6256231 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -6257112.500000 Penalty: 5344.540527
	Iteration 4Q: 3 clusters Score -6257112 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6258088.000000 Penalty: 5344.540527
	Iteration 5Q: 3 clusters Score -6258088 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -6259194.500000 Penalty: 5344.540527
	Iteration 6Q: 3 clusters Score -6259194 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6260415.500000 Penalty: 5344.540527
	Iteration 7Q: 3 clusters Score -6260416 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -6261813.500000 Penalty: 5344.540527
	Iteration 8F: 3 clusters Score -6261814 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -6263240.000000 Penalty: 5344.540527
	Iteration 9Q: 3 clusters Score -6263240 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6264800.000000 Penalty: 5344.540527
	Iteration 10Q: 3 clusters Score -6264800 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -6266498.000000 Penalty: 5344.540527
	Iteration 11Q: 3 clusters Score -6266498 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -6268180.000000 Penalty: 5344.540527
	Iteration 12Q: 3 clusters Score -6268180 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -6269518.500000 Penalty: 5344.540527
	Iteration 13Q: 3 clusters Score -6269518 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6270442.500000 Penalty: 5344.540527
	Iteration 14Q: 3 clusters Score -6270442 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6271046.000000 Penalty: 5344.540527
	Iteration 15Q: 3 clusters Score -6271046 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6271475.500000 Penalty: 5344.540527
	Iteration 16Q: 3 clusters Score -6271476 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6271733.500000 Penalty: 5344.540527
	Iteration 17Q: 3 clusters Score -6271734 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6271889.000000 Penalty: 5344.540527
	Iteration 18Q: 3 clusters Score -6271889 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6271989.000000 Penalty: 5344.540527
	Iteration 19Q: 3 clusters Score -6271989 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6272078.000000 Penalty: 5344.540527
	Iteration 20F: 3 clusters Score -6272078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6272125.500000 Penalty: 5344.540527
	Iteration 21Q: 3 clusters Score -6272126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6272166.500000 Penalty: 5344.540527
	Iteration 22Q: 3 clusters Score -6272166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6272218.500000 Penalty: 5344.540527
	Iteration 23Q: 3 clusters Score -6272218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6272249.500000 Penalty: 5344.540527
	Iteration 24Q: 3 clusters Score -6272250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6272281.500000 Penalty: 5344.540527
	Iteration 25Q: 3 clusters Score -6272282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6272322.500000 Penalty: 5344.540527
	Iteration 26Q: 3 clusters Score -6272322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6272347.000000 Penalty: 5344.540527
	Iteration 27Q: 3 clusters Score -6272347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6272362.500000 Penalty: 5344.540527
	Iteration 28Q: 3 clusters Score -6272362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6272368.500000 Penalty: 5344.540527
	Iteration 29Q: 3 clusters Score -6272368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6272378.500000 Penalty: 5344.540527
	Iteration 30Q: 3 clusters Score -6272378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6272386.000000 Penalty: 5344.540527
	Iteration 31Q: 3 clusters Score -6272386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6272394.000000 Penalty: 5344.540527
	Iteration 32Q: 3 clusters Score -6272394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6272403.500000 Penalty: 5344.540527
	Iteration 33Q: 3 clusters Score -6272404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6272397.500000 Penalty: 5344.540527
	Iteration 34Q: 3 clusters Score -6272398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6272396.500000 Penalty: 5344.540527
	Iteration 35Q: 3 clusters Score -6272396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6272403.500000 Penalty: 5344.540527
	Iteration 36Q: 3 clusters Score -6272404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6272403.000000 Penalty: 5344.540527
	Iteration 37Q: 3 clusters Score -6272403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6272412.500000 Penalty: 5344.540527
	Iteration 38Q: 3 clusters Score -6272412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6272413.500000 Penalty: 5344.540527
	Iteration 39Q: 3 clusters Score -6272414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6272415.000000 Penalty: 5344.540527
	Iteration 40F: 3 clusters Score -6272415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6272415.500000 Penalty: 5344.540527
	Iteration 41Q: 3 clusters Score -6272416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6272416.000000 Penalty: 5344.540527
	Iteration 42Q: 3 clusters Score -6272416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6272418.000000 Penalty: 5344.540527
	Iteration 43Q: 3 clusters Score -6272418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6272422.000000 Penalty: 5344.540527
	Iteration 44Q: 3 clusters Score -6272422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6272414.500000 Penalty: 5344.540527
	Iteration 45Q: 3 clusters Score -6272414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6272412.500000 Penalty: 5344.540527
	Iteration 46Q: 3 clusters Score -6272412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6272419.000000 Penalty: 5344.540527
	Iteration 47Q: 3 clusters Score -6272419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6272419.000000 Penalty: 5344.540527
	Iteration 48Q: 3 clusters Score -6272419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6272416.000000 Penalty: 5344.540527
	Iteration 49Q: 3 clusters Score -6272416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6272407.000000 Penalty: 5344.540527
	Iteration 50Q: 3 clusters Score -6272407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6272409.500000 Penalty: 5344.540527
	Iteration 51Q: 3 clusters Score -6272410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6272409.500000 Penalty: 5344.540527
	Iteration 52F: 3 clusters Score -6272410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Entering Unmasked Estep 
Score: -4319745.500000 Penalty: 2569.726074
	Iteration 0F: 2 clusters Score -4319746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4297985.500000 Penalty: 5139.452148
	Iteration 0F: 3 clusters Score -4297986 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4305750.500000 Penalty: 5139.452148
	Iteration 1F: 3 clusters Score -4305750 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4306135.000000 Penalty: 5139.452148
	Iteration 2Q: 3 clusters Score -4306135 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4306475.000000 Penalty: 5139.452148
	Iteration 3Q: 3 clusters Score -4306475 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4306816.000000 Penalty: 5139.452148
	Iteration 4Q: 3 clusters Score -4306816 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4307117.000000 Penalty: 5139.452148
	Iteration 5Q: 3 clusters Score -4307117 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4307465.000000 Penalty: 5139.452148
	Iteration 6Q: 3 clusters Score -4307465 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4307896.000000 Penalty: 5139.452148
	Iteration 7Q: 3 clusters Score -4307896 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -4308485.500000 Penalty: 5139.452148
	Iteration 8Q: 3 clusters Score -4308486 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4309361.000000 Penalty: 5139.452148
	Iteration 9F: 3 clusters Score -4309361 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4310736.500000 Penalty: 5139.452148
	Iteration 10F: 3 clusters Score -4310736 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4312493.000000 Penalty: 5139.452148
	Iteration 11F: 3 clusters Score -4312493 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -4314292.000000 Penalty: 5139.452148
	Iteration 12F: 3 clusters Score -4314292 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4315653.000000 Penalty: 5139.452148
	Iteration 13Q: 3 clusters Score -4315653 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4316535.000000 Penalty: 5139.452148
	Iteration 14Q: 3 clusters Score -4316535 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4316976.000000 Penalty: 5139.452148
	Iteration 15Q: 3 clusters Score -4316976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4317212.500000 Penalty: 5139.452148
	Iteration 16Q: 3 clusters Score -4317212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4317332.000000 Penalty: 5139.452148
	Iteration 17Q: 3 clusters Score -4317332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4317407.500000 Penalty: 5139.452148
	Iteration 18Q: 3 clusters Score -4317408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4317462.500000 Penalty: 5139.452148
	Iteration 19Q: 3 clusters Score -4317462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4317493.500000 Penalty: 5139.452148
	Iteration 20F: 3 clusters Score -4317494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4317505.000000 Penalty: 5139.452148
	Iteration 21Q: 3 clusters Score -4317505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4317521.500000 Penalty: 5139.452148
	Iteration 22Q: 3 clusters Score -4317522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4317533.000000 Penalty: 5139.452148
	Iteration 23Q: 3 clusters Score -4317533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4317537.500000 Penalty: 5139.452148
	Iteration 24Q: 3 clusters Score -4317538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4317539.500000 Penalty: 5139.452148
	Iteration 25Q: 3 clusters Score -4317540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4317539.500000 Penalty: 5139.452148
	Iteration 26F: 3 clusters Score -4317540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -347519.437500 Penalty: 1960.458008
	Iteration 0F: 2 clusters Score -347519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -344355.187500 Penalty: 3920.916016
	Iteration 0F: 3 clusters Score -344355.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -344963.312500 Penalty: 3920.916016
	Iteration 1F: 3 clusters Score -344963.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -345114.156250 Penalty: 3920.916016
	Iteration 2F: 3 clusters Score -345114.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -345212.937500 Penalty: 3920.916016
	Iteration 3Q: 3 clusters Score -345212.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -345280.906250 Penalty: 3920.916016
	Iteration 4Q: 3 clusters Score -345280.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -345330.968750 Penalty: 3920.916016
	Iteration 5Q: 3 clusters Score -345331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -345364.406250 Penalty: 3920.916016
	Iteration 6Q: 3 clusters Score -345364.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -345399.468750 Penalty: 3920.916016
	Iteration 7Q: 3 clusters Score -345399.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -345420.718750 Penalty: 3920.916016
	Iteration 8Q: 3 clusters Score -345420.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -345433.125000 Penalty: 3920.916016
	Iteration 9Q: 3 clusters Score -345433.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -345440.562500 Penalty: 3920.916016
	Iteration 10Q: 3 clusters Score -345440.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -345445.843750 Penalty: 3920.916016
	Iteration 11Q: 3 clusters Score -345445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -345449.468750 Penalty: 3920.916016
	Iteration 12Q: 3 clusters Score -345449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -345451.906250 Penalty: 3920.916016
	Iteration 13Q: 3 clusters Score -345451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -345453.125000 Penalty: 3920.916016
	Iteration 14Q: 3 clusters Score -345453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -345454.562500 Penalty: 3920.916016
	Iteration 15Q: 3 clusters Score -345454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -345457.718750 Penalty: 3920.916016
	Iteration 16Q: 3 clusters Score -345457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -345461.625000 Penalty: 3920.916016
	Iteration 17Q: 3 clusters Score -345461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -345465.500000 Penalty: 3920.916016
	Iteration 18Q: 3 clusters Score -345465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -345466.031250 Penalty: 3920.916016
	Iteration 19Q: 3 clusters Score -345466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -345467.531250 Penalty: 3920.916016
	Iteration 20F: 3 clusters Score -345467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -345467.812500 Penalty: 3920.916016
	Iteration 21Q: 3 clusters Score -345467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -345469.031250 Penalty: 3920.916016
	Iteration 22Q: 3 clusters Score -345469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -345468.843750 Penalty: 3920.916016
	Iteration 23Q: 3 clusters Score -345468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -345471.218750 Penalty: 3920.916016
	Iteration 24Q: 3 clusters Score -345471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -345471.218750 Penalty: 3920.916016
	Iteration 25F: 3 clusters Score -345471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Entering Unmasked Estep 
Score: -1403625.000000 Penalty: 2295.033203
	Iteration 0F: 2 clusters Score -1403625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1395667.500000 Penalty: 4590.066406
	Iteration 0F: 3 clusters Score -1395668 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1398107.000000 Penalty: 4590.066406
	Iteration 1F: 3 clusters Score -1398107 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1398435.750000 Penalty: 4590.066406
	Iteration 2F: 3 clusters Score -1398436 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1398647.250000 Penalty: 4590.066406
	Iteration 3Q: 3 clusters Score -1398647 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1398845.375000 Penalty: 4590.066406
	Iteration 4Q: 3 clusters Score -1398845 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1399020.500000 Penalty: 4590.066406
	Iteration 5Q: 3 clusters Score -1399020 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1399195.250000 Penalty: 4590.066406
	Iteration 6Q: 3 clusters Score -1399195 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1399412.875000 Penalty: 4590.066406
	Iteration 7Q: 3 clusters Score -1399413 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1399617.500000 Penalty: 4590.066406
	Iteration 8Q: 3 clusters Score -1399618 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1399823.125000 Penalty: 4590.066406
	Iteration 9Q: 3 clusters Score -1399823 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1400018.250000 Penalty: 4590.066406
	Iteration 10Q: 3 clusters Score -1400018 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1400246.875000 Penalty: 4590.066406
	Iteration 11Q: 3 clusters Score -1400247 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1400502.625000 Penalty: 4590.066406
	Iteration 12Q: 3 clusters Score -1400503 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1400767.000000 Penalty: 4590.066406
	Iteration 13Q: 3 clusters Score -1400767 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1401006.375000 Penalty: 4590.066406
	Iteration 14Q: 3 clusters Score -1401006 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1401190.125000 Penalty: 4590.066406
	Iteration 15Q: 3 clusters Score -1401190 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1401325.000000 Penalty: 4590.066406
	Iteration 16Q: 3 clusters Score -1401325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1401388.500000 Penalty: 4590.066406
	Iteration 17Q: 3 clusters Score -1401388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1401423.625000 Penalty: 4590.066406
	Iteration 18Q: 3 clusters Score -1401424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1401454.875000 Penalty: 4590.066406
	Iteration 19Q: 3 clusters Score -1401455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1401480.500000 Penalty: 4590.066406
	Iteration 20F: 3 clusters Score -1401480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1401513.250000 Penalty: 4590.066406
	Iteration 21Q: 3 clusters Score -1401513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1401537.250000 Penalty: 4590.066406
	Iteration 22Q: 3 clusters Score -1401537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1401552.875000 Penalty: 4590.066406
	Iteration 23Q: 3 clusters Score -1401553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1401576.125000 Penalty: 4590.066406
	Iteration 24Q: 3 clusters Score -1401576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1401605.125000 Penalty: 4590.066406
	Iteration 25Q: 3 clusters Score -1401605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1401618.000000 Penalty: 4590.066406
	Iteration 26Q: 3 clusters Score -1401618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1401641.750000 Penalty: 4590.066406
	Iteration 27Q: 3 clusters Score -1401642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1401655.375000 Penalty: 4590.066406
	Iteration 28Q: 3 clusters Score -1401655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1401662.000000 Penalty: 4590.066406
	Iteration 29Q: 3 clusters Score -1401662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1401673.875000 Penalty: 4590.066406
	Iteration 30Q: 3 clusters Score -1401674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1401683.000000 Penalty: 4590.066406
	Iteration 31Q: 3 clusters Score -1401683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1401687.000000 Penalty: 4590.066406
	Iteration 32Q: 3 clusters Score -1401687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1401693.000000 Penalty: 4590.066406
	Iteration 33Q: 3 clusters Score -1401693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1401703.375000 Penalty: 4590.066406
	Iteration 34Q: 3 clusters Score -1401703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1401706.000000 Penalty: 4590.066406
	Iteration 35Q: 3 clusters Score -1401706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1401717.625000 Penalty: 4590.066406
	Iteration 36Q: 3 clusters Score -1401718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1401727.500000 Penalty: 4590.066406
	Iteration 37Q: 3 clusters Score -1401728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1401733.625000 Penalty: 4590.066406
	Iteration 38Q: 3 clusters Score -1401734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1401737.750000 Penalty: 4590.066406
	Iteration 39Q: 3 clusters Score -1401738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1401744.875000 Penalty: 4590.066406
	Iteration 40F: 3 clusters Score -1401745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1401750.375000 Penalty: 4590.066406
	Iteration 41Q: 3 clusters Score -1401750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1401752.250000 Penalty: 4590.066406
	Iteration 42Q: 3 clusters Score -1401752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1401752.875000 Penalty: 4590.066406
	Iteration 43Q: 3 clusters Score -1401753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1401752.500000 Penalty: 4590.066406
	Iteration 44Q: 3 clusters Score -1401752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1401753.875000 Penalty: 4590.066406
	Iteration 45Q: 3 clusters Score -1401754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1401759.875000 Penalty: 4590.066406
	Iteration 46Q: 3 clusters Score -1401760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1401763.875000 Penalty: 4590.066406
	Iteration 47Q: 3 clusters Score -1401764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1401765.625000 Penalty: 4590.066406
	Iteration 48Q: 3 clusters Score -1401766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1401769.375000 Penalty: 4590.066406
	Iteration 49Q: 3 clusters Score -1401769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1401770.250000 Penalty: 4590.066406
	Iteration 50Q: 3 clusters Score -1401770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1401775.000000 Penalty: 4590.066406
	Iteration 51Q: 3 clusters Score -1401775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1401775.000000 Penalty: 4590.066406
	Iteration 52Q: 3 clusters Score -1401775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1401775.000000 Penalty: 4590.066406
	Iteration 53F: 3 clusters Score -1401775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1270078.625000 Penalty: 2270.685547
	Iteration 0F: 2 clusters Score -1270079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1262804.500000 Penalty: 4541.371094
	Iteration 0F: 3 clusters Score -1262804 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1265150.625000 Penalty: 4541.371094
	Iteration 1F: 3 clusters Score -1265151 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1265822.625000 Penalty: 4541.371094
	Iteration 2F: 3 clusters Score -1265823 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1266456.000000 Penalty: 4541.371094
	Iteration 3F: 3 clusters Score -1266456 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1267096.625000 Penalty: 4541.371094
	Iteration 4F: 3 clusters Score -1267097 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1267798.500000 Penalty: 4541.371094
	Iteration 5F: 3 clusters Score -1267798 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1268465.250000 Penalty: 4541.371094
	Iteration 6F: 3 clusters Score -1268465 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1269144.750000 Penalty: 4541.371094
	Iteration 7F: 3 clusters Score -1269145 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1269846.000000 Penalty: 4541.371094
	Iteration 8Q: 3 clusters Score -1269846 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1270326.500000 Penalty: 4541.371094
	Iteration 9Q: 3 clusters Score -1270326 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1270564.125000 Penalty: 4541.371094
	Iteration 10Q: 3 clusters Score -1270564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1270683.500000 Penalty: 4541.371094
	Iteration 11Q: 3 clusters Score -1270684 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1270745.500000 Penalty: 4541.371094
	Iteration 12Q: 3 clusters Score -1270746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1270786.625000 Penalty: 4541.371094
	Iteration 13Q: 3 clusters Score -1270787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1270806.875000 Penalty: 4541.371094
	Iteration 14Q: 3 clusters Score -1270807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1270817.875000 Penalty: 4541.371094
	Iteration 15Q: 3 clusters Score -1270818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1270827.000000 Penalty: 4541.371094
	Iteration 16Q: 3 clusters Score -1270827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1270834.625000 Penalty: 4541.371094
	Iteration 17Q: 3 clusters Score -1270835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1270833.625000 Penalty: 4541.371094
	Iteration 18Q: 3 clusters Score -1270834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1270841.125000 Penalty: 4541.371094
	Iteration 19Q: 3 clusters Score -1270841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1270837.375000 Penalty: 4541.371094
	Iteration 20F: 3 clusters Score -1270837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1270841.625000 Penalty: 4541.371094
	Iteration 21Q: 3 clusters Score -1270842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1270843.625000 Penalty: 4541.371094
	Iteration 22Q: 3 clusters Score -1270844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1270844.750000 Penalty: 4541.371094
	Iteration 23Q: 3 clusters Score -1270845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1270845.250000 Penalty: 4541.371094
	Iteration 24Q: 3 clusters Score -1270845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1270851.250000 Penalty: 4541.371094
	Iteration 25Q: 3 clusters Score -1270851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1270849.000000 Penalty: 4541.371094
	Iteration 26Q: 3 clusters Score -1270849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1270852.250000 Penalty: 4541.371094
	Iteration 27Q: 3 clusters Score -1270852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1270853.500000 Penalty: 4541.371094
	Iteration 28Q: 3 clusters Score -1270854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1270854.250000 Penalty: 4541.371094
	Iteration 29Q: 3 clusters Score -1270854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1270854.875000 Penalty: 4541.371094
	Iteration 30Q: 3 clusters Score -1270855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1270854.875000 Penalty: 4541.371094
	Iteration 31F: 3 clusters Score -1270855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47824 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117835 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 3166 members 
Entering Unmasked Estep 
Score: -62774916.000000 Penalty: 71329.296875
Splitting cluster 10 changes total score from -62775116.000000 to -62774916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (20022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Entering Unmasked Estep 
Score: -2718021.500000 Penalty: 2456.337402
	Iteration 0F: 2 clusters Score -2718022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2703922.250000 Penalty: 4912.674805
	Iteration 0F: 3 clusters Score -2703922 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2708591.500000 Penalty: 4912.674805
	Iteration 1F: 3 clusters Score -2708592 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2709040.250000 Penalty: 4912.674805
	Iteration 2F: 3 clusters Score -2709040 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2709453.000000 Penalty: 4912.674805
	Iteration 3Q: 3 clusters Score -2709453 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2709909.750000 Penalty: 4912.674805
	Iteration 4Q: 3 clusters Score -2709910 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2710432.750000 Penalty: 4912.674805
	Iteration 5Q: 3 clusters Score -2710433 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2711029.500000 Penalty: 4912.674805
	Iteration 6Q: 3 clusters Score -2711030 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2711749.750000 Penalty: 4912.674805
	Iteration 7F: 3 clusters Score -2711750 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2712662.250000 Penalty: 4912.674805
	Iteration 8F: 3 clusters Score -2712662 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2713606.000000 Penalty: 4912.674805
	Iteration 9Q: 3 clusters Score -2713606 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2714364.250000 Penalty: 4912.674805
	Iteration 10Q: 3 clusters Score -2714364 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2714861.750000 Penalty: 4912.674805
	Iteration 11Q: 3 clusters Score -2714862 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2715113.500000 Penalty: 4912.674805
	Iteration 12Q: 3 clusters Score -2715114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2715232.750000 Penalty: 4912.674805
	Iteration 13Q: 3 clusters Score -2715233 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2715299.250000 Penalty: 4912.674805
	Iteration 14Q: 3 clusters Score -2715299 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2715349.250000 Penalty: 4912.674805
	Iteration 15Q: 3 clusters Score -2715349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2715404.250000 Penalty: 4912.674805
	Iteration 16Q: 3 clusters Score -2715404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2715436.000000 Penalty: 4912.674805
	Iteration 17Q: 3 clusters Score -2715436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2715466.500000 Penalty: 4912.674805
	Iteration 18Q: 3 clusters Score -2715466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2715492.250000 Penalty: 4912.674805
	Iteration 19Q: 3 clusters Score -2715492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2715508.250000 Penalty: 4912.674805
	Iteration 20F: 3 clusters Score -2715508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2715516.250000 Penalty: 4912.674805
	Iteration 21Q: 3 clusters Score -2715516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2715524.750000 Penalty: 4912.674805
	Iteration 22Q: 3 clusters Score -2715525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2715541.500000 Penalty: 4912.674805
	Iteration 23Q: 3 clusters Score -2715542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2715548.750000 Penalty: 4912.674805
	Iteration 24Q: 3 clusters Score -2715549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2715557.000000 Penalty: 4912.674805
	Iteration 25Q: 3 clusters Score -2715557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2715566.500000 Penalty: 4912.674805
	Iteration 26Q: 3 clusters Score -2715566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2715571.500000 Penalty: 4912.674805
	Iteration 27Q: 3 clusters Score -2715572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2715575.250000 Penalty: 4912.674805
	Iteration 28Q: 3 clusters Score -2715575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2715583.250000 Penalty: 4912.674805
	Iteration 29Q: 3 clusters Score -2715583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2715597.250000 Penalty: 4912.674805
	Iteration 30Q: 3 clusters Score -2715597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2715613.000000 Penalty: 4912.674805
	Iteration 31Q: 3 clusters Score -2715613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2715615.500000 Penalty: 4912.674805
	Iteration 32Q: 3 clusters Score -2715616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2715619.500000 Penalty: 4912.674805
	Iteration 33Q: 3 clusters Score -2715620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2715625.250000 Penalty: 4912.674805
	Iteration 34Q: 3 clusters Score -2715625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2715642.750000 Penalty: 4912.674805
	Iteration 35Q: 3 clusters Score -2715643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2715647.500000 Penalty: 4912.674805
	Iteration 36Q: 3 clusters Score -2715648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2715649.750000 Penalty: 4912.674805
	Iteration 37Q: 3 clusters Score -2715650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2715656.000000 Penalty: 4912.674805
	Iteration 38Q: 3 clusters Score -2715656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2715671.500000 Penalty: 4912.674805
	Iteration 39Q: 3 clusters Score -2715672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2715687.750000 Penalty: 4912.674805
	Iteration 40F: 3 clusters Score -2715688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2715695.000000 Penalty: 4912.674805
	Iteration 41Q: 3 clusters Score -2715695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2715705.750000 Penalty: 4912.674805
	Iteration 42Q: 3 clusters Score -2715706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2715703.250000 Penalty: 4912.674805
	Iteration 43Q: 3 clusters Score -2715703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2715709.500000 Penalty: 4912.674805
	Iteration 44Q: 3 clusters Score -2715710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2715716.000000 Penalty: 4912.674805
	Iteration 45Q: 3 clusters Score -2715716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2715718.000000 Penalty: 4912.674805
	Iteration 46Q: 3 clusters Score -2715718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2715725.750000 Penalty: 4912.674805
	Iteration 47Q: 3 clusters Score -2715726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2715725.250000 Penalty: 4912.674805
	Iteration 48Q: 3 clusters Score -2715725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2715732.250000 Penalty: 4912.674805
	Iteration 49Q: 3 clusters Score -2715732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2715740.750000 Penalty: 4912.674805
	Iteration 50Q: 3 clusters Score -2715741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2715746.750000 Penalty: 4912.674805
	Iteration 51Q: 3 clusters Score -2715747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2715749.500000 Penalty: 4912.674805
	Iteration 52Q: 3 clusters Score -2715750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2715754.000000 Penalty: 4912.674805
	Iteration 53Q: 3 clusters Score -2715754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2715764.750000 Penalty: 4912.674805
	Iteration 54Q: 3 clusters Score -2715765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2715761.250000 Penalty: 4912.674805
	Iteration 55Q: 3 clusters Score -2715761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2715764.000000 Penalty: 4912.674805
	Iteration 56Q: 3 clusters Score -2715764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2715767.750000 Penalty: 4912.674805
	Iteration 57Q: 3 clusters Score -2715768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2715773.500000 Penalty: 4912.674805
	Iteration 58Q: 3 clusters Score -2715774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2715773.000000 Penalty: 4912.674805
	Iteration 59Q: 3 clusters Score -2715773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2715782.500000 Penalty: 4912.674805
	Iteration 60F: 3 clusters Score -2715782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2715786.000000 Penalty: 4912.674805
	Iteration 61Q: 3 clusters Score -2715786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2715780.250000 Penalty: 4912.674805
	Iteration 62Q: 3 clusters Score -2715780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2715785.250000 Penalty: 4912.674805
	Iteration 63Q: 3 clusters Score -2715785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2715783.250000 Penalty: 4912.674805
	Iteration 64Q: 3 clusters Score -2715783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2715790.750000 Penalty: 4912.674805
	Iteration 65Q: 3 clusters Score -2715791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2715786.750000 Penalty: 4912.674805
	Iteration 66Q: 3 clusters Score -2715787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2715785.000000 Penalty: 4912.674805
	Iteration 67Q: 3 clusters Score -2715785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2715786.500000 Penalty: 4912.674805
	Iteration 68Q: 3 clusters Score -2715786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2715783.000000 Penalty: 4912.674805
	Iteration 69Q: 3 clusters Score -2715783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2715784.500000 Penalty: 4912.674805
	Iteration 70Q: 3 clusters Score -2715784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2715784.500000 Penalty: 4912.674805
	Iteration 71F: 3 clusters Score -2715784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -22916.292969 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -22916.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21967.546875 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -21967.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22205.566406 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22205.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22425.169922 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -22425.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22480.845703 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22480.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22520.460938 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -22520.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22538.511719 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -22538.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22549.619141 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -22549.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22554.220703 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -22554.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22586.230469 Penalty: 2697.287354
	Iteration 8Q: 3 clusters Score -22586.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22625.744141 Penalty: 2697.287354
	Iteration 9Q: 3 clusters Score -22625.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22686.710938 Penalty: 2697.287354
	Iteration 10Q: 3 clusters Score -22686.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22712.634766 Penalty: 2697.287354
	Iteration 11Q: 3 clusters Score -22712.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22718.984375 Penalty: 2697.287354
	Iteration 12Q: 3 clusters Score -22718.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22718.984375 Penalty: 2697.287354
	Iteration 13F: 3 clusters Score -22718.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -677375.875000 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -677375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -672668.687500 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -672668.7 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -673916.125000 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -673916.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -674233.687500 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -674233.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -674571.062500 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -674571.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -674960.125000 Penalty: 4252.492188
	Iteration 4F: 3 clusters Score -674960.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -675291.625000 Penalty: 4252.492188
	Iteration 5F: 3 clusters Score -675291.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -675651.000000 Penalty: 4252.492188
	Iteration 6F: 3 clusters Score -675651 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -676016.437500 Penalty: 4252.492188
	Iteration 7F: 3 clusters Score -676016.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -676374.500000 Penalty: 4252.492188
	Iteration 8F: 3 clusters Score -676374.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -676591.437500 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -676591.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -676701.375000 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -676701.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -676766.500000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -676766.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -676805.125000 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -676805.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -676836.062500 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -676836.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -676852.250000 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -676852.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -676870.500000 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -676870.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -676882.062500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -676882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -676892.562500 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -676892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -676903.000000 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -676903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -676918.562500 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -676918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -676941.750000 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -676941.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -676976.812500 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -676976.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -676997.062500 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -676997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -677009.687500 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -677009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -677016.687500 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -677016.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -677021.875000 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -677021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -677022.750000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -677022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -677024.812500 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -677024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -677025.250000 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -677025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -677026.062500 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -677026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -677026.062500 Penalty: 4252.492188
	Iteration 30F: 3 clusters Score -677026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Entering Unmasked Estep 
Score: -15860127.000000 Penalty: 2895.906250
	Iteration 0F: 2 clusters Score -1.586013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -15783710.000000 Penalty: 5791.812500
	Iteration 0F: 3 clusters Score -1.578371e+07 nChanged 56148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -15815534.000000 Penalty: 5791.812500
	Iteration 1F: 3 clusters Score -1.581553e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -15816118.000000 Penalty: 5791.812500
	Iteration 2Q: 3 clusters Score -1.581612e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -15816760.000000 Penalty: 5791.812500
	Iteration 3Q: 3 clusters Score -1.581676e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -15817579.000000 Penalty: 5791.812500
	Iteration 4Q: 3 clusters Score -1.581758e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -15818402.000000 Penalty: 5791.812500
	Iteration 5Q: 3 clusters Score -1.58184e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -15819664.000000 Penalty: 5791.812500
	Iteration 6Q: 3 clusters Score -1.581966e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -15821555.000000 Penalty: 5791.812500
	Iteration 7Q: 3 clusters Score -1.582156e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -15824266.000000 Penalty: 5791.812500
	Iteration 8Q: 3 clusters Score -1.582427e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -15828851.000000 Penalty: 5791.812500
	Iteration 9F: 3 clusters Score -1.582885e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -15835293.000000 Penalty: 5791.812500
	Iteration 10F: 3 clusters Score -1.583529e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -15841659.000000 Penalty: 5791.812500
	Iteration 11F: 3 clusters Score -1.584166e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -15845443.000000 Penalty: 5791.812500
	Iteration 12F: 3 clusters Score -1.584544e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -15846906.000000 Penalty: 5791.812500
	Iteration 13Q: 3 clusters Score -1.584691e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -15847505.000000 Penalty: 5791.812500
	Iteration 14Q: 3 clusters Score -1.58475e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -15847893.000000 Penalty: 5791.812500
	Iteration 15Q: 3 clusters Score -1.584789e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -15848228.000000 Penalty: 5791.812500
	Iteration 16Q: 3 clusters Score -1.584823e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -15848588.000000 Penalty: 5791.812500
	Iteration 17Q: 3 clusters Score -1.584859e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -15848874.000000 Penalty: 5791.812500
	Iteration 18Q: 3 clusters Score -1.584887e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -15849275.000000 Penalty: 5791.812500
	Iteration 19Q: 3 clusters Score -1.584928e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -15849669.000000 Penalty: 5791.812500
	Iteration 20F: 3 clusters Score -1.584967e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -15850094.000000 Penalty: 5791.812500
	Iteration 21Q: 3 clusters Score -1.585009e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -15850557.000000 Penalty: 5791.812500
	Iteration 22Q: 3 clusters Score -1.585056e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -15850983.000000 Penalty: 5791.812500
	Iteration 23Q: 3 clusters Score -1.585098e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -15851333.000000 Penalty: 5791.812500
	Iteration 24Q: 3 clusters Score -1.585133e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -15851715.000000 Penalty: 5791.812500
	Iteration 25Q: 3 clusters Score -1.585172e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -15852059.000000 Penalty: 5791.812500
	Iteration 26Q: 3 clusters Score -1.585206e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -15852279.000000 Penalty: 5791.812500
	Iteration 27Q: 3 clusters Score -1.585228e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -15852508.000000 Penalty: 5791.812500
	Iteration 28Q: 3 clusters Score -1.585251e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -15852617.000000 Penalty: 5791.812500
	Iteration 29Q: 3 clusters Score -1.585262e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -15852667.000000 Penalty: 5791.812500
	Iteration 30Q: 3 clusters Score -1.585267e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -15852702.000000 Penalty: 5791.812500
	Iteration 31Q: 3 clusters Score -1.58527e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -15852798.000000 Penalty: 5791.812500
	Iteration 32Q: 3 clusters Score -1.58528e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -15852767.000000 Penalty: 5791.812500
	Iteration 33Q: 3 clusters Score -1.585277e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -15852780.000000 Penalty: 5791.812500
	Iteration 34Q: 3 clusters Score -1.585278e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -15852742.000000 Penalty: 5791.812500
	Iteration 35Q: 3 clusters Score -1.585274e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -15852743.000000 Penalty: 5791.812500
	Iteration 36Q: 3 clusters Score -1.585274e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -15852758.000000 Penalty: 5791.812500
	Iteration 37Q: 3 clusters Score -1.585276e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -15852741.000000 Penalty: 5791.812500
	Iteration 38Q: 3 clusters Score -1.585274e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -15852727.000000 Penalty: 5791.812500
	Iteration 39Q: 3 clusters Score -1.585273e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -15852744.000000 Penalty: 5791.812500
	Iteration 40F: 3 clusters Score -1.585274e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -15852712.000000 Penalty: 5791.812500
	Iteration 41Q: 3 clusters Score -1.585271e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -15852709.000000 Penalty: 5791.812500
	Iteration 42Q: 3 clusters Score -1.585271e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -15852678.000000 Penalty: 5791.812500
	Iteration 43Q: 3 clusters Score -1.585268e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -15852706.000000 Penalty: 5791.812500
	Iteration 44Q: 3 clusters Score -1.585271e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -15852705.000000 Penalty: 5791.812500
	Iteration 45Q: 3 clusters Score -1.58527e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -15852698.000000 Penalty: 5791.812500
	Iteration 46Q: 3 clusters Score -1.58527e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -15852704.000000 Penalty: 5791.812500
	Iteration 47Q: 3 clusters Score -1.58527e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -15852674.000000 Penalty: 5791.812500
	Iteration 48Q: 3 clusters Score -1.585267e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -15852660.000000 Penalty: 5791.812500
	Iteration 49Q: 3 clusters Score -1.585266e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -15852661.000000 Penalty: 5791.812500
	Iteration 50Q: 3 clusters Score -1.585266e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -15852674.000000 Penalty: 5791.812500
	Iteration 51Q: 3 clusters Score -1.585267e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -15852660.000000 Penalty: 5791.812500
	Iteration 52Q: 3 clusters Score -1.585266e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -15852627.000000 Penalty: 5791.812500
	Iteration 53Q: 3 clusters Score -1.585263e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -15852598.000000 Penalty: 5791.812500
	Iteration 54Q: 3 clusters Score -1.58526e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -15852618.000000 Penalty: 5791.812500
	Iteration 55Q: 3 clusters Score -1.585262e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -15852613.000000 Penalty: 5791.812500
	Iteration 56Q: 3 clusters Score -1.585261e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -15852624.000000 Penalty: 5791.812500
	Iteration 57Q: 3 clusters Score -1.585262e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -15852618.000000 Penalty: 5791.812500
	Iteration 58Q: 3 clusters Score -1.585262e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -15852577.000000 Penalty: 5791.812500
	Iteration 59Q: 3 clusters Score -1.585258e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -15852586.000000 Penalty: 5791.812500
	Iteration 60F: 3 clusters Score -1.585259e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -15852593.000000 Penalty: 5791.812500
	Iteration 61Q: 3 clusters Score -1.585259e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -15852595.000000 Penalty: 5791.812500
	Iteration 62Q: 3 clusters Score -1.58526e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -15852585.000000 Penalty: 5791.812500
	Iteration 63Q: 3 clusters Score -1.585258e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -15852571.000000 Penalty: 5791.812500
	Iteration 64Q: 3 clusters Score -1.585257e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -15852599.000000 Penalty: 5791.812500
	Iteration 65Q: 3 clusters Score -1.58526e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -15852583.000000 Penalty: 5791.812500
	Iteration 66Q: 3 clusters Score -1.585258e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -15852584.000000 Penalty: 5791.812500
	Iteration 67Q: 3 clusters Score -1.585258e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -15852574.000000 Penalty: 5791.812500
	Iteration 68Q: 3 clusters Score -1.585257e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -15852533.000000 Penalty: 5791.812500
	Iteration 69Q: 3 clusters Score -1.585253e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -15852542.000000 Penalty: 5791.812500
	Iteration 70Q: 3 clusters Score -1.585254e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -15852547.000000 Penalty: 5791.812500
	Iteration 71Q: 3 clusters Score -1.585255e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -15852549.000000 Penalty: 5791.812500
	Iteration 72Q: 3 clusters Score -1.585255e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -15852549.000000 Penalty: 5791.812500
	Iteration 73Q: 3 clusters Score -1.585255e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -15852542.000000 Penalty: 5791.812500
	Iteration 74Q: 3 clusters Score -1.585254e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -15852564.000000 Penalty: 5791.812500
	Iteration 75Q: 3 clusters Score -1.585256e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -15852598.000000 Penalty: 5791.812500
	Iteration 76Q: 3 clusters Score -1.58526e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -15852572.000000 Penalty: 5791.812500
	Iteration 77Q: 3 clusters Score -1.585257e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -15852530.000000 Penalty: 5791.812500
	Iteration 78Q: 3 clusters Score -1.585253e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -15852568.000000 Penalty: 5791.812500
	Iteration 79Q: 3 clusters Score -1.585257e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -15852544.000000 Penalty: 5791.812500
	Iteration 80F: 3 clusters Score -1.585254e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -15852542.000000 Penalty: 5791.812500
	Iteration 81Q: 3 clusters Score -1.585254e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -15852514.000000 Penalty: 5791.812500
	Iteration 82Q: 3 clusters Score -1.585251e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -15852537.000000 Penalty: 5791.812500
	Iteration 83Q: 3 clusters Score -1.585254e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -15852499.000000 Penalty: 5791.812500
	Iteration 84Q: 3 clusters Score -1.58525e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -15852568.000000 Penalty: 5791.812500
	Iteration 85Q: 3 clusters Score -1.585257e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -15852567.000000 Penalty: 5791.812500
	Iteration 86Q: 3 clusters Score -1.585257e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -15852627.000000 Penalty: 5791.812500
	Iteration 87Q: 3 clusters Score -1.585263e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -15852624.000000 Penalty: 5791.812500
	Iteration 88Q: 3 clusters Score -1.585262e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -15852686.000000 Penalty: 5791.812500
	Iteration 89Q: 3 clusters Score -1.585269e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -15852751.000000 Penalty: 5791.812500
	Iteration 90Q: 3 clusters Score -1.585275e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -15852764.000000 Penalty: 5791.812500
	Iteration 91Q: 3 clusters Score -1.585276e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -15852806.000000 Penalty: 5791.812500
	Iteration 92Q: 3 clusters Score -1.585281e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -15852860.000000 Penalty: 5791.812500
	Iteration 93Q: 3 clusters Score -1.585286e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -15852918.000000 Penalty: 5791.812500
	Iteration 94Q: 3 clusters Score -1.585292e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -15853040.000000 Penalty: 5791.812500
	Iteration 95Q: 3 clusters Score -1.585304e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -15853104.000000 Penalty: 5791.812500
	Iteration 96Q: 3 clusters Score -1.58531e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -15853112.000000 Penalty: 5791.812500
	Iteration 97Q: 3 clusters Score -1.585311e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -15853217.000000 Penalty: 5791.812500
	Iteration 98Q: 3 clusters Score -1.585322e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -15853401.000000 Penalty: 5791.812500
	Iteration 99Q: 3 clusters Score -1.58534e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -15853633.000000 Penalty: 5791.812500
	Iteration 100F: 3 clusters Score -1.585363e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -15853903.000000 Penalty: 5791.812500
	Iteration 101Q: 3 clusters Score -1.58539e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -15854220.000000 Penalty: 5791.812500
	Iteration 102Q: 3 clusters Score -1.585422e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -15854611.000000 Penalty: 5791.812500
	Iteration 103Q: 3 clusters Score -1.585461e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -15854928.000000 Penalty: 5791.812500
	Iteration 104Q: 3 clusters Score -1.585493e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -15855288.000000 Penalty: 5791.812500
	Iteration 105Q: 3 clusters Score -1.585529e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -15855475.000000 Penalty: 5791.812500
	Iteration 106Q: 3 clusters Score -1.585548e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -15855739.000000 Penalty: 5791.812500
	Iteration 107Q: 3 clusters Score -1.585574e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -15855880.000000 Penalty: 5791.812500
	Iteration 108Q: 3 clusters Score -1.585588e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -15856085.000000 Penalty: 5791.812500
	Iteration 109Q: 3 clusters Score -1.585608e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -15856287.000000 Penalty: 5791.812500
	Iteration 110Q: 3 clusters Score -1.585629e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -15856399.000000 Penalty: 5791.812500
	Iteration 111Q: 3 clusters Score -1.58564e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -15856520.000000 Penalty: 5791.812500
	Iteration 112Q: 3 clusters Score -1.585652e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -15856622.000000 Penalty: 5791.812500
	Iteration 113Q: 3 clusters Score -1.585662e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -15856671.000000 Penalty: 5791.812500
	Iteration 114Q: 3 clusters Score -1.585667e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 108144 members 
Entering Unmasked Estep 
Score: -15856717.000000 Penalty: 5791.812500
	Iteration 115Q: 3 clusters Score -1.585672e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -15856765.000000 Penalty: 5791.812500
	Iteration 116Q: 3 clusters Score -1.585676e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -15856821.000000 Penalty: 5791.812500
	Iteration 117Q: 3 clusters Score -1.585682e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -15856880.000000 Penalty: 5791.812500
	Iteration 118Q: 3 clusters Score -1.585688e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -15856981.000000 Penalty: 5791.812500
	Iteration 119Q: 3 clusters Score -1.585698e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 109738 members 
Entering Unmasked Estep 
Score: -15856998.000000 Penalty: 5791.812500
	Iteration 120F: 3 clusters Score -1.5857e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -15857069.000000 Penalty: 5791.812500
	Iteration 121Q: 3 clusters Score -1.585707e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -15857099.000000 Penalty: 5791.812500
	Iteration 122Q: 3 clusters Score -1.58571e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 110549 members 
Entering Unmasked Estep 
Score: -15857146.000000 Penalty: 5791.812500
	Iteration 123Q: 3 clusters Score -1.585715e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -15857213.000000 Penalty: 5791.812500
	Iteration 124Q: 3 clusters Score -1.585721e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -15857227.000000 Penalty: 5791.812500
	Iteration 125Q: 3 clusters Score -1.585723e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -15857255.000000 Penalty: 5791.812500
	Iteration 126Q: 3 clusters Score -1.585726e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -15857281.000000 Penalty: 5791.812500
	Iteration 127Q: 3 clusters Score -1.585728e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -15857308.000000 Penalty: 5791.812500
	Iteration 128Q: 3 clusters Score -1.585731e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -15857345.000000 Penalty: 5791.812500
	Iteration 129Q: 3 clusters Score -1.585734e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -15857378.000000 Penalty: 5791.812500
	Iteration 130Q: 3 clusters Score -1.585738e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -15857400.000000 Penalty: 5791.812500
	Iteration 131Q: 3 clusters Score -1.58574e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 112213 members 
Entering Unmasked Estep 
Score: -15857424.000000 Penalty: 5791.812500
	Iteration 132Q: 3 clusters Score -1.585742e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -15857434.000000 Penalty: 5791.812500
	Iteration 133Q: 3 clusters Score -1.585743e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -15857456.000000 Penalty: 5791.812500
	Iteration 134Q: 3 clusters Score -1.585746e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -15857473.000000 Penalty: 5791.812500
	Iteration 135Q: 3 clusters Score -1.585747e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -15857470.000000 Penalty: 5791.812500
	Iteration 136Q: 3 clusters Score -1.585747e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -15857479.000000 Penalty: 5791.812500
	Iteration 137Q: 3 clusters Score -1.585748e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 112715 members 
Entering Unmasked Estep 
Score: -15857493.000000 Penalty: 5791.812500
	Iteration 138Q: 3 clusters Score -1.585749e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -15857484.000000 Penalty: 5791.812500
	Iteration 139Q: 3 clusters Score -1.585748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -15857511.000000 Penalty: 5791.812500
	Iteration 140F: 3 clusters Score -1.585751e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -15857488.000000 Penalty: 5791.812500
	Iteration 141Q: 3 clusters Score -1.585749e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -15857479.000000 Penalty: 5791.812500
	Iteration 142Q: 3 clusters Score -1.585748e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -15857499.000000 Penalty: 5791.812500
	Iteration 143Q: 3 clusters Score -1.58575e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -15857501.000000 Penalty: 5791.812500
	Iteration 144Q: 3 clusters Score -1.58575e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -15857509.000000 Penalty: 5791.812500
	Iteration 145Q: 3 clusters Score -1.585751e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -15857533.000000 Penalty: 5791.812500
	Iteration 146Q: 3 clusters Score -1.585753e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -15857533.000000 Penalty: 5791.812500
	Iteration 147Q: 3 clusters Score -1.585753e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 113331 members 
Entering Unmasked Estep 
Score: -15857531.000000 Penalty: 5791.812500
	Iteration 148Q: 3 clusters Score -1.585753e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -15857557.000000 Penalty: 5791.812500
	Iteration 149Q: 3 clusters Score -1.585756e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -15857558.000000 Penalty: 5791.812500
	Iteration 150Q: 3 clusters Score -1.585756e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -15857563.000000 Penalty: 5791.812500
	Iteration 151Q: 3 clusters Score -1.585756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -15857587.000000 Penalty: 5791.812500
	Iteration 152Q: 3 clusters Score -1.585759e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -15857593.000000 Penalty: 5791.812500
	Iteration 153Q: 3 clusters Score -1.585759e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 113614 members 
Entering Unmasked Estep 
Score: -15857616.000000 Penalty: 5791.812500
	Iteration 154Q: 3 clusters Score -1.585762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -15857631.000000 Penalty: 5791.812500
	Iteration 155Q: 3 clusters Score -1.585763e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -15857636.000000 Penalty: 5791.812500
	Iteration 156Q: 3 clusters Score -1.585764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -15857666.000000 Penalty: 5791.812500
	Iteration 157Q: 3 clusters Score -1.585767e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 113756 members 
Entering Unmasked Estep 
Score: -15857664.000000 Penalty: 5791.812500
	Iteration 158Q: 3 clusters Score -1.585766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 113800 members 
Entering Unmasked Estep 
Score: -15857694.000000 Penalty: 5791.812500
	Iteration 159Q: 3 clusters Score -1.585769e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 113841 members 
Entering Unmasked Estep 
Score: -15857676.000000 Penalty: 5791.812500
	Iteration 160F: 3 clusters Score -1.585768e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -15857680.000000 Penalty: 5791.812500
	Iteration 161Q: 3 clusters Score -1.585768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -15857696.000000 Penalty: 5791.812500
	Iteration 162Q: 3 clusters Score -1.58577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 113955 members 
Entering Unmasked Estep 
Score: -15857704.000000 Penalty: 5791.812500
	Iteration 163Q: 3 clusters Score -1.58577e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -15857702.000000 Penalty: 5791.812500
	Iteration 164Q: 3 clusters Score -1.58577e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -15857695.000000 Penalty: 5791.812500
	Iteration 165Q: 3 clusters Score -1.58577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -15857678.000000 Penalty: 5791.812500
	Iteration 166Q: 3 clusters Score -1.585768e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -15857682.000000 Penalty: 5791.812500
	Iteration 167Q: 3 clusters Score -1.585768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -15857699.000000 Penalty: 5791.812500
	Iteration 168Q: 3 clusters Score -1.58577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -15857688.000000 Penalty: 5791.812500
	Iteration 169Q: 3 clusters Score -1.585769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -15857678.000000 Penalty: 5791.812500
	Iteration 170Q: 3 clusters Score -1.585768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -15857690.000000 Penalty: 5791.812500
	Iteration 171Q: 3 clusters Score -1.585769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -15857697.000000 Penalty: 5791.812500
	Iteration 172Q: 3 clusters Score -1.58577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -15857691.000000 Penalty: 5791.812500
	Iteration 173Q: 3 clusters Score -1.585769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -15857718.000000 Penalty: 5791.812500
	Iteration 174Q: 3 clusters Score -1.585772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 114224 members 
Entering Unmasked Estep 
Score: -15857704.000000 Penalty: 5791.812500
	Iteration 175Q: 3 clusters Score -1.58577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -15857720.000000 Penalty: 5791.812500
	Iteration 176Q: 3 clusters Score -1.585772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -15857731.000000 Penalty: 5791.812500
	Iteration 177Q: 3 clusters Score -1.585773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -15857726.000000 Penalty: 5791.812500
	Iteration 178Q: 3 clusters Score -1.585773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -15857735.000000 Penalty: 5791.812500
	Iteration 179Q: 3 clusters Score -1.585774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 114310 members 
Entering Unmasked Estep 
Score: -15857752.000000 Penalty: 5791.812500
	Iteration 180F: 3 clusters Score -1.585775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 114327 members 
Entering Unmasked Estep 
Score: -15857754.000000 Penalty: 5791.812500
	Iteration 181Q: 3 clusters Score -1.585775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -15857774.000000 Penalty: 5791.812500
	Iteration 182Q: 3 clusters Score -1.585777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -15857780.000000 Penalty: 5791.812500
	Iteration 183Q: 3 clusters Score -1.585778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -15857773.000000 Penalty: 5791.812500
	Iteration 184Q: 3 clusters Score -1.585777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -15857785.000000 Penalty: 5791.812500
	Iteration 185Q: 3 clusters Score -1.585778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -15857793.000000 Penalty: 5791.812500
	Iteration 186Q: 3 clusters Score -1.585779e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -15857804.000000 Penalty: 5791.812500
	Iteration 187Q: 3 clusters Score -1.58578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 114483 members 
Entering Unmasked Estep 
Score: -15857781.000000 Penalty: 5791.812500
	Iteration 188Q: 3 clusters Score -1.585778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -15857811.000000 Penalty: 5791.812500
	Iteration 189Q: 3 clusters Score -1.585781e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -15857813.000000 Penalty: 5791.812500
	Iteration 190Q: 3 clusters Score -1.585781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 114576 members 
Entering Unmasked Estep 
Score: -15857812.000000 Penalty: 5791.812500
	Iteration 191Q: 3 clusters Score -1.585781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -15857834.000000 Penalty: 5791.812500
	Iteration 192Q: 3 clusters Score -1.585783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -15857832.000000 Penalty: 5791.812500
	Iteration 193Q: 3 clusters Score -1.585783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -15857813.000000 Penalty: 5791.812500
	Iteration 194Q: 3 clusters Score -1.585781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -15857817.000000 Penalty: 5791.812500
	Iteration 195Q: 3 clusters Score -1.585782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -15857813.000000 Penalty: 5791.812500
	Iteration 196Q: 3 clusters Score -1.585781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -15857817.000000 Penalty: 5791.812500
	Iteration 197Q: 3 clusters Score -1.585782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -15857829.000000 Penalty: 5791.812500
	Iteration 198Q: 3 clusters Score -1.585783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 114711 members 
Entering Unmasked Estep 
Score: -15857833.000000 Penalty: 5791.812500
	Iteration 199Q: 3 clusters Score -1.585783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -15857840.000000 Penalty: 5791.812500
	Iteration 200F: 3 clusters Score -1.585784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -15857839.000000 Penalty: 5791.812500
	Iteration 201Q: 3 clusters Score -1.585784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 114758 members 
Entering Unmasked Estep 
Score: -15857849.000000 Penalty: 5791.812500
	Iteration 202Q: 3 clusters Score -1.585785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -15857854.000000 Penalty: 5791.812500
	Iteration 203Q: 3 clusters Score -1.585785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -15857853.000000 Penalty: 5791.812500
	Iteration 204Q: 3 clusters Score -1.585785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -15857859.000000 Penalty: 5791.812500
	Iteration 205Q: 3 clusters Score -1.585786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -15857863.000000 Penalty: 5791.812500
	Iteration 206Q: 3 clusters Score -1.585786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -15857878.000000 Penalty: 5791.812500
	Iteration 207Q: 3 clusters Score -1.585788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -15857879.000000 Penalty: 5791.812500
	Iteration 208Q: 3 clusters Score -1.585788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -15857881.000000 Penalty: 5791.812500
	Iteration 209Q: 3 clusters Score -1.585788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -15857887.000000 Penalty: 5791.812500
	Iteration 210Q: 3 clusters Score -1.585789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -15857874.000000 Penalty: 5791.812500
	Iteration 211Q: 3 clusters Score -1.585787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -15857888.000000 Penalty: 5791.812500
	Iteration 212Q: 3 clusters Score -1.585789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -15857890.000000 Penalty: 5791.812500
	Iteration 213Q: 3 clusters Score -1.585789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -15857887.000000 Penalty: 5791.812500
	Iteration 214Q: 3 clusters Score -1.585789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -15857886.000000 Penalty: 5791.812500
	Iteration 215Q: 3 clusters Score -1.585789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -15857881.000000 Penalty: 5791.812500
	Iteration 216Q: 3 clusters Score -1.585788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -15857883.000000 Penalty: 5791.812500
	Iteration 217Q: 3 clusters Score -1.585788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -15857887.000000 Penalty: 5791.812500
	Iteration 218Q: 3 clusters Score -1.585789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 114847 members 
Entering Unmasked Estep 
Score: -15857890.000000 Penalty: 5791.812500
	Iteration 219Q: 3 clusters Score -1.585789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -15857881.000000 Penalty: 5791.812500
	Iteration 220F: 3 clusters Score -1.585788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -15857890.000000 Penalty: 5791.812500
	Iteration 221Q: 3 clusters Score -1.585789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -15857885.000000 Penalty: 5791.812500
	Iteration 222Q: 3 clusters Score -1.585788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -15857893.000000 Penalty: 5791.812500
	Iteration 223Q: 3 clusters Score -1.585789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -15857884.000000 Penalty: 5791.812500
	Iteration 224Q: 3 clusters Score -1.585788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -15857888.000000 Penalty: 5791.812500
	Iteration 225Q: 3 clusters Score -1.585789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -15857889.000000 Penalty: 5791.812500
	Iteration 226Q: 3 clusters Score -1.585789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -15857872.000000 Penalty: 5791.812500
	Iteration 227Q: 3 clusters Score -1.585787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 114883 members 
Entering Unmasked Estep 
Score: -15857884.000000 Penalty: 5791.812500
	Iteration 228Q: 3 clusters Score -1.585788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -15857902.000000 Penalty: 5791.812500
	Iteration 229Q: 3 clusters Score -1.58579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -15857899.000000 Penalty: 5791.812500
	Iteration 230Q: 3 clusters Score -1.58579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -15857911.000000 Penalty: 5791.812500
	Iteration 231Q: 3 clusters Score -1.585791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -15857906.000000 Penalty: 5791.812500
	Iteration 232Q: 3 clusters Score -1.585791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 114919 members 
Entering Unmasked Estep 
Score: -15857912.000000 Penalty: 5791.812500
	Iteration 233Q: 3 clusters Score -1.585791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -15857905.000000 Penalty: 5791.812500
	Iteration 234Q: 3 clusters Score -1.58579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -15857908.000000 Penalty: 5791.812500
	Iteration 235Q: 3 clusters Score -1.585791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -15857909.000000 Penalty: 5791.812500
	Iteration 236Q: 3 clusters Score -1.585791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -15857910.000000 Penalty: 5791.812500
	Iteration 237Q: 3 clusters Score -1.585791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 114945 members 
Entering Unmasked Estep 
Score: -15857909.000000 Penalty: 5791.812500
	Iteration 238Q: 3 clusters Score -1.585791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -15857919.000000 Penalty: 5791.812500
	Iteration 239Q: 3 clusters Score -1.585792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -15857918.000000 Penalty: 5791.812500
	Iteration 240F: 3 clusters Score -1.585792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -15857919.000000 Penalty: 5791.812500
	Iteration 241Q: 3 clusters Score -1.585792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -15857908.000000 Penalty: 5791.812500
	Iteration 242Q: 3 clusters Score -1.585791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 114988 members 
Entering Unmasked Estep 
Score: -15857921.000000 Penalty: 5791.812500
	Iteration 243Q: 3 clusters Score -1.585792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -15857925.000000 Penalty: 5791.812500
	Iteration 244Q: 3 clusters Score -1.585792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -15857935.000000 Penalty: 5791.812500
	Iteration 245Q: 3 clusters Score -1.585794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -15857929.000000 Penalty: 5791.812500
	Iteration 246Q: 3 clusters Score -1.585793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -15857939.000000 Penalty: 5791.812500
	Iteration 247Q: 3 clusters Score -1.585794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -15857946.000000 Penalty: 5791.812500
	Iteration 248Q: 3 clusters Score -1.585795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -15857933.000000 Penalty: 5791.812500
	Iteration 249Q: 3 clusters Score -1.585793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -15857941.000000 Penalty: 5791.812500
	Iteration 250Q: 3 clusters Score -1.585794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -15857963.000000 Penalty: 5791.812500
	Iteration 251Q: 3 clusters Score -1.585796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -15857945.000000 Penalty: 5791.812500
	Iteration 252Q: 3 clusters Score -1.585794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -15857956.000000 Penalty: 5791.812500
	Iteration 253Q: 3 clusters Score -1.585796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -15857958.000000 Penalty: 5791.812500
	Iteration 254Q: 3 clusters Score -1.585796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -15857961.000000 Penalty: 5791.812500
	Iteration 255Q: 3 clusters Score -1.585796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -15857961.000000 Penalty: 5791.812500
	Iteration 256Q: 3 clusters Score -1.585796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -15857957.000000 Penalty: 5791.812500
	Iteration 257Q: 3 clusters Score -1.585796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -15857961.000000 Penalty: 5791.812500
	Iteration 258Q: 3 clusters Score -1.585796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -15857958.000000 Penalty: 5791.812500
	Iteration 259Q: 3 clusters Score -1.585796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -15857954.000000 Penalty: 5791.812500
	Iteration 260F: 3 clusters Score -1.585795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -15857965.000000 Penalty: 5791.812500
	Iteration 261Q: 3 clusters Score -1.585796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -15857960.000000 Penalty: 5791.812500
	Iteration 262Q: 3 clusters Score -1.585796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -15857966.000000 Penalty: 5791.812500
	Iteration 263Q: 3 clusters Score -1.585797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -15857966.000000 Penalty: 5791.812500
	Iteration 264Q: 3 clusters Score -1.585797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -15857963.000000 Penalty: 5791.812500
	Iteration 265Q: 3 clusters Score -1.585796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -15857959.000000 Penalty: 5791.812500
	Iteration 266Q: 3 clusters Score -1.585796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -15857965.000000 Penalty: 5791.812500
	Iteration 267Q: 3 clusters Score -1.585796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -15857952.000000 Penalty: 5791.812500
	Iteration 268Q: 3 clusters Score -1.585795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 115088 members 
Entering Unmasked Estep 
Score: -15857949.000000 Penalty: 5791.812500
	Iteration 269Q: 3 clusters Score -1.585795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -15857950.000000 Penalty: 5791.812500
	Iteration 270Q: 3 clusters Score -1.585795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -15857963.000000 Penalty: 5791.812500
	Iteration 271Q: 3 clusters Score -1.585796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -15857951.000000 Penalty: 5791.812500
	Iteration 272Q: 3 clusters Score -1.585795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -15857953.000000 Penalty: 5791.812500
	Iteration 273Q: 3 clusters Score -1.585795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -15857954.000000 Penalty: 5791.812500
	Iteration 274Q: 3 clusters Score -1.585795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -15857954.000000 Penalty: 5791.812500
	Iteration 275Q: 3 clusters Score -1.585795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -15857956.000000 Penalty: 5791.812500
	Iteration 276Q: 3 clusters Score -1.585796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -15857950.000000 Penalty: 5791.812500
	Iteration 277Q: 3 clusters Score -1.585795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 115116 members 
Entering Unmasked Estep 
Score: -15857951.000000 Penalty: 5791.812500
	Iteration 278Q: 3 clusters Score -1.585795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -15857950.000000 Penalty: 5791.812500
	Iteration 279Q: 3 clusters Score -1.585795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -15857954.000000 Penalty: 5791.812500
	Iteration 280F: 3 clusters Score -1.585795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -15857965.000000 Penalty: 5791.812500
	Iteration 281Q: 3 clusters Score -1.585796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -15857969.000000 Penalty: 5791.812500
	Iteration 282Q: 3 clusters Score -1.585797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -15857979.000000 Penalty: 5791.812500
	Iteration 283Q: 3 clusters Score -1.585798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -15857970.000000 Penalty: 5791.812500
	Iteration 284Q: 3 clusters Score -1.585797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 115141 members 
Entering Unmasked Estep 
Score: -15857975.000000 Penalty: 5791.812500
	Iteration 285Q: 3 clusters Score -1.585798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 115145 members 
Entering Unmasked Estep 
Score: -15857977.000000 Penalty: 5791.812500
	Iteration 286Q: 3 clusters Score -1.585798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 115149 members 
Entering Unmasked Estep 
Score: -15857980.000000 Penalty: 5791.812500
	Iteration 287Q: 3 clusters Score -1.585798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -15857978.000000 Penalty: 5791.812500
	Iteration 288Q: 3 clusters Score -1.585798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -15857982.000000 Penalty: 5791.812500
	Iteration 289Q: 3 clusters Score -1.585798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -15857978.000000 Penalty: 5791.812500
	Iteration 290Q: 3 clusters Score -1.585798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -15857975.000000 Penalty: 5791.812500
	Iteration 291Q: 3 clusters Score -1.585798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -15857968.000000 Penalty: 5791.812500
	Iteration 292Q: 3 clusters Score -1.585797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 115158 members 
Entering Unmasked Estep 
Score: -15857975.000000 Penalty: 5791.812500
	Iteration 293Q: 3 clusters Score -1.585798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 115158 members 
Entering Unmasked Estep 
Score: -15857975.000000 Penalty: 5791.812500
	Iteration 294F: 3 clusters Score -1.585798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -91981.726562 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -91981.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90245.773438 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -90245.77 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90758.140625 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -90758.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91075.046875 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -91075.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91401.765625 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -91401.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91590.382812 Penalty: 3327.814941
	Iteration 4F: 3 clusters Score -91590.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91702.273438 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -91702.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91835.492188 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -91835.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91909.234375 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -91909.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91991.078125 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -91991.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -92017.695312 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -92017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92043.750000 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -92043.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92072.820312 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -92072.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92093.085938 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -92093.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92110.929688 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -92110.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92126.015625 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -92126.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92133.796875 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -92133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92138.328125 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -92138.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92147.226562 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -92147.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92162.687500 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -92162.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92177.937500 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -92177.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92179.226562 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -92179.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47824 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117835 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 442 members 
Entering Unmasked Estep 
Score: -62773764.000000 Penalty: 71329.296875
Splitting cluster 15 changes total score from -62775116.000000 to -62773764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (139561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139561 members 
Entering Unmasked Estep 
Score: -18684628.000000 Penalty: 2937.871826
	Iteration 0F: 2 clusters Score -1.868463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -18598332.000000 Penalty: 5875.743652
	Iteration 0F: 3 clusters Score -1.859833e+07 nChanged 66552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -18637894.000000 Penalty: 5875.743652
	Iteration 1F: 3 clusters Score -1.863789e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -18639474.000000 Penalty: 5875.743652
	Iteration 2Q: 3 clusters Score -1.863947e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -18642158.000000 Penalty: 5875.743652
	Iteration 3Q: 3 clusters Score -1.864216e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -18647018.000000 Penalty: 5875.743652
	Iteration 4F: 3 clusters Score -1.864702e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -18654856.000000 Penalty: 5875.743652
	Iteration 5F: 3 clusters Score -1.865486e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -18664266.000000 Penalty: 5875.743652
	Iteration 6F: 3 clusters Score -1.866427e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116796 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -18672392.000000 Penalty: 5875.743652
	Iteration 7F: 3 clusters Score -1.867239e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125217 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -18677928.000000 Penalty: 5875.743652
	Iteration 8F: 3 clusters Score -1.867793e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130923 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -18680128.000000 Penalty: 5875.743652
	Iteration 9Q: 3 clusters Score -1.868013e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134670 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -18681452.000000 Penalty: 5875.743652
	Iteration 10Q: 3 clusters Score -1.868145e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136841 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -18681930.000000 Penalty: 5875.743652
	Iteration 11Q: 3 clusters Score -1.868193e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137983 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -18682074.000000 Penalty: 5875.743652
	Iteration 12Q: 3 clusters Score -1.868207e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138560 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -18682186.000000 Penalty: 5875.743652
	Iteration 13Q: 3 clusters Score -1.868219e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138827 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -18682292.000000 Penalty: 5875.743652
	Iteration 14Q: 3 clusters Score -1.868229e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138967 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18682326.000000 Penalty: 5875.743652
	Iteration 15Q: 3 clusters Score -1.868233e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18682372.000000 Penalty: 5875.743652
	Iteration 16Q: 3 clusters Score -1.868237e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18682384.000000 Penalty: 5875.743652
	Iteration 17Q: 3 clusters Score -1.868238e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -18682412.000000 Penalty: 5875.743652
	Iteration 18Q: 3 clusters Score -1.868241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -18682396.000000 Penalty: 5875.743652
	Iteration 19Q: 3 clusters Score -1.86824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139128 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -18682422.000000 Penalty: 5875.743652
	Iteration 20F: 3 clusters Score -1.868242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139143 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -18682404.000000 Penalty: 5875.743652
	Iteration 21Q: 3 clusters Score -1.86824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139154 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -18682408.000000 Penalty: 5875.743652
	Iteration 22Q: 3 clusters Score -1.868241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -18682412.000000 Penalty: 5875.743652
	Iteration 23Q: 3 clusters Score -1.868241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139160 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18682414.000000 Penalty: 5875.743652
	Iteration 24Q: 3 clusters Score -1.868241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -18682424.000000 Penalty: 5875.743652
	Iteration 25Q: 3 clusters Score -1.868242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18682430.000000 Penalty: 5875.743652
	Iteration 26Q: 3 clusters Score -1.868243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18682430.000000 Penalty: 5875.743652
	Iteration 27F: 3 clusters Score -1.868243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31283.599609 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29979.695312 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -29979.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30313.615234 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30313.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30601.478516 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30601.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30937.707031 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -30937.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31205.302734 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -31205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31339.015625 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -31339.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31359.445312 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -31359.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31364.097656 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -31364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31375.597656 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -31375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31385.849609 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -31385.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31385.849609 Penalty: 2912.570557
	Iteration 10F: 3 clusters Score -31385.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47824 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117835 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 147 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 208 members 
Entering Unmasked Estep 
Score: -62773440.000000 Penalty: 71329.296875
Splitting cluster 17 changes total score from -62775116.000000 to -62773440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -401185.468750 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -401185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -397874.125000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -397874.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -398556.093750 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -398556.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -398720.062500 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -398720.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398828.593750 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -398828.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -398888.343750 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -398888.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -398929.812500 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -398929.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -398973.968750 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -398974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -399016.562500 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -399016.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -399053.687500 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -399053.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -399074.312500 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -399074.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -399089.687500 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -399089.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -399104.031250 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -399104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -399125.000000 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -399125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -399148.812500 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -399148.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -399185.406250 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -399185.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -399221.218750 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -399221.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -399266.500000 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -399266.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -399333.593750 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -399333.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -399449.531250 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -399449.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -399635.375000 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -399635.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -399934.968750 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -399935 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -400384.687500 Penalty: 3976.911377
	Iteration 21F: 3 clusters Score -400384.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -400727.812500 Penalty: 3976.911377
	Iteration 22F: 3 clusters Score -400727.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -400920.218750 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -400920.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -400982.687500 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -400982.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -401011.218750 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -401011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -401016.156250 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -401016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -401019.625000 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -401019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -401024.093750 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -401024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -401029.218750 Penalty: 3976.911377
	Iteration 29Q: 3 clusters Score -401029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -401031.406250 Penalty: 3976.911377
	Iteration 30Q: 3 clusters Score -401031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -401031.500000 Penalty: 3976.911377
	Iteration 31Q: 3 clusters Score -401031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -401032.500000 Penalty: 3976.911377
	Iteration 32Q: 3 clusters Score -401032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -401033.656250 Penalty: 3976.911377
	Iteration 33Q: 3 clusters Score -401033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -401033.656250 Penalty: 3976.911377
	Iteration 34F: 3 clusters Score -401033.7 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: -72315.007812 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -72315.01 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 313 members 
Entering Unmasked Estep 
Score: -70686.734375 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -70686.73 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70942.328125 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -70942.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71025.179688 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -71025.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71092.789062 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71092.79 nChanged 27
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: -71207.601562 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -71207.6 nChanged 22
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: -71286.523438 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -71286.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71325.609375 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -71325.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71360.250000 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -71360.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71400.203125 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -71400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71453.718750 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -71453.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71499.304688 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -71499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71515.664062 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -71515.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71523.609375 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -71523.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71533.898438 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -71533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71550.296875 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -71550.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71567.640625 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -71567.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71584.937500 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -71584.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71597.882812 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -71597.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71613.585938 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -71613.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71632.953125 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -71632.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71657.164062 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -71657.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71686.757812 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -71686.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71703.906250 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -71703.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71706.046875 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -71706.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71716.265625 Penalty: 3179.446777
	Iteration 24Q: 3 clusters Score -71716.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71716.265625 Penalty: 3179.446777
	Iteration 25F: 3 clusters Score -71716.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24746.980469 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24746.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23586.367188 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23586.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23752.734375 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23752.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23784.613281 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23784.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23795.664062 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23795.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23795.664062 Penalty: 2697.287354
	Iteration 4F: 3 clusters Score -23795.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -35325.097656 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -35325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34031.035156 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -34031.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34143.585938 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -34143.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34193.183594 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -34193.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34200.347656 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -34200.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34200.347656 Penalty: 2846.937256
	Iteration 4F: 3 clusters Score -34200.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47824 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117835 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775108.000000 Penalty: 68087.054688
Iteration 239Q: 22 clusters Score -6.277511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20023 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117830 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139563 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 68087.054688
Iteration 240F: 22 clusters Score -6.277512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 31628 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117826 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139562 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 68087.054688
Iteration 241Q: 22 clusters Score -6.277512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47822 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117823 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139563 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775140.000000 Penalty: 68087.054688
Iteration 242Q: 22 clusters Score -6.277514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117825 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139563 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775132.000000 Penalty: 68087.054688
Iteration 243Q: 22 clusters Score -6.277513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47821 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117823 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139563 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775120.000000 Penalty: 68087.054688
Iteration 244Q: 22 clusters Score -6.277512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117821 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139564 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775112.000000 Penalty: 68087.054688
Iteration 245Q: 22 clusters Score -6.277511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47818 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117823 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775132.000000 Penalty: 68087.054688
Iteration 246Q: 22 clusters Score -6.277513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47819 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117823 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139559 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775132.000000 Penalty: 68087.054688
Iteration 247Q: 22 clusters Score -6.277513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47819 members 
Mstep: Class 7 contains 31626 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117822 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139559 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 68087.054688
Iteration 248Q: 22 clusters Score -6.277512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47819 members 
Mstep: Class 7 contains 31626 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117819 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139561 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775120.000000 Penalty: 68087.054688
Iteration 249Q: 22 clusters Score -6.277512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47819 members 
Mstep: Class 7 contains 31626 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117815 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139564 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775148.000000 Penalty: 68087.054688
Iteration 250Q: 22 clusters Score -6.277515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31626 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117812 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139565 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775164.000000 Penalty: 68087.054688
Iteration 251Q: 22 clusters Score -6.277516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117811 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139565 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775160.000000 Penalty: 68087.054688
Iteration 252Q: 22 clusters Score -6.277516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117808 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139567 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775152.000000 Penalty: 68087.054688
Iteration 253Q: 22 clusters Score -6.277515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117806 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139570 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775128.000000 Penalty: 68087.054688
Iteration 254Q: 22 clusters Score -6.277513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117804 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139570 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775136.000000 Penalty: 68087.054688
Iteration 255Q: 22 clusters Score -6.277514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117802 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139570 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 68087.054688
Iteration 256Q: 22 clusters Score -6.277512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47819 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117802 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139571 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 68087.054688
Iteration 257Q: 22 clusters Score -6.277512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47818 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117802 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139572 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775104.000000 Penalty: 68087.054688
Iteration 258Q: 22 clusters Score -6.27751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47818 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 117802 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139572 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775104.000000 Penalty: 68087.054688
Iteration 259F: 22 clusters Score -6.27751e+07 nChanged 0
Entering ConstructFrom: 
Score: -62775104.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (79613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Entering Unmasked Estep 
Score: -10706987.000000 Penalty: 2798.663330
	Iteration 0F: 2 clusters Score -1.070699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -10653650.000000 Penalty: 5597.326660
	Iteration 0F: 3 clusters Score -1.065365e+07 nChanged 37426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -10675259.000000 Penalty: 5597.326660
	Iteration 1F: 3 clusters Score -1.067526e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -10676095.000000 Penalty: 5597.326660
	Iteration 2Q: 3 clusters Score -1.06761e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -10677155.000000 Penalty: 5597.326660
	Iteration 3Q: 3 clusters Score -1.067716e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -10678206.000000 Penalty: 5597.326660
	Iteration 4Q: 3 clusters Score -1.067821e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -10679581.000000 Penalty: 5597.326660
	Iteration 5Q: 3 clusters Score -1.067958e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -10681142.000000 Penalty: 5597.326660
	Iteration 6Q: 3 clusters Score -1.068114e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -10682930.000000 Penalty: 5597.326660
	Iteration 7Q: 3 clusters Score -1.068293e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -10685024.000000 Penalty: 5597.326660
	Iteration 8Q: 3 clusters Score -1.068502e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -10687219.000000 Penalty: 5597.326660
	Iteration 9Q: 3 clusters Score -1.068722e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -10689334.000000 Penalty: 5597.326660
	Iteration 10Q: 3 clusters Score -1.068933e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -10691356.000000 Penalty: 5597.326660
	Iteration 11Q: 3 clusters Score -1.069136e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -10692792.000000 Penalty: 5597.326660
	Iteration 12Q: 3 clusters Score -1.069279e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -10693670.000000 Penalty: 5597.326660
	Iteration 13Q: 3 clusters Score -1.069367e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -10694177.000000 Penalty: 5597.326660
	Iteration 14Q: 3 clusters Score -1.069418e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -10694433.000000 Penalty: 5597.326660
	Iteration 15Q: 3 clusters Score -1.069443e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -10694565.000000 Penalty: 5597.326660
	Iteration 16Q: 3 clusters Score -1.069456e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -10694719.000000 Penalty: 5597.326660
	Iteration 17Q: 3 clusters Score -1.069472e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -10694828.000000 Penalty: 5597.326660
	Iteration 18Q: 3 clusters Score -1.069483e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -10694900.000000 Penalty: 5597.326660
	Iteration 19Q: 3 clusters Score -1.06949e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -10694973.000000 Penalty: 5597.326660
	Iteration 20F: 3 clusters Score -1.069497e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -10695097.000000 Penalty: 5597.326660
	Iteration 21Q: 3 clusters Score -1.06951e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -10695224.000000 Penalty: 5597.326660
	Iteration 22Q: 3 clusters Score -1.069522e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -10695381.000000 Penalty: 5597.326660
	Iteration 23Q: 3 clusters Score -1.069538e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -10695506.000000 Penalty: 5597.326660
	Iteration 24Q: 3 clusters Score -1.069551e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -10695646.000000 Penalty: 5597.326660
	Iteration 25Q: 3 clusters Score -1.069565e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -10695848.000000 Penalty: 5597.326660
	Iteration 26Q: 3 clusters Score -1.069585e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -10696073.000000 Penalty: 5597.326660
	Iteration 27Q: 3 clusters Score -1.069607e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -10696306.000000 Penalty: 5597.326660
	Iteration 28Q: 3 clusters Score -1.069631e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -10696534.000000 Penalty: 5597.326660
	Iteration 29Q: 3 clusters Score -1.069653e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -10696778.000000 Penalty: 5597.326660
	Iteration 30Q: 3 clusters Score -1.069678e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -10697063.000000 Penalty: 5597.326660
	Iteration 31Q: 3 clusters Score -1.069706e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -10697395.000000 Penalty: 5597.326660
	Iteration 32Q: 3 clusters Score -1.06974e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -10697703.000000 Penalty: 5597.326660
	Iteration 33Q: 3 clusters Score -1.06977e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -10698092.000000 Penalty: 5597.326660
	Iteration 34Q: 3 clusters Score -1.069809e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -10698523.000000 Penalty: 5597.326660
	Iteration 35Q: 3 clusters Score -1.069852e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -10698935.000000 Penalty: 5597.326660
	Iteration 36Q: 3 clusters Score -1.069894e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -10699482.000000 Penalty: 5597.326660
	Iteration 37Q: 3 clusters Score -1.069948e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -10699980.000000 Penalty: 5597.326660
	Iteration 38Q: 3 clusters Score -1.069998e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -10700505.000000 Penalty: 5597.326660
	Iteration 39Q: 3 clusters Score -1.07005e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -10701071.000000 Penalty: 5597.326660
	Iteration 40F: 3 clusters Score -1.070107e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -10701574.000000 Penalty: 5597.326660
	Iteration 41Q: 3 clusters Score -1.070157e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -10702100.000000 Penalty: 5597.326660
	Iteration 42Q: 3 clusters Score -1.07021e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -10702590.000000 Penalty: 5597.326660
	Iteration 43Q: 3 clusters Score -1.070259e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -10702996.000000 Penalty: 5597.326660
	Iteration 44Q: 3 clusters Score -1.0703e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -10703303.000000 Penalty: 5597.326660
	Iteration 45Q: 3 clusters Score -1.07033e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10703645.000000 Penalty: 5597.326660
	Iteration 46Q: 3 clusters Score -1.070364e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -10703907.000000 Penalty: 5597.326660
	Iteration 47Q: 3 clusters Score -1.070391e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10704136.000000 Penalty: 5597.326660
	Iteration 48Q: 3 clusters Score -1.070414e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10704235.000000 Penalty: 5597.326660
	Iteration 49Q: 3 clusters Score -1.070424e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10704323.000000 Penalty: 5597.326660
	Iteration 50Q: 3 clusters Score -1.070432e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10704412.000000 Penalty: 5597.326660
	Iteration 51Q: 3 clusters Score -1.070441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10704446.000000 Penalty: 5597.326660
	Iteration 52Q: 3 clusters Score -1.070445e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10704490.000000 Penalty: 5597.326660
	Iteration 53Q: 3 clusters Score -1.070449e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10704504.000000 Penalty: 5597.326660
	Iteration 54Q: 3 clusters Score -1.07045e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10704532.000000 Penalty: 5597.326660
	Iteration 55Q: 3 clusters Score -1.070453e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10704551.000000 Penalty: 5597.326660
	Iteration 56Q: 3 clusters Score -1.070455e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10704580.000000 Penalty: 5597.326660
	Iteration 57Q: 3 clusters Score -1.070458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10704582.000000 Penalty: 5597.326660
	Iteration 58Q: 3 clusters Score -1.070458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10704612.000000 Penalty: 5597.326660
	Iteration 59Q: 3 clusters Score -1.070461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10704616.000000 Penalty: 5597.326660
	Iteration 60F: 3 clusters Score -1.070462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10704630.000000 Penalty: 5597.326660
	Iteration 61Q: 3 clusters Score -1.070463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10704621.000000 Penalty: 5597.326660
	Iteration 62Q: 3 clusters Score -1.070462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10704631.000000 Penalty: 5597.326660
	Iteration 63Q: 3 clusters Score -1.070463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10704653.000000 Penalty: 5597.326660
	Iteration 64Q: 3 clusters Score -1.070465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10704655.000000 Penalty: 5597.326660
	Iteration 65Q: 3 clusters Score -1.070466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10704650.000000 Penalty: 5597.326660
	Iteration 66Q: 3 clusters Score -1.070465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10704654.000000 Penalty: 5597.326660
	Iteration 67Q: 3 clusters Score -1.070465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10704675.000000 Penalty: 5597.326660
	Iteration 68Q: 3 clusters Score -1.070468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10704675.000000 Penalty: 5597.326660
	Iteration 69Q: 3 clusters Score -1.070468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10704681.000000 Penalty: 5597.326660
	Iteration 70Q: 3 clusters Score -1.070468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10704687.000000 Penalty: 5597.326660
	Iteration 71Q: 3 clusters Score -1.070469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10704689.000000 Penalty: 5597.326660
	Iteration 72Q: 3 clusters Score -1.070469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10704685.000000 Penalty: 5597.326660
	Iteration 73Q: 3 clusters Score -1.070468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10704687.000000 Penalty: 5597.326660
	Iteration 74Q: 3 clusters Score -1.070469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10704685.000000 Penalty: 5597.326660
	Iteration 75Q: 3 clusters Score -1.070468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10704683.000000 Penalty: 5597.326660
	Iteration 76Q: 3 clusters Score -1.070468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10704689.000000 Penalty: 5597.326660
	Iteration 77Q: 3 clusters Score -1.070469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10704680.000000 Penalty: 5597.326660
	Iteration 78Q: 3 clusters Score -1.070468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10704687.000000 Penalty: 5597.326660
	Iteration 79Q: 3 clusters Score -1.070469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10704683.000000 Penalty: 5597.326660
	Iteration 80F: 3 clusters Score -1.070468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10704684.000000 Penalty: 5597.326660
	Iteration 81Q: 3 clusters Score -1.070468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10704691.000000 Penalty: 5597.326660
	Iteration 82Q: 3 clusters Score -1.070469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10704687.000000 Penalty: 5597.326660
	Iteration 83Q: 3 clusters Score -1.070469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10704693.000000 Penalty: 5597.326660
	Iteration 84Q: 3 clusters Score -1.070469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10704704.000000 Penalty: 5597.326660
	Iteration 85Q: 3 clusters Score -1.07047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10704701.000000 Penalty: 5597.326660
	Iteration 86Q: 3 clusters Score -1.07047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10704697.000000 Penalty: 5597.326660
	Iteration 87Q: 3 clusters Score -1.07047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10704697.000000 Penalty: 5597.326660
	Iteration 88F: 3 clusters Score -1.07047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17107.113281 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -17107.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16325.549805 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -16325.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16481.402344 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -16481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16557.417969 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -16557.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16570.933594 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -16570.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16595.501953 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -16595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16598.238281 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -16598.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16598.238281 Penalty: 2564.560059
	Iteration 6F: 3 clusters Score -16598.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -229524.437500 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -229524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226982.546875 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -226982.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227420.046875 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -227420 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227551.046875 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -227551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227626.562500 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -227626.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227675.218750 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -227675.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227727.515625 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -227727.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227780.296875 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -227780.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227819.531250 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -227819.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227835.906250 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -227835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227848.937500 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -227848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227862.421875 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -227862.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227873.500000 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -227873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -227884.437500 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -227884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227891.187500 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -227891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227902.203125 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -227902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -227912.250000 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -227912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227918.531250 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -227918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227924.843750 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -227924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227931.562500 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -227931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227935.578125 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -227935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -227937.093750 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -227937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227938.921875 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -227938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227938.921875 Penalty: 3716.961426
	Iteration 22F: 3 clusters Score -227938.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -494359.281250 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -494359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -490616.000000 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -490616 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -491613.343750 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -491613.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -491873.468750 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -491873.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -492034.312500 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -492034.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -492152.250000 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -492152.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -492248.281250 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -492248.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -492328.687500 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -492328.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -492404.218750 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -492404.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -492471.500000 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -492471.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -492530.875000 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -492530.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -492582.625000 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -492582.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -492629.781250 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -492629.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -492669.312500 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -492669.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -492700.625000 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -492700.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -492729.937500 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -492729.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -492763.250000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -492763.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -492793.000000 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -492793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -492826.562500 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -492826.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -492860.312500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -492860.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -492888.187500 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -492888.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -492917.156250 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -492917.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -492941.937500 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -492941.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -492958.093750 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -492958.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -492977.843750 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -492977.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -492993.843750 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -492993.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -493006.937500 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -493006.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -493014.406250 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -493014.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -493021.312500 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -493021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -493028.312500 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -493028.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -493033.937500 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -493033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -493037.750000 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -493037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -493040.687500 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -493040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -493043.500000 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -493043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -493046.625000 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -493046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -493051.500000 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -493051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -493053.875000 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -493053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -493055.031250 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -493055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -493055.218750 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -493055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -493056.375000 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -493056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -493056.375000 Penalty: 4096.434570
	Iteration 39F: 3 clusters Score -493056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -38696.964844 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -38696.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37340.589844 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -37340.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37575.261719 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -37575.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37752.277344 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -37752.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37790.082031 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -37790.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37804.625000 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -37804.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37827.703125 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -37827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37845.050781 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -37845.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37864.894531 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -37864.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37869.992188 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -37869.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37873.179688 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -37873.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37879.812500 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -37879.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37884.617188 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -37884.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37888.832031 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -37888.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37888.832031 Penalty: 2885.287109
	Iteration 13F: 3 clusters Score -37888.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Entering Unmasked Estep 
Score: -6273786.500000 Penalty: 2672.239014
	Iteration 0F: 2 clusters Score -6273786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -6241544.000000 Penalty: 5344.478027
	Iteration 0F: 3 clusters Score -6241544 nChanged 22109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -6253575.500000 Penalty: 5344.478027
	Iteration 1F: 3 clusters Score -6253576 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -6254105.000000 Penalty: 5344.478027
	Iteration 2Q: 3 clusters Score -6254105 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -6254620.500000 Penalty: 5344.478027
	Iteration 3Q: 3 clusters Score -6254620 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -6255165.500000 Penalty: 5344.478027
	Iteration 4Q: 3 clusters Score -6255166 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -6255805.500000 Penalty: 5344.478027
	Iteration 5Q: 3 clusters Score -6255806 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -6256668.000000 Penalty: 5344.478027
	Iteration 6Q: 3 clusters Score -6256668 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -6257730.000000 Penalty: 5344.478027
	Iteration 7Q: 3 clusters Score -6257730 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -6259291.000000 Penalty: 5344.478027
	Iteration 8F: 3 clusters Score -6259291 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -6261425.500000 Penalty: 5344.478027
	Iteration 9F: 3 clusters Score -6261426 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -6263953.000000 Penalty: 5344.478027
	Iteration 10F: 3 clusters Score -6263953 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -6266323.000000 Penalty: 5344.478027
	Iteration 11F: 3 clusters Score -6266323 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6268146.000000 Penalty: 5344.478027
	Iteration 12Q: 3 clusters Score -6268146 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -6269294.500000 Penalty: 5344.478027
	Iteration 13Q: 3 clusters Score -6269294 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6269981.000000 Penalty: 5344.478027
	Iteration 14Q: 3 clusters Score -6269981 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6270414.500000 Penalty: 5344.478027
	Iteration 15Q: 3 clusters Score -6270414 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6270714.500000 Penalty: 5344.478027
	Iteration 16Q: 3 clusters Score -6270714 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6270920.500000 Penalty: 5344.478027
	Iteration 17Q: 3 clusters Score -6270920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6271079.500000 Penalty: 5344.478027
	Iteration 18Q: 3 clusters Score -6271080 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6271218.000000 Penalty: 5344.478027
	Iteration 19Q: 3 clusters Score -6271218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6271295.000000 Penalty: 5344.478027
	Iteration 20F: 3 clusters Score -6271295 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6271365.500000 Penalty: 5344.478027
	Iteration 21Q: 3 clusters Score -6271366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6271414.500000 Penalty: 5344.478027
	Iteration 22Q: 3 clusters Score -6271414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6271457.000000 Penalty: 5344.478027
	Iteration 23Q: 3 clusters Score -6271457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6271494.000000 Penalty: 5344.478027
	Iteration 24Q: 3 clusters Score -6271494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6271527.500000 Penalty: 5344.478027
	Iteration 25Q: 3 clusters Score -6271528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6271558.500000 Penalty: 5344.478027
	Iteration 26Q: 3 clusters Score -6271558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6271575.500000 Penalty: 5344.478027
	Iteration 27Q: 3 clusters Score -6271576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6271574.000000 Penalty: 5344.478027
	Iteration 28Q: 3 clusters Score -6271574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6271583.500000 Penalty: 5344.478027
	Iteration 29Q: 3 clusters Score -6271584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6271602.500000 Penalty: 5344.478027
	Iteration 30Q: 3 clusters Score -6271602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6271600.500000 Penalty: 5344.478027
	Iteration 31Q: 3 clusters Score -6271600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6271612.500000 Penalty: 5344.478027
	Iteration 32Q: 3 clusters Score -6271612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6271626.000000 Penalty: 5344.478027
	Iteration 33Q: 3 clusters Score -6271626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6271623.000000 Penalty: 5344.478027
	Iteration 34Q: 3 clusters Score -6271623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6271625.500000 Penalty: 5344.478027
	Iteration 35Q: 3 clusters Score -6271626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6271627.000000 Penalty: 5344.478027
	Iteration 36Q: 3 clusters Score -6271627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6271626.500000 Penalty: 5344.478027
	Iteration 37Q: 3 clusters Score -6271626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6271629.500000 Penalty: 5344.478027
	Iteration 38Q: 3 clusters Score -6271630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6271624.000000 Penalty: 5344.478027
	Iteration 39Q: 3 clusters Score -6271624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6271628.500000 Penalty: 5344.478027
	Iteration 40F: 3 clusters Score -6271628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6271632.000000 Penalty: 5344.478027
	Iteration 41Q: 3 clusters Score -6271632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6271642.000000 Penalty: 5344.478027
	Iteration 42Q: 3 clusters Score -6271642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6271640.000000 Penalty: 5344.478027
	Iteration 43Q: 3 clusters Score -6271640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6271637.000000 Penalty: 5344.478027
	Iteration 44Q: 3 clusters Score -6271637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6271639.000000 Penalty: 5344.478027
	Iteration 45Q: 3 clusters Score -6271639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6271639.000000 Penalty: 5344.478027
	Iteration 46Q: 3 clusters Score -6271639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6271639.000000 Penalty: 5344.478027
	Iteration 47F: 3 clusters Score -6271639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Entering Unmasked Estep 
Score: -4319610.500000 Penalty: 2569.718262
	Iteration 0F: 2 clusters Score -4319610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4297944.500000 Penalty: 5139.436523
	Iteration 0F: 3 clusters Score -4297944 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4305602.500000 Penalty: 5139.436523
	Iteration 1F: 3 clusters Score -4305602 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -4306118.500000 Penalty: 5139.436523
	Iteration 2Q: 3 clusters Score -4306118 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4306667.000000 Penalty: 5139.436523
	Iteration 3Q: 3 clusters Score -4306667 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4307503.500000 Penalty: 5139.436523
	Iteration 4F: 3 clusters Score -4307504 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4308750.000000 Penalty: 5139.436523
	Iteration 5F: 3 clusters Score -4308750 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4310676.000000 Penalty: 5139.436523
	Iteration 6F: 3 clusters Score -4310676 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -4313017.500000 Penalty: 5139.436523
	Iteration 7F: 3 clusters Score -4313018 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4315023.500000 Penalty: 5139.436523
	Iteration 8F: 3 clusters Score -4315024 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4316302.500000 Penalty: 5139.436523
	Iteration 9Q: 3 clusters Score -4316302 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4316897.000000 Penalty: 5139.436523
	Iteration 10Q: 3 clusters Score -4316897 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4317154.500000 Penalty: 5139.436523
	Iteration 11Q: 3 clusters Score -4317154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4317246.500000 Penalty: 5139.436523
	Iteration 12Q: 3 clusters Score -4317246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4317293.000000 Penalty: 5139.436523
	Iteration 13Q: 3 clusters Score -4317293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4317324.000000 Penalty: 5139.436523
	Iteration 14Q: 3 clusters Score -4317324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4317331.500000 Penalty: 5139.436523
	Iteration 15Q: 3 clusters Score -4317332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4317338.500000 Penalty: 5139.436523
	Iteration 16Q: 3 clusters Score -4317338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4317338.500000 Penalty: 5139.436523
	Iteration 17Q: 3 clusters Score -4317338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4317338.500000 Penalty: 5139.436523
	Iteration 18Q: 3 clusters Score -4317338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4317338.500000 Penalty: 5139.436523
	Iteration 19F: 3 clusters Score -4317338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -347519.437500 Penalty: 1960.458008
	Iteration 0F: 2 clusters Score -347519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -344432.281250 Penalty: 3920.916016
	Iteration 0F: 3 clusters Score -344432.3 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -345042.875000 Penalty: 3920.916016
	Iteration 1F: 3 clusters Score -345042.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -345190.593750 Penalty: 3920.916016
	Iteration 2F: 3 clusters Score -345190.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -345282.343750 Penalty: 3920.916016
	Iteration 3Q: 3 clusters Score -345282.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -345336.562500 Penalty: 3920.916016
	Iteration 4Q: 3 clusters Score -345336.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -345378.968750 Penalty: 3920.916016
	Iteration 5Q: 3 clusters Score -345379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -345404.968750 Penalty: 3920.916016
	Iteration 6Q: 3 clusters Score -345405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -345424.437500 Penalty: 3920.916016
	Iteration 7Q: 3 clusters Score -345424.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -345447.718750 Penalty: 3920.916016
	Iteration 8Q: 3 clusters Score -345447.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -345466.187500 Penalty: 3920.916016
	Iteration 9Q: 3 clusters Score -345466.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -345486.781250 Penalty: 3920.916016
	Iteration 10Q: 3 clusters Score -345486.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -345508.281250 Penalty: 3920.916016
	Iteration 11Q: 3 clusters Score -345508.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -345530.500000 Penalty: 3920.916016
	Iteration 12Q: 3 clusters Score -345530.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -345547.500000 Penalty: 3920.916016
	Iteration 13Q: 3 clusters Score -345547.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -345558.031250 Penalty: 3920.916016
	Iteration 14Q: 3 clusters Score -345558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345570.781250 Penalty: 3920.916016
	Iteration 15Q: 3 clusters Score -345570.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -345582.656250 Penalty: 3920.916016
	Iteration 16Q: 3 clusters Score -345582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -345591.843750 Penalty: 3920.916016
	Iteration 17Q: 3 clusters Score -345591.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -345598.718750 Penalty: 3920.916016
	Iteration 18Q: 3 clusters Score -345598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -345604.812500 Penalty: 3920.916016
	Iteration 19Q: 3 clusters Score -345604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -345613.062500 Penalty: 3920.916016
	Iteration 20F: 3 clusters Score -345613.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -345617.156250 Penalty: 3920.916016
	Iteration 21Q: 3 clusters Score -345617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -345624.656250 Penalty: 3920.916016
	Iteration 22Q: 3 clusters Score -345624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -345631.343750 Penalty: 3920.916016
	Iteration 23Q: 3 clusters Score -345631.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -345635.031250 Penalty: 3920.916016
	Iteration 24Q: 3 clusters Score -345635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -345642.031250 Penalty: 3920.916016
	Iteration 25Q: 3 clusters Score -345642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -345653.093750 Penalty: 3920.916016
	Iteration 26Q: 3 clusters Score -345653.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -345660.531250 Penalty: 3920.916016
	Iteration 27Q: 3 clusters Score -345660.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -345665.968750 Penalty: 3920.916016
	Iteration 28Q: 3 clusters Score -345666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -345669.687500 Penalty: 3920.916016
	Iteration 29Q: 3 clusters Score -345669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -345671.156250 Penalty: 3920.916016
	Iteration 30Q: 3 clusters Score -345671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -345675.937500 Penalty: 3920.916016
	Iteration 31Q: 3 clusters Score -345675.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -345683.625000 Penalty: 3920.916016
	Iteration 32Q: 3 clusters Score -345683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -345691.312500 Penalty: 3920.916016
	Iteration 33Q: 3 clusters Score -345691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -345694.062500 Penalty: 3920.916016
	Iteration 34Q: 3 clusters Score -345694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -345697.656250 Penalty: 3920.916016
	Iteration 35Q: 3 clusters Score -345697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345703.312500 Penalty: 3920.916016
	Iteration 36Q: 3 clusters Score -345703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -345706.937500 Penalty: 3920.916016
	Iteration 37Q: 3 clusters Score -345706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -345709.031250 Penalty: 3920.916016
	Iteration 38Q: 3 clusters Score -345709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -345712.000000 Penalty: 3920.916016
	Iteration 39Q: 3 clusters Score -345712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -345714.093750 Penalty: 3920.916016
	Iteration 40F: 3 clusters Score -345714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -345716.562500 Penalty: 3920.916016
	Iteration 41Q: 3 clusters Score -345716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -345719.187500 Penalty: 3920.916016
	Iteration 42Q: 3 clusters Score -345719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -345721.187500 Penalty: 3920.916016
	Iteration 43Q: 3 clusters Score -345721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -345724.812500 Penalty: 3920.916016
	Iteration 44Q: 3 clusters Score -345724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -345729.312500 Penalty: 3920.916016
	Iteration 45Q: 3 clusters Score -345729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -345731.343750 Penalty: 3920.916016
	Iteration 46Q: 3 clusters Score -345731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345733.218750 Penalty: 3920.916016
	Iteration 47Q: 3 clusters Score -345733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -345734.375000 Penalty: 3920.916016
	Iteration 48Q: 3 clusters Score -345734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -345736.312500 Penalty: 3920.916016
	Iteration 49Q: 3 clusters Score -345736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -345737.687500 Penalty: 3920.916016
	Iteration 50Q: 3 clusters Score -345737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -345738.031250 Penalty: 3920.916016
	Iteration 51Q: 3 clusters Score -345738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -345738.687500 Penalty: 3920.916016
	Iteration 52Q: 3 clusters Score -345738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345739.125000 Penalty: 3920.916016
	Iteration 53Q: 3 clusters Score -345739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345739.125000 Penalty: 3920.916016
	Iteration 54F: 3 clusters Score -345739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Entering Unmasked Estep 
Score: -1403895.500000 Penalty: 2295.080566
	Iteration 0F: 2 clusters Score -1403896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1395991.250000 Penalty: 4590.161133
	Iteration 0F: 3 clusters Score -1395991 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1398261.750000 Penalty: 4590.161133
	Iteration 1F: 3 clusters Score -1398262 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1398565.875000 Penalty: 4590.161133
	Iteration 2F: 3 clusters Score -1398566 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1398787.750000 Penalty: 4590.161133
	Iteration 3Q: 3 clusters Score -1398788 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1398959.125000 Penalty: 4590.161133
	Iteration 4Q: 3 clusters Score -1398959 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1399114.000000 Penalty: 4590.161133
	Iteration 5Q: 3 clusters Score -1399114 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1399262.625000 Penalty: 4590.161133
	Iteration 6Q: 3 clusters Score -1399263 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1399405.125000 Penalty: 4590.161133
	Iteration 7Q: 3 clusters Score -1399405 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1399530.875000 Penalty: 4590.161133
	Iteration 8Q: 3 clusters Score -1399531 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1399641.000000 Penalty: 4590.161133
	Iteration 9Q: 3 clusters Score -1399641 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1399744.750000 Penalty: 4590.161133
	Iteration 10Q: 3 clusters Score -1399745 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1399868.875000 Penalty: 4590.161133
	Iteration 11Q: 3 clusters Score -1399869 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1400005.500000 Penalty: 4590.161133
	Iteration 12Q: 3 clusters Score -1400006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1400142.000000 Penalty: 4590.161133
	Iteration 13Q: 3 clusters Score -1400142 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1400273.125000 Penalty: 4590.161133
	Iteration 14Q: 3 clusters Score -1400273 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1400418.875000 Penalty: 4590.161133
	Iteration 15Q: 3 clusters Score -1400419 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1400589.625000 Penalty: 4590.161133
	Iteration 16Q: 3 clusters Score -1400590 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1400752.875000 Penalty: 4590.161133
	Iteration 17Q: 3 clusters Score -1400753 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1400923.375000 Penalty: 4590.161133
	Iteration 18Q: 3 clusters Score -1400923 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1401090.750000 Penalty: 4590.161133
	Iteration 19Q: 3 clusters Score -1401091 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1401267.875000 Penalty: 4590.161133
	Iteration 20F: 3 clusters Score -1401268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1401426.375000 Penalty: 4590.161133
	Iteration 21Q: 3 clusters Score -1401426 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1401608.500000 Penalty: 4590.161133
	Iteration 22Q: 3 clusters Score -1401608 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1401746.500000 Penalty: 4590.161133
	Iteration 23Q: 3 clusters Score -1401746 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1401837.875000 Penalty: 4590.161133
	Iteration 24Q: 3 clusters Score -1401838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1401918.125000 Penalty: 4590.161133
	Iteration 25Q: 3 clusters Score -1401918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1401965.000000 Penalty: 4590.161133
	Iteration 26Q: 3 clusters Score -1401965 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1401984.875000 Penalty: 4590.161133
	Iteration 27Q: 3 clusters Score -1401985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1402002.625000 Penalty: 4590.161133
	Iteration 28Q: 3 clusters Score -1402003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1402015.000000 Penalty: 4590.161133
	Iteration 29Q: 3 clusters Score -1402015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1402033.000000 Penalty: 4590.161133
	Iteration 30Q: 3 clusters Score -1402033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1402040.625000 Penalty: 4590.161133
	Iteration 31Q: 3 clusters Score -1402041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1402050.500000 Penalty: 4590.161133
	Iteration 32Q: 3 clusters Score -1402050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1402053.250000 Penalty: 4590.161133
	Iteration 33Q: 3 clusters Score -1402053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1402054.000000 Penalty: 4590.161133
	Iteration 34Q: 3 clusters Score -1402054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1402059.125000 Penalty: 4590.161133
	Iteration 35Q: 3 clusters Score -1402059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1402066.125000 Penalty: 4590.161133
	Iteration 36Q: 3 clusters Score -1402066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1402067.625000 Penalty: 4590.161133
	Iteration 37Q: 3 clusters Score -1402068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1402069.750000 Penalty: 4590.161133
	Iteration 38Q: 3 clusters Score -1402070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1402072.625000 Penalty: 4590.161133
	Iteration 39Q: 3 clusters Score -1402073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1402072.000000 Penalty: 4590.161133
	Iteration 40F: 3 clusters Score -1402072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1402071.250000 Penalty: 4590.161133
	Iteration 41Q: 3 clusters Score -1402071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1402073.000000 Penalty: 4590.161133
	Iteration 42Q: 3 clusters Score -1402073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1402074.875000 Penalty: 4590.161133
	Iteration 43Q: 3 clusters Score -1402075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1402072.875000 Penalty: 4590.161133
	Iteration 44Q: 3 clusters Score -1402073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1402073.875000 Penalty: 4590.161133
	Iteration 45Q: 3 clusters Score -1402074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1402072.625000 Penalty: 4590.161133
	Iteration 46Q: 3 clusters Score -1402073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1402072.625000 Penalty: 4590.161133
	Iteration 47F: 3 clusters Score -1402073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1270078.625000 Penalty: 2270.685547
	Iteration 0F: 2 clusters Score -1270079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1262796.625000 Penalty: 4541.371094
	Iteration 0F: 3 clusters Score -1262797 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1265027.000000 Penalty: 4541.371094
	Iteration 1F: 3 clusters Score -1265027 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1265493.750000 Penalty: 4541.371094
	Iteration 2F: 3 clusters Score -1265494 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1265861.250000 Penalty: 4541.371094
	Iteration 3F: 3 clusters Score -1265861 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1266162.875000 Penalty: 4541.371094
	Iteration 4F: 3 clusters Score -1266163 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1266430.625000 Penalty: 4541.371094
	Iteration 5Q: 3 clusters Score -1266431 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1266669.750000 Penalty: 4541.371094
	Iteration 6Q: 3 clusters Score -1266670 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1266882.125000 Penalty: 4541.371094
	Iteration 7Q: 3 clusters Score -1266882 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1267107.250000 Penalty: 4541.371094
	Iteration 8Q: 3 clusters Score -1267107 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1267328.250000 Penalty: 4541.371094
	Iteration 9Q: 3 clusters Score -1267328 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1267528.250000 Penalty: 4541.371094
	Iteration 10Q: 3 clusters Score -1267528 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1267762.500000 Penalty: 4541.371094
	Iteration 11Q: 3 clusters Score -1267762 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1267979.375000 Penalty: 4541.371094
	Iteration 12Q: 3 clusters Score -1267979 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1268171.000000 Penalty: 4541.371094
	Iteration 13Q: 3 clusters Score -1268171 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1268413.875000 Penalty: 4541.371094
	Iteration 14Q: 3 clusters Score -1268414 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1268720.500000 Penalty: 4541.371094
	Iteration 15Q: 3 clusters Score -1268720 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1268977.875000 Penalty: 4541.371094
	Iteration 16Q: 3 clusters Score -1268978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1269091.375000 Penalty: 4541.371094
	Iteration 17Q: 3 clusters Score -1269091 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1269147.375000 Penalty: 4541.371094
	Iteration 18Q: 3 clusters Score -1269147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1269174.750000 Penalty: 4541.371094
	Iteration 19Q: 3 clusters Score -1269175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1269188.250000 Penalty: 4541.371094
	Iteration 20F: 3 clusters Score -1269188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1269199.375000 Penalty: 4541.371094
	Iteration 21Q: 3 clusters Score -1269199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1269206.750000 Penalty: 4541.371094
	Iteration 22Q: 3 clusters Score -1269207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1269213.250000 Penalty: 4541.371094
	Iteration 23Q: 3 clusters Score -1269213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1269213.125000 Penalty: 4541.371094
	Iteration 24Q: 3 clusters Score -1269213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1269218.875000 Penalty: 4541.371094
	Iteration 25Q: 3 clusters Score -1269219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1269216.875000 Penalty: 4541.371094
	Iteration 26Q: 3 clusters Score -1269217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1269219.250000 Penalty: 4541.371094
	Iteration 27Q: 3 clusters Score -1269219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1269219.875000 Penalty: 4541.371094
	Iteration 28Q: 3 clusters Score -1269220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1269225.375000 Penalty: 4541.371094
	Iteration 29Q: 3 clusters Score -1269225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1269225.625000 Penalty: 4541.371094
	Iteration 30Q: 3 clusters Score -1269226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1269229.750000 Penalty: 4541.371094
	Iteration 31Q: 3 clusters Score -1269230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1269230.375000 Penalty: 4541.371094
	Iteration 32Q: 3 clusters Score -1269230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1269230.000000 Penalty: 4541.371094
	Iteration 33Q: 3 clusters Score -1269230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1269231.875000 Penalty: 4541.371094
	Iteration 34Q: 3 clusters Score -1269232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1269237.750000 Penalty: 4541.371094
	Iteration 35Q: 3 clusters Score -1269238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1269243.875000 Penalty: 4541.371094
	Iteration 36Q: 3 clusters Score -1269244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1269245.000000 Penalty: 4541.371094
	Iteration 37Q: 3 clusters Score -1269245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1269243.250000 Penalty: 4541.371094
	Iteration 38Q: 3 clusters Score -1269243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1269242.250000 Penalty: 4541.371094
	Iteration 39Q: 3 clusters Score -1269242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1269242.125000 Penalty: 4541.371094
	Iteration 40F: 3 clusters Score -1269242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1269241.750000 Penalty: 4541.371094
	Iteration 41Q: 3 clusters Score -1269242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1269241.750000 Penalty: 4541.371094
	Iteration 42F: 3 clusters Score -1269242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Entering Unmasked Estep 
Score: -2718281.250000 Penalty: 2456.362305
	Iteration 0F: 2 clusters Score -2718281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2704179.000000 Penalty: 4912.724609
	Iteration 0F: 3 clusters Score -2704179 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2708741.750000 Penalty: 4912.724609
	Iteration 1F: 3 clusters Score -2708742 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2709175.500000 Penalty: 4912.724609
	Iteration 2F: 3 clusters Score -2709176 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2709552.500000 Penalty: 4912.724609
	Iteration 3Q: 3 clusters Score -2709552 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2709861.500000 Penalty: 4912.724609
	Iteration 4Q: 3 clusters Score -2709862 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2710161.250000 Penalty: 4912.724609
	Iteration 5Q: 3 clusters Score -2710161 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2710449.250000 Penalty: 4912.724609
	Iteration 6Q: 3 clusters Score -2710449 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2710766.750000 Penalty: 4912.724609
	Iteration 7Q: 3 clusters Score -2710767 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2711146.750000 Penalty: 4912.724609
	Iteration 8Q: 3 clusters Score -2711147 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2711632.500000 Penalty: 4912.724609
	Iteration 9Q: 3 clusters Score -2711632 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2712233.250000 Penalty: 4912.724609
	Iteration 10F: 3 clusters Score -2712233 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2712966.750000 Penalty: 4912.724609
	Iteration 11F: 3 clusters Score -2712967 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2713749.750000 Penalty: 4912.724609
	Iteration 12F: 3 clusters Score -2713750 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2714536.000000 Penalty: 4912.724609
	Iteration 13Q: 3 clusters Score -2714536 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2715187.750000 Penalty: 4912.724609
	Iteration 14Q: 3 clusters Score -2715188 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2715589.000000 Penalty: 4912.724609
	Iteration 15Q: 3 clusters Score -2715589 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2715804.250000 Penalty: 4912.724609
	Iteration 16Q: 3 clusters Score -2715804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2715920.250000 Penalty: 4912.724609
	Iteration 17Q: 3 clusters Score -2715920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2716001.500000 Penalty: 4912.724609
	Iteration 18Q: 3 clusters Score -2716002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2716057.750000 Penalty: 4912.724609
	Iteration 19Q: 3 clusters Score -2716058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2716087.500000 Penalty: 4912.724609
	Iteration 20F: 3 clusters Score -2716088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2716101.500000 Penalty: 4912.724609
	Iteration 21Q: 3 clusters Score -2716102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2716120.250000 Penalty: 4912.724609
	Iteration 22Q: 3 clusters Score -2716120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2716126.750000 Penalty: 4912.724609
	Iteration 23Q: 3 clusters Score -2716127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2716128.750000 Penalty: 4912.724609
	Iteration 24Q: 3 clusters Score -2716129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2716136.250000 Penalty: 4912.724609
	Iteration 25Q: 3 clusters Score -2716136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2716144.250000 Penalty: 4912.724609
	Iteration 26Q: 3 clusters Score -2716144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2716149.000000 Penalty: 4912.724609
	Iteration 27Q: 3 clusters Score -2716149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2716151.750000 Penalty: 4912.724609
	Iteration 28Q: 3 clusters Score -2716152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2716153.500000 Penalty: 4912.724609
	Iteration 29Q: 3 clusters Score -2716154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2716154.250000 Penalty: 4912.724609
	Iteration 30Q: 3 clusters Score -2716154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2716154.250000 Penalty: 4912.724609
	Iteration 31F: 3 clusters Score -2716154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -22916.292969 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -22916.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21993.666016 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -21993.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22289.812500 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22289.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22427.714844 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -22427.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22565.593750 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22565.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22703.972656 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -22703.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22748.962891 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -22748.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22812.279297 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -22812.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22830.826172 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -22830.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22853.638672 Penalty: 2697.287354
	Iteration 8Q: 3 clusters Score -22853.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22857.531250 Penalty: 2697.287354
	Iteration 9Q: 3 clusters Score -22857.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22857.531250 Penalty: 2697.287354
	Iteration 10F: 3 clusters Score -22857.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -677375.875000 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -677375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -672611.687500 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -672611.7 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -674246.125000 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -674246.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -675108.937500 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -675108.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -675868.250000 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -675868.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -676430.125000 Penalty: 4252.492188
	Iteration 4F: 3 clusters Score -676430.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -676888.125000 Penalty: 4252.492188
	Iteration 5F: 3 clusters Score -676888.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -677242.875000 Penalty: 4252.492188
	Iteration 6F: 3 clusters Score -677242.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -677448.062500 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -677448.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -677562.062500 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -677562.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -677638.375000 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -677638.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -677683.312500 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -677683.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -677715.312500 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -677715.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -677727.937500 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -677727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -677741.125000 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -677741.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -677744.562500 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -677744.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -677748.312500 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -677748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -677750.937500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -677750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -677754.875000 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -677754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -677755.937500 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -677755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -677757.500000 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -677757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -677758.000000 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -677758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -677758.000000 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -677758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -677758.500000 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -677758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -677758.875000 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -677758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -677758.875000 Penalty: 4252.492188
	Iteration 24F: 3 clusters Score -677758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 47818 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 14 contains 117802 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 139572 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 4055 members 
Entering Unmasked Estep 
Score: -62774476.000000 Penalty: 71329.296875
Splitting cluster 13 changes total score from -62775104.000000 to -62774476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (117802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Entering Unmasked Estep 
Score: -15855684.000000 Penalty: 2895.836670
	Iteration 0F: 2 clusters Score -1.585568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -15779014.000000 Penalty: 5791.673340
	Iteration 0F: 3 clusters Score -1.577901e+07 nChanged 55868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -15811225.000000 Penalty: 5791.673340
	Iteration 1F: 3 clusters Score -1.581122e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -15812228.000000 Penalty: 5791.673340
	Iteration 2Q: 3 clusters Score -1.581223e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -15813704.000000 Penalty: 5791.673340
	Iteration 3Q: 3 clusters Score -1.58137e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -15815772.000000 Penalty: 5791.673340
	Iteration 4Q: 3 clusters Score -1.581577e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -15819196.000000 Penalty: 5791.673340
	Iteration 5Q: 3 clusters Score -1.58192e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -15823834.000000 Penalty: 5791.673340
	Iteration 6F: 3 clusters Score -1.582383e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -15830070.000000 Penalty: 5791.673340
	Iteration 7F: 3 clusters Score -1.583007e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -15837091.000000 Penalty: 5791.673340
	Iteration 8F: 3 clusters Score -1.583709e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -15842578.000000 Penalty: 5791.673340
	Iteration 9F: 3 clusters Score -1.584258e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -15844987.000000 Penalty: 5791.673340
	Iteration 10F: 3 clusters Score -1.584499e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -15846131.000000 Penalty: 5791.673340
	Iteration 11Q: 3 clusters Score -1.584613e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -15846773.000000 Penalty: 5791.673340
	Iteration 12Q: 3 clusters Score -1.584677e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -15847415.000000 Penalty: 5791.673340
	Iteration 13Q: 3 clusters Score -1.584742e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -15847719.000000 Penalty: 5791.673340
	Iteration 14Q: 3 clusters Score -1.584772e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -15848019.000000 Penalty: 5791.673340
	Iteration 15Q: 3 clusters Score -1.584802e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -15848126.000000 Penalty: 5791.673340
	Iteration 16Q: 3 clusters Score -1.584813e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -15848152.000000 Penalty: 5791.673340
	Iteration 17Q: 3 clusters Score -1.584815e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -15848187.000000 Penalty: 5791.673340
	Iteration 18Q: 3 clusters Score -1.584819e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -15848265.000000 Penalty: 5791.673340
	Iteration 19Q: 3 clusters Score -1.584826e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -15848300.000000 Penalty: 5791.673340
	Iteration 20F: 3 clusters Score -1.58483e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -15848341.000000 Penalty: 5791.673340
	Iteration 21Q: 3 clusters Score -1.584834e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -15848310.000000 Penalty: 5791.673340
	Iteration 22Q: 3 clusters Score -1.584831e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -15848366.000000 Penalty: 5791.673340
	Iteration 23Q: 3 clusters Score -1.584837e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -15848380.000000 Penalty: 5791.673340
	Iteration 24Q: 3 clusters Score -1.584838e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -15848348.000000 Penalty: 5791.673340
	Iteration 25Q: 3 clusters Score -1.584835e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -15848322.000000 Penalty: 5791.673340
	Iteration 26Q: 3 clusters Score -1.584832e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -15848326.000000 Penalty: 5791.673340
	Iteration 27Q: 3 clusters Score -1.584833e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -15848320.000000 Penalty: 5791.673340
	Iteration 28Q: 3 clusters Score -1.584832e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -15848292.000000 Penalty: 5791.673340
	Iteration 29Q: 3 clusters Score -1.584829e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -15848305.000000 Penalty: 5791.673340
	Iteration 30Q: 3 clusters Score -1.58483e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -15848264.000000 Penalty: 5791.673340
	Iteration 31Q: 3 clusters Score -1.584826e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -15848245.000000 Penalty: 5791.673340
	Iteration 32Q: 3 clusters Score -1.584824e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -15848224.000000 Penalty: 5791.673340
	Iteration 33Q: 3 clusters Score -1.584822e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -15848267.000000 Penalty: 5791.673340
	Iteration 34Q: 3 clusters Score -1.584827e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -15848277.000000 Penalty: 5791.673340
	Iteration 35Q: 3 clusters Score -1.584828e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -15848259.000000 Penalty: 5791.673340
	Iteration 36Q: 3 clusters Score -1.584826e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -15848280.000000 Penalty: 5791.673340
	Iteration 37Q: 3 clusters Score -1.584828e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -15848214.000000 Penalty: 5791.673340
	Iteration 38Q: 3 clusters Score -1.584821e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -15848227.000000 Penalty: 5791.673340
	Iteration 39Q: 3 clusters Score -1.584823e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -15848222.000000 Penalty: 5791.673340
	Iteration 40F: 3 clusters Score -1.584822e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -15848219.000000 Penalty: 5791.673340
	Iteration 41Q: 3 clusters Score -1.584822e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -15848199.000000 Penalty: 5791.673340
	Iteration 42Q: 3 clusters Score -1.58482e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -15848184.000000 Penalty: 5791.673340
	Iteration 43Q: 3 clusters Score -1.584818e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -15848181.000000 Penalty: 5791.673340
	Iteration 44Q: 3 clusters Score -1.584818e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -15848169.000000 Penalty: 5791.673340
	Iteration 45Q: 3 clusters Score -1.584817e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -15848161.000000 Penalty: 5791.673340
	Iteration 46Q: 3 clusters Score -1.584816e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -15848159.000000 Penalty: 5791.673340
	Iteration 47Q: 3 clusters Score -1.584816e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -15848180.000000 Penalty: 5791.673340
	Iteration 48Q: 3 clusters Score -1.584818e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -15848148.000000 Penalty: 5791.673340
	Iteration 49Q: 3 clusters Score -1.584815e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -15848141.000000 Penalty: 5791.673340
	Iteration 50Q: 3 clusters Score -1.584814e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -15848110.000000 Penalty: 5791.673340
	Iteration 51Q: 3 clusters Score -1.584811e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -15848136.000000 Penalty: 5791.673340
	Iteration 52Q: 3 clusters Score -1.584814e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -15848153.000000 Penalty: 5791.673340
	Iteration 53Q: 3 clusters Score -1.584815e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -15848158.000000 Penalty: 5791.673340
	Iteration 54Q: 3 clusters Score -1.584816e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -15848134.000000 Penalty: 5791.673340
	Iteration 55Q: 3 clusters Score -1.584813e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -15848101.000000 Penalty: 5791.673340
	Iteration 56Q: 3 clusters Score -1.58481e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -15848118.000000 Penalty: 5791.673340
	Iteration 57Q: 3 clusters Score -1.584812e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -15848110.000000 Penalty: 5791.673340
	Iteration 58Q: 3 clusters Score -1.584811e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -15848101.000000 Penalty: 5791.673340
	Iteration 59Q: 3 clusters Score -1.58481e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -15848127.000000 Penalty: 5791.673340
	Iteration 60F: 3 clusters Score -1.584813e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -15848133.000000 Penalty: 5791.673340
	Iteration 61Q: 3 clusters Score -1.584813e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -15848101.000000 Penalty: 5791.673340
	Iteration 62Q: 3 clusters Score -1.58481e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -15848097.000000 Penalty: 5791.673340
	Iteration 63Q: 3 clusters Score -1.58481e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -15848085.000000 Penalty: 5791.673340
	Iteration 64Q: 3 clusters Score -1.584808e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -15848090.000000 Penalty: 5791.673340
	Iteration 65Q: 3 clusters Score -1.584809e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -15848057.000000 Penalty: 5791.673340
	Iteration 66Q: 3 clusters Score -1.584806e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -15848098.000000 Penalty: 5791.673340
	Iteration 67Q: 3 clusters Score -1.58481e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -15848079.000000 Penalty: 5791.673340
	Iteration 68Q: 3 clusters Score -1.584808e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -15848074.000000 Penalty: 5791.673340
	Iteration 69Q: 3 clusters Score -1.584807e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -15848104.000000 Penalty: 5791.673340
	Iteration 70Q: 3 clusters Score -1.58481e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -15848089.000000 Penalty: 5791.673340
	Iteration 71Q: 3 clusters Score -1.584809e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -15848099.000000 Penalty: 5791.673340
	Iteration 72Q: 3 clusters Score -1.58481e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -15848104.000000 Penalty: 5791.673340
	Iteration 73Q: 3 clusters Score -1.58481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -15848071.000000 Penalty: 5791.673340
	Iteration 74Q: 3 clusters Score -1.584807e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -15848054.000000 Penalty: 5791.673340
	Iteration 75Q: 3 clusters Score -1.584805e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -15848066.000000 Penalty: 5791.673340
	Iteration 76Q: 3 clusters Score -1.584807e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -15848070.000000 Penalty: 5791.673340
	Iteration 77Q: 3 clusters Score -1.584807e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -15848053.000000 Penalty: 5791.673340
	Iteration 78Q: 3 clusters Score -1.584805e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -15848070.000000 Penalty: 5791.673340
	Iteration 79Q: 3 clusters Score -1.584807e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -15848033.000000 Penalty: 5791.673340
	Iteration 80F: 3 clusters Score -1.584803e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -15848063.000000 Penalty: 5791.673340
	Iteration 81Q: 3 clusters Score -1.584806e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -15848102.000000 Penalty: 5791.673340
	Iteration 82Q: 3 clusters Score -1.58481e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -15848112.000000 Penalty: 5791.673340
	Iteration 83Q: 3 clusters Score -1.584811e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -15848165.000000 Penalty: 5791.673340
	Iteration 84Q: 3 clusters Score -1.584816e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -15848227.000000 Penalty: 5791.673340
	Iteration 85Q: 3 clusters Score -1.584823e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -15848263.000000 Penalty: 5791.673340
	Iteration 86Q: 3 clusters Score -1.584826e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -15848277.000000 Penalty: 5791.673340
	Iteration 87Q: 3 clusters Score -1.584828e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -15848317.000000 Penalty: 5791.673340
	Iteration 88Q: 3 clusters Score -1.584832e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -15848380.000000 Penalty: 5791.673340
	Iteration 89Q: 3 clusters Score -1.584838e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -15848467.000000 Penalty: 5791.673340
	Iteration 90Q: 3 clusters Score -1.584847e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -15848499.000000 Penalty: 5791.673340
	Iteration 91Q: 3 clusters Score -1.58485e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -15848595.000000 Penalty: 5791.673340
	Iteration 92Q: 3 clusters Score -1.58486e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -15848666.000000 Penalty: 5791.673340
	Iteration 93Q: 3 clusters Score -1.584867e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -15848726.000000 Penalty: 5791.673340
	Iteration 94Q: 3 clusters Score -1.584873e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -15848872.000000 Penalty: 5791.673340
	Iteration 95Q: 3 clusters Score -1.584887e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -15849142.000000 Penalty: 5791.673340
	Iteration 96Q: 3 clusters Score -1.584914e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -15849388.000000 Penalty: 5791.673340
	Iteration 97Q: 3 clusters Score -1.584939e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -15849677.000000 Penalty: 5791.673340
	Iteration 98Q: 3 clusters Score -1.584968e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -15850029.000000 Penalty: 5791.673340
	Iteration 99Q: 3 clusters Score -1.585003e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -15850402.000000 Penalty: 5791.673340
	Iteration 100F: 3 clusters Score -1.58504e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -15850662.000000 Penalty: 5791.673340
	Iteration 101Q: 3 clusters Score -1.585066e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 101501 members 
Entering Unmasked Estep 
Score: -15851002.000000 Penalty: 5791.673340
	Iteration 102Q: 3 clusters Score -1.5851e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -15851210.000000 Penalty: 5791.673340
	Iteration 103Q: 3 clusters Score -1.585121e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -15851337.000000 Penalty: 5791.673340
	Iteration 104Q: 3 clusters Score -1.585134e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -15851573.000000 Penalty: 5791.673340
	Iteration 105Q: 3 clusters Score -1.585157e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -15851755.000000 Penalty: 5791.673340
	Iteration 106Q: 3 clusters Score -1.585176e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -15851866.000000 Penalty: 5791.673340
	Iteration 107Q: 3 clusters Score -1.585187e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
Score: -15852015.000000 Penalty: 5791.673340
	Iteration 108Q: 3 clusters Score -1.585202e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -15852103.000000 Penalty: 5791.673340
	Iteration 109Q: 3 clusters Score -1.58521e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -15852173.000000 Penalty: 5791.673340
	Iteration 110Q: 3 clusters Score -1.585217e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -15852242.000000 Penalty: 5791.673340
	Iteration 111Q: 3 clusters Score -1.585224e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -15852293.000000 Penalty: 5791.673340
	Iteration 112Q: 3 clusters Score -1.585229e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -15852343.000000 Penalty: 5791.673340
	Iteration 113Q: 3 clusters Score -1.585234e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -15852409.000000 Penalty: 5791.673340
	Iteration 114Q: 3 clusters Score -1.585241e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 109406 members 
Entering Unmasked Estep 
Score: -15852465.000000 Penalty: 5791.673340
	Iteration 115Q: 3 clusters Score -1.585246e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -15852545.000000 Penalty: 5791.673340
	Iteration 116Q: 3 clusters Score -1.585254e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 109933 members 
Entering Unmasked Estep 
Score: -15852600.000000 Penalty: 5791.673340
	Iteration 117Q: 3 clusters Score -1.58526e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -15852632.000000 Penalty: 5791.673340
	Iteration 118Q: 3 clusters Score -1.585263e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -15852657.000000 Penalty: 5791.673340
	Iteration 119Q: 3 clusters Score -1.585266e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -15852729.000000 Penalty: 5791.673340
	Iteration 120F: 3 clusters Score -1.585273e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 110877 members 
Entering Unmasked Estep 
Score: -15852771.000000 Penalty: 5791.673340
	Iteration 121Q: 3 clusters Score -1.585277e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -15852782.000000 Penalty: 5791.673340
	Iteration 122Q: 3 clusters Score -1.585278e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 111306 members 
Entering Unmasked Estep 
Score: -15852791.000000 Penalty: 5791.673340
	Iteration 123Q: 3 clusters Score -1.585279e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -15852878.000000 Penalty: 5791.673340
	Iteration 124Q: 3 clusters Score -1.585288e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -15852864.000000 Penalty: 5791.673340
	Iteration 125Q: 3 clusters Score -1.585286e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -15852900.000000 Penalty: 5791.673340
	Iteration 126Q: 3 clusters Score -1.58529e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -15852909.000000 Penalty: 5791.673340
	Iteration 127Q: 3 clusters Score -1.585291e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -15852934.000000 Penalty: 5791.673340
	Iteration 128Q: 3 clusters Score -1.585293e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -15852962.000000 Penalty: 5791.673340
	Iteration 129Q: 3 clusters Score -1.585296e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -15852966.000000 Penalty: 5791.673340
	Iteration 130Q: 3 clusters Score -1.585297e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -15852979.000000 Penalty: 5791.673340
	Iteration 131Q: 3 clusters Score -1.585298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -15852987.000000 Penalty: 5791.673340
	Iteration 132Q: 3 clusters Score -1.585299e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 112609 members 
Entering Unmasked Estep 
Score: -15852995.000000 Penalty: 5791.673340
	Iteration 133Q: 3 clusters Score -1.5853e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -15853043.000000 Penalty: 5791.673340
	Iteration 134Q: 3 clusters Score -1.585304e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 112767 members 
Entering Unmasked Estep 
Score: -15853049.000000 Penalty: 5791.673340
	Iteration 135Q: 3 clusters Score -1.585305e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -15853047.000000 Penalty: 5791.673340
	Iteration 136Q: 3 clusters Score -1.585305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -15853057.000000 Penalty: 5791.673340
	Iteration 137Q: 3 clusters Score -1.585306e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -15853084.000000 Penalty: 5791.673340
	Iteration 138Q: 3 clusters Score -1.585308e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -15853067.000000 Penalty: 5791.673340
	Iteration 139Q: 3 clusters Score -1.585307e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -15853084.000000 Penalty: 5791.673340
	Iteration 140F: 3 clusters Score -1.585308e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -15853079.000000 Penalty: 5791.673340
	Iteration 141Q: 3 clusters Score -1.585308e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -15853101.000000 Penalty: 5791.673340
	Iteration 142Q: 3 clusters Score -1.58531e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -15853100.000000 Penalty: 5791.673340
	Iteration 143Q: 3 clusters Score -1.58531e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -15853117.000000 Penalty: 5791.673340
	Iteration 144Q: 3 clusters Score -1.585312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -15853138.000000 Penalty: 5791.673340
	Iteration 145Q: 3 clusters Score -1.585314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -15853151.000000 Penalty: 5791.673340
	Iteration 146Q: 3 clusters Score -1.585315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -15853163.000000 Penalty: 5791.673340
	Iteration 147Q: 3 clusters Score -1.585316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -15853170.000000 Penalty: 5791.673340
	Iteration 148Q: 3 clusters Score -1.585317e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -15853151.000000 Penalty: 5791.673340
	Iteration 149Q: 3 clusters Score -1.585315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -15853167.000000 Penalty: 5791.673340
	Iteration 150Q: 3 clusters Score -1.585317e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -15853172.000000 Penalty: 5791.673340
	Iteration 151Q: 3 clusters Score -1.585317e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 113672 members 
Entering Unmasked Estep 
Score: -15853203.000000 Penalty: 5791.673340
	Iteration 152Q: 3 clusters Score -1.58532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -15853206.000000 Penalty: 5791.673340
	Iteration 153Q: 3 clusters Score -1.585321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -15853204.000000 Penalty: 5791.673340
	Iteration 154Q: 3 clusters Score -1.58532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -15853212.000000 Penalty: 5791.673340
	Iteration 155Q: 3 clusters Score -1.585321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -15853237.000000 Penalty: 5791.673340
	Iteration 156Q: 3 clusters Score -1.585324e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -15853225.000000 Penalty: 5791.673340
	Iteration 157Q: 3 clusters Score -1.585322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -15853231.000000 Penalty: 5791.673340
	Iteration 158Q: 3 clusters Score -1.585323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -15853204.000000 Penalty: 5791.673340
	Iteration 159Q: 3 clusters Score -1.58532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -15853229.000000 Penalty: 5791.673340
	Iteration 160F: 3 clusters Score -1.585323e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -15853204.000000 Penalty: 5791.673340
	Iteration 161Q: 3 clusters Score -1.58532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -15853224.000000 Penalty: 5791.673340
	Iteration 162Q: 3 clusters Score -1.585322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -15853210.000000 Penalty: 5791.673340
	Iteration 163Q: 3 clusters Score -1.585321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -15853193.000000 Penalty: 5791.673340
	Iteration 164Q: 3 clusters Score -1.585319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -15853216.000000 Penalty: 5791.673340
	Iteration 165Q: 3 clusters Score -1.585322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -15853231.000000 Penalty: 5791.673340
	Iteration 166Q: 3 clusters Score -1.585323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 114200 members 
Entering Unmasked Estep 
Score: -15853249.000000 Penalty: 5791.673340
	Iteration 167Q: 3 clusters Score -1.585325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 114221 members 
Entering Unmasked Estep 
Score: -15853234.000000 Penalty: 5791.673340
	Iteration 168Q: 3 clusters Score -1.585323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -15853239.000000 Penalty: 5791.673340
	Iteration 169Q: 3 clusters Score -1.585324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -15853233.000000 Penalty: 5791.673340
	Iteration 170Q: 3 clusters Score -1.585323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 114297 members 
Entering Unmasked Estep 
Score: -15853231.000000 Penalty: 5791.673340
	Iteration 171Q: 3 clusters Score -1.585323e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -15853234.000000 Penalty: 5791.673340
	Iteration 172Q: 3 clusters Score -1.585323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -15853237.000000 Penalty: 5791.673340
	Iteration 173Q: 3 clusters Score -1.585324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -15853259.000000 Penalty: 5791.673340
	Iteration 174Q: 3 clusters Score -1.585326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -15853282.000000 Penalty: 5791.673340
	Iteration 175Q: 3 clusters Score -1.585328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -15853303.000000 Penalty: 5791.673340
	Iteration 176Q: 3 clusters Score -1.58533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -15853297.000000 Penalty: 5791.673340
	Iteration 177Q: 3 clusters Score -1.58533e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -15853317.000000 Penalty: 5791.673340
	Iteration 178Q: 3 clusters Score -1.585332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -15853350.000000 Penalty: 5791.673340
	Iteration 179Q: 3 clusters Score -1.585335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -15853345.000000 Penalty: 5791.673340
	Iteration 180F: 3 clusters Score -1.585334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -15853333.000000 Penalty: 5791.673340
	Iteration 181Q: 3 clusters Score -1.585333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -15853338.000000 Penalty: 5791.673340
	Iteration 182Q: 3 clusters Score -1.585334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -15853346.000000 Penalty: 5791.673340
	Iteration 183Q: 3 clusters Score -1.585335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 114735 members 
Entering Unmasked Estep 
Score: -15853369.000000 Penalty: 5791.673340
	Iteration 184Q: 3 clusters Score -1.585337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -15853361.000000 Penalty: 5791.673340
	Iteration 185Q: 3 clusters Score -1.585336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -15853396.000000 Penalty: 5791.673340
	Iteration 186Q: 3 clusters Score -1.58534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 114795 members 
Entering Unmasked Estep 
Score: -15853395.000000 Penalty: 5791.673340
	Iteration 187Q: 3 clusters Score -1.58534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -15853392.000000 Penalty: 5791.673340
	Iteration 188Q: 3 clusters Score -1.585339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -15853392.000000 Penalty: 5791.673340
	Iteration 189Q: 3 clusters Score -1.585339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -15853401.000000 Penalty: 5791.673340
	Iteration 190Q: 3 clusters Score -1.58534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -15853396.000000 Penalty: 5791.673340
	Iteration 191Q: 3 clusters Score -1.58534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -15853397.000000 Penalty: 5791.673340
	Iteration 192Q: 3 clusters Score -1.58534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -15853389.000000 Penalty: 5791.673340
	Iteration 193Q: 3 clusters Score -1.585339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -15853386.000000 Penalty: 5791.673340
	Iteration 194Q: 3 clusters Score -1.585339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -15853395.000000 Penalty: 5791.673340
	Iteration 195Q: 3 clusters Score -1.58534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 114905 members 
Entering Unmasked Estep 
Score: -15853397.000000 Penalty: 5791.673340
	Iteration 196Q: 3 clusters Score -1.58534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -15853403.000000 Penalty: 5791.673340
	Iteration 197Q: 3 clusters Score -1.58534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 114918 members 
Entering Unmasked Estep 
Score: -15853395.000000 Penalty: 5791.673340
	Iteration 198Q: 3 clusters Score -1.58534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -15853398.000000 Penalty: 5791.673340
	Iteration 199Q: 3 clusters Score -1.58534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -15853405.000000 Penalty: 5791.673340
	Iteration 200F: 3 clusters Score -1.58534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -15853410.000000 Penalty: 5791.673340
	Iteration 201Q: 3 clusters Score -1.585341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 114933 members 
Entering Unmasked Estep 
Score: -15853419.000000 Penalty: 5791.673340
	Iteration 202Q: 3 clusters Score -1.585342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -15853411.000000 Penalty: 5791.673340
	Iteration 203Q: 3 clusters Score -1.585341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -15853407.000000 Penalty: 5791.673340
	Iteration 204Q: 3 clusters Score -1.585341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -15853396.000000 Penalty: 5791.673340
	Iteration 205Q: 3 clusters Score -1.58534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -15853403.000000 Penalty: 5791.673340
	Iteration 206Q: 3 clusters Score -1.58534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -15853403.000000 Penalty: 5791.673340
	Iteration 207F: 3 clusters Score -1.58534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -91981.726562 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -91981.73 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 411 members 
Entering Unmasked Estep 
Score: -90209.906250 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -90209.91 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90607.023438 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -90607.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90811.437500 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -90811.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90936.742188 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -90936.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91052.234375 Penalty: 3327.814941
	Iteration 4F: 3 clusters Score -91052.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91140.312500 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -91140.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91240.187500 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -91240.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91307.171875 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -91307.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91347.968750 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -91347.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91371.132812 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -91371.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91385.406250 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -91385.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91390.125000 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -91390.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91391.117188 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -91391.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91391.117188 Penalty: 3327.814941
	Iteration 13F: 3 clusters Score -91391.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (139572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139572 members 
Entering Unmasked Estep 
Score: -18686180.000000 Penalty: 2937.891113
	Iteration 0F: 2 clusters Score -1.868618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -18599904.000000 Penalty: 5875.782227
	Iteration 0F: 3 clusters Score -1.85999e+07 nChanged 66481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -18638528.000000 Penalty: 5875.782227
	Iteration 1F: 3 clusters Score -1.863853e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -18639954.000000 Penalty: 5875.782227
	Iteration 2Q: 3 clusters Score -1.863995e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -18641934.000000 Penalty: 5875.782227
	Iteration 3Q: 3 clusters Score -1.864193e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -18644866.000000 Penalty: 5875.782227
	Iteration 4Q: 3 clusters Score -1.864487e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -18649360.000000 Penalty: 5875.782227
	Iteration 5F: 3 clusters Score -1.864936e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -18655486.000000 Penalty: 5875.782227
	Iteration 6F: 3 clusters Score -1.865549e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -18662660.000000 Penalty: 5875.782227
	Iteration 7F: 3 clusters Score -1.866266e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -18670478.000000 Penalty: 5875.782227
	Iteration 8F: 3 clusters Score -1.867048e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -18675830.000000 Penalty: 5875.782227
	Iteration 9F: 3 clusters Score -1.867583e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -18678098.000000 Penalty: 5875.782227
	Iteration 10Q: 3 clusters Score -1.86781e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -18679222.000000 Penalty: 5875.782227
	Iteration 11Q: 3 clusters Score -1.867922e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -18680076.000000 Penalty: 5875.782227
	Iteration 12Q: 3 clusters Score -1.868008e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -18680688.000000 Penalty: 5875.782227
	Iteration 13Q: 3 clusters Score -1.868069e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -18681116.000000 Penalty: 5875.782227
	Iteration 14Q: 3 clusters Score -1.868112e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -18681394.000000 Penalty: 5875.782227
	Iteration 15Q: 3 clusters Score -1.868139e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -18681642.000000 Penalty: 5875.782227
	Iteration 16Q: 3 clusters Score -1.868164e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -18681800.000000 Penalty: 5875.782227
	Iteration 17Q: 3 clusters Score -1.86818e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -18681836.000000 Penalty: 5875.782227
	Iteration 18Q: 3 clusters Score -1.868184e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -18681864.000000 Penalty: 5875.782227
	Iteration 19Q: 3 clusters Score -1.868186e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -18681938.000000 Penalty: 5875.782227
	Iteration 20F: 3 clusters Score -1.868194e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -18681974.000000 Penalty: 5875.782227
	Iteration 21Q: 3 clusters Score -1.868197e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -18681934.000000 Penalty: 5875.782227
	Iteration 22Q: 3 clusters Score -1.868193e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -18681916.000000 Penalty: 5875.782227
	Iteration 23Q: 3 clusters Score -1.868192e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -18681926.000000 Penalty: 5875.782227
	Iteration 24Q: 3 clusters Score -1.868193e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -18681890.000000 Penalty: 5875.782227
	Iteration 25Q: 3 clusters Score -1.868189e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -18681880.000000 Penalty: 5875.782227
	Iteration 26Q: 3 clusters Score -1.868188e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -18681806.000000 Penalty: 5875.782227
	Iteration 27Q: 3 clusters Score -1.868181e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -18681820.000000 Penalty: 5875.782227
	Iteration 28Q: 3 clusters Score -1.868182e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -18681814.000000 Penalty: 5875.782227
	Iteration 29Q: 3 clusters Score -1.868181e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -18681760.000000 Penalty: 5875.782227
	Iteration 30Q: 3 clusters Score -1.868176e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -18681738.000000 Penalty: 5875.782227
	Iteration 31Q: 3 clusters Score -1.868174e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -18681594.000000 Penalty: 5875.782227
	Iteration 32Q: 3 clusters Score -1.868159e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -18681594.000000 Penalty: 5875.782227
	Iteration 33Q: 3 clusters Score -1.868159e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -18681586.000000 Penalty: 5875.782227
	Iteration 34Q: 3 clusters Score -1.868159e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -18681604.000000 Penalty: 5875.782227
	Iteration 35Q: 3 clusters Score -1.86816e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -18681614.000000 Penalty: 5875.782227
	Iteration 36Q: 3 clusters Score -1.868161e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -18681616.000000 Penalty: 5875.782227
	Iteration 37Q: 3 clusters Score -1.868162e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -18681548.000000 Penalty: 5875.782227
	Iteration 38Q: 3 clusters Score -1.868155e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -18681584.000000 Penalty: 5875.782227
	Iteration 39Q: 3 clusters Score -1.868158e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -18681692.000000 Penalty: 5875.782227
	Iteration 40F: 3 clusters Score -1.868169e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -18681690.000000 Penalty: 5875.782227
	Iteration 41Q: 3 clusters Score -1.868169e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -18681716.000000 Penalty: 5875.782227
	Iteration 42Q: 3 clusters Score -1.868172e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -18681738.000000 Penalty: 5875.782227
	Iteration 43Q: 3 clusters Score -1.868174e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -18681672.000000 Penalty: 5875.782227
	Iteration 44Q: 3 clusters Score -1.868167e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -18681738.000000 Penalty: 5875.782227
	Iteration 45Q: 3 clusters Score -1.868174e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -18681700.000000 Penalty: 5875.782227
	Iteration 46Q: 3 clusters Score -1.86817e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -18681644.000000 Penalty: 5875.782227
	Iteration 47Q: 3 clusters Score -1.868164e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -18681594.000000 Penalty: 5875.782227
	Iteration 48Q: 3 clusters Score -1.868159e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -18681632.000000 Penalty: 5875.782227
	Iteration 49Q: 3 clusters Score -1.868163e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -18681658.000000 Penalty: 5875.782227
	Iteration 50Q: 3 clusters Score -1.868166e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -18681784.000000 Penalty: 5875.782227
	Iteration 51Q: 3 clusters Score -1.868178e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -18681804.000000 Penalty: 5875.782227
	Iteration 52Q: 3 clusters Score -1.86818e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -18681786.000000 Penalty: 5875.782227
	Iteration 53Q: 3 clusters Score -1.868179e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -18681826.000000 Penalty: 5875.782227
	Iteration 54Q: 3 clusters Score -1.868183e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -18681818.000000 Penalty: 5875.782227
	Iteration 55Q: 3 clusters Score -1.868182e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -18681792.000000 Penalty: 5875.782227
	Iteration 56Q: 3 clusters Score -1.868179e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -18681778.000000 Penalty: 5875.782227
	Iteration 57Q: 3 clusters Score -1.868178e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -18681772.000000 Penalty: 5875.782227
	Iteration 58Q: 3 clusters Score -1.868177e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -18681786.000000 Penalty: 5875.782227
	Iteration 59Q: 3 clusters Score -1.868179e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -18681730.000000 Penalty: 5875.782227
	Iteration 60F: 3 clusters Score -1.868173e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -18681702.000000 Penalty: 5875.782227
	Iteration 61Q: 3 clusters Score -1.86817e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -18681674.000000 Penalty: 5875.782227
	Iteration 62Q: 3 clusters Score -1.868167e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -18681720.000000 Penalty: 5875.782227
	Iteration 63Q: 3 clusters Score -1.868172e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -18681702.000000 Penalty: 5875.782227
	Iteration 64Q: 3 clusters Score -1.86817e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -18681738.000000 Penalty: 5875.782227
	Iteration 65Q: 3 clusters Score -1.868174e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -18681738.000000 Penalty: 5875.782227
	Iteration 66Q: 3 clusters Score -1.868174e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -18681738.000000 Penalty: 5875.782227
	Iteration 67Q: 3 clusters Score -1.868174e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -18681736.000000 Penalty: 5875.782227
	Iteration 68Q: 3 clusters Score -1.868174e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -18681770.000000 Penalty: 5875.782227
	Iteration 69Q: 3 clusters Score -1.868177e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -18681768.000000 Penalty: 5875.782227
	Iteration 70Q: 3 clusters Score -1.868177e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -18681800.000000 Penalty: 5875.782227
	Iteration 71Q: 3 clusters Score -1.86818e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -18681812.000000 Penalty: 5875.782227
	Iteration 72Q: 3 clusters Score -1.868181e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -18681790.000000 Penalty: 5875.782227
	Iteration 73Q: 3 clusters Score -1.868179e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -18681838.000000 Penalty: 5875.782227
	Iteration 74Q: 3 clusters Score -1.868184e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -18681830.000000 Penalty: 5875.782227
	Iteration 75Q: 3 clusters Score -1.868183e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -18681806.000000 Penalty: 5875.782227
	Iteration 76Q: 3 clusters Score -1.868181e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -18681808.000000 Penalty: 5875.782227
	Iteration 77Q: 3 clusters Score -1.868181e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -18681812.000000 Penalty: 5875.782227
	Iteration 78Q: 3 clusters Score -1.868181e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -18681796.000000 Penalty: 5875.782227
	Iteration 79Q: 3 clusters Score -1.86818e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -18681802.000000 Penalty: 5875.782227
	Iteration 80F: 3 clusters Score -1.86818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -18681796.000000 Penalty: 5875.782227
	Iteration 81Q: 3 clusters Score -1.86818e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -18681800.000000 Penalty: 5875.782227
	Iteration 82Q: 3 clusters Score -1.86818e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -18681794.000000 Penalty: 5875.782227
	Iteration 83Q: 3 clusters Score -1.868179e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -18681796.000000 Penalty: 5875.782227
	Iteration 84Q: 3 clusters Score -1.86818e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -18681822.000000 Penalty: 5875.782227
	Iteration 85Q: 3 clusters Score -1.868182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -18681828.000000 Penalty: 5875.782227
	Iteration 86Q: 3 clusters Score -1.868183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -18681820.000000 Penalty: 5875.782227
	Iteration 87Q: 3 clusters Score -1.868182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -18681828.000000 Penalty: 5875.782227
	Iteration 88Q: 3 clusters Score -1.868183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -18681834.000000 Penalty: 5875.782227
	Iteration 89Q: 3 clusters Score -1.868183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -18681828.000000 Penalty: 5875.782227
	Iteration 90Q: 3 clusters Score -1.868183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -18681840.000000 Penalty: 5875.782227
	Iteration 91Q: 3 clusters Score -1.868184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -18681830.000000 Penalty: 5875.782227
	Iteration 92Q: 3 clusters Score -1.868183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -18681846.000000 Penalty: 5875.782227
	Iteration 93Q: 3 clusters Score -1.868185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -18681848.000000 Penalty: 5875.782227
	Iteration 94Q: 3 clusters Score -1.868185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 95Q: 3 clusters Score -1.868184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -18681826.000000 Penalty: 5875.782227
	Iteration 96Q: 3 clusters Score -1.868183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -18681834.000000 Penalty: 5875.782227
	Iteration 97Q: 3 clusters Score -1.868183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -18681832.000000 Penalty: 5875.782227
	Iteration 98Q: 3 clusters Score -1.868183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 99Q: 3 clusters Score -1.868184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -18681830.000000 Penalty: 5875.782227
	Iteration 100F: 3 clusters Score -1.868183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -18681832.000000 Penalty: 5875.782227
	Iteration 101Q: 3 clusters Score -1.868183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -18681834.000000 Penalty: 5875.782227
	Iteration 102Q: 3 clusters Score -1.868183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -18681834.000000 Penalty: 5875.782227
	Iteration 103Q: 3 clusters Score -1.868183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -18681832.000000 Penalty: 5875.782227
	Iteration 104Q: 3 clusters Score -1.868183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -18681844.000000 Penalty: 5875.782227
	Iteration 105Q: 3 clusters Score -1.868184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -18681832.000000 Penalty: 5875.782227
	Iteration 106Q: 3 clusters Score -1.868183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -18681836.000000 Penalty: 5875.782227
	Iteration 107Q: 3 clusters Score -1.868184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -18681834.000000 Penalty: 5875.782227
	Iteration 108Q: 3 clusters Score -1.868183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 109Q: 3 clusters Score -1.868184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -18681846.000000 Penalty: 5875.782227
	Iteration 110Q: 3 clusters Score -1.868185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -18681846.000000 Penalty: 5875.782227
	Iteration 111Q: 3 clusters Score -1.868185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -18681844.000000 Penalty: 5875.782227
	Iteration 112Q: 3 clusters Score -1.868184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -18681844.000000 Penalty: 5875.782227
	Iteration 113Q: 3 clusters Score -1.868184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -18681854.000000 Penalty: 5875.782227
	Iteration 114Q: 3 clusters Score -1.868185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -18681862.000000 Penalty: 5875.782227
	Iteration 115Q: 3 clusters Score -1.868186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -18681850.000000 Penalty: 5875.782227
	Iteration 116Q: 3 clusters Score -1.868185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -18681840.000000 Penalty: 5875.782227
	Iteration 117Q: 3 clusters Score -1.868184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 118Q: 3 clusters Score -1.868184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 119Q: 3 clusters Score -1.868184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 120F: 3 clusters Score -1.868184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -18681842.000000 Penalty: 5875.782227
	Iteration 121Q: 3 clusters Score -1.868184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -18681846.000000 Penalty: 5875.782227
	Iteration 122Q: 3 clusters Score -1.868185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -18681846.000000 Penalty: 5875.782227
	Iteration 123F: 3 clusters Score -1.868185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31283.599609 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29986.677734 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -29986.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30374.384766 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30374.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30556.019531 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30556.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30733.289062 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -30733.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30837.125000 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30837.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30971.845703 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30971.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31053.826172 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -31053.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31086.072266 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -31086.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31139.261719 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -31139.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31156.212891 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -31156.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31179.138672 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -31179.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31185.886719 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -31185.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31185.886719 Penalty: 2912.570557
	Iteration 12F: 3 clusters Score -31185.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -401185.468750 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -401185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -397860.750000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -397860.8 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -398510.281250 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -398510.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -398679.718750 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -398679.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -398801.531250 Penalty: 3976.911377
	Iteration 3Q: 3 clusters Score -398801.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -398903.500000 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -398903.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -399006.656250 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -399006.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -399100.312500 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -399100.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -399195.718750 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -399195.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -399316.187500 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -399316.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -399433.750000 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -399433.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -399576.156250 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -399576.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -399715.125000 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -399715.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -399814.593750 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -399814.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -399890.343750 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -399890.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -399944.000000 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -399944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -399971.906250 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -399971.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -399990.656250 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -399990.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -400006.812500 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -400006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -400017.625000 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -400017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -400027.343750 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -400027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -400032.375000 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -400032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -400037.562500 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -400037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -400042.906250 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -400042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -400046.093750 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -400046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -400048.062500 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -400048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -400050.281250 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -400050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -400051.937500 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -400051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -400052.406250 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -400052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -400054.187500 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -400054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -400054.125000 Penalty: 3976.911377
	Iteration 29Q: 3 clusters Score -400054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -400054.125000 Penalty: 3976.911377
	Iteration 30F: 3 clusters Score -400054.1 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: -72315.007812 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -72315.01 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 303 members 
Entering Unmasked Estep 
Score: -70704.851562 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -70704.85 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70906.718750 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -70906.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70974.937500 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -70974.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71020.429688 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -71020.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71064.710938 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -71064.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71094.492188 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -71094.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71106.335938 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -71106.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71116.843750 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -71116.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71119.343750 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -71119.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71119.343750 Penalty: 3179.446777
	Iteration 9F: 3 clusters Score -71119.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24746.980469 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24746.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23622.328125 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23622.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23805.916016 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23805.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23827.103516 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23841.460938 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23841.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23841.460938 Penalty: 2697.287354
	Iteration 4F: 3 clusters Score -23841.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -35325.097656 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -35325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34075.148438 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -34075.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34204.757812 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -34204.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34247.398438 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -34247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34272.203125 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -34272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34284.648438 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -34284.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34284.648438 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -34284.65 nChanged 0
--- Evaluating fit on full set of 1428540 points ---
Entering Unmasked Estep 
Score: -188029136.000000 Penalty: 73808.625000
20->22 Clusters: Score -188029136.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 476180 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 23666 members 
Mstep: Class 3 contains 23901 members 
Mstep: Class 4 contains 23850 members 
Mstep: Class 5 contains 23876 members 
Mstep: Class 6 contains 23787 members 
Mstep: Class 7 contains 23714 members 
Mstep: Class 8 contains 23902 members 
Mstep: Class 9 contains 23677 members 
Mstep: Class 10 contains 23856 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 23832 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 14 contains 24005 members 
Mstep: Class 15 contains 24001 members 
Mstep: Class 16 contains 23687 members 
Mstep: Class 17 contains 23859 members 
Mstep: Class 18 contains 23567 members 
Mstep: Class 19 contains 23742 members 
Mstep: Class 20 contains 23897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 245.607910 but Gain 3242.238281
Score: -59800560.000000 Penalty: 61602.574219
Iteration 0F: 20 clusters Score -5.980056e+07 nChanged 451386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2311 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 22440 members 
Mstep: Class 3 contains 46446 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 17283 members 
Mstep: Class 6 contains 11872 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 14633 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 21519 members 
Mstep: Class 13 contains 102229 members 
Mstep: Class 14 contains 63089 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 22734 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1680.358887 but Gain 3242.242188
Score: -61880824.000000 Penalty: 58360.332031
Iteration 1F: 19 clusters Score -6.188082e+07 nChanged 146739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2227 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 41561 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 9735 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 125033 members 
Mstep: Class 14 contains 63804 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 28795 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 20 contains 12936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1485.161133 but Gain 3242.242188
Score: -62182556.000000 Penalty: 55118.089844
Iteration 2F: 18 clusters Score -6.218256e+07 nChanged 105019
Entering Unmasked Mstep 
Mstep: Class 0 contains 2174 members 
Mstep: Class 1 contains 134726 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 31933 members 
Mstep: Class 4 contains 876 members 
Mstep: Class 5 contains 5430 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 13569 members 
Mstep: Class 12 contains 8122 members 
Mstep: Class 13 contains 137696 members 
Mstep: Class 14 contains 49752 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 37021 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 20 contains 23521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1604.726318 but Gain 3242.238281
Score: -62337284.000000 Penalty: 51875.851562
Iteration 3F: 17 clusters Score -6.233728e+07 nChanged 78557
Entering Unmasked Mstep 
Mstep: Class 0 contains 2142 members 
Mstep: Class 1 contains 140839 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 24431 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 16748 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 144825 members 
Mstep: Class 14 contains 33708 members 
Mstep: Class 16 contains 43168 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 20 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2721.856201 but Gain 3242.242188
Score: -62420984.000000 Penalty: 48633.609375
Iteration 4F: 16 clusters Score -6.242098e+07 nChanged 58484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1868 members 
Mstep: Class 1 contains 146745 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 19124 members 
Mstep: Class 4 contains 660 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 18040 members 
Mstep: Class 12 contains 4352 members 
Mstep: Class 13 contains 150468 members 
Mstep: Class 14 contains 20366 members 
Mstep: Class 16 contains 46439 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 20 contains 35823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62550656.000000 Penalty: 48633.609375
Iteration 5F: 16 clusters Score -6.255066e+07 nChanged 46463
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 15058 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 16010 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 154697 members 
Mstep: Class 14 contains 11061 members 
Mstep: Class 16 contains 48031 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 20 contains 37306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62629892.000000 Penalty: 48633.609375
Iteration 6F: 16 clusters Score -6.262989e+07 nChanged 38791
Entering Unmasked Mstep 
Mstep: Class 0 contains 394 members 
Mstep: Class 1 contains 159850 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 17592 members 
Mstep: Class 11 contains 17856 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 156254 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 20 contains 36840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3162.022949 but Gain 3242.238281
Score: -62685372.000000 Penalty: 45391.371094
Iteration 7F: 15 clusters Score -6.268537e+07 nChanged 37413
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 5118 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 18977 members 
Mstep: Class 11 contains 17458 members 
Mstep: Class 12 contains 2926 members 
Mstep: Class 13 contains 155360 members 
Mstep: Class 16 contains 48619 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707988.000000 Penalty: 45391.371094
Iteration 8F: 15 clusters Score -6.270799e+07 nChanged 30304
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 179627 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 19889 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 150244 members 
Mstep: Class 16 contains 47658 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 20 contains 33489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720532.000000 Penalty: 45391.371094
Iteration 9F: 15 clusters Score -6.272053e+07 nChanged 26767
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 189710 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 20368 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 143565 members 
Mstep: Class 16 contains 46588 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 20 contains 32567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62727520.000000 Penalty: 45391.371094
Iteration 10F: 15 clusters Score -6.272752e+07 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 198583 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 5175 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 10 contains 20409 members 
Mstep: Class 11 contains 17292 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 136613 members 
Mstep: Class 16 contains 45762 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 20 contains 32633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62728844.000000 Penalty: 45391.371094
Iteration 11Q: 15 clusters Score -6.272884e+07 nChanged 17824
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 204621 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 4478 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 20069 members 
Mstep: Class 11 contains 17524 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 131337 members 
Mstep: Class 16 contains 45182 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 20 contains 33498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62725124.000000 Penalty: 45391.371094
Iteration 12Q: 15 clusters Score -6.272512e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 207529 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 1275 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 9 contains 4046 members 
Mstep: Class 10 contains 19516 members 
Mstep: Class 11 contains 17813 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 128122 members 
Mstep: Class 16 contains 45099 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 20 contains 34800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62723004.000000 Penalty: 45391.371094
Iteration 13Q: 15 clusters Score -6.2723e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 208612 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 19034 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 126024 members 
Mstep: Class 16 contains 45226 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 20 contains 36201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721336.000000 Penalty: 45391.371094
Iteration 14Q: 15 clusters Score -6.272134e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 9 contains 4148 members 
Mstep: Class 10 contains 18656 members 
Mstep: Class 11 contains 18547 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 124581 members 
Mstep: Class 16 contains 45514 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 20 contains 37525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720416.000000 Penalty: 45391.371094
Iteration 15Q: 15 clusters Score -6.272042e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 208259 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 18886 members 
Mstep: Class 12 contains 2418 members 
Mstep: Class 13 contains 123477 members 
Mstep: Class 16 contains 45891 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 20 contains 38703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62719872.000000 Penalty: 45391.371094
Iteration 16Q: 15 clusters Score -6.271987e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 2269 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 3197 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 18203 members 
Mstep: Class 11 contains 19194 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 122730 members 
Mstep: Class 16 contains 46285 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 20 contains 39698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62719696.000000 Penalty: 45391.371094
Iteration 17Q: 15 clusters Score -6.27197e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 206758 members 
Mstep: Class 2 contains 2269 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 9 contains 4226 members 
Mstep: Class 10 contains 18070 members 
Mstep: Class 11 contains 19457 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 122238 members 
Mstep: Class 16 contains 46577 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 20 contains 40520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62719608.000000 Penalty: 45391.371094
Iteration 18Q: 15 clusters Score -6.271961e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 205978 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 17986 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 121841 members 
Mstep: Class 16 contains 46843 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 20 contains 41191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62719744.000000 Penalty: 45391.371094
Iteration 19Q: 15 clusters Score -6.271974e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 205107 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 17983 members 
Mstep: Class 11 contains 19912 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 121642 members 
Mstep: Class 16 contains 47013 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 20 contains 41752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720288.000000 Penalty: 45391.371094
Iteration 20F: 15 clusters Score -6.272029e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 204327 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 17980 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 121507 members 
Mstep: Class 16 contains 47137 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 20 contains 42188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720380.000000 Penalty: 45391.371094
Iteration 21Q: 15 clusters Score -6.272038e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 18037 members 
Mstep: Class 11 contains 20224 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 121460 members 
Mstep: Class 16 contains 47233 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 42543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720956.000000 Penalty: 45391.371094
Iteration 22Q: 15 clusters Score -6.272096e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 202699 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 18112 members 
Mstep: Class 11 contains 20341 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 13 contains 121527 members 
Mstep: Class 16 contains 47244 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 42836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721552.000000 Penalty: 45391.371094
Iteration 23Q: 15 clusters Score -6.272155e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 202033 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 18151 members 
Mstep: Class 11 contains 20430 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 121566 members 
Mstep: Class 16 contains 47172 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62722368.000000 Penalty: 45391.371094
Iteration 24Q: 15 clusters Score -6.272237e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 201429 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 2891 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 18201 members 
Mstep: Class 11 contains 20504 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 121642 members 
Mstep: Class 16 contains 46973 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62722920.000000 Penalty: 45391.371094
Iteration 25Q: 15 clusters Score -6.272292e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 200804 members 
Mstep: Class 2 contains 2349 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 18252 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 121812 members 
Mstep: Class 16 contains 46660 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62723632.000000 Penalty: 45391.371094
Iteration 26Q: 15 clusters Score -6.272363e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 200243 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 18308 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 5858 members 
Mstep: Class 13 contains 121996 members 
Mstep: Class 16 contains 46217 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62724400.000000 Penalty: 45391.371094
Iteration 27Q: 15 clusters Score -6.27244e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 199739 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 18368 members 
Mstep: Class 11 contains 20682 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 122243 members 
Mstep: Class 16 contains 45627 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62725296.000000 Penalty: 45391.371094
Iteration 28Q: 15 clusters Score -6.27253e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 199274 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 18444 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 122538 members 
Mstep: Class 16 contains 44838 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62726528.000000 Penalty: 45391.371094
Iteration 29Q: 15 clusters Score -6.272653e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 198969 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 3116 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 20773 members 
Mstep: Class 12 contains 8221 members 
Mstep: Class 13 contains 122819 members 
Mstep: Class 16 contains 43865 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62727564.000000 Penalty: 45391.371094
Iteration 30Q: 15 clusters Score -6.272756e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 18585 members 
Mstep: Class 11 contains 20809 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 123175 members 
Mstep: Class 16 contains 42693 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62728616.000000 Penalty: 45391.371094
Iteration 31Q: 15 clusters Score -6.272862e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 198467 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 2285 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 18671 members 
Mstep: Class 11 contains 20852 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 123542 members 
Mstep: Class 16 contains 41470 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62729672.000000 Penalty: 45391.371094
Iteration 32Q: 15 clusters Score -6.272967e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 198259 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 18740 members 
Mstep: Class 11 contains 20918 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 123933 members 
Mstep: Class 16 contains 40257 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62730456.000000 Penalty: 45391.371094
Iteration 33Q: 15 clusters Score -6.273046e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 198122 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 18786 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 13 contains 124227 members 
Mstep: Class 16 contains 39173 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62731016.000000 Penalty: 45391.371094
Iteration 34Q: 15 clusters Score -6.273102e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 197947 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 2207 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 18785 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 12473 members 
Mstep: Class 13 contains 124534 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62731552.000000 Penalty: 45391.371094
Iteration 35Q: 15 clusters Score -6.273155e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 197787 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 13044 members 
Mstep: Class 13 contains 124782 members 
Mstep: Class 16 contains 37452 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62731788.000000 Penalty: 45391.371094
Iteration 36Q: 15 clusters Score -6.273179e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 197621 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 2642 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 18806 members 
Mstep: Class 11 contains 21211 members 
Mstep: Class 12 contains 13507 members 
Mstep: Class 13 contains 124956 members 
Mstep: Class 16 contains 36856 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 43966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62732064.000000 Penalty: 45391.371094
Iteration 37Q: 15 clusters Score -6.273206e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 197427 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 3109 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 18809 members 
Mstep: Class 11 contains 21279 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 125089 members 
Mstep: Class 16 contains 36370 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 44035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62732180.000000 Penalty: 45391.371094
Iteration 38Q: 15 clusters Score -6.273218e+07 nChanged 1585
Entering ConstructFrom: 
Score: -62732180.000000 Penalty: 45391.371094
Entering ConstructFrom: 
Trying to split cluster 1 (197256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197256 members 
Entering Unmasked Estep 
Score: -26406066.000000 Penalty: 3023.679932
	Iteration 0F: 2 clusters Score -2.640607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -26294292.000000 Penalty: 6047.359863
	Iteration 0F: 3 clusters Score -2.629429e+07 nChanged 95058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -26349038.000000 Penalty: 6047.359863
	Iteration 1F: 3 clusters Score -2.634904e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -26349978.000000 Penalty: 6047.359863
	Iteration 2Q: 3 clusters Score -2.634998e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -26350948.000000 Penalty: 6047.359863
	Iteration 3Q: 3 clusters Score -2.635095e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -26352272.000000 Penalty: 6047.359863
	Iteration 4Q: 3 clusters Score -2.635227e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -26354032.000000 Penalty: 6047.359863
	Iteration 5Q: 3 clusters Score -2.635403e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -26356384.000000 Penalty: 6047.359863
	Iteration 6Q: 3 clusters Score -2.635638e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -26360376.000000 Penalty: 6047.359863
	Iteration 7Q: 3 clusters Score -2.636038e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -26366736.000000 Penalty: 6047.359863
	Iteration 8F: 3 clusters Score -2.636674e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 115220 members 
Entering Unmasked Estep 
Score: -26374930.000000 Penalty: 6047.359863
	Iteration 9F: 3 clusters Score -2.637493e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 117331 members 
Entering Unmasked Estep 
Score: -26383872.000000 Penalty: 6047.359863
	Iteration 10F: 3 clusters Score -2.638387e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 117589 members 
Entering Unmasked Estep 
Score: -26390452.000000 Penalty: 6047.359863
	Iteration 11F: 3 clusters Score -2.639045e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -26393560.000000 Penalty: 6047.359863
	Iteration 12Q: 3 clusters Score -2.639356e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -26394880.000000 Penalty: 6047.359863
	Iteration 13Q: 3 clusters Score -2.639488e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -26395626.000000 Penalty: 6047.359863
	Iteration 14Q: 3 clusters Score -2.639563e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -26396260.000000 Penalty: 6047.359863
	Iteration 15Q: 3 clusters Score -2.639626e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -26397074.000000 Penalty: 6047.359863
	Iteration 16Q: 3 clusters Score -2.639707e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -26397766.000000 Penalty: 6047.359863
	Iteration 17Q: 3 clusters Score -2.639777e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -26398434.000000 Penalty: 6047.359863
	Iteration 18Q: 3 clusters Score -2.639843e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -26399326.000000 Penalty: 6047.359863
	Iteration 19Q: 3 clusters Score -2.639933e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -26400238.000000 Penalty: 6047.359863
	Iteration 20F: 3 clusters Score -2.640024e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -26401110.000000 Penalty: 6047.359863
	Iteration 21Q: 3 clusters Score -2.640111e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -26402150.000000 Penalty: 6047.359863
	Iteration 22Q: 3 clusters Score -2.640215e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -26402878.000000 Penalty: 6047.359863
	Iteration 23Q: 3 clusters Score -2.640288e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -26403824.000000 Penalty: 6047.359863
	Iteration 24Q: 3 clusters Score -2.640382e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -26404568.000000 Penalty: 6047.359863
	Iteration 25Q: 3 clusters Score -2.640457e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -26405088.000000 Penalty: 6047.359863
	Iteration 26Q: 3 clusters Score -2.640509e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -26405770.000000 Penalty: 6047.359863
	Iteration 27Q: 3 clusters Score -2.640577e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -26406300.000000 Penalty: 6047.359863
	Iteration 28Q: 3 clusters Score -2.64063e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -26406548.000000 Penalty: 6047.359863
	Iteration 29Q: 3 clusters Score -2.640655e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -26406700.000000 Penalty: 6047.359863
	Iteration 30Q: 3 clusters Score -2.64067e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -26406882.000000 Penalty: 6047.359863
	Iteration 31Q: 3 clusters Score -2.640688e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -26407084.000000 Penalty: 6047.359863
	Iteration 32Q: 3 clusters Score -2.640708e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -26407096.000000 Penalty: 6047.359863
	Iteration 33Q: 3 clusters Score -2.64071e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -26407082.000000 Penalty: 6047.359863
	Iteration 34Q: 3 clusters Score -2.640708e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -26407240.000000 Penalty: 6047.359863
	Iteration 35Q: 3 clusters Score -2.640724e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -26407286.000000 Penalty: 6047.359863
	Iteration 36Q: 3 clusters Score -2.640729e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -26407260.000000 Penalty: 6047.359863
	Iteration 37Q: 3 clusters Score -2.640726e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -26407362.000000 Penalty: 6047.359863
	Iteration 38Q: 3 clusters Score -2.640736e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -26407360.000000 Penalty: 6047.359863
	Iteration 39Q: 3 clusters Score -2.640736e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -26407366.000000 Penalty: 6047.359863
	Iteration 40F: 3 clusters Score -2.640737e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -26407426.000000 Penalty: 6047.359863
	Iteration 41Q: 3 clusters Score -2.640743e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -26407452.000000 Penalty: 6047.359863
	Iteration 42Q: 3 clusters Score -2.640745e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -26407420.000000 Penalty: 6047.359863
	Iteration 43Q: 3 clusters Score -2.640742e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99717 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -26407352.000000 Penalty: 6047.359863
	Iteration 44Q: 3 clusters Score -2.640735e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -26407364.000000 Penalty: 6047.359863
	Iteration 45Q: 3 clusters Score -2.640736e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -26407360.000000 Penalty: 6047.359863
	Iteration 46Q: 3 clusters Score -2.640736e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 97584 members 
Entering Unmasked Estep 
Score: -26407368.000000 Penalty: 6047.359863
	Iteration 47Q: 3 clusters Score -2.640737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -26407360.000000 Penalty: 6047.359863
	Iteration 48Q: 3 clusters Score -2.640736e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -26407354.000000 Penalty: 6047.359863
	Iteration 49Q: 3 clusters Score -2.640735e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -26407388.000000 Penalty: 6047.359863
	Iteration 50Q: 3 clusters Score -2.640739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -26407398.000000 Penalty: 6047.359863
	Iteration 51Q: 3 clusters Score -2.64074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -26407366.000000 Penalty: 6047.359863
	Iteration 52Q: 3 clusters Score -2.640737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -26407384.000000 Penalty: 6047.359863
	Iteration 53Q: 3 clusters Score -2.640738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -26407366.000000 Penalty: 6047.359863
	Iteration 54Q: 3 clusters Score -2.640737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -26407382.000000 Penalty: 6047.359863
	Iteration 55Q: 3 clusters Score -2.640738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -26407394.000000 Penalty: 6047.359863
	Iteration 56Q: 3 clusters Score -2.640739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -26407396.000000 Penalty: 6047.359863
	Iteration 57Q: 3 clusters Score -2.64074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -26407380.000000 Penalty: 6047.359863
	Iteration 58Q: 3 clusters Score -2.640738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -26407382.000000 Penalty: 6047.359863
	Iteration 59Q: 3 clusters Score -2.640738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -26407386.000000 Penalty: 6047.359863
	Iteration 60F: 3 clusters Score -2.640739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -26407388.000000 Penalty: 6047.359863
	Iteration 61Q: 3 clusters Score -2.640739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -26407382.000000 Penalty: 6047.359863
	Iteration 62Q: 3 clusters Score -2.640738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -26407390.000000 Penalty: 6047.359863
	Iteration 63Q: 3 clusters Score -2.640739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -26407392.000000 Penalty: 6047.359863
	Iteration 64Q: 3 clusters Score -2.640739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -26407392.000000 Penalty: 6047.359863
	Iteration 65Q: 3 clusters Score -2.640739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -26407406.000000 Penalty: 6047.359863
	Iteration 66Q: 3 clusters Score -2.640741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -26407406.000000 Penalty: 6047.359863
	Iteration 67Q: 3 clusters Score -2.640741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -26407394.000000 Penalty: 6047.359863
	Iteration 68Q: 3 clusters Score -2.640739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -26407396.000000 Penalty: 6047.359863
	Iteration 69Q: 3 clusters Score -2.64074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -26407408.000000 Penalty: 6047.359863
	Iteration 70Q: 3 clusters Score -2.640741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -26407414.000000 Penalty: 6047.359863
	Iteration 71Q: 3 clusters Score -2.640741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -26407420.000000 Penalty: 6047.359863
	Iteration 72Q: 3 clusters Score -2.640742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -26407418.000000 Penalty: 6047.359863
	Iteration 73Q: 3 clusters Score -2.640742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -26407402.000000 Penalty: 6047.359863
	Iteration 74Q: 3 clusters Score -2.64074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -26407408.000000 Penalty: 6047.359863
	Iteration 75Q: 3 clusters Score -2.640741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -26407410.000000 Penalty: 6047.359863
	Iteration 76Q: 3 clusters Score -2.640741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -26407414.000000 Penalty: 6047.359863
	Iteration 77Q: 3 clusters Score -2.640741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -26407418.000000 Penalty: 6047.359863
	Iteration 78Q: 3 clusters Score -2.640742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -26407402.000000 Penalty: 6047.359863
	Iteration 79Q: 3 clusters Score -2.64074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -26407404.000000 Penalty: 6047.359863
	Iteration 80F: 3 clusters Score -2.64074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -26407418.000000 Penalty: 6047.359863
	Iteration 81Q: 3 clusters Score -2.640742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -26407402.000000 Penalty: 6047.359863
	Iteration 82Q: 3 clusters Score -2.64074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -26407408.000000 Penalty: 6047.359863
	Iteration 83Q: 3 clusters Score -2.640741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -26407410.000000 Penalty: 6047.359863
	Iteration 84Q: 3 clusters Score -2.640741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -26407422.000000 Penalty: 6047.359863
	Iteration 85Q: 3 clusters Score -2.640742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -26407412.000000 Penalty: 6047.359863
	Iteration 86Q: 3 clusters Score -2.640741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -26407418.000000 Penalty: 6047.359863
	Iteration 87Q: 3 clusters Score -2.640742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -26407422.000000 Penalty: 6047.359863
	Iteration 88Q: 3 clusters Score -2.640742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -26407410.000000 Penalty: 6047.359863
	Iteration 89Q: 3 clusters Score -2.640741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -26407432.000000 Penalty: 6047.359863
	Iteration 90Q: 3 clusters Score -2.640743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -26407426.000000 Penalty: 6047.359863
	Iteration 91Q: 3 clusters Score -2.640743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -26407442.000000 Penalty: 6047.359863
	Iteration 92Q: 3 clusters Score -2.640744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -26407428.000000 Penalty: 6047.359863
	Iteration 93Q: 3 clusters Score -2.640743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -26407424.000000 Penalty: 6047.359863
	Iteration 94Q: 3 clusters Score -2.640742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -26407420.000000 Penalty: 6047.359863
	Iteration 95Q: 3 clusters Score -2.640742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -26407432.000000 Penalty: 6047.359863
	Iteration 96Q: 3 clusters Score -2.640743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -26407434.000000 Penalty: 6047.359863
	Iteration 97Q: 3 clusters Score -2.640743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -26407440.000000 Penalty: 6047.359863
	Iteration 98Q: 3 clusters Score -2.640744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -26407420.000000 Penalty: 6047.359863
	Iteration 99Q: 3 clusters Score -2.640742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -26407436.000000 Penalty: 6047.359863
	Iteration 100F: 3 clusters Score -2.640744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -26407440.000000 Penalty: 6047.359863
	Iteration 101Q: 3 clusters Score -2.640744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -26407446.000000 Penalty: 6047.359863
	Iteration 102Q: 3 clusters Score -2.640745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -26407434.000000 Penalty: 6047.359863
	Iteration 103Q: 3 clusters Score -2.640743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -26407432.000000 Penalty: 6047.359863
	Iteration 104Q: 3 clusters Score -2.640743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -26407436.000000 Penalty: 6047.359863
	Iteration 105Q: 3 clusters Score -2.640744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -26407420.000000 Penalty: 6047.359863
	Iteration 106Q: 3 clusters Score -2.640742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -26407428.000000 Penalty: 6047.359863
	Iteration 107Q: 3 clusters Score -2.640743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -26407432.000000 Penalty: 6047.359863
	Iteration 108Q: 3 clusters Score -2.640743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -26407422.000000 Penalty: 6047.359863
	Iteration 109Q: 3 clusters Score -2.640742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -26407416.000000 Penalty: 6047.359863
	Iteration 110Q: 3 clusters Score -2.640742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -26407436.000000 Penalty: 6047.359863
	Iteration 111Q: 3 clusters Score -2.640744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -26407432.000000 Penalty: 6047.359863
	Iteration 112Q: 3 clusters Score -2.640743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -26407424.000000 Penalty: 6047.359863
	Iteration 113Q: 3 clusters Score -2.640742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -26407424.000000 Penalty: 6047.359863
	Iteration 114F: 3 clusters Score -2.640742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 97656 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 16 contains 35992 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 44090 members 
Entering Unmasked Estep 
Score: -62733368.000000 Penalty: 48633.609375
Splitting cluster 1 changes total score from -62732180.000000 to -62733368.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -296269.125000 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -296269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -293432.750000 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -293432.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -294036.281250 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -294036.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -294190.812500 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -294190.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -294300.437500 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -294300.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -294380.968750 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -294381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -294436.968750 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -294437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -294489.718750 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -294489.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -294533.343750 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -294533.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -294575.750000 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -294575.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -294604.812500 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -294604.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -294640.875000 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -294640.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -294669.250000 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -294669.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -294699.437500 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -294699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -294730.031250 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -294730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -294777.343750 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -294777.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -294824.812500 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -294824.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -294868.281250 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -294868.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -294916.343750 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -294916.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -294955.343750 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -294955.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -294989.812500 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -294989.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -295016.375000 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -295016.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -295031.031250 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -295031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -295037.593750 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -295037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -295043.312500 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -295043.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -295052.281250 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -295052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -295058.218750 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -295058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -295064.093750 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -295064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -295067.375000 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -295067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -295068.593750 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -295068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -295070.468750 Penalty: 3857.992920
	Iteration 29Q: 3 clusters Score -295070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -295071.656250 Penalty: 3857.992920
	Iteration 30Q: 3 clusters Score -295071.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -295071.656250 Penalty: 3857.992920
	Iteration 31F: 3 clusters Score -295071.7 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: -285975.562500 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -285975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -283229.593750 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -283229.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283744.687500 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -283744.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283893.906250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -283893.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283952.531250 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -283952.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283993.187500 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -283993.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284017.968750 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -284018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -284039.343750 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -284039.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -284053.531250 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -284053.5 nChanged 12
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: -284059.406250 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -284059.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -284066.125000 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -284066.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -284075.343750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -284075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -284081.843750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -284081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -284085.218750 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -284085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -284087.593750 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -284087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284088.531250 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -284088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -284089.812500 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -284089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -284091.250000 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -284091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -284091.250000 Penalty: 3803.606201
	Iteration 17F: 3 clusters Score -284091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -211374.578125 Penalty: 1830.148682
	Iteration 0F: 2 clusters Score -211374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -209010.109375 Penalty: 3660.297363
	Iteration 0F: 3 clusters Score -209010.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209430.437500 Penalty: 3660.297363
	Iteration 1F: 3 clusters Score -209430.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209553.171875 Penalty: 3660.297363
	Iteration 2F: 3 clusters Score -209553.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209609.203125 Penalty: 3660.297363
	Iteration 3Q: 3 clusters Score -209609.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209636.437500 Penalty: 3660.297363
	Iteration 4Q: 3 clusters Score -209636.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -209654.468750 Penalty: 3660.297363
	Iteration 5Q: 3 clusters Score -209654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209666.515625 Penalty: 3660.297363
	Iteration 6Q: 3 clusters Score -209666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -209676.031250 Penalty: 3660.297363
	Iteration 7Q: 3 clusters Score -209676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -209682.421875 Penalty: 3660.297363
	Iteration 8Q: 3 clusters Score -209682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -209689.468750 Penalty: 3660.297363
	Iteration 9Q: 3 clusters Score -209689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209693.734375 Penalty: 3660.297363
	Iteration 10Q: 3 clusters Score -209693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209695.625000 Penalty: 3660.297363
	Iteration 11Q: 3 clusters Score -209695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209695.625000 Penalty: 3660.297363
	Iteration 12F: 3 clusters Score -209695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -346850.937500 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -346850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -343999.031250 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -343999 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -345103.625000 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -345103.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -345974.906250 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -345974.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -346727.750000 Penalty: 3904.926758
	Iteration 3F: 3 clusters Score -346727.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -347188.437500 Penalty: 3904.926758
	Iteration 4F: 3 clusters Score -347188.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -347475.593750 Penalty: 3904.926758
	Iteration 5F: 3 clusters Score -347475.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -347588.968750 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -347589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -347632.125000 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -347632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -347663.500000 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -347663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -347679.656250 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -347679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -347686.562500 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -347686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -347686.562500 Penalty: 3904.926758
	Iteration 11F: 3 clusters Score -347686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 97656 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 16 contains 35992 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 44090 members 
Entering Unmasked Estep 
Score: -62732880.000000 Penalty: 51875.851562
Splitting cluster 5 changes total score from -62732180.000000 to -62732880.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -410572.875000 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -410572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -407419.875000 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -407419.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -408348.406250 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -408348.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -408596.468750 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -408596.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -408810.031250 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -408810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -408993.843750 Penalty: 3989.019775
	Iteration 4F: 3 clusters Score -408993.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -409154.656250 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -409154.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -409290.656250 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -409290.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -409407.750000 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -409407.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -409511.781250 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -409511.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -409589.000000 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -409589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -409635.968750 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -409636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -409662.187500 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -409662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -409676.750000 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -409676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -409684.218750 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -409684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -409688.250000 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -409688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -409693.906250 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -409693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -409699.093750 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -409699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -409699.093750 Penalty: 3989.019775
	Iteration 17F: 3 clusters Score -409699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -567426.812500 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -567426.8 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 2240 members 
Entering Unmasked Estep 
Score: -563413.625000 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -563413.6 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -565586.000000 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -565586 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -566985.562500 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -566985.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -567721.250000 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -567721.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -568057.000000 Penalty: 4171.276367
	Iteration 4F: 3 clusters Score -568057 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -568232.375000 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -568232.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -568386.312500 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -568386.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -568518.812500 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -568518.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -568600.750000 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -568600.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -568686.250000 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -568686.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -568740.562500 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -568740.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -568769.000000 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -568769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -568782.375000 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -568782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -568789.937500 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -568789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -568792.687500 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -568792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -568796.250000 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -568796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -568797.375000 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -568797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -568797.750000 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -568797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -568799.937500 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -568799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -568800.437500 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -568800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -568846.312500 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -568846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -569132.562500 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -569132.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -569374.937500 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -569374.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -569471.687500 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -569471.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -569525.187500 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -569525.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -569539.437500 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -569539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -569544.437500 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -569544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -569553.750000 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -569553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -569558.562500 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -569558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -569562.750000 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -569562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -569563.562500 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -569563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -569563.875000 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -569563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -569563.687500 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -569563.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -569567.687500 Penalty: 4171.276367
	Iteration 33F: 3 clusters Score -569567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -569571.875000 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -569571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -569575.062500 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -569575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -569577.000000 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -569577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -569578.437500 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -569578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -569578.937500 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -569578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -569578.937500 Penalty: 4171.276367
	Iteration 39F: 3 clusters Score -569578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 97656 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 16 contains 35992 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 20 contains 44090 members 
Entering Unmasked Estep 
Score: -62733848.000000 Penalty: 55118.089844
Splitting cluster 9 changes total score from -62732180.000000 to -62733848.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 10 (18828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Entering Unmasked Estep 
Score: -2529824.000000 Penalty: 2441.088867
	Iteration 0F: 2 clusters Score -2529824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2516532.250000 Penalty: 4882.177734
	Iteration 0F: 3 clusters Score -2516532 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2521041.500000 Penalty: 4882.177734
	Iteration 1F: 3 clusters Score -2521042 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2521503.250000 Penalty: 4882.177734
	Iteration 2F: 3 clusters Score -2521503 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2521940.500000 Penalty: 4882.177734
	Iteration 3F: 3 clusters Score -2521940 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2522359.250000 Penalty: 4882.177734
	Iteration 4Q: 3 clusters Score -2522359 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2522724.750000 Penalty: 4882.177734
	Iteration 5Q: 3 clusters Score -2522725 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2523135.000000 Penalty: 4882.177734
	Iteration 6Q: 3 clusters Score -2523135 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2523546.250000 Penalty: 4882.177734
	Iteration 7Q: 3 clusters Score -2523546 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2523943.000000 Penalty: 4882.177734
	Iteration 8Q: 3 clusters Score -2523943 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2524341.250000 Penalty: 4882.177734
	Iteration 9Q: 3 clusters Score -2524341 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2524749.000000 Penalty: 4882.177734
	Iteration 10Q: 3 clusters Score -2524749 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2525176.500000 Penalty: 4882.177734
	Iteration 11Q: 3 clusters Score -2525176 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2525584.750000 Penalty: 4882.177734
	Iteration 12Q: 3 clusters Score -2525585 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2525928.750000 Penalty: 4882.177734
	Iteration 13Q: 3 clusters Score -2525929 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2526206.500000 Penalty: 4882.177734
	Iteration 14Q: 3 clusters Score -2526206 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2526435.500000 Penalty: 4882.177734
	Iteration 15Q: 3 clusters Score -2526436 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2526606.500000 Penalty: 4882.177734
	Iteration 16Q: 3 clusters Score -2526606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2526806.000000 Penalty: 4882.177734
	Iteration 17Q: 3 clusters Score -2526806 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2526997.250000 Penalty: 4882.177734
	Iteration 18Q: 3 clusters Score -2526997 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2527193.750000 Penalty: 4882.177734
	Iteration 19Q: 3 clusters Score -2527194 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2527376.250000 Penalty: 4882.177734
	Iteration 20F: 3 clusters Score -2527376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2527498.250000 Penalty: 4882.177734
	Iteration 21Q: 3 clusters Score -2527498 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2527596.250000 Penalty: 4882.177734
	Iteration 22Q: 3 clusters Score -2527596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2527650.500000 Penalty: 4882.177734
	Iteration 23Q: 3 clusters Score -2527650 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2527701.250000 Penalty: 4882.177734
	Iteration 24Q: 3 clusters Score -2527701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2527726.500000 Penalty: 4882.177734
	Iteration 25Q: 3 clusters Score -2527726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2527752.750000 Penalty: 4882.177734
	Iteration 26Q: 3 clusters Score -2527753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2527790.750000 Penalty: 4882.177734
	Iteration 27Q: 3 clusters Score -2527791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2527802.000000 Penalty: 4882.177734
	Iteration 28Q: 3 clusters Score -2527802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2527826.250000 Penalty: 4882.177734
	Iteration 29Q: 3 clusters Score -2527826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2527838.500000 Penalty: 4882.177734
	Iteration 30Q: 3 clusters Score -2527838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2527857.750000 Penalty: 4882.177734
	Iteration 31Q: 3 clusters Score -2527858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2527876.000000 Penalty: 4882.177734
	Iteration 32Q: 3 clusters Score -2527876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2527886.750000 Penalty: 4882.177734
	Iteration 33Q: 3 clusters Score -2527887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2527902.000000 Penalty: 4882.177734
	Iteration 34Q: 3 clusters Score -2527902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2527923.000000 Penalty: 4882.177734
	Iteration 35Q: 3 clusters Score -2527923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2527932.250000 Penalty: 4882.177734
	Iteration 36Q: 3 clusters Score -2527932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2527942.000000 Penalty: 4882.177734
	Iteration 37Q: 3 clusters Score -2527942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2527948.000000 Penalty: 4882.177734
	Iteration 38Q: 3 clusters Score -2527948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2527953.000000 Penalty: 4882.177734
	Iteration 39Q: 3 clusters Score -2527953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2527955.500000 Penalty: 4882.177734
	Iteration 40F: 3 clusters Score -2527956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2527957.000000 Penalty: 4882.177734
	Iteration 41Q: 3 clusters Score -2527957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2527960.500000 Penalty: 4882.177734
	Iteration 42Q: 3 clusters Score -2527960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2527961.250000 Penalty: 4882.177734
	Iteration 43Q: 3 clusters Score -2527961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2527962.250000 Penalty: 4882.177734
	Iteration 44Q: 3 clusters Score -2527962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2527962.000000 Penalty: 4882.177734
	Iteration 45Q: 3 clusters Score -2527962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2527964.250000 Penalty: 4882.177734
	Iteration 46Q: 3 clusters Score -2527964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2527964.500000 Penalty: 4882.177734
	Iteration 47Q: 3 clusters Score -2527964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2527973.750000 Penalty: 4882.177734
	Iteration 48Q: 3 clusters Score -2527974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2527973.000000 Penalty: 4882.177734
	Iteration 49Q: 3 clusters Score -2527973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2527973.250000 Penalty: 4882.177734
	Iteration 50Q: 3 clusters Score -2527973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2527969.500000 Penalty: 4882.177734
	Iteration 51Q: 3 clusters Score -2527970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2527972.750000 Penalty: 4882.177734
	Iteration 52Q: 3 clusters Score -2527973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2527975.000000 Penalty: 4882.177734
	Iteration 53Q: 3 clusters Score -2527975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2527979.500000 Penalty: 4882.177734
	Iteration 54Q: 3 clusters Score -2527980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2527978.000000 Penalty: 4882.177734
	Iteration 55Q: 3 clusters Score -2527978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2527977.500000 Penalty: 4882.177734
	Iteration 56Q: 3 clusters Score -2527978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2527976.750000 Penalty: 4882.177734
	Iteration 57Q: 3 clusters Score -2527977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2527975.250000 Penalty: 4882.177734
	Iteration 58Q: 3 clusters Score -2527975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2527972.250000 Penalty: 4882.177734
	Iteration 59Q: 3 clusters Score -2527972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2527973.250000 Penalty: 4882.177734
	Iteration 60F: 3 clusters Score -2527973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2527974.750000 Penalty: 4882.177734
	Iteration 61Q: 3 clusters Score -2527975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2527974.250000 Penalty: 4882.177734
	Iteration 62Q: 3 clusters Score -2527974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2527977.250000 Penalty: 4882.177734
	Iteration 63Q: 3 clusters Score -2527977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2527978.500000 Penalty: 4882.177734
	Iteration 64Q: 3 clusters Score -2527978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2527977.750000 Penalty: 4882.177734
	Iteration 65Q: 3 clusters Score -2527978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2527972.750000 Penalty: 4882.177734
	Iteration 66Q: 3 clusters Score -2527973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2527975.750000 Penalty: 4882.177734
	Iteration 67Q: 3 clusters Score -2527976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2527976.750000 Penalty: 4882.177734
	Iteration 68Q: 3 clusters Score -2527977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2527975.000000 Penalty: 4882.177734
	Iteration 69Q: 3 clusters Score -2527975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2527977.000000 Penalty: 4882.177734
	Iteration 70Q: 3 clusters Score -2527977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2527975.000000 Penalty: 4882.177734
	Iteration 71Q: 3 clusters Score -2527975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2527975.000000 Penalty: 4882.177734
	Iteration 72F: 3 clusters Score -2527975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Entering Unmasked Estep 
Score: -2892645.500000 Penalty: 2472.345459
	Iteration 0F: 2 clusters Score -2892646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2877732.250000 Penalty: 4944.690918
	Iteration 0F: 3 clusters Score -2877732 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2882798.000000 Penalty: 4944.690918
	Iteration 1F: 3 clusters Score -2882798 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2883144.250000 Penalty: 4944.690918
	Iteration 2F: 3 clusters Score -2883144 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2883441.000000 Penalty: 4944.690918
	Iteration 3Q: 3 clusters Score -2883441 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2883750.500000 Penalty: 4944.690918
	Iteration 4Q: 3 clusters Score -2883750 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2884003.000000 Penalty: 4944.690918
	Iteration 5Q: 3 clusters Score -2884003 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2884243.250000 Penalty: 4944.690918
	Iteration 6Q: 3 clusters Score -2884243 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2884511.000000 Penalty: 4944.690918
	Iteration 7Q: 3 clusters Score -2884511 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2884806.750000 Penalty: 4944.690918
	Iteration 8Q: 3 clusters Score -2884807 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2885128.750000 Penalty: 4944.690918
	Iteration 9Q: 3 clusters Score -2885129 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2885460.500000 Penalty: 4944.690918
	Iteration 10Q: 3 clusters Score -2885460 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2885799.250000 Penalty: 4944.690918
	Iteration 11Q: 3 clusters Score -2885799 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2886227.750000 Penalty: 4944.690918
	Iteration 12Q: 3 clusters Score -2886228 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2886742.000000 Penalty: 4944.690918
	Iteration 13Q: 3 clusters Score -2886742 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2887275.000000 Penalty: 4944.690918
	Iteration 14Q: 3 clusters Score -2887275 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2887808.500000 Penalty: 4944.690918
	Iteration 15Q: 3 clusters Score -2887808 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2888245.500000 Penalty: 4944.690918
	Iteration 16Q: 3 clusters Score -2888246 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2888579.750000 Penalty: 4944.690918
	Iteration 17Q: 3 clusters Score -2888580 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2888869.000000 Penalty: 4944.690918
	Iteration 18Q: 3 clusters Score -2888869 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2889106.500000 Penalty: 4944.690918
	Iteration 19Q: 3 clusters Score -2889106 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2889285.500000 Penalty: 4944.690918
	Iteration 20F: 3 clusters Score -2889286 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2889436.750000 Penalty: 4944.690918
	Iteration 21Q: 3 clusters Score -2889437 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2889599.000000 Penalty: 4944.690918
	Iteration 22Q: 3 clusters Score -2889599 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2889725.000000 Penalty: 4944.690918
	Iteration 23Q: 3 clusters Score -2889725 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2889836.250000 Penalty: 4944.690918
	Iteration 24Q: 3 clusters Score -2889836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2889938.000000 Penalty: 4944.690918
	Iteration 25Q: 3 clusters Score -2889938 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2890025.000000 Penalty: 4944.690918
	Iteration 26Q: 3 clusters Score -2890025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2890095.000000 Penalty: 4944.690918
	Iteration 27Q: 3 clusters Score -2890095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2890160.000000 Penalty: 4944.690918
	Iteration 28Q: 3 clusters Score -2890160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2890216.250000 Penalty: 4944.690918
	Iteration 29Q: 3 clusters Score -2890216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2890250.500000 Penalty: 4944.690918
	Iteration 30Q: 3 clusters Score -2890250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2890281.750000 Penalty: 4944.690918
	Iteration 31Q: 3 clusters Score -2890282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2890303.000000 Penalty: 4944.690918
	Iteration 32Q: 3 clusters Score -2890303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2890331.750000 Penalty: 4944.690918
	Iteration 33Q: 3 clusters Score -2890332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2890351.500000 Penalty: 4944.690918
	Iteration 34Q: 3 clusters Score -2890352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2890375.250000 Penalty: 4944.690918
	Iteration 35Q: 3 clusters Score -2890375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2890387.500000 Penalty: 4944.690918
	Iteration 36Q: 3 clusters Score -2890388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2890396.000000 Penalty: 4944.690918
	Iteration 37Q: 3 clusters Score -2890396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2890416.500000 Penalty: 4944.690918
	Iteration 38Q: 3 clusters Score -2890416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2890424.500000 Penalty: 4944.690918
	Iteration 39Q: 3 clusters Score -2890424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2890439.250000 Penalty: 4944.690918
	Iteration 40F: 3 clusters Score -2890439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2890449.250000 Penalty: 4944.690918
	Iteration 41Q: 3 clusters Score -2890449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2890463.500000 Penalty: 4944.690918
	Iteration 42Q: 3 clusters Score -2890464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2890469.250000 Penalty: 4944.690918
	Iteration 43Q: 3 clusters Score -2890469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2890481.750000 Penalty: 4944.690918
	Iteration 44Q: 3 clusters Score -2890482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2890490.250000 Penalty: 4944.690918
	Iteration 45Q: 3 clusters Score -2890490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2890493.250000 Penalty: 4944.690918
	Iteration 46Q: 3 clusters Score -2890493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2890494.000000 Penalty: 4944.690918
	Iteration 47Q: 3 clusters Score -2890494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2890498.500000 Penalty: 4944.690918
	Iteration 48Q: 3 clusters Score -2890498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2890502.750000 Penalty: 4944.690918
	Iteration 49Q: 3 clusters Score -2890503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2890504.000000 Penalty: 4944.690918
	Iteration 50Q: 3 clusters Score -2890504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2890506.250000 Penalty: 4944.690918
	Iteration 51Q: 3 clusters Score -2890506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2890506.250000 Penalty: 4944.690918
	Iteration 52F: 3 clusters Score -2890506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Entering Unmasked Estep 
Score: -1944370.250000 Penalty: 2372.468506
	Iteration 0F: 2 clusters Score -1944370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1933983.000000 Penalty: 4744.937012
	Iteration 0F: 3 clusters Score -1933983 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1937216.875000 Penalty: 4744.937012
	Iteration 1F: 3 clusters Score -1937217 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1937529.625000 Penalty: 4744.937012
	Iteration 2F: 3 clusters Score -1937530 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1937771.750000 Penalty: 4744.937012
	Iteration 3Q: 3 clusters Score -1937772 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1937963.875000 Penalty: 4744.937012
	Iteration 4Q: 3 clusters Score -1937964 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1938098.125000 Penalty: 4744.937012
	Iteration 5Q: 3 clusters Score -1938098 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1938189.375000 Penalty: 4744.937012
	Iteration 6Q: 3 clusters Score -1938189 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1938281.125000 Penalty: 4744.937012
	Iteration 7Q: 3 clusters Score -1938281 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1938362.625000 Penalty: 4744.937012
	Iteration 8Q: 3 clusters Score -1938363 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1938428.125000 Penalty: 4744.937012
	Iteration 9Q: 3 clusters Score -1938428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1938481.375000 Penalty: 4744.937012
	Iteration 10Q: 3 clusters Score -1938481 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1938527.000000 Penalty: 4744.937012
	Iteration 11Q: 3 clusters Score -1938527 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1938566.375000 Penalty: 4744.937012
	Iteration 12Q: 3 clusters Score -1938566 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1938624.125000 Penalty: 4744.937012
	Iteration 13Q: 3 clusters Score -1938624 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1938698.250000 Penalty: 4744.937012
	Iteration 14Q: 3 clusters Score -1938698 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1938789.625000 Penalty: 4744.937012
	Iteration 15Q: 3 clusters Score -1938790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1938887.500000 Penalty: 4744.937012
	Iteration 16Q: 3 clusters Score -1938888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1939038.500000 Penalty: 4744.937012
	Iteration 17Q: 3 clusters Score -1939038 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1939234.625000 Penalty: 4744.937012
	Iteration 18Q: 3 clusters Score -1939235 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1939476.875000 Penalty: 4744.937012
	Iteration 19Q: 3 clusters Score -1939477 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1939789.625000 Penalty: 4744.937012
	Iteration 20F: 3 clusters Score -1939790 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1940166.875000 Penalty: 4744.937012
	Iteration 21Q: 3 clusters Score -1940167 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1940540.875000 Penalty: 4744.937012
	Iteration 22Q: 3 clusters Score -1940541 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1940919.625000 Penalty: 4744.937012
	Iteration 23Q: 3 clusters Score -1940920 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1941207.500000 Penalty: 4744.937012
	Iteration 24Q: 3 clusters Score -1941208 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1941437.250000 Penalty: 4744.937012
	Iteration 25Q: 3 clusters Score -1941437 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1941643.000000 Penalty: 4744.937012
	Iteration 26Q: 3 clusters Score -1941643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1941806.125000 Penalty: 4744.937012
	Iteration 27Q: 3 clusters Score -1941806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1941935.500000 Penalty: 4744.937012
	Iteration 28Q: 3 clusters Score -1941936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1942028.125000 Penalty: 4744.937012
	Iteration 29Q: 3 clusters Score -1942028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1942080.000000 Penalty: 4744.937012
	Iteration 30Q: 3 clusters Score -1942080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1942123.250000 Penalty: 4744.937012
	Iteration 31Q: 3 clusters Score -1942123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1942167.750000 Penalty: 4744.937012
	Iteration 32Q: 3 clusters Score -1942168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1942219.625000 Penalty: 4744.937012
	Iteration 33Q: 3 clusters Score -1942220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1942245.125000 Penalty: 4744.937012
	Iteration 34Q: 3 clusters Score -1942245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1942258.750000 Penalty: 4744.937012
	Iteration 35Q: 3 clusters Score -1942259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1942273.000000 Penalty: 4744.937012
	Iteration 36Q: 3 clusters Score -1942273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1942283.250000 Penalty: 4744.937012
	Iteration 37Q: 3 clusters Score -1942283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1942287.000000 Penalty: 4744.937012
	Iteration 38Q: 3 clusters Score -1942287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1942292.875000 Penalty: 4744.937012
	Iteration 39Q: 3 clusters Score -1942293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1942298.250000 Penalty: 4744.937012
	Iteration 40F: 3 clusters Score -1942298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1942300.000000 Penalty: 4744.937012
	Iteration 41Q: 3 clusters Score -1942300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1942299.750000 Penalty: 4744.937012
	Iteration 42Q: 3 clusters Score -1942300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1942299.750000 Penalty: 4744.937012
	Iteration 43F: 3 clusters Score -1942300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (125167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Entering Unmasked Estep 
Score: -16752383.000000 Penalty: 2910.876221
	Iteration 0F: 2 clusters Score -1.675238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -16676384.000000 Penalty: 5821.752441
	Iteration 0F: 3 clusters Score -1.667638e+07 nChanged 59677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -16711316.000000 Penalty: 5821.752441
	Iteration 1F: 3 clusters Score -1.671132e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -16713394.000000 Penalty: 5821.752441
	Iteration 2Q: 3 clusters Score -1.671339e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -16716429.000000 Penalty: 5821.752441
	Iteration 3Q: 3 clusters Score -1.671643e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -16720757.000000 Penalty: 5821.752441
	Iteration 4F: 3 clusters Score -1.672076e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -16727343.000000 Penalty: 5821.752441
	Iteration 5F: 3 clusters Score -1.672734e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -16735912.000000 Penalty: 5821.752441
	Iteration 6F: 3 clusters Score -1.673591e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -16743487.000000 Penalty: 5821.752441
	Iteration 7F: 3 clusters Score -1.674349e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -16747340.000000 Penalty: 5821.752441
	Iteration 8F: 3 clusters Score -1.674734e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -16748696.000000 Penalty: 5821.752441
	Iteration 9Q: 3 clusters Score -1.67487e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -16749369.000000 Penalty: 5821.752441
	Iteration 10Q: 3 clusters Score -1.674937e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -16749836.000000 Penalty: 5821.752441
	Iteration 11Q: 3 clusters Score -1.674984e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -16750349.000000 Penalty: 5821.752441
	Iteration 12Q: 3 clusters Score -1.675035e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -16750555.000000 Penalty: 5821.752441
	Iteration 13Q: 3 clusters Score -1.675056e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -16750772.000000 Penalty: 5821.752441
	Iteration 14Q: 3 clusters Score -1.675077e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -16750964.000000 Penalty: 5821.752441
	Iteration 15Q: 3 clusters Score -1.675096e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -16751115.000000 Penalty: 5821.752441
	Iteration 16Q: 3 clusters Score -1.675112e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -16751271.000000 Penalty: 5821.752441
	Iteration 17Q: 3 clusters Score -1.675127e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -16751405.000000 Penalty: 5821.752441
	Iteration 18Q: 3 clusters Score -1.67514e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -16751493.000000 Penalty: 5821.752441
	Iteration 19Q: 3 clusters Score -1.675149e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -16751499.000000 Penalty: 5821.752441
	Iteration 20F: 3 clusters Score -1.67515e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -16751530.000000 Penalty: 5821.752441
	Iteration 21Q: 3 clusters Score -1.675153e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -16751556.000000 Penalty: 5821.752441
	Iteration 22Q: 3 clusters Score -1.675156e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -16751578.000000 Penalty: 5821.752441
	Iteration 23Q: 3 clusters Score -1.675158e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -16751576.000000 Penalty: 5821.752441
	Iteration 24Q: 3 clusters Score -1.675158e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -16751601.000000 Penalty: 5821.752441
	Iteration 25Q: 3 clusters Score -1.67516e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -16751618.000000 Penalty: 5821.752441
	Iteration 26Q: 3 clusters Score -1.675162e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -16751607.000000 Penalty: 5821.752441
	Iteration 27Q: 3 clusters Score -1.675161e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -16751637.000000 Penalty: 5821.752441
	Iteration 28Q: 3 clusters Score -1.675164e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -16751633.000000 Penalty: 5821.752441
	Iteration 29Q: 3 clusters Score -1.675163e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -16751675.000000 Penalty: 5821.752441
	Iteration 30Q: 3 clusters Score -1.675168e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -16751700.000000 Penalty: 5821.752441
	Iteration 31Q: 3 clusters Score -1.67517e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -16751712.000000 Penalty: 5821.752441
	Iteration 32Q: 3 clusters Score -1.675171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -16751711.000000 Penalty: 5821.752441
	Iteration 33Q: 3 clusters Score -1.675171e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -16751707.000000 Penalty: 5821.752441
	Iteration 34Q: 3 clusters Score -1.675171e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -16751703.000000 Penalty: 5821.752441
	Iteration 35Q: 3 clusters Score -1.67517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -16751683.000000 Penalty: 5821.752441
	Iteration 36Q: 3 clusters Score -1.675168e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -16751695.000000 Penalty: 5821.752441
	Iteration 37Q: 3 clusters Score -1.67517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -16751716.000000 Penalty: 5821.752441
	Iteration 38Q: 3 clusters Score -1.675172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -16751723.000000 Penalty: 5821.752441
	Iteration 39Q: 3 clusters Score -1.675172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -16751746.000000 Penalty: 5821.752441
	Iteration 40F: 3 clusters Score -1.675175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -16751728.000000 Penalty: 5821.752441
	Iteration 41Q: 3 clusters Score -1.675173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -16751724.000000 Penalty: 5821.752441
	Iteration 42Q: 3 clusters Score -1.675172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -16751721.000000 Penalty: 5821.752441
	Iteration 43Q: 3 clusters Score -1.675172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -16751730.000000 Penalty: 5821.752441
	Iteration 44Q: 3 clusters Score -1.675173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -16751742.000000 Penalty: 5821.752441
	Iteration 45Q: 3 clusters Score -1.675174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -16751731.000000 Penalty: 5821.752441
	Iteration 46Q: 3 clusters Score -1.675173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -16751727.000000 Penalty: 5821.752441
	Iteration 47Q: 3 clusters Score -1.675173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -16751720.000000 Penalty: 5821.752441
	Iteration 48Q: 3 clusters Score -1.675172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -16751704.000000 Penalty: 5821.752441
	Iteration 49Q: 3 clusters Score -1.67517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -16751710.000000 Penalty: 5821.752441
	Iteration 50Q: 3 clusters Score -1.675171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -16751708.000000 Penalty: 5821.752441
	Iteration 51Q: 3 clusters Score -1.675171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -16751719.000000 Penalty: 5821.752441
	Iteration 52Q: 3 clusters Score -1.675172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -16751726.000000 Penalty: 5821.752441
	Iteration 53Q: 3 clusters Score -1.675173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -16751733.000000 Penalty: 5821.752441
	Iteration 54Q: 3 clusters Score -1.675173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -16751742.000000 Penalty: 5821.752441
	Iteration 55Q: 3 clusters Score -1.675174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -16751745.000000 Penalty: 5821.752441
	Iteration 56Q: 3 clusters Score -1.675174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -16751733.000000 Penalty: 5821.752441
	Iteration 57Q: 3 clusters Score -1.675173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -16751733.000000 Penalty: 5821.752441
	Iteration 58Q: 3 clusters Score -1.675173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -16751734.000000 Penalty: 5821.752441
	Iteration 59Q: 3 clusters Score -1.675173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -16751727.000000 Penalty: 5821.752441
	Iteration 60F: 3 clusters Score -1.675173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -16751730.000000 Penalty: 5821.752441
	Iteration 61Q: 3 clusters Score -1.675173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -16751730.000000 Penalty: 5821.752441
	Iteration 62Q: 3 clusters Score -1.675173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -16751725.000000 Penalty: 5821.752441
	Iteration 63Q: 3 clusters Score -1.675172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -16751724.000000 Penalty: 5821.752441
	Iteration 64Q: 3 clusters Score -1.675172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -16751722.000000 Penalty: 5821.752441
	Iteration 65Q: 3 clusters Score -1.675172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -16751725.000000 Penalty: 5821.752441
	Iteration 66Q: 3 clusters Score -1.675172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -16751733.000000 Penalty: 5821.752441
	Iteration 67Q: 3 clusters Score -1.675173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -16751731.000000 Penalty: 5821.752441
	Iteration 68Q: 3 clusters Score -1.675173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -16751713.000000 Penalty: 5821.752441
	Iteration 69Q: 3 clusters Score -1.675171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -16751728.000000 Penalty: 5821.752441
	Iteration 70Q: 3 clusters Score -1.675173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -16751732.000000 Penalty: 5821.752441
	Iteration 71Q: 3 clusters Score -1.675173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -16751729.000000 Penalty: 5821.752441
	Iteration 72Q: 3 clusters Score -1.675173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -16751727.000000 Penalty: 5821.752441
	Iteration 73Q: 3 clusters Score -1.675173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -16751732.000000 Penalty: 5821.752441
	Iteration 74Q: 3 clusters Score -1.675173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -16751735.000000 Penalty: 5821.752441
	Iteration 75Q: 3 clusters Score -1.675174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -16751739.000000 Penalty: 5821.752441
	Iteration 76Q: 3 clusters Score -1.675174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -16751736.000000 Penalty: 5821.752441
	Iteration 77Q: 3 clusters Score -1.675174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -16751736.000000 Penalty: 5821.752441
	Iteration 78F: 3 clusters Score -1.675174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Entering Unmasked Estep 
Score: -4906568.500000 Penalty: 2601.780762
	Iteration 0F: 2 clusters Score -4906568 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 17948 members 
Entering Unmasked Estep 
Score: -4882066.500000 Penalty: 5203.561523
	Iteration 0F: 3 clusters Score -4882066 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4890828.000000 Penalty: 5203.561523
	Iteration 1F: 3 clusters Score -4890828 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4891335.500000 Penalty: 5203.561523
	Iteration 2Q: 3 clusters Score -4891336 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4891807.000000 Penalty: 5203.561523
	Iteration 3Q: 3 clusters Score -4891807 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4892224.000000 Penalty: 5203.561523
	Iteration 4Q: 3 clusters Score -4892224 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4892734.000000 Penalty: 5203.561523
	Iteration 5Q: 3 clusters Score -4892734 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4893454.000000 Penalty: 5203.561523
	Iteration 6Q: 3 clusters Score -4893454 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4894368.000000 Penalty: 5203.561523
	Iteration 7Q: 3 clusters Score -4894368 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4895554.000000 Penalty: 5203.561523
	Iteration 8F: 3 clusters Score -4895554 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -4897152.000000 Penalty: 5203.561523
	Iteration 9F: 3 clusters Score -4897152 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4898925.500000 Penalty: 5203.561523
	Iteration 10F: 3 clusters Score -4898926 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4900435.000000 Penalty: 5203.561523
	Iteration 11F: 3 clusters Score -4900435 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4901697.500000 Penalty: 5203.561523
	Iteration 12Q: 3 clusters Score -4901698 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4902564.000000 Penalty: 5203.561523
	Iteration 13Q: 3 clusters Score -4902564 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4903110.500000 Penalty: 5203.561523
	Iteration 14Q: 3 clusters Score -4903110 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4903434.000000 Penalty: 5203.561523
	Iteration 15Q: 3 clusters Score -4903434 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4903651.500000 Penalty: 5203.561523
	Iteration 16Q: 3 clusters Score -4903652 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4903816.500000 Penalty: 5203.561523
	Iteration 17Q: 3 clusters Score -4903816 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4903958.000000 Penalty: 5203.561523
	Iteration 18Q: 3 clusters Score -4903958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4904058.500000 Penalty: 5203.561523
	Iteration 19Q: 3 clusters Score -4904058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4904132.000000 Penalty: 5203.561523
	Iteration 20F: 3 clusters Score -4904132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4904188.500000 Penalty: 5203.561523
	Iteration 21Q: 3 clusters Score -4904188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4904235.000000 Penalty: 5203.561523
	Iteration 22Q: 3 clusters Score -4904235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4904254.000000 Penalty: 5203.561523
	Iteration 23Q: 3 clusters Score -4904254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4904266.000000 Penalty: 5203.561523
	Iteration 24Q: 3 clusters Score -4904266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4904277.500000 Penalty: 5203.561523
	Iteration 25Q: 3 clusters Score -4904278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4904302.500000 Penalty: 5203.561523
	Iteration 26Q: 3 clusters Score -4904302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4904310.000000 Penalty: 5203.561523
	Iteration 27Q: 3 clusters Score -4904310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4904319.000000 Penalty: 5203.561523
	Iteration 28Q: 3 clusters Score -4904319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4904342.000000 Penalty: 5203.561523
	Iteration 29Q: 3 clusters Score -4904342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4904362.500000 Penalty: 5203.561523
	Iteration 30Q: 3 clusters Score -4904362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4904387.000000 Penalty: 5203.561523
	Iteration 31Q: 3 clusters Score -4904387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4904400.500000 Penalty: 5203.561523
	Iteration 32Q: 3 clusters Score -4904400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4904416.000000 Penalty: 5203.561523
	Iteration 33Q: 3 clusters Score -4904416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4904423.000000 Penalty: 5203.561523
	Iteration 34Q: 3 clusters Score -4904423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4904432.000000 Penalty: 5203.561523
	Iteration 35Q: 3 clusters Score -4904432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4904440.500000 Penalty: 5203.561523
	Iteration 36Q: 3 clusters Score -4904440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4904450.500000 Penalty: 5203.561523
	Iteration 37Q: 3 clusters Score -4904450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4904459.500000 Penalty: 5203.561523
	Iteration 38Q: 3 clusters Score -4904460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4904460.000000 Penalty: 5203.561523
	Iteration 39Q: 3 clusters Score -4904460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4904465.000000 Penalty: 5203.561523
	Iteration 40F: 3 clusters Score -4904465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4904465.500000 Penalty: 5203.561523
	Iteration 41Q: 3 clusters Score -4904466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4904462.000000 Penalty: 5203.561523
	Iteration 42Q: 3 clusters Score -4904462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4904460.500000 Penalty: 5203.561523
	Iteration 43Q: 3 clusters Score -4904460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4904467.500000 Penalty: 5203.561523
	Iteration 44Q: 3 clusters Score -4904468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4904470.500000 Penalty: 5203.561523
	Iteration 45Q: 3 clusters Score -4904470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4904472.500000 Penalty: 5203.561523
	Iteration 46Q: 3 clusters Score -4904472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4904475.000000 Penalty: 5203.561523
	Iteration 47Q: 3 clusters Score -4904475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4904474.000000 Penalty: 5203.561523
	Iteration 48Q: 3 clusters Score -4904474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4904474.000000 Penalty: 5203.561523
	Iteration 49F: 3 clusters Score -4904474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -264505.875000 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -264505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -261895.718750 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -261895.7 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -264860.125000 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -264860.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -266820.468750 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -266820.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -267806.937500 Penalty: 3908.691406
	Iteration 3F: 3 clusters Score -267806.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -268596.250000 Penalty: 3908.691406
	Iteration 4Q: 3 clusters Score -268596.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -268920.125000 Penalty: 3908.691406
	Iteration 5Q: 3 clusters Score -268920.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -269209.500000 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -269209.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269465.187500 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -269465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -269546.750000 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -269546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -269560.468750 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -269560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -269569.562500 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -269569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -269580.562500 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -269580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -269586.406250 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -269586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -269618.906250 Penalty: 3908.691406
	Iteration 13F: 3 clusters Score -269618.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -269810.593750 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -269810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -270120.875000 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -270120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -270126.531250 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -270126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -270127.593750 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -270127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270128.187500 Penalty: 3908.691406
	Iteration 18Q: 3 clusters Score -270128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270133.625000 Penalty: 3908.691406
	Iteration 19F: 3 clusters Score -270133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -270146.875000 Penalty: 3908.691406
	Iteration 20F: 3 clusters Score -270146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -270191.656250 Penalty: 3908.691406
	Iteration 21Q: 3 clusters Score -270191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -270203.812500 Penalty: 3908.691406
	Iteration 22Q: 3 clusters Score -270203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -270222.375000 Penalty: 3908.691406
	Iteration 23Q: 3 clusters Score -270222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -270238.937500 Penalty: 3908.691406
	Iteration 24Q: 3 clusters Score -270238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -270263.500000 Penalty: 3908.691406
	Iteration 25Q: 3 clusters Score -270263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270275.343750 Penalty: 3908.691406
	Iteration 26Q: 3 clusters Score -270275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -270306.718750 Penalty: 3908.691406
	Iteration 27Q: 3 clusters Score -270306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -270339.937500 Penalty: 3908.691406
	Iteration 28Q: 3 clusters Score -270339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -270386.968750 Penalty: 3908.691406
	Iteration 29Q: 3 clusters Score -270387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -270445.625000 Penalty: 3908.691406
	Iteration 30Q: 3 clusters Score -270445.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -270474.062500 Penalty: 3908.691406
	Iteration 31Q: 3 clusters Score -270474.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -270540.187500 Penalty: 3908.691406
	Iteration 32Q: 3 clusters Score -270540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -270673.156250 Penalty: 3908.691406
	Iteration 33Q: 3 clusters Score -270673.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -270729.375000 Penalty: 3908.691406
	Iteration 34Q: 3 clusters Score -270729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -270747.593750 Penalty: 3908.691406
	Iteration 35Q: 3 clusters Score -270747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -270754.750000 Penalty: 3908.691406
	Iteration 36Q: 3 clusters Score -270754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -270761.218750 Penalty: 3908.691406
	Iteration 37Q: 3 clusters Score -270761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -270766.781250 Penalty: 3908.691406
	Iteration 38Q: 3 clusters Score -270766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -270769.218750 Penalty: 3908.691406
	Iteration 39Q: 3 clusters Score -270769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -270786.593750 Penalty: 3908.691406
	Iteration 40F: 3 clusters Score -270786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -270812.031250 Penalty: 3908.691406
	Iteration 41Q: 3 clusters Score -270812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -270821.875000 Penalty: 3908.691406
	Iteration 42Q: 3 clusters Score -270821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -270837.656250 Penalty: 3908.691406
	Iteration 43Q: 3 clusters Score -270837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -270855.468750 Penalty: 3908.691406
	Iteration 44Q: 3 clusters Score -270855.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -270957.375000 Penalty: 3908.691406
	Iteration 45Q: 3 clusters Score -270957.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -271154.500000 Penalty: 3908.691406
	Iteration 46Q: 3 clusters Score -271154.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -271443.562500 Penalty: 3908.691406
	Iteration 47Q: 3 clusters Score -271443.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -271567.562500 Penalty: 3908.691406
	Iteration 48Q: 3 clusters Score -271567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -271639.156250 Penalty: 3908.691406
	Iteration 49Q: 3 clusters Score -271639.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -271767.843750 Penalty: 3908.691406
	Iteration 50Q: 3 clusters Score -271767.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -271851.687500 Penalty: 3908.691406
	Iteration 51Q: 3 clusters Score -271851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -271902.843750 Penalty: 3908.691406
	Iteration 52Q: 3 clusters Score -271902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -271947.562500 Penalty: 3908.691406
	Iteration 53Q: 3 clusters Score -271947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -271995.968750 Penalty: 3908.691406
	Iteration 54Q: 3 clusters Score -271996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -272024.593750 Penalty: 3908.691406
	Iteration 55Q: 3 clusters Score -272024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -272033.718750 Penalty: 3908.691406
	Iteration 56Q: 3 clusters Score -272033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -272034.187500 Penalty: 3908.691406
	Iteration 57Q: 3 clusters Score -272034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -272226.218750 Penalty: 3908.691406
	Iteration 58F: 3 clusters Score -272226.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -272565.468750 Penalty: 3908.691406
	Iteration 59Q: 3 clusters Score -272565.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -272840.437500 Penalty: 3908.691406
	Iteration 60F: 3 clusters Score -272840.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -272944.156250 Penalty: 3908.691406
	Iteration 61Q: 3 clusters Score -272944.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -273133.156250 Penalty: 3908.691406
	Iteration 62Q: 3 clusters Score -273133.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -273380.000000 Penalty: 3908.691406
	Iteration 63Q: 3 clusters Score -273380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -273436.375000 Penalty: 3908.691406
	Iteration 64Q: 3 clusters Score -273436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -273644.218750 Penalty: 3908.691406
	Iteration 65Q: 3 clusters Score -273644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -274114.500000 Penalty: 3908.691406
	Iteration 66Q: 3 clusters Score -274114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -274889.343750 Penalty: 3908.691406
	Iteration 67Q: 3 clusters Score -274889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -274890.500000 Penalty: 3908.691406
	Iteration 68Q: 3 clusters Score -274890.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -274890.500000 Penalty: 3908.691406
	Iteration 69F: 3 clusters Score -274890.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 97656 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 35992 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 20 contains 44090 members 
Entering Unmasked Estep 
Score: -62743008.000000 Penalty: 58360.332031
Splitting cluster 17 changes total score from -62732180.000000 to -62743008.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 20 (44090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Entering Unmasked Estep 
Score: -5745994.000000 Penalty: 2652.108887
	Iteration 0F: 2 clusters Score -5745994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5716150.000000 Penalty: 5304.217773
	Iteration 0F: 3 clusters Score -5716150 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -5727250.000000 Penalty: 5304.217773
	Iteration 1F: 3 clusters Score -5727250 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5728000.000000 Penalty: 5304.217773
	Iteration 2Q: 3 clusters Score -5728000 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5729290.000000 Penalty: 5304.217773
	Iteration 3Q: 3 clusters Score -5729290 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5731194.000000 Penalty: 5304.217773
	Iteration 4F: 3 clusters Score -5731194 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -5733586.500000 Penalty: 5304.217773
	Iteration 5F: 3 clusters Score -5733586 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5736176.000000 Penalty: 5304.217773
	Iteration 6F: 3 clusters Score -5736176 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5738814.500000 Penalty: 5304.217773
	Iteration 7F: 3 clusters Score -5738814 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5741111.000000 Penalty: 5304.217773
	Iteration 8F: 3 clusters Score -5741111 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5743083.000000 Penalty: 5304.217773
	Iteration 9F: 3 clusters Score -5743083 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -5744676.000000 Penalty: 5304.217773
	Iteration 10Q: 3 clusters Score -5744676 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5745842.500000 Penalty: 5304.217773
	Iteration 11Q: 3 clusters Score -5745842 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5746374.500000 Penalty: 5304.217773
	Iteration 12Q: 3 clusters Score -5746374 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5746578.500000 Penalty: 5304.217773
	Iteration 13Q: 3 clusters Score -5746578 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5746713.000000 Penalty: 5304.217773
	Iteration 14Q: 3 clusters Score -5746713 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5746786.000000 Penalty: 5304.217773
	Iteration 15Q: 3 clusters Score -5746786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5746800.500000 Penalty: 5304.217773
	Iteration 16Q: 3 clusters Score -5746800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5746849.500000 Penalty: 5304.217773
	Iteration 17Q: 3 clusters Score -5746850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5746857.500000 Penalty: 5304.217773
	Iteration 18Q: 3 clusters Score -5746858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5746872.000000 Penalty: 5304.217773
	Iteration 19Q: 3 clusters Score -5746872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5746882.000000 Penalty: 5304.217773
	Iteration 20F: 3 clusters Score -5746882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5746887.500000 Penalty: 5304.217773
	Iteration 21Q: 3 clusters Score -5746888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5746888.000000 Penalty: 5304.217773
	Iteration 22Q: 3 clusters Score -5746888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5746882.500000 Penalty: 5304.217773
	Iteration 23Q: 3 clusters Score -5746882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5746889.500000 Penalty: 5304.217773
	Iteration 24Q: 3 clusters Score -5746890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5746889.000000 Penalty: 5304.217773
	Iteration 25Q: 3 clusters Score -5746889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5746894.000000 Penalty: 5304.217773
	Iteration 26Q: 3 clusters Score -5746894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5746900.500000 Penalty: 5304.217773
	Iteration 27Q: 3 clusters Score -5746900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5746898.000000 Penalty: 5304.217773
	Iteration 28Q: 3 clusters Score -5746898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5746904.500000 Penalty: 5304.217773
	Iteration 29Q: 3 clusters Score -5746904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5746908.500000 Penalty: 5304.217773
	Iteration 30Q: 3 clusters Score -5746908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5746908.500000 Penalty: 5304.217773
	Iteration 31Q: 3 clusters Score -5746908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5746911.000000 Penalty: 5304.217773
	Iteration 32Q: 3 clusters Score -5746911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5746911.000000 Penalty: 5304.217773
	Iteration 33Q: 3 clusters Score -5746911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5746914.500000 Penalty: 5304.217773
	Iteration 34Q: 3 clusters Score -5746914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5746912.500000 Penalty: 5304.217773
	Iteration 35Q: 3 clusters Score -5746912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5746914.000000 Penalty: 5304.217773
	Iteration 36Q: 3 clusters Score -5746914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5746914.000000 Penalty: 5304.217773
	Iteration 37F: 3 clusters Score -5746914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 97656 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 35992 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 20 contains 42123 members 
Entering Unmasked Estep 
Score: -62743396.000000 Penalty: 61602.574219
Splitting cluster 20 changes total score from -62732180.000000 to -62743396.000000
So it's getting split into cluster 18.
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 16 contains 35992 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 20 contains 42123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753044.000000 Penalty: 61602.574219
Iteration 39Q: 20 clusters Score -6.275304e+07 nChanged 20131
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 109411 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 94427 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 18962 members 
Mstep: Class 11 contains 21195 members 
Mstep: Class 12 contains 14289 members 
Mstep: Class 13 contains 118054 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 34712 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 20 contains 43241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3193.934082 but Gain 3242.242188
Score: -62762496.000000 Penalty: 58360.332031
Iteration 40F: 19 clusters Score -6.27625e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 115022 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 92966 members 
Mstep: Class 8 contains 158 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 21117 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 114460 members 
Mstep: Class 14 contains 517 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 33904 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 20 contains 44515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769192.000000 Penalty: 58360.332031
Iteration 41Q: 19 clusters Score -6.276919e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 92150 members 
Mstep: Class 8 contains 140 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 19239 members 
Mstep: Class 11 contains 21008 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 110286 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32838 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 20 contains 45538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772248.000000 Penalty: 58360.332031
Iteration 42Q: 19 clusters Score -6.277225e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 91934 members 
Mstep: Class 8 contains 139 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 19376 members 
Mstep: Class 11 contains 20931 members 
Mstep: Class 12 contains 14901 members 
Mstep: Class 13 contains 106323 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 31990 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 20 contains 46425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773864.000000 Penalty: 58360.332031
Iteration 43Q: 19 clusters Score -6.277386e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 126061 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 92444 members 
Mstep: Class 8 contains 136 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 19502 members 
Mstep: Class 11 contains 20850 members 
Mstep: Class 12 contains 14991 members 
Mstep: Class 13 contains 102069 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 31310 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 20 contains 47135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775328.000000 Penalty: 58360.332031
Iteration 44Q: 19 clusters Score -6.277533e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 93866 members 
Mstep: Class 8 contains 133 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 97427 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 30738 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 2149 members 
Mstep: Class 20 contains 47726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775548.000000 Penalty: 58360.332031
Iteration 45Q: 19 clusters Score -6.277555e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 131094 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 96092 members 
Mstep: Class 8 contains 133 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 19786 members 
Mstep: Class 11 contains 20675 members 
Mstep: Class 12 contains 15060 members 
Mstep: Class 13 contains 92592 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 2195 members 
Mstep: Class 20 contains 48280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776036.000000 Penalty: 58360.332031
Iteration 46Q: 19 clusters Score -6.277604e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 99336 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 20007 members 
Mstep: Class 11 contains 20603 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 13 contains 86993 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 29891 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 20 contains 48707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776384.000000 Penalty: 58360.332031
Iteration 47Q: 19 clusters Score -6.277638e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 102967 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 5519 members 
Mstep: Class 10 contains 20238 members 
Mstep: Class 11 contains 20550 members 
Mstep: Class 12 contains 15195 members 
Mstep: Class 13 contains 80124 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 29571 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 20 contains 49005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775364.000000 Penalty: 58360.332031
Iteration 48Q: 19 clusters Score -6.277536e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 106662 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 20461 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 15298 members 
Mstep: Class 13 contains 72385 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 29316 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 20 contains 49152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772420.000000 Penalty: 58360.332031
Iteration 49Q: 19 clusters Score -6.277242e+07 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 4206 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 110515 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 20709 members 
Mstep: Class 11 contains 20521 members 
Mstep: Class 12 contains 15428 members 
Mstep: Class 13 contains 64832 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 29219 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 20 contains 49176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767460.000000 Penalty: 58360.332031
Iteration 50Q: 19 clusters Score -6.276746e+07 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 114384 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 20979 members 
Mstep: Class 11 contains 20532 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 59077 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 29188 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 20 contains 49157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762924.000000 Penalty: 58360.332031
Iteration 51Q: 19 clusters Score -6.276292e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 143429 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 118084 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 21281 members 
Mstep: Class 11 contains 20590 members 
Mstep: Class 12 contains 15804 members 
Mstep: Class 13 contains 55332 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 29269 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 20 contains 49106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759040.000000 Penalty: 58360.332031
Iteration 52Q: 19 clusters Score -6.275904e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 121573 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20644 members 
Mstep: Class 12 contains 16043 members 
Mstep: Class 13 contains 52849 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 29421 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 20 contains 49030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756028.000000 Penalty: 58360.332031
Iteration 53Q: 19 clusters Score -6.275603e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 124933 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 21910 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 51229 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 29614 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 20 contains 48904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754676.000000 Penalty: 58360.332031
Iteration 54Q: 19 clusters Score -6.275468e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 136086 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 128160 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 22159 members 
Mstep: Class 11 contains 20768 members 
Mstep: Class 12 contains 16496 members 
Mstep: Class 13 contains 50138 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 29819 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 20 contains 48798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753568.000000 Penalty: 58360.332031
Iteration 55Q: 19 clusters Score -6.275357e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 133089 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 131169 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 22348 members 
Mstep: Class 11 contains 20862 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 49445 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 30028 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 20 contains 48682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753424.000000 Penalty: 58360.332031
Iteration 56Q: 19 clusters Score -6.275342e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 133778 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 22462 members 
Mstep: Class 11 contains 20915 members 
Mstep: Class 12 contains 16851 members 
Mstep: Class 13 contains 48902 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 30205 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 20 contains 48637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753612.000000 Penalty: 58360.332031
Iteration 57Q: 19 clusters Score -6.275361e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 127980 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 136093 members 
Mstep: Class 8 contains 124 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 22574 members 
Mstep: Class 11 contains 20959 members 
Mstep: Class 12 contains 17000 members 
Mstep: Class 13 contains 48500 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 30389 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 20 contains 48587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753840.000000 Penalty: 58360.332031
Iteration 58Q: 19 clusters Score -6.275384e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 125750 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 138139 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 22665 members 
Mstep: Class 11 contains 21004 members 
Mstep: Class 12 contains 17133 members 
Mstep: Class 13 contains 48177 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 30553 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 20 contains 48571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754212.000000 Penalty: 58360.332031
Iteration 59Q: 19 clusters Score -6.275421e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 123880 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 139862 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 22698 members 
Mstep: Class 11 contains 21057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 47896 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 30678 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 20 contains 48576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761016.000000 Penalty: 58360.332031
Iteration 60F: 19 clusters Score -6.276102e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 130531 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 141271 members 
Mstep: Class 8 contains 142 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 22698 members 
Mstep: Class 11 contains 21090 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 39546 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 30755 members 
Mstep: Class 17 contains 658 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 20 contains 48560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758236.000000 Penalty: 58360.332031
Iteration 61Q: 19 clusters Score -6.275824e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 2798 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 143090 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 17596 members 
Mstep: Class 13 contains 31403 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 30905 members 
Mstep: Class 17 contains 659 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 20 contains 48615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755404.000000 Penalty: 58360.332031
Iteration 62Q: 19 clusters Score -6.27554e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 144989 members 
Mstep: Class 8 contains 124 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 23117 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 17837 members 
Mstep: Class 13 contains 24553 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 31105 members 
Mstep: Class 17 contains 659 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 20 contains 48707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753704.000000 Penalty: 58360.332031
Iteration 63Q: 19 clusters Score -6.27537e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 146737 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 23359 members 
Mstep: Class 11 contains 21346 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 19113 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 31340 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 20 contains 48741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752012.000000 Penalty: 58360.332031
Iteration 64Q: 19 clusters Score -6.275201e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 4 contains 1617 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 148092 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 23620 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 15187 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 31624 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 20 contains 48755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750852.000000 Penalty: 58360.332031
Iteration 65Q: 19 clusters Score -6.275085e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 149186 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 21586 members 
Mstep: Class 12 contains 18634 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 31904 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 20 contains 48766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750320.000000 Penalty: 58360.332031
Iteration 66Q: 19 clusters Score -6.275032e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 150012 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 24150 members 
Mstep: Class 11 contains 21695 members 
Mstep: Class 12 contains 18953 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 20 contains 48735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750060.000000 Penalty: 58360.332031
Iteration 67Q: 19 clusters Score -6.275006e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 5763 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 150735 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 24409 members 
Mstep: Class 11 contains 21778 members 
Mstep: Class 12 contains 19283 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32322 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 20 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749960.000000 Penalty: 58360.332031
Iteration 68Q: 19 clusters Score -6.274996e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 151321 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 24661 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 19604 members 
Mstep: Class 13 contains 7674 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32499 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 20 contains 48656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749964.000000 Penalty: 58360.332031
Iteration 69Q: 19 clusters Score -6.274996e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 144295 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 151866 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 24866 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 19917 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32645 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 2674 members 
Mstep: Class 20 contains 48602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749892.000000 Penalty: 58360.332031
Iteration 70Q: 19 clusters Score -6.274989e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 5940 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 152382 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 25033 members 
Mstep: Class 11 contains 21924 members 
Mstep: Class 12 contains 20236 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32799 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2674 members 
Mstep: Class 20 contains 48547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749908.000000 Penalty: 58360.332031
Iteration 71Q: 19 clusters Score -6.274991e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 143114 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 6002 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 152889 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 25196 members 
Mstep: Class 11 contains 21956 members 
Mstep: Class 12 contains 20526 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 32928 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2674 members 
Mstep: Class 20 contains 48497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749796.000000 Penalty: 58360.332031
Iteration 72Q: 19 clusters Score -6.27498e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6065 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 153399 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 25329 members 
Mstep: Class 11 contains 21985 members 
Mstep: Class 12 contains 20794 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 33074 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2675 members 
Mstep: Class 20 contains 48447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749728.000000 Penalty: 58360.332031
Iteration 73Q: 19 clusters Score -6.274973e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6130 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 153957 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 25449 members 
Mstep: Class 11 contains 22018 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 4852 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 33213 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2676 members 
Mstep: Class 20 contains 48378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749536.000000 Penalty: 58360.332031
Iteration 74Q: 19 clusters Score -6.274954e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 154556 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 25517 members 
Mstep: Class 11 contains 22055 members 
Mstep: Class 12 contains 21321 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 33349 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 20 contains 48314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749520.000000 Penalty: 58360.332031
Iteration 75Q: 19 clusters Score -6.274952e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 140062 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 6253 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 155160 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 25579 members 
Mstep: Class 11 contains 22083 members 
Mstep: Class 12 contains 21539 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 33440 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2679 members 
Mstep: Class 20 contains 48262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749544.000000 Penalty: 58360.332031
Iteration 76Q: 19 clusters Score -6.274954e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 139284 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 6296 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 155736 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5513 members 
Mstep: Class 10 contains 25640 members 
Mstep: Class 11 contains 22107 members 
Mstep: Class 12 contains 21735 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 33536 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 20 contains 48238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749664.000000 Penalty: 58360.332031
Iteration 77Q: 19 clusters Score -6.274966e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 138548 members 
Mstep: Class 2 contains 3019 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 156291 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 25676 members 
Mstep: Class 11 contains 22129 members 
Mstep: Class 12 contains 21907 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 20 contains 48206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749572.000000 Penalty: 58360.332031
Iteration 78Q: 19 clusters Score -6.274957e+07 nChanged 1285
Entering ConstructFrom: 
Score: -62749572.000000 Penalty: 58360.332031
Entering ConstructFrom: 
Trying to split cluster 1 (137813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Entering Unmasked Estep 
Score: -18449068.000000 Penalty: 2934.745850
	Iteration 0F: 2 clusters Score -1.844907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -18371972.000000 Penalty: 5869.491699
	Iteration 0F: 3 clusters Score -1.837197e+07 nChanged 65812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -18410612.000000 Penalty: 5869.491699
	Iteration 1F: 3 clusters Score -1.841061e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -18411942.000000 Penalty: 5869.491699
	Iteration 2Q: 3 clusters Score -1.841194e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -18414286.000000 Penalty: 5869.491699
	Iteration 3Q: 3 clusters Score -1.841429e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -18418250.000000 Penalty: 5869.491699
	Iteration 4F: 3 clusters Score -1.841825e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -18425056.000000 Penalty: 5869.491699
	Iteration 5F: 3 clusters Score -1.842506e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -18433572.000000 Penalty: 5869.491699
	Iteration 6F: 3 clusters Score -1.843357e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121903 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -18440394.000000 Penalty: 5869.491699
	Iteration 7F: 3 clusters Score -1.844039e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -18444220.000000 Penalty: 5869.491699
	Iteration 8F: 3 clusters Score -1.844422e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -18445604.000000 Penalty: 5869.491699
	Iteration 9Q: 3 clusters Score -1.84456e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18446108.000000 Penalty: 5869.491699
	Iteration 10Q: 3 clusters Score -1.844611e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18446294.000000 Penalty: 5869.491699
	Iteration 11Q: 3 clusters Score -1.844629e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18446408.000000 Penalty: 5869.491699
	Iteration 12Q: 3 clusters Score -1.844641e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18446498.000000 Penalty: 5869.491699
	Iteration 13Q: 3 clusters Score -1.84465e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18446516.000000 Penalty: 5869.491699
	Iteration 14Q: 3 clusters Score -1.844652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18446560.000000 Penalty: 5869.491699
	Iteration 15Q: 3 clusters Score -1.844656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -18446582.000000 Penalty: 5869.491699
	Iteration 16Q: 3 clusters Score -1.844658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18446626.000000 Penalty: 5869.491699
	Iteration 17Q: 3 clusters Score -1.844663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -18446612.000000 Penalty: 5869.491699
	Iteration 18Q: 3 clusters Score -1.844661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137398 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18446618.000000 Penalty: 5869.491699
	Iteration 19Q: 3 clusters Score -1.844662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18446610.000000 Penalty: 5869.491699
	Iteration 20F: 3 clusters Score -1.844661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18446612.000000 Penalty: 5869.491699
	Iteration 21Q: 3 clusters Score -1.844661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18446618.000000 Penalty: 5869.491699
	Iteration 22Q: 3 clusters Score -1.844662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18446626.000000 Penalty: 5869.491699
	Iteration 23Q: 3 clusters Score -1.844663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18446658.000000 Penalty: 5869.491699
	Iteration 24Q: 3 clusters Score -1.844666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137400 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18446654.000000 Penalty: 5869.491699
	Iteration 25Q: 3 clusters Score -1.844665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137398 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18446672.000000 Penalty: 5869.491699
	Iteration 26Q: 3 clusters Score -1.844667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18446660.000000 Penalty: 5869.491699
	Iteration 27Q: 3 clusters Score -1.844666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18446662.000000 Penalty: 5869.491699
	Iteration 28Q: 3 clusters Score -1.844666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18446666.000000 Penalty: 5869.491699
	Iteration 29Q: 3 clusters Score -1.844667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18446676.000000 Penalty: 5869.491699
	Iteration 30Q: 3 clusters Score -1.844668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18446674.000000 Penalty: 5869.491699
	Iteration 31Q: 3 clusters Score -1.844667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18446672.000000 Penalty: 5869.491699
	Iteration 32Q: 3 clusters Score -1.844667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18446664.000000 Penalty: 5869.491699
	Iteration 33Q: 3 clusters Score -1.844666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18446680.000000 Penalty: 5869.491699
	Iteration 34Q: 3 clusters Score -1.844668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137404 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18446688.000000 Penalty: 5869.491699
	Iteration 35Q: 3 clusters Score -1.844669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137406 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -18446692.000000 Penalty: 5869.491699
	Iteration 36Q: 3 clusters Score -1.844669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -18446692.000000 Penalty: 5869.491699
	Iteration 37Q: 3 clusters Score -1.844669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -18446692.000000 Penalty: 5869.491699
	Iteration 38F: 3 clusters Score -1.844669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -378336.406250 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -378336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -375054.156250 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -375054.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -375717.843750 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -375717.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -375898.812500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -375898.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -376031.437500 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -376031.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -376118.812500 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -376118.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -376198.593750 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -376198.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -376260.750000 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -376260.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -376310.687500 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -376310.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -376350.375000 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -376350.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -376388.968750 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -376389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -376433.250000 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -376433.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -376470.750000 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -376470.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -376499.156250 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -376499.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -376528.375000 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -376528.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -376564.875000 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -376564.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -376606.625000 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -376606.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -376654.468750 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -376654.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -376720.281250 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -376720.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -376764.656250 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -376764.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -376795.375000 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -376795.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -376827.406250 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -376827.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -376851.781250 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -376851.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -376867.781250 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -376867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -376885.031250 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -376885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -376902.031250 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -376902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -376925.281250 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -376925.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -376941.187500 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -376941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -376953.500000 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -376953.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -376966.375000 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -376966.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -376975.531250 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -376975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -376983.437500 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -376983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -376990.468750 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -376990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -376995.375000 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -376995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -377003.281250 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -377003.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -377011.375000 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -377011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -377014.781250 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -377014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -377020.500000 Penalty: 3974.453857
	Iteration 36Q: 3 clusters Score -377020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -377025.062500 Penalty: 3974.453857
	Iteration 37Q: 3 clusters Score -377025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -377027.531250 Penalty: 3974.453857
	Iteration 38Q: 3 clusters Score -377027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -377027.531250 Penalty: 3974.453857
	Iteration 39F: 3 clusters Score -377027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -212189.781250 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -212189.8 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 822 members 
Entering Unmasked Estep 
Score: -209786.312500 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -209786.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210197.328125 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -210197.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210327.859375 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -210327.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210390.609375 Penalty: 3663.382080
	Iteration 3Q: 3 clusters Score -210390.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210428.546875 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -210428.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210454.453125 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -210454.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210469.765625 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -210469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210478.406250 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -210478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210485.093750 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -210485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210490.500000 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -210490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210493.671875 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -210493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210497.265625 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -210497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210501.078125 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -210501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210503.359375 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -210503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210506.687500 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -210506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210510.734375 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -210510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210512.500000 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -210512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210515.156250 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -210515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -210517.234375 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -210517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -210519.250000 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -210519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210525.187500 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -210525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -210530.796875 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -210530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210533.812500 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -210533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210535.593750 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -210535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210536.562500 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -210536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210537.515625 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -210537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210538.390625 Penalty: 3663.382080
	Iteration 26Q: 3 clusters Score -210538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210539.421875 Penalty: 3663.382080
	Iteration 27Q: 3 clusters Score -210539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210539.421875 Penalty: 3663.382080
	Iteration 28F: 3 clusters Score -210539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -860741.187500 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -860741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -855433.250000 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -855433.2 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -856931.937500 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -856931.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -857384.312500 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -857384.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -857786.750000 Penalty: 4344.406250
	Iteration 3F: 3 clusters Score -857786.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -858131.500000 Penalty: 4344.406250
	Iteration 4F: 3 clusters Score -858131.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -858484.000000 Penalty: 4344.406250
	Iteration 5F: 3 clusters Score -858484 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -858822.187500 Penalty: 4344.406250
	Iteration 6F: 3 clusters Score -858822.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -859054.750000 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -859054.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -859223.750000 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -859223.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -859338.312500 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -859338.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -859404.375000 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -859404.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -859450.812500 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -859450.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -859473.437500 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -859473.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -859489.250000 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -859489.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -859503.562500 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -859503.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -859515.562500 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -859515.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -859525.437500 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -859525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -859533.437500 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -859533.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -859542.125000 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -859542.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -859549.875000 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -859549.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -859552.937500 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -859552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -859556.500000 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -859556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -859559.312500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -859559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -859558.937500 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -859558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -859559.937500 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -859559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -859559.937500 Penalty: 4344.406250
	Iteration 25F: 3 clusters Score -859559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -410828.968750 Penalty: 1993.950928
	Iteration 0F: 2 clusters Score -410829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -407484.281250 Penalty: 3987.901855
	Iteration 0F: 3 clusters Score -407484.3 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -408153.687500 Penalty: 3987.901855
	Iteration 1F: 3 clusters Score -408153.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408318.312500 Penalty: 3987.901855
	Iteration 2F: 3 clusters Score -408318.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408395.906250 Penalty: 3987.901855
	Iteration 3Q: 3 clusters Score -408395.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408458.062500 Penalty: 3987.901855
	Iteration 4Q: 3 clusters Score -408458.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -408518.656250 Penalty: 3987.901855
	Iteration 5Q: 3 clusters Score -408518.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -408571.187500 Penalty: 3987.901855
	Iteration 6Q: 3 clusters Score -408571.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -408605.687500 Penalty: 3987.901855
	Iteration 7Q: 3 clusters Score -408605.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -408635.750000 Penalty: 3987.901855
	Iteration 8Q: 3 clusters Score -408635.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -408664.625000 Penalty: 3987.901855
	Iteration 9Q: 3 clusters Score -408664.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -408694.687500 Penalty: 3987.901855
	Iteration 10Q: 3 clusters Score -408694.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -408731.031250 Penalty: 3987.901855
	Iteration 11Q: 3 clusters Score -408731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -408757.906250 Penalty: 3987.901855
	Iteration 12Q: 3 clusters Score -408757.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -408781.250000 Penalty: 3987.901855
	Iteration 13Q: 3 clusters Score -408781.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -408804.625000 Penalty: 3987.901855
	Iteration 14Q: 3 clusters Score -408804.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -408822.781250 Penalty: 3987.901855
	Iteration 15Q: 3 clusters Score -408822.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -408837.312500 Penalty: 3987.901855
	Iteration 16Q: 3 clusters Score -408837.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -408847.750000 Penalty: 3987.901855
	Iteration 17Q: 3 clusters Score -408847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -408857.843750 Penalty: 3987.901855
	Iteration 18Q: 3 clusters Score -408857.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -408865.937500 Penalty: 3987.901855
	Iteration 19Q: 3 clusters Score -408865.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -408874.687500 Penalty: 3987.901855
	Iteration 20F: 3 clusters Score -408874.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -408880.218750 Penalty: 3987.901855
	Iteration 21Q: 3 clusters Score -408880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -408884.375000 Penalty: 3987.901855
	Iteration 22Q: 3 clusters Score -408884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -408887.843750 Penalty: 3987.901855
	Iteration 23Q: 3 clusters Score -408887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -408890.125000 Penalty: 3987.901855
	Iteration 24Q: 3 clusters Score -408890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -408892.625000 Penalty: 3987.901855
	Iteration 25Q: 3 clusters Score -408892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -408894.562500 Penalty: 3987.901855
	Iteration 26Q: 3 clusters Score -408894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -408895.781250 Penalty: 3987.901855
	Iteration 27Q: 3 clusters Score -408895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -408899.000000 Penalty: 3987.901855
	Iteration 28Q: 3 clusters Score -408899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -408902.468750 Penalty: 3987.901855
	Iteration 29Q: 3 clusters Score -408902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -408907.593750 Penalty: 3987.901855
	Iteration 30Q: 3 clusters Score -408907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -408915.343750 Penalty: 3987.901855
	Iteration 31Q: 3 clusters Score -408915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -408929.031250 Penalty: 3987.901855
	Iteration 32Q: 3 clusters Score -408929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -408943.156250 Penalty: 3987.901855
	Iteration 33Q: 3 clusters Score -408943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -408960.718750 Penalty: 3987.901855
	Iteration 34Q: 3 clusters Score -408960.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -408987.875000 Penalty: 3987.901855
	Iteration 35Q: 3 clusters Score -408987.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -409020.375000 Penalty: 3987.901855
	Iteration 36Q: 3 clusters Score -409020.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -409063.062500 Penalty: 3987.901855
	Iteration 37Q: 3 clusters Score -409063.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -409134.343750 Penalty: 3987.901855
	Iteration 38Q: 3 clusters Score -409134.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -409267.625000 Penalty: 3987.901855
	Iteration 39Q: 3 clusters Score -409267.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -409436.468750 Penalty: 3987.901855
	Iteration 40F: 3 clusters Score -409436.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -409640.906250 Penalty: 3987.901855
	Iteration 41Q: 3 clusters Score -409640.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -409892.500000 Penalty: 3987.901855
	Iteration 42Q: 3 clusters Score -409892.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -410126.750000 Penalty: 3987.901855
	Iteration 43Q: 3 clusters Score -410126.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -410291.250000 Penalty: 3987.901855
	Iteration 44Q: 3 clusters Score -410291.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -410401.093750 Penalty: 3987.901855
	Iteration 45Q: 3 clusters Score -410401.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -410472.250000 Penalty: 3987.901855
	Iteration 46Q: 3 clusters Score -410472.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410505.968750 Penalty: 3987.901855
	Iteration 47Q: 3 clusters Score -410506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410529.750000 Penalty: 3987.901855
	Iteration 48Q: 3 clusters Score -410529.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -410544.843750 Penalty: 3987.901855
	Iteration 49Q: 3 clusters Score -410544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410554.718750 Penalty: 3987.901855
	Iteration 50Q: 3 clusters Score -410554.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -410560.031250 Penalty: 3987.901855
	Iteration 51Q: 3 clusters Score -410560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -410562.156250 Penalty: 3987.901855
	Iteration 52Q: 3 clusters Score -410562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -410564.593750 Penalty: 3987.901855
	Iteration 53Q: 3 clusters Score -410564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -410567.375000 Penalty: 3987.901855
	Iteration 54Q: 3 clusters Score -410567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -410572.062500 Penalty: 3987.901855
	Iteration 55Q: 3 clusters Score -410572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -410578.468750 Penalty: 3987.901855
	Iteration 56Q: 3 clusters Score -410578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -410589.687500 Penalty: 3987.901855
	Iteration 57Q: 3 clusters Score -410589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -410598.906250 Penalty: 3987.901855
	Iteration 58Q: 3 clusters Score -410598.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -410607.031250 Penalty: 3987.901855
	Iteration 59Q: 3 clusters Score -410607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -410611.375000 Penalty: 3987.901855
	Iteration 60F: 3 clusters Score -410611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -410612.593750 Penalty: 3987.901855
	Iteration 61Q: 3 clusters Score -410612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -410615.437500 Penalty: 3987.901855
	Iteration 62Q: 3 clusters Score -410615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -410621.000000 Penalty: 3987.901855
	Iteration 63Q: 3 clusters Score -410621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -410624.937500 Penalty: 3987.901855
	Iteration 64Q: 3 clusters Score -410624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -410627.906250 Penalty: 3987.901855
	Iteration 65Q: 3 clusters Score -410627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -410632.718750 Penalty: 3987.901855
	Iteration 66Q: 3 clusters Score -410632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -410639.031250 Penalty: 3987.901855
	Iteration 67Q: 3 clusters Score -410639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -410640.406250 Penalty: 3987.901855
	Iteration 68Q: 3 clusters Score -410640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -410643.875000 Penalty: 3987.901855
	Iteration 69Q: 3 clusters Score -410643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -410644.750000 Penalty: 3987.901855
	Iteration 70Q: 3 clusters Score -410644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -410645.093750 Penalty: 3987.901855
	Iteration 71Q: 3 clusters Score -410645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -410645.093750 Penalty: 3987.901855
	Iteration 72F: 3 clusters Score -410645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (156836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Entering Unmasked Estep 
Score: -21045892.000000 Penalty: 2966.812988
	Iteration 0F: 2 clusters Score -2.104589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -20954766.000000 Penalty: 5933.625977
	Iteration 0F: 3 clusters Score -2.095477e+07 nChanged 75050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -20998826.000000 Penalty: 5933.625977
	Iteration 1F: 3 clusters Score -2.099883e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -21000054.000000 Penalty: 5933.625977
	Iteration 2Q: 3 clusters Score -2.100005e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -21002628.000000 Penalty: 5933.625977
	Iteration 3Q: 3 clusters Score -2.100263e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
Score: -21006846.000000 Penalty: 5933.625977
	Iteration 4F: 3 clusters Score -2.100685e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -21013974.000000 Penalty: 5933.625977
	Iteration 5F: 3 clusters Score -2.101397e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -21024270.000000 Penalty: 5933.625977
	Iteration 6F: 3 clusters Score -2.102427e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -21034728.000000 Penalty: 5933.625977
	Iteration 7F: 3 clusters Score -2.103473e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 122122 members 
Entering Unmasked Estep 
Score: -21042390.000000 Penalty: 5933.625977
	Iteration 8F: 3 clusters Score -2.104239e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -21045072.000000 Penalty: 5933.625977
	Iteration 9Q: 3 clusters Score -2.104507e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 135275 members 
Entering Unmasked Estep 
Score: -21045190.000000 Penalty: 5933.625977
	Iteration 10Q: 3 clusters Score -2.104519e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -21044350.000000 Penalty: 5933.625977
	Iteration 11Q: 3 clusters Score -2.104435e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 146213 members 
Entering Unmasked Estep 
Score: -21043824.000000 Penalty: 5933.625977
	Iteration 12Q: 3 clusters Score -2.104382e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -21043392.000000 Penalty: 5933.625977
	Iteration 13Q: 3 clusters Score -2.104339e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -21043196.000000 Penalty: 5933.625977
	Iteration 14Q: 3 clusters Score -2.10432e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 153956 members 
Entering Unmasked Estep 
Score: -21043154.000000 Penalty: 5933.625977
	Iteration 15Q: 3 clusters Score -2.104315e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -21043232.000000 Penalty: 5933.625977
	Iteration 16Q: 3 clusters Score -2.104323e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -21043278.000000 Penalty: 5933.625977
	Iteration 17Q: 3 clusters Score -2.104328e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 155796 members 
Entering Unmasked Estep 
Score: -21043364.000000 Penalty: 5933.625977
	Iteration 18Q: 3 clusters Score -2.104336e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -21043442.000000 Penalty: 5933.625977
	Iteration 19Q: 3 clusters Score -2.104344e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -21043570.000000 Penalty: 5933.625977
	Iteration 20F: 3 clusters Score -2.104357e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 156293 members 
Entering Unmasked Estep 
Score: -21043538.000000 Penalty: 5933.625977
	Iteration 21Q: 3 clusters Score -2.104354e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 156424 members 
Entering Unmasked Estep 
Score: -21043536.000000 Penalty: 5933.625977
	Iteration 22Q: 3 clusters Score -2.104354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -21043532.000000 Penalty: 5933.625977
	Iteration 23Q: 3 clusters Score -2.104353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -21043506.000000 Penalty: 5933.625977
	Iteration 24Q: 3 clusters Score -2.104351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 156517 members 
Entering Unmasked Estep 
Score: -21043508.000000 Penalty: 5933.625977
	Iteration 25Q: 3 clusters Score -2.104351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 156524 members 
Entering Unmasked Estep 
Score: -21043508.000000 Penalty: 5933.625977
	Iteration 26Q: 3 clusters Score -2.104351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -21043514.000000 Penalty: 5933.625977
	Iteration 27Q: 3 clusters Score -2.104351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 156533 members 
Entering Unmasked Estep 
Score: -21043514.000000 Penalty: 5933.625977
	Iteration 28Q: 3 clusters Score -2.104351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -21043508.000000 Penalty: 5933.625977
	Iteration 29Q: 3 clusters Score -2.104351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156542 members 
Entering Unmasked Estep 
Score: -21043510.000000 Penalty: 5933.625977
	Iteration 30Q: 3 clusters Score -2.104351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156542 members 
Entering Unmasked Estep 
Score: -21043506.000000 Penalty: 5933.625977
	Iteration 31Q: 3 clusters Score -2.104351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -21043502.000000 Penalty: 5933.625977
	Iteration 32Q: 3 clusters Score -2.10435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -21043502.000000 Penalty: 5933.625977
	Iteration 33F: 3 clusters Score -2.10435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -14180.279297 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -14180.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13322.133789 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -13322.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13331.404297 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -13331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13331.404297 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -13331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -715485.687500 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -715485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -710646.687500 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -710646.7 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -711875.062500 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -711875.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -712193.562500 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -712193.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -712506.187500 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -712506.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -712882.125000 Penalty: 4273.062500
	Iteration 4F: 3 clusters Score -712882.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -713298.500000 Penalty: 4273.062500
	Iteration 5F: 3 clusters Score -713298.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -713691.750000 Penalty: 4273.062500
	Iteration 6F: 3 clusters Score -713691.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -714002.062500 Penalty: 4273.062500
	Iteration 7F: 3 clusters Score -714002.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -714246.750000 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -714246.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -714372.875000 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -714372.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -714468.437500 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -714468.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -714537.375000 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -714537.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -714575.062500 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -714575.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -714598.437500 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -714598.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -714614.562500 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -714614.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -714630.062500 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -714630.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -714645.562500 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -714645.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -714664.437500 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -714664.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -714679.125000 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -714679.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -714694.625000 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -714694.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -714703.187500 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -714703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -714707.000000 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -714707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -714709.875000 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -714709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -714714.500000 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -714714.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -714720.250000 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -714720.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -714725.687500 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -714725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -714729.187500 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -714729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -714732.562500 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -714732.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -714740.312500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -714740.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -714746.125000 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -714746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -714748.125000 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -714748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -714754.437500 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -714754.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -714759.812500 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -714759.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -714765.125000 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -714765.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -714773.187500 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -714773.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -714782.250000 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -714782.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -714791.812500 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -714791.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -714802.750000 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -714802.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -714810.437500 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -714810.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -714816.625000 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -714816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -714823.125000 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -714823.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -714828.500000 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -714828.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -714840.500000 Penalty: 4273.062500
	Iteration 42Q: 3 clusters Score -714840.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -714849.937500 Penalty: 4273.062500
	Iteration 43Q: 3 clusters Score -714849.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -714859.937500 Penalty: 4273.062500
	Iteration 44Q: 3 clusters Score -714859.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -714873.312500 Penalty: 4273.062500
	Iteration 45Q: 3 clusters Score -714873.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -714887.250000 Penalty: 4273.062500
	Iteration 46Q: 3 clusters Score -714887.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -714903.250000 Penalty: 4273.062500
	Iteration 47Q: 3 clusters Score -714903.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -714913.625000 Penalty: 4273.062500
	Iteration 48Q: 3 clusters Score -714913.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -714923.000000 Penalty: 4273.062500
	Iteration 49Q: 3 clusters Score -714923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -714928.500000 Penalty: 4273.062500
	Iteration 50Q: 3 clusters Score -714928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -714938.750000 Penalty: 4273.062500
	Iteration 51Q: 3 clusters Score -714938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -714947.187500 Penalty: 4273.062500
	Iteration 52Q: 3 clusters Score -714947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -714955.000000 Penalty: 4273.062500
	Iteration 53Q: 3 clusters Score -714955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -714962.187500 Penalty: 4273.062500
	Iteration 54Q: 3 clusters Score -714962.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -714965.312500 Penalty: 4273.062500
	Iteration 55Q: 3 clusters Score -714965.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -714969.500000 Penalty: 4273.062500
	Iteration 56Q: 3 clusters Score -714969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -714971.000000 Penalty: 4273.062500
	Iteration 57Q: 3 clusters Score -714971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -714973.375000 Penalty: 4273.062500
	Iteration 58Q: 3 clusters Score -714973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -714975.687500 Penalty: 4273.062500
	Iteration 59Q: 3 clusters Score -714975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -714975.812500 Penalty: 4273.062500
	Iteration 60F: 3 clusters Score -714975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -714978.187500 Penalty: 4273.062500
	Iteration 61Q: 3 clusters Score -714978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -714978.187500 Penalty: 4273.062500
	Iteration 62F: 3 clusters Score -714978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -3464138.750000 Penalty: 2518.349609
	Iteration 0F: 2 clusters Score -3464139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3446229.750000 Penalty: 5036.699219
	Iteration 0F: 3 clusters Score -3446230 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3452567.750000 Penalty: 5036.699219
	Iteration 1F: 3 clusters Score -3452568 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3453048.000000 Penalty: 5036.699219
	Iteration 2F: 3 clusters Score -3453048 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3453490.250000 Penalty: 5036.699219
	Iteration 3Q: 3 clusters Score -3453490 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3453904.500000 Penalty: 5036.699219
	Iteration 4Q: 3 clusters Score -3453904 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3454390.000000 Penalty: 5036.699219
	Iteration 5Q: 3 clusters Score -3454390 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3454935.500000 Penalty: 5036.699219
	Iteration 6Q: 3 clusters Score -3454936 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3455556.750000 Penalty: 5036.699219
	Iteration 7Q: 3 clusters Score -3455557 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3456429.500000 Penalty: 5036.699219
	Iteration 8Q: 3 clusters Score -3456430 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3457519.250000 Penalty: 5036.699219
	Iteration 9F: 3 clusters Score -3457519 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3458595.500000 Penalty: 5036.699219
	Iteration 10Q: 3 clusters Score -3458596 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3459441.250000 Penalty: 5036.699219
	Iteration 11Q: 3 clusters Score -3459441 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3459848.750000 Penalty: 5036.699219
	Iteration 12Q: 3 clusters Score -3459849 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3460092.500000 Penalty: 5036.699219
	Iteration 13Q: 3 clusters Score -3460092 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3460261.750000 Penalty: 5036.699219
	Iteration 14Q: 3 clusters Score -3460262 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3460363.500000 Penalty: 5036.699219
	Iteration 15Q: 3 clusters Score -3460364 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3460481.750000 Penalty: 5036.699219
	Iteration 16Q: 3 clusters Score -3460482 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3460546.250000 Penalty: 5036.699219
	Iteration 17Q: 3 clusters Score -3460546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3460611.000000 Penalty: 5036.699219
	Iteration 18Q: 3 clusters Score -3460611 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3460660.250000 Penalty: 5036.699219
	Iteration 19Q: 3 clusters Score -3460660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3460710.750000 Penalty: 5036.699219
	Iteration 20F: 3 clusters Score -3460711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3460751.750000 Penalty: 5036.699219
	Iteration 21Q: 3 clusters Score -3460752 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3460781.000000 Penalty: 5036.699219
	Iteration 22Q: 3 clusters Score -3460781 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3460805.750000 Penalty: 5036.699219
	Iteration 23Q: 3 clusters Score -3460806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3460841.000000 Penalty: 5036.699219
	Iteration 24Q: 3 clusters Score -3460841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3460863.750000 Penalty: 5036.699219
	Iteration 25Q: 3 clusters Score -3460864 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3460878.250000 Penalty: 5036.699219
	Iteration 26Q: 3 clusters Score -3460878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3460899.500000 Penalty: 5036.699219
	Iteration 27Q: 3 clusters Score -3460900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3460897.000000 Penalty: 5036.699219
	Iteration 28Q: 3 clusters Score -3460897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3460916.500000 Penalty: 5036.699219
	Iteration 29Q: 3 clusters Score -3460916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3460929.250000 Penalty: 5036.699219
	Iteration 30Q: 3 clusters Score -3460929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3460939.000000 Penalty: 5036.699219
	Iteration 31Q: 3 clusters Score -3460939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3460950.250000 Penalty: 5036.699219
	Iteration 32Q: 3 clusters Score -3460950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3460965.000000 Penalty: 5036.699219
	Iteration 33Q: 3 clusters Score -3460965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3460968.750000 Penalty: 5036.699219
	Iteration 34Q: 3 clusters Score -3460969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3460979.750000 Penalty: 5036.699219
	Iteration 35Q: 3 clusters Score -3460980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3460996.500000 Penalty: 5036.699219
	Iteration 36Q: 3 clusters Score -3460996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3461006.000000 Penalty: 5036.699219
	Iteration 37Q: 3 clusters Score -3461006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3461013.750000 Penalty: 5036.699219
	Iteration 38Q: 3 clusters Score -3461014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3461009.500000 Penalty: 5036.699219
	Iteration 39Q: 3 clusters Score -3461010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3461020.500000 Penalty: 5036.699219
	Iteration 40F: 3 clusters Score -3461020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3461029.000000 Penalty: 5036.699219
	Iteration 41Q: 3 clusters Score -3461029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3461036.750000 Penalty: 5036.699219
	Iteration 42Q: 3 clusters Score -3461037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3461046.250000 Penalty: 5036.699219
	Iteration 43Q: 3 clusters Score -3461046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3461045.750000 Penalty: 5036.699219
	Iteration 44Q: 3 clusters Score -3461046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3461053.500000 Penalty: 5036.699219
	Iteration 45Q: 3 clusters Score -3461054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3461048.500000 Penalty: 5036.699219
	Iteration 46Q: 3 clusters Score -3461048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3461068.000000 Penalty: 5036.699219
	Iteration 47Q: 3 clusters Score -3461068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3461074.750000 Penalty: 5036.699219
	Iteration 48Q: 3 clusters Score -3461075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3461086.750000 Penalty: 5036.699219
	Iteration 49Q: 3 clusters Score -3461087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3461088.000000 Penalty: 5036.699219
	Iteration 50Q: 3 clusters Score -3461088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3461108.250000 Penalty: 5036.699219
	Iteration 51Q: 3 clusters Score -3461108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3461124.000000 Penalty: 5036.699219
	Iteration 52Q: 3 clusters Score -3461124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3461147.250000 Penalty: 5036.699219
	Iteration 53Q: 3 clusters Score -3461147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3461153.250000 Penalty: 5036.699219
	Iteration 54Q: 3 clusters Score -3461153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3461156.500000 Penalty: 5036.699219
	Iteration 55Q: 3 clusters Score -3461156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3461177.500000 Penalty: 5036.699219
	Iteration 56Q: 3 clusters Score -3461178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3461187.250000 Penalty: 5036.699219
	Iteration 57Q: 3 clusters Score -3461187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3461208.000000 Penalty: 5036.699219
	Iteration 58Q: 3 clusters Score -3461208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3461217.750000 Penalty: 5036.699219
	Iteration 59Q: 3 clusters Score -3461218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3461221.250000 Penalty: 5036.699219
	Iteration 60F: 3 clusters Score -3461221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3461237.000000 Penalty: 5036.699219
	Iteration 61Q: 3 clusters Score -3461237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3461239.250000 Penalty: 5036.699219
	Iteration 62Q: 3 clusters Score -3461239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3461256.500000 Penalty: 5036.699219
	Iteration 63Q: 3 clusters Score -3461256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3461259.750000 Penalty: 5036.699219
	Iteration 64Q: 3 clusters Score -3461260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3461270.750000 Penalty: 5036.699219
	Iteration 65Q: 3 clusters Score -3461271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3461288.000000 Penalty: 5036.699219
	Iteration 66Q: 3 clusters Score -3461288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3461294.500000 Penalty: 5036.699219
	Iteration 67Q: 3 clusters Score -3461294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3461305.750000 Penalty: 5036.699219
	Iteration 68Q: 3 clusters Score -3461306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3461318.500000 Penalty: 5036.699219
	Iteration 69Q: 3 clusters Score -3461318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3461342.500000 Penalty: 5036.699219
	Iteration 70Q: 3 clusters Score -3461342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3461350.750000 Penalty: 5036.699219
	Iteration 71Q: 3 clusters Score -3461351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3461362.750000 Penalty: 5036.699219
	Iteration 72Q: 3 clusters Score -3461363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3461383.000000 Penalty: 5036.699219
	Iteration 73Q: 3 clusters Score -3461383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3461387.500000 Penalty: 5036.699219
	Iteration 74Q: 3 clusters Score -3461388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3461402.750000 Penalty: 5036.699219
	Iteration 75Q: 3 clusters Score -3461403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3461412.500000 Penalty: 5036.699219
	Iteration 76Q: 3 clusters Score -3461412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3461427.000000 Penalty: 5036.699219
	Iteration 77Q: 3 clusters Score -3461427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3461431.250000 Penalty: 5036.699219
	Iteration 78Q: 3 clusters Score -3461431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3461452.250000 Penalty: 5036.699219
	Iteration 79Q: 3 clusters Score -3461452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3461481.250000 Penalty: 5036.699219
	Iteration 80F: 3 clusters Score -3461481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3461496.500000 Penalty: 5036.699219
	Iteration 81Q: 3 clusters Score -3461496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3461504.250000 Penalty: 5036.699219
	Iteration 82Q: 3 clusters Score -3461504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3461514.500000 Penalty: 5036.699219
	Iteration 83Q: 3 clusters Score -3461514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3461532.750000 Penalty: 5036.699219
	Iteration 84Q: 3 clusters Score -3461533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3461550.500000 Penalty: 5036.699219
	Iteration 85Q: 3 clusters Score -3461550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3461565.500000 Penalty: 5036.699219
	Iteration 86Q: 3 clusters Score -3461566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3461578.500000 Penalty: 5036.699219
	Iteration 87Q: 3 clusters Score -3461578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3461606.250000 Penalty: 5036.699219
	Iteration 88Q: 3 clusters Score -3461606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3461622.000000 Penalty: 5036.699219
	Iteration 89Q: 3 clusters Score -3461622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3461633.500000 Penalty: 5036.699219
	Iteration 90Q: 3 clusters Score -3461634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3461655.000000 Penalty: 5036.699219
	Iteration 91Q: 3 clusters Score -3461655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3461663.750000 Penalty: 5036.699219
	Iteration 92Q: 3 clusters Score -3461664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3461685.750000 Penalty: 5036.699219
	Iteration 93Q: 3 clusters Score -3461686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3461718.750000 Penalty: 5036.699219
	Iteration 94Q: 3 clusters Score -3461719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3461729.250000 Penalty: 5036.699219
	Iteration 95Q: 3 clusters Score -3461729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3461756.000000 Penalty: 5036.699219
	Iteration 96Q: 3 clusters Score -3461756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3461759.000000 Penalty: 5036.699219
	Iteration 97Q: 3 clusters Score -3461759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3461775.500000 Penalty: 5036.699219
	Iteration 98Q: 3 clusters Score -3461776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3461787.250000 Penalty: 5036.699219
	Iteration 99Q: 3 clusters Score -3461787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3461800.000000 Penalty: 5036.699219
	Iteration 100F: 3 clusters Score -3461800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3461814.250000 Penalty: 5036.699219
	Iteration 101Q: 3 clusters Score -3461814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3461826.250000 Penalty: 5036.699219
	Iteration 102Q: 3 clusters Score -3461826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3461847.250000 Penalty: 5036.699219
	Iteration 103Q: 3 clusters Score -3461847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3461864.500000 Penalty: 5036.699219
	Iteration 104Q: 3 clusters Score -3461864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3461874.750000 Penalty: 5036.699219
	Iteration 105Q: 3 clusters Score -3461875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3461891.250000 Penalty: 5036.699219
	Iteration 106Q: 3 clusters Score -3461891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3461896.000000 Penalty: 5036.699219
	Iteration 107Q: 3 clusters Score -3461896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3461906.250000 Penalty: 5036.699219
	Iteration 108Q: 3 clusters Score -3461906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3461915.000000 Penalty: 5036.699219
	Iteration 109Q: 3 clusters Score -3461915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3461925.750000 Penalty: 5036.699219
	Iteration 110Q: 3 clusters Score -3461926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3461928.000000 Penalty: 5036.699219
	Iteration 111Q: 3 clusters Score -3461928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3461932.000000 Penalty: 5036.699219
	Iteration 112Q: 3 clusters Score -3461932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3461938.250000 Penalty: 5036.699219
	Iteration 113Q: 3 clusters Score -3461938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3461944.500000 Penalty: 5036.699219
	Iteration 114Q: 3 clusters Score -3461944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3461945.250000 Penalty: 5036.699219
	Iteration 115Q: 3 clusters Score -3461945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3461954.250000 Penalty: 5036.699219
	Iteration 116Q: 3 clusters Score -3461954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3461957.500000 Penalty: 5036.699219
	Iteration 117Q: 3 clusters Score -3461958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3461959.500000 Penalty: 5036.699219
	Iteration 118Q: 3 clusters Score -3461960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3461959.500000 Penalty: 5036.699219
	Iteration 119Q: 3 clusters Score -3461960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3461960.500000 Penalty: 5036.699219
	Iteration 120F: 3 clusters Score -3461960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Entering Unmasked Estep 
Score: -2999932.000000 Penalty: 2481.353271
	Iteration 0F: 2 clusters Score -2999932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2984559.750000 Penalty: 4962.706543
	Iteration 0F: 3 clusters Score -2984560 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2989686.500000 Penalty: 4962.706543
	Iteration 1F: 3 clusters Score -2989686 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2990106.000000 Penalty: 4962.706543
	Iteration 2F: 3 clusters Score -2990106 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2990465.500000 Penalty: 4962.706543
	Iteration 3Q: 3 clusters Score -2990466 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2990866.250000 Penalty: 4962.706543
	Iteration 4Q: 3 clusters Score -2990866 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2991378.000000 Penalty: 4962.706543
	Iteration 5Q: 3 clusters Score -2991378 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2992036.000000 Penalty: 4962.706543
	Iteration 6F: 3 clusters Score -2992036 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2992834.500000 Penalty: 4962.706543
	Iteration 7F: 3 clusters Score -2992834 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2993838.500000 Penalty: 4962.706543
	Iteration 8F: 3 clusters Score -2993838 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2994810.250000 Penalty: 4962.706543
	Iteration 9F: 3 clusters Score -2994810 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2995647.000000 Penalty: 4962.706543
	Iteration 10F: 3 clusters Score -2995647 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2996345.750000 Penalty: 4962.706543
	Iteration 11Q: 3 clusters Score -2996346 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2996887.000000 Penalty: 4962.706543
	Iteration 12Q: 3 clusters Score -2996887 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2997283.500000 Penalty: 4962.706543
	Iteration 13Q: 3 clusters Score -2997284 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2997551.250000 Penalty: 4962.706543
	Iteration 14Q: 3 clusters Score -2997551 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2997741.500000 Penalty: 4962.706543
	Iteration 15Q: 3 clusters Score -2997742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2997879.500000 Penalty: 4962.706543
	Iteration 16Q: 3 clusters Score -2997880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2997960.500000 Penalty: 4962.706543
	Iteration 17Q: 3 clusters Score -2997960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2998013.750000 Penalty: 4962.706543
	Iteration 18Q: 3 clusters Score -2998014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2998062.750000 Penalty: 4962.706543
	Iteration 19Q: 3 clusters Score -2998063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2998093.750000 Penalty: 4962.706543
	Iteration 20F: 3 clusters Score -2998094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2998107.000000 Penalty: 4962.706543
	Iteration 21Q: 3 clusters Score -2998107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2998118.000000 Penalty: 4962.706543
	Iteration 22Q: 3 clusters Score -2998118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2998133.000000 Penalty: 4962.706543
	Iteration 23Q: 3 clusters Score -2998133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2998133.250000 Penalty: 4962.706543
	Iteration 24Q: 3 clusters Score -2998133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2998134.000000 Penalty: 4962.706543
	Iteration 25Q: 3 clusters Score -2998134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2998137.250000 Penalty: 4962.706543
	Iteration 26Q: 3 clusters Score -2998137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2998140.000000 Penalty: 4962.706543
	Iteration 27Q: 3 clusters Score -2998140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2998139.000000 Penalty: 4962.706543
	Iteration 28Q: 3 clusters Score -2998139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2998141.000000 Penalty: 4962.706543
	Iteration 29Q: 3 clusters Score -2998141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2998145.000000 Penalty: 4962.706543
	Iteration 30Q: 3 clusters Score -2998145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2998146.750000 Penalty: 4962.706543
	Iteration 31Q: 3 clusters Score -2998147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2998146.750000 Penalty: 4962.706543
	Iteration 32F: 3 clusters Score -2998147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Entering Unmasked Estep 
Score: -2999862.750000 Penalty: 2480.489502
	Iteration 0F: 2 clusters Score -2999863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2984328.750000 Penalty: 4960.979004
	Iteration 0F: 3 clusters Score -2984329 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2989647.000000 Penalty: 4960.979004
	Iteration 1F: 3 clusters Score -2989647 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2990068.500000 Penalty: 4960.979004
	Iteration 2Q: 3 clusters Score -2990068 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2990480.750000 Penalty: 4960.979004
	Iteration 3Q: 3 clusters Score -2990481 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2990920.000000 Penalty: 4960.979004
	Iteration 4Q: 3 clusters Score -2990920 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2991422.250000 Penalty: 4960.979004
	Iteration 5Q: 3 clusters Score -2991422 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2991969.000000 Penalty: 4960.979004
	Iteration 6Q: 3 clusters Score -2991969 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2992502.000000 Penalty: 4960.979004
	Iteration 7Q: 3 clusters Score -2992502 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2993040.000000 Penalty: 4960.979004
	Iteration 8Q: 3 clusters Score -2993040 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2993626.250000 Penalty: 4960.979004
	Iteration 9Q: 3 clusters Score -2993626 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2994176.750000 Penalty: 4960.979004
	Iteration 10Q: 3 clusters Score -2994177 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2994680.250000 Penalty: 4960.979004
	Iteration 11Q: 3 clusters Score -2994680 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2995054.750000 Penalty: 4960.979004
	Iteration 12Q: 3 clusters Score -2995055 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2995343.500000 Penalty: 4960.979004
	Iteration 13Q: 3 clusters Score -2995344 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2995548.500000 Penalty: 4960.979004
	Iteration 14Q: 3 clusters Score -2995548 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2995693.250000 Penalty: 4960.979004
	Iteration 15Q: 3 clusters Score -2995693 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2995786.000000 Penalty: 4960.979004
	Iteration 16Q: 3 clusters Score -2995786 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2995859.250000 Penalty: 4960.979004
	Iteration 17Q: 3 clusters Score -2995859 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2995908.000000 Penalty: 4960.979004
	Iteration 18Q: 3 clusters Score -2995908 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2995947.750000 Penalty: 4960.979004
	Iteration 19Q: 3 clusters Score -2995948 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2995972.000000 Penalty: 4960.979004
	Iteration 20F: 3 clusters Score -2995972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2996000.250000 Penalty: 4960.979004
	Iteration 21Q: 3 clusters Score -2996000 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2996021.000000 Penalty: 4960.979004
	Iteration 22Q: 3 clusters Score -2996021 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2996046.000000 Penalty: 4960.979004
	Iteration 23Q: 3 clusters Score -2996046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2996068.250000 Penalty: 4960.979004
	Iteration 24Q: 3 clusters Score -2996068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2996089.500000 Penalty: 4960.979004
	Iteration 25Q: 3 clusters Score -2996090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2996116.750000 Penalty: 4960.979004
	Iteration 26Q: 3 clusters Score -2996117 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2996138.500000 Penalty: 4960.979004
	Iteration 27Q: 3 clusters Score -2996138 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2996162.500000 Penalty: 4960.979004
	Iteration 28Q: 3 clusters Score -2996162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2996176.750000 Penalty: 4960.979004
	Iteration 29Q: 3 clusters Score -2996177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2996216.250000 Penalty: 4960.979004
	Iteration 30Q: 3 clusters Score -2996216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2996238.750000 Penalty: 4960.979004
	Iteration 31Q: 3 clusters Score -2996239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2996254.000000 Penalty: 4960.979004
	Iteration 32Q: 3 clusters Score -2996254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2996294.000000 Penalty: 4960.979004
	Iteration 33Q: 3 clusters Score -2996294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2996313.750000 Penalty: 4960.979004
	Iteration 34Q: 3 clusters Score -2996314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2996344.000000 Penalty: 4960.979004
	Iteration 35Q: 3 clusters Score -2996344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2996371.250000 Penalty: 4960.979004
	Iteration 36Q: 3 clusters Score -2996371 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2996405.000000 Penalty: 4960.979004
	Iteration 37Q: 3 clusters Score -2996405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2996422.000000 Penalty: 4960.979004
	Iteration 38Q: 3 clusters Score -2996422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2996447.750000 Penalty: 4960.979004
	Iteration 39Q: 3 clusters Score -2996448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2996471.750000 Penalty: 4960.979004
	Iteration 40F: 3 clusters Score -2996472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2996483.250000 Penalty: 4960.979004
	Iteration 41Q: 3 clusters Score -2996483 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2996515.250000 Penalty: 4960.979004
	Iteration 42Q: 3 clusters Score -2996515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2996547.000000 Penalty: 4960.979004
	Iteration 43Q: 3 clusters Score -2996547 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2996576.750000 Penalty: 4960.979004
	Iteration 44Q: 3 clusters Score -2996577 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2996616.500000 Penalty: 4960.979004
	Iteration 45Q: 3 clusters Score -2996616 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2996650.750000 Penalty: 4960.979004
	Iteration 46Q: 3 clusters Score -2996651 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2996684.750000 Penalty: 4960.979004
	Iteration 47Q: 3 clusters Score -2996685 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2996723.000000 Penalty: 4960.979004
	Iteration 48Q: 3 clusters Score -2996723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2996752.750000 Penalty: 4960.979004
	Iteration 49Q: 3 clusters Score -2996753 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2996796.750000 Penalty: 4960.979004
	Iteration 50Q: 3 clusters Score -2996797 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2996832.500000 Penalty: 4960.979004
	Iteration 51Q: 3 clusters Score -2996832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2996883.500000 Penalty: 4960.979004
	Iteration 52Q: 3 clusters Score -2996884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2996923.500000 Penalty: 4960.979004
	Iteration 53Q: 3 clusters Score -2996924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2996969.000000 Penalty: 4960.979004
	Iteration 54Q: 3 clusters Score -2996969 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2997020.000000 Penalty: 4960.979004
	Iteration 55Q: 3 clusters Score -2997020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2997063.500000 Penalty: 4960.979004
	Iteration 56Q: 3 clusters Score -2997064 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2997118.750000 Penalty: 4960.979004
	Iteration 57Q: 3 clusters Score -2997119 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2997181.750000 Penalty: 4960.979004
	Iteration 58Q: 3 clusters Score -2997182 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2997213.750000 Penalty: 4960.979004
	Iteration 59Q: 3 clusters Score -2997214 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2997261.500000 Penalty: 4960.979004
	Iteration 60F: 3 clusters Score -2997262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2997292.750000 Penalty: 4960.979004
	Iteration 61Q: 3 clusters Score -2997293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2997331.000000 Penalty: 4960.979004
	Iteration 62Q: 3 clusters Score -2997331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2997367.000000 Penalty: 4960.979004
	Iteration 63Q: 3 clusters Score -2997367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2997396.500000 Penalty: 4960.979004
	Iteration 64Q: 3 clusters Score -2997396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2997426.500000 Penalty: 4960.979004
	Iteration 65Q: 3 clusters Score -2997426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2997461.750000 Penalty: 4960.979004
	Iteration 66Q: 3 clusters Score -2997462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2997492.250000 Penalty: 4960.979004
	Iteration 67Q: 3 clusters Score -2997492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2997527.250000 Penalty: 4960.979004
	Iteration 68Q: 3 clusters Score -2997527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2997551.750000 Penalty: 4960.979004
	Iteration 69Q: 3 clusters Score -2997552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2997583.750000 Penalty: 4960.979004
	Iteration 70Q: 3 clusters Score -2997584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2997607.750000 Penalty: 4960.979004
	Iteration 71Q: 3 clusters Score -2997608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2997621.500000 Penalty: 4960.979004
	Iteration 72Q: 3 clusters Score -2997622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2997638.000000 Penalty: 4960.979004
	Iteration 73Q: 3 clusters Score -2997638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2997654.500000 Penalty: 4960.979004
	Iteration 74Q: 3 clusters Score -2997654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2997669.000000 Penalty: 4960.979004
	Iteration 75Q: 3 clusters Score -2997669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2997681.750000 Penalty: 4960.979004
	Iteration 76Q: 3 clusters Score -2997682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2997709.750000 Penalty: 4960.979004
	Iteration 77Q: 3 clusters Score -2997710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2997716.500000 Penalty: 4960.979004
	Iteration 78Q: 3 clusters Score -2997716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2997724.250000 Penalty: 4960.979004
	Iteration 79Q: 3 clusters Score -2997724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2997733.250000 Penalty: 4960.979004
	Iteration 80F: 3 clusters Score -2997733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2997746.750000 Penalty: 4960.979004
	Iteration 81Q: 3 clusters Score -2997747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2997754.000000 Penalty: 4960.979004
	Iteration 82Q: 3 clusters Score -2997754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2997747.750000 Penalty: 4960.979004
	Iteration 83Q: 3 clusters Score -2997748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2997757.750000 Penalty: 4960.979004
	Iteration 84Q: 3 clusters Score -2997758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2997766.250000 Penalty: 4960.979004
	Iteration 85Q: 3 clusters Score -2997766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2997766.750000 Penalty: 4960.979004
	Iteration 86Q: 3 clusters Score -2997767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2997769.750000 Penalty: 4960.979004
	Iteration 87Q: 3 clusters Score -2997770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2997770.000000 Penalty: 4960.979004
	Iteration 88Q: 3 clusters Score -2997770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2997773.250000 Penalty: 4960.979004
	Iteration 89Q: 3 clusters Score -2997773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2997772.250000 Penalty: 4960.979004
	Iteration 90Q: 3 clusters Score -2997772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2997777.250000 Penalty: 4960.979004
	Iteration 91Q: 3 clusters Score -2997777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2997785.000000 Penalty: 4960.979004
	Iteration 92Q: 3 clusters Score -2997785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2997788.750000 Penalty: 4960.979004
	Iteration 93Q: 3 clusters Score -2997789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2997789.750000 Penalty: 4960.979004
	Iteration 94Q: 3 clusters Score -2997790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2997794.000000 Penalty: 4960.979004
	Iteration 95Q: 3 clusters Score -2997794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2997796.750000 Penalty: 4960.979004
	Iteration 96Q: 3 clusters Score -2997797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2997799.000000 Penalty: 4960.979004
	Iteration 97Q: 3 clusters Score -2997799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2997805.750000 Penalty: 4960.979004
	Iteration 98Q: 3 clusters Score -2997806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2997808.250000 Penalty: 4960.979004
	Iteration 99Q: 3 clusters Score -2997808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2997809.500000 Penalty: 4960.979004
	Iteration 100F: 3 clusters Score -2997810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2997811.000000 Penalty: 4960.979004
	Iteration 101Q: 3 clusters Score -2997811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2997811.250000 Penalty: 4960.979004
	Iteration 102Q: 3 clusters Score -2997811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2997814.250000 Penalty: 4960.979004
	Iteration 103Q: 3 clusters Score -2997814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2997815.000000 Penalty: 4960.979004
	Iteration 104Q: 3 clusters Score -2997815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2997817.000000 Penalty: 4960.979004
	Iteration 105Q: 3 clusters Score -2997817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2997815.000000 Penalty: 4960.979004
	Iteration 106Q: 3 clusters Score -2997815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2997816.500000 Penalty: 4960.979004
	Iteration 107Q: 3 clusters Score -2997816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2997819.250000 Penalty: 4960.979004
	Iteration 108Q: 3 clusters Score -2997819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2997818.000000 Penalty: 4960.979004
	Iteration 109Q: 3 clusters Score -2997818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2997820.500000 Penalty: 4960.979004
	Iteration 110Q: 3 clusters Score -2997820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2997821.000000 Penalty: 4960.979004
	Iteration 111Q: 3 clusters Score -2997821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2997821.250000 Penalty: 4960.979004
	Iteration 112Q: 3 clusters Score -2997821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2997818.500000 Penalty: 4960.979004
	Iteration 113Q: 3 clusters Score -2997818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2997818.500000 Penalty: 4960.979004
	Iteration 114F: 3 clusters Score -2997818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -518192.968750 Penalty: 2048.538086
	Iteration 0F: 2 clusters Score -518193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -514372.968750 Penalty: 4097.076172
	Iteration 0F: 3 clusters Score -514373 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -515179.343750 Penalty: 4097.076172
	Iteration 1F: 3 clusters Score -515179.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -515350.781250 Penalty: 4097.076172
	Iteration 2F: 3 clusters Score -515350.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -515465.343750 Penalty: 4097.076172
	Iteration 3F: 3 clusters Score -515465.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -515547.281250 Penalty: 4097.076172
	Iteration 4Q: 3 clusters Score -515547.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -515596.968750 Penalty: 4097.076172
	Iteration 5Q: 3 clusters Score -515597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -515628.500000 Penalty: 4097.076172
	Iteration 6Q: 3 clusters Score -515628.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -515648.625000 Penalty: 4097.076172
	Iteration 7Q: 3 clusters Score -515648.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -515667.875000 Penalty: 4097.076172
	Iteration 8Q: 3 clusters Score -515667.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -515687.000000 Penalty: 4097.076172
	Iteration 9Q: 3 clusters Score -515687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -515704.125000 Penalty: 4097.076172
	Iteration 10Q: 3 clusters Score -515704.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -515718.937500 Penalty: 4097.076172
	Iteration 11Q: 3 clusters Score -515718.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -515737.437500 Penalty: 4097.076172
	Iteration 12Q: 3 clusters Score -515737.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -515753.500000 Penalty: 4097.076172
	Iteration 13Q: 3 clusters Score -515753.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -515768.093750 Penalty: 4097.076172
	Iteration 14Q: 3 clusters Score -515768.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -515782.156250 Penalty: 4097.076172
	Iteration 15Q: 3 clusters Score -515782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -515790.812500 Penalty: 4097.076172
	Iteration 16Q: 3 clusters Score -515790.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -515799.437500 Penalty: 4097.076172
	Iteration 17Q: 3 clusters Score -515799.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -515808.437500 Penalty: 4097.076172
	Iteration 18Q: 3 clusters Score -515808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -515816.718750 Penalty: 4097.076172
	Iteration 19Q: 3 clusters Score -515816.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -515821.343750 Penalty: 4097.076172
	Iteration 20F: 3 clusters Score -515821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -515826.156250 Penalty: 4097.076172
	Iteration 21Q: 3 clusters Score -515826.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -515831.687500 Penalty: 4097.076172
	Iteration 22Q: 3 clusters Score -515831.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -515838.437500 Penalty: 4097.076172
	Iteration 23Q: 3 clusters Score -515838.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -515846.281250 Penalty: 4097.076172
	Iteration 24Q: 3 clusters Score -515846.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -515855.656250 Penalty: 4097.076172
	Iteration 25Q: 3 clusters Score -515855.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -515860.156250 Penalty: 4097.076172
	Iteration 26Q: 3 clusters Score -515860.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -515864.156250 Penalty: 4097.076172
	Iteration 27Q: 3 clusters Score -515864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -515870.093750 Penalty: 4097.076172
	Iteration 28Q: 3 clusters Score -515870.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -515875.125000 Penalty: 4097.076172
	Iteration 29Q: 3 clusters Score -515875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -515878.656250 Penalty: 4097.076172
	Iteration 30Q: 3 clusters Score -515878.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -515882.031250 Penalty: 4097.076172
	Iteration 31Q: 3 clusters Score -515882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -515884.625000 Penalty: 4097.076172
	Iteration 32Q: 3 clusters Score -515884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -515888.031250 Penalty: 4097.076172
	Iteration 33Q: 3 clusters Score -515888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -515890.625000 Penalty: 4097.076172
	Iteration 34Q: 3 clusters Score -515890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -515892.531250 Penalty: 4097.076172
	Iteration 35Q: 3 clusters Score -515892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -515897.531250 Penalty: 4097.076172
	Iteration 36Q: 3 clusters Score -515897.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -515902.218750 Penalty: 4097.076172
	Iteration 37Q: 3 clusters Score -515902.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -515910.312500 Penalty: 4097.076172
	Iteration 38Q: 3 clusters Score -515910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -515916.218750 Penalty: 4097.076172
	Iteration 39Q: 3 clusters Score -515916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -515925.218750 Penalty: 4097.076172
	Iteration 40F: 3 clusters Score -515925.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -515938.281250 Penalty: 4097.076172
	Iteration 41Q: 3 clusters Score -515938.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -515948.218750 Penalty: 4097.076172
	Iteration 42Q: 3 clusters Score -515948.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -515955.187500 Penalty: 4097.076172
	Iteration 43Q: 3 clusters Score -515955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -515963.343750 Penalty: 4097.076172
	Iteration 44Q: 3 clusters Score -515963.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -515976.187500 Penalty: 4097.076172
	Iteration 45Q: 3 clusters Score -515976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -515988.312500 Penalty: 4097.076172
	Iteration 46Q: 3 clusters Score -515988.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -515999.312500 Penalty: 4097.076172
	Iteration 47Q: 3 clusters Score -515999.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -516006.437500 Penalty: 4097.076172
	Iteration 48Q: 3 clusters Score -516006.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -516021.656250 Penalty: 4097.076172
	Iteration 49Q: 3 clusters Score -516021.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -516036.281250 Penalty: 4097.076172
	Iteration 50Q: 3 clusters Score -516036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -516051.281250 Penalty: 4097.076172
	Iteration 51Q: 3 clusters Score -516051.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -516072.312500 Penalty: 4097.076172
	Iteration 52Q: 3 clusters Score -516072.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -516089.906250 Penalty: 4097.076172
	Iteration 53Q: 3 clusters Score -516089.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -516105.500000 Penalty: 4097.076172
	Iteration 54Q: 3 clusters Score -516105.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -516117.906250 Penalty: 4097.076172
	Iteration 55Q: 3 clusters Score -516117.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -516133.093750 Penalty: 4097.076172
	Iteration 56Q: 3 clusters Score -516133.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -516143.156250 Penalty: 4097.076172
	Iteration 57Q: 3 clusters Score -516143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -516148.812500 Penalty: 4097.076172
	Iteration 58Q: 3 clusters Score -516148.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -516157.125000 Penalty: 4097.076172
	Iteration 59Q: 3 clusters Score -516157.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -516165.375000 Penalty: 4097.076172
	Iteration 60F: 3 clusters Score -516165.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -516174.250000 Penalty: 4097.076172
	Iteration 61Q: 3 clusters Score -516174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -516184.656250 Penalty: 4097.076172
	Iteration 62Q: 3 clusters Score -516184.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -516194.250000 Penalty: 4097.076172
	Iteration 63Q: 3 clusters Score -516194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -516206.375000 Penalty: 4097.076172
	Iteration 64Q: 3 clusters Score -516206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -516213.562500 Penalty: 4097.076172
	Iteration 65Q: 3 clusters Score -516213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -516219.343750 Penalty: 4097.076172
	Iteration 66Q: 3 clusters Score -516219.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -516224.187500 Penalty: 4097.076172
	Iteration 67Q: 3 clusters Score -516224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -516225.875000 Penalty: 4097.076172
	Iteration 68Q: 3 clusters Score -516225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -516228.312500 Penalty: 4097.076172
	Iteration 69Q: 3 clusters Score -516228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -516230.187500 Penalty: 4097.076172
	Iteration 70Q: 3 clusters Score -516230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -516232.031250 Penalty: 4097.076172
	Iteration 71Q: 3 clusters Score -516232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -516233.656250 Penalty: 4097.076172
	Iteration 72Q: 3 clusters Score -516233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -516233.937500 Penalty: 4097.076172
	Iteration 73Q: 3 clusters Score -516233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -516235.468750 Penalty: 4097.076172
	Iteration 74Q: 3 clusters Score -516235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -516236.562500 Penalty: 4097.076172
	Iteration 75Q: 3 clusters Score -516236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -516236.156250 Penalty: 4097.076172
	Iteration 76Q: 3 clusters Score -516236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -516237.906250 Penalty: 4097.076172
	Iteration 77Q: 3 clusters Score -516237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -516238.093750 Penalty: 4097.076172
	Iteration 78Q: 3 clusters Score -516238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -516238.875000 Penalty: 4097.076172
	Iteration 79Q: 3 clusters Score -516238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -516238.875000 Penalty: 4097.076172
	Iteration 80F: 3 clusters Score -516238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -70914.960938 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -70914.96 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 326 members 
Entering Unmasked Estep 
Score: -69346.203125 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -69346.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69810.468750 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -69810.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70102.648438 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -70102.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70253.062500 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -70253.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70364.765625 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -70364.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70419.781250 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -70419.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70471.789062 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -70471.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70509.656250 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -70509.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70514.132812 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -70514.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70521.132812 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -70521.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70524.023438 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -70524.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70524.023438 Penalty: 3180.261963
	Iteration 11F: 3 clusters Score -70524.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -220308.406250 Penalty: 1890.299316
	Iteration 0F: 2 clusters Score -220308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217830.390625 Penalty: 3780.598633
	Iteration 0F: 3 clusters Score -217830.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219641.046875 Penalty: 3780.598633
	Iteration 1F: 3 clusters Score -219641 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -220798.984375 Penalty: 3780.598633
	Iteration 2F: 3 clusters Score -220799 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -221555.906250 Penalty: 3780.598633
	Iteration 3F: 3 clusters Score -221555.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221972.437500 Penalty: 3780.598633
	Iteration 4F: 3 clusters Score -221972.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -222282.468750 Penalty: 3780.598633
	Iteration 5Q: 3 clusters Score -222282.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -222880.906250 Penalty: 3780.598633
	Iteration 6F: 3 clusters Score -222880.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -223648.359375 Penalty: 3780.598633
	Iteration 7F: 3 clusters Score -223648.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223933.984375 Penalty: 3780.598633
	Iteration 8Q: 3 clusters Score -223934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224001.203125 Penalty: 3780.598633
	Iteration 9Q: 3 clusters Score -224001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224008.500000 Penalty: 3780.598633
	Iteration 10Q: 3 clusters Score -224008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224010.609375 Penalty: 3780.598633
	Iteration 11Q: 3 clusters Score -224010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224010.609375 Penalty: 3780.598633
	Iteration 12F: 3 clusters Score -224010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 156836 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 25710 members 
Mstep: Class 11 contains 22147 members 
Mstep: Class 12 contains 22070 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1026 members 
Mstep: Class 16 contains 33712 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 20 contains 48170 members 
Entering Unmasked Estep 
Score: -62752168.000000 Penalty: 61602.574219
Splitting cluster 15 changes total score from -62749572.000000 to -62752168.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (33712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Entering Unmasked Estep 
Score: -4599208.500000 Penalty: 2585.551270
	Iteration 0F: 2 clusters Score -4599208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4576167.500000 Penalty: 5171.102539
	Iteration 0F: 3 clusters Score -4576168 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4584558.500000 Penalty: 5171.102539
	Iteration 1F: 3 clusters Score -4584558 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4585089.000000 Penalty: 5171.102539
	Iteration 2Q: 3 clusters Score -4585089 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4585558.500000 Penalty: 5171.102539
	Iteration 3Q: 3 clusters Score -4585558 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4586039.500000 Penalty: 5171.102539
	Iteration 4Q: 3 clusters Score -4586040 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4586573.500000 Penalty: 5171.102539
	Iteration 5Q: 3 clusters Score -4586574 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4587342.000000 Penalty: 5171.102539
	Iteration 6Q: 3 clusters Score -4587342 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4588365.000000 Penalty: 5171.102539
	Iteration 7F: 3 clusters Score -4588365 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -4589876.000000 Penalty: 5171.102539
	Iteration 8F: 3 clusters Score -4589876 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4591683.500000 Penalty: 5171.102539
	Iteration 9F: 3 clusters Score -4591684 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4593468.500000 Penalty: 5171.102539
	Iteration 10F: 3 clusters Score -4593468 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4594934.000000 Penalty: 5171.102539
	Iteration 11Q: 3 clusters Score -4594934 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4595876.000000 Penalty: 5171.102539
	Iteration 12Q: 3 clusters Score -4595876 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4596413.000000 Penalty: 5171.102539
	Iteration 13Q: 3 clusters Score -4596413 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4596705.500000 Penalty: 5171.102539
	Iteration 14Q: 3 clusters Score -4596706 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4596866.000000 Penalty: 5171.102539
	Iteration 15Q: 3 clusters Score -4596866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4596969.000000 Penalty: 5171.102539
	Iteration 16Q: 3 clusters Score -4596969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4597014.500000 Penalty: 5171.102539
	Iteration 17Q: 3 clusters Score -4597014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4597042.000000 Penalty: 5171.102539
	Iteration 18Q: 3 clusters Score -4597042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -4597057.500000 Penalty: 5171.102539
	Iteration 19Q: 3 clusters Score -4597058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4597074.500000 Penalty: 5171.102539
	Iteration 20F: 3 clusters Score -4597074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4597088.000000 Penalty: 5171.102539
	Iteration 21Q: 3 clusters Score -4597088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4597116.000000 Penalty: 5171.102539
	Iteration 22Q: 3 clusters Score -4597116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4597114.500000 Penalty: 5171.102539
	Iteration 23Q: 3 clusters Score -4597114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4597122.000000 Penalty: 5171.102539
	Iteration 24Q: 3 clusters Score -4597122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4597125.500000 Penalty: 5171.102539
	Iteration 25Q: 3 clusters Score -4597126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4597128.000000 Penalty: 5171.102539
	Iteration 26Q: 3 clusters Score -4597128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4597131.000000 Penalty: 5171.102539
	Iteration 27Q: 3 clusters Score -4597131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4597133.500000 Penalty: 5171.102539
	Iteration 28Q: 3 clusters Score -4597134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4597133.000000 Penalty: 5171.102539
	Iteration 29Q: 3 clusters Score -4597133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4597135.500000 Penalty: 5171.102539
	Iteration 30Q: 3 clusters Score -4597136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4597136.000000 Penalty: 5171.102539
	Iteration 31Q: 3 clusters Score -4597136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4597137.000000 Penalty: 5171.102539
	Iteration 32Q: 3 clusters Score -4597137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4597137.000000 Penalty: 5171.102539
	Iteration 33F: 3 clusters Score -4597137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -59967.464844 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -59967.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58431.242188 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -58431.24 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59171.640625 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -59171.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59694.792969 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -59694.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60017.542969 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -60017.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60484.046875 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -60484.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60862.734375 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -60862.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61087.320312 Penalty: 3220.151123
	Iteration 6F: 3 clusters Score -61087.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61202.437500 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -61202.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61247.859375 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -61247.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61268.976562 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -61268.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61269.195312 Penalty: 3220.151123
	Iteration 10F: 3 clusters Score -61269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61296.945312 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -61296.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61373.578125 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -61373.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61432.492188 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -61432.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61473.902344 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -61473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61483.359375 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -61483.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61483.359375 Penalty: 3220.151123
	Iteration 16F: 3 clusters Score -61483.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 156836 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 25710 members 
Mstep: Class 11 contains 22147 members 
Mstep: Class 12 contains 22070 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1026 members 
Mstep: Class 16 contains 33712 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 194 members 
Mstep: Class 20 contains 48170 members 
Entering Unmasked Estep 
Score: -62752060.000000 Penalty: 64844.812500
Splitting cluster 17 changes total score from -62749572.000000 to -62752060.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -342201.375000 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -342201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -339170.000000 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -339170 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -339749.437500 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -339749.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -339879.625000 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -339879.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -339966.781250 Penalty: 3915.211670
	Iteration 3Q: 3 clusters Score -339966.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -340029.062500 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -340029.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340067.312500 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -340067.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -340093.875000 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -340093.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -340118.187500 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -340118.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -340131.718750 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -340131.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -340144.031250 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -340144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -340171.593750 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -340171.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -340194.375000 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -340194.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -340206.093750 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -340206.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -340214.812500 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -340214.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -340228.875000 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -340228.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -340246.218750 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -340246.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -340264.156250 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -340264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -340278.718750 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -340278.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -340286.687500 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -340286.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -340298.093750 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -340298.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340311.062500 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -340311.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -340323.062500 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -340323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -340333.375000 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -340333.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -340342.156250 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -340342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -340348.968750 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -340349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -340354.843750 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -340354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340359.843750 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -340359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -340368.968750 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -340369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -340375.968750 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -340376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -340382.843750 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -340382.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -340390.812500 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -340390.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -340399.812500 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -340399.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -340414.781250 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -340414.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340430.593750 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -340430.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -340439.375000 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -340439.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -340447.968750 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -340448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -340454.906250 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -340454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -340462.718750 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -340462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -340471.562500 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -340471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -340478.687500 Penalty: 3915.211670
	Iteration 39Q: 3 clusters Score -340478.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -340486.406250 Penalty: 3915.211670
	Iteration 40F: 3 clusters Score -340486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -340492.093750 Penalty: 3915.211670
	Iteration 41Q: 3 clusters Score -340492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -340494.500000 Penalty: 3915.211670
	Iteration 42Q: 3 clusters Score -340494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -340501.375000 Penalty: 3915.211670
	Iteration 43Q: 3 clusters Score -340501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -340510.000000 Penalty: 3915.211670
	Iteration 44Q: 3 clusters Score -340510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -340519.406250 Penalty: 3915.211670
	Iteration 45Q: 3 clusters Score -340519.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -340527.718750 Penalty: 3915.211670
	Iteration 46Q: 3 clusters Score -340527.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -340535.312500 Penalty: 3915.211670
	Iteration 47Q: 3 clusters Score -340535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -340542.031250 Penalty: 3915.211670
	Iteration 48Q: 3 clusters Score -340542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -340550.656250 Penalty: 3915.211670
	Iteration 49Q: 3 clusters Score -340550.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -340556.937500 Penalty: 3915.211670
	Iteration 50Q: 3 clusters Score -340556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -340561.812500 Penalty: 3915.211670
	Iteration 51Q: 3 clusters Score -340561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -340565.500000 Penalty: 3915.211670
	Iteration 52Q: 3 clusters Score -340565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -340567.250000 Penalty: 3915.211670
	Iteration 53Q: 3 clusters Score -340567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -340567.812500 Penalty: 3915.211670
	Iteration 54Q: 3 clusters Score -340567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -340568.125000 Penalty: 3915.211670
	Iteration 55Q: 3 clusters Score -340568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -340568.968750 Penalty: 3915.211670
	Iteration 56Q: 3 clusters Score -340569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -340568.968750 Penalty: 3915.211670
	Iteration 57F: 3 clusters Score -340569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Entering Unmasked Estep 
Score: -6308850.500000 Penalty: 2674.057861
	Iteration 0F: 2 clusters Score -6308850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -6276245.500000 Penalty: 5348.115723
	Iteration 0F: 3 clusters Score -6276246 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -6288363.500000 Penalty: 5348.115723
	Iteration 1F: 3 clusters Score -6288364 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6288922.000000 Penalty: 5348.115723
	Iteration 2Q: 3 clusters Score -6288922 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6289580.500000 Penalty: 5348.115723
	Iteration 3Q: 3 clusters Score -6289580 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -6290412.000000 Penalty: 5348.115723
	Iteration 4Q: 3 clusters Score -6290412 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -6291399.500000 Penalty: 5348.115723
	Iteration 5Q: 3 clusters Score -6291400 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -6292655.500000 Penalty: 5348.115723
	Iteration 6F: 3 clusters Score -6292656 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6294358.500000 Penalty: 5348.115723
	Iteration 7F: 3 clusters Score -6294358 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -6296509.500000 Penalty: 5348.115723
	Iteration 8F: 3 clusters Score -6296510 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -6298772.500000 Penalty: 5348.115723
	Iteration 9F: 3 clusters Score -6298772 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -6300850.500000 Penalty: 5348.115723
	Iteration 10F: 3 clusters Score -6300850 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6302575.500000 Penalty: 5348.115723
	Iteration 11Q: 3 clusters Score -6302576 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -6303818.500000 Penalty: 5348.115723
	Iteration 12Q: 3 clusters Score -6303818 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -6304653.000000 Penalty: 5348.115723
	Iteration 13Q: 3 clusters Score -6304653 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6305207.000000 Penalty: 5348.115723
	Iteration 14Q: 3 clusters Score -6305207 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -6305588.500000 Penalty: 5348.115723
	Iteration 15Q: 3 clusters Score -6305588 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6305858.500000 Penalty: 5348.115723
	Iteration 16Q: 3 clusters Score -6305858 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -6306045.500000 Penalty: 5348.115723
	Iteration 17Q: 3 clusters Score -6306046 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -6306219.000000 Penalty: 5348.115723
	Iteration 18Q: 3 clusters Score -6306219 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6306343.000000 Penalty: 5348.115723
	Iteration 19Q: 3 clusters Score -6306343 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6306425.500000 Penalty: 5348.115723
	Iteration 20F: 3 clusters Score -6306426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -6306487.500000 Penalty: 5348.115723
	Iteration 21Q: 3 clusters Score -6306488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -6306529.000000 Penalty: 5348.115723
	Iteration 22Q: 3 clusters Score -6306529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6306563.000000 Penalty: 5348.115723
	Iteration 23Q: 3 clusters Score -6306563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -6306569.000000 Penalty: 5348.115723
	Iteration 24Q: 3 clusters Score -6306569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -6306584.500000 Penalty: 5348.115723
	Iteration 25Q: 3 clusters Score -6306584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -6306592.500000 Penalty: 5348.115723
	Iteration 26Q: 3 clusters Score -6306592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6306623.500000 Penalty: 5348.115723
	Iteration 27Q: 3 clusters Score -6306624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6306628.500000 Penalty: 5348.115723
	Iteration 28Q: 3 clusters Score -6306628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -6306643.500000 Penalty: 5348.115723
	Iteration 29Q: 3 clusters Score -6306644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6306638.500000 Penalty: 5348.115723
	Iteration 30Q: 3 clusters Score -6306638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6306648.500000 Penalty: 5348.115723
	Iteration 31Q: 3 clusters Score -6306648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6306661.000000 Penalty: 5348.115723
	Iteration 32Q: 3 clusters Score -6306661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6306657.000000 Penalty: 5348.115723
	Iteration 33Q: 3 clusters Score -6306657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6306667.000000 Penalty: 5348.115723
	Iteration 34Q: 3 clusters Score -6306667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6306659.500000 Penalty: 5348.115723
	Iteration 35Q: 3 clusters Score -6306660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6306667.500000 Penalty: 5348.115723
	Iteration 36Q: 3 clusters Score -6306668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6306677.500000 Penalty: 5348.115723
	Iteration 37Q: 3 clusters Score -6306678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6306674.500000 Penalty: 5348.115723
	Iteration 38Q: 3 clusters Score -6306674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -6306674.500000 Penalty: 5348.115723
	Iteration 39Q: 3 clusters Score -6306674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -6306676.000000 Penalty: 5348.115723
	Iteration 40F: 3 clusters Score -6306676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6306683.000000 Penalty: 5348.115723
	Iteration 41Q: 3 clusters Score -6306683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -6306685.500000 Penalty: 5348.115723
	Iteration 42Q: 3 clusters Score -6306686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6306694.500000 Penalty: 5348.115723
	Iteration 43Q: 3 clusters Score -6306694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -6306707.500000 Penalty: 5348.115723
	Iteration 44Q: 3 clusters Score -6306708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6306709.000000 Penalty: 5348.115723
	Iteration 45Q: 3 clusters Score -6306709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -6306705.500000 Penalty: 5348.115723
	Iteration 46Q: 3 clusters Score -6306706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6306698.000000 Penalty: 5348.115723
	Iteration 47Q: 3 clusters Score -6306698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6306697.500000 Penalty: 5348.115723
	Iteration 48Q: 3 clusters Score -6306698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6306703.000000 Penalty: 5348.115723
	Iteration 49Q: 3 clusters Score -6306703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6306702.000000 Penalty: 5348.115723
	Iteration 50Q: 3 clusters Score -6306702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6306702.000000 Penalty: 5348.115723
	Iteration 51F: 3 clusters Score -6306702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 156836 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 25710 members 
Mstep: Class 11 contains 22147 members 
Mstep: Class 12 contains 22070 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1026 members 
Mstep: Class 16 contains 33712 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 20 contains 48170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752168.000000 Penalty: 64844.812500
Iteration 79Q: 21 clusters Score -6.275217e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 157323 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 25714 members 
Mstep: Class 11 contains 22171 members 
Mstep: Class 12 contains 22232 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 33773 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2681 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 48129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3147.844727 but Gain 3242.238281
Score: -62754232.000000 Penalty: 61602.574219
Iteration 80F: 20 clusters Score -6.275423e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 139820 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 3105 members 
Mstep: Class 7 contains 157807 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 25930 members 
Mstep: Class 11 contains 22191 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2681 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 48057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758052.000000 Penalty: 61602.574219
Iteration 81Q: 20 clusters Score -6.275805e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 140052 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 157406 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 25887 members 
Mstep: Class 11 contains 22207 members 
Mstep: Class 12 contains 22669 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 33889 members 
Mstep: Class 17 contains 469 members 
Mstep: Class 18 contains 2681 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 48045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758004.000000 Penalty: 61602.574219
Iteration 82Q: 20 clusters Score -6.2758e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 140315 members 
Mstep: Class 2 contains 3034 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 6555 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 156984 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 25845 members 
Mstep: Class 11 contains 22213 members 
Mstep: Class 12 contains 22815 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 48021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757864.000000 Penalty: 61602.574219
Iteration 83Q: 20 clusters Score -6.275786e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 156559 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 25810 members 
Mstep: Class 11 contains 22237 members 
Mstep: Class 12 contains 22973 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 33969 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 47991 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -6.275778e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 156166 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 25797 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 23101 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 33994 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 197 members 
Mstep: Class 20 contains 47969 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -6.275769e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 155796 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5510 members 
Mstep: Class 10 contains 25786 members 
Mstep: Class 11 contains 22292 members 
Mstep: Class 12 contains 23245 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 34015 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 47953 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -6.275748e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 3097 members 
Mstep: Class 7 contains 155388 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 25798 members 
Mstep: Class 11 contains 22313 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1037 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 47962 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -6.275712e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 155009 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5513 members 
Mstep: Class 10 contains 25795 members 
Mstep: Class 11 contains 22329 members 
Mstep: Class 12 contains 23568 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1037 members 
Mstep: Class 16 contains 34088 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 47981 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -6.275691e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 154640 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 25806 members 
Mstep: Class 11 contains 22339 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34102 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 47990 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -6.275673e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141251 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 154339 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5523 members 
Mstep: Class 10 contains 25823 members 
Mstep: Class 11 contains 22347 members 
Mstep: Class 12 contains 23870 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34110 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 48010 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -6.275664e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141270 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 154043 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 25819 members 
Mstep: Class 11 contains 22358 members 
Mstep: Class 12 contains 24041 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34129 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 48033 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -6.275678e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141257 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 153802 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 25815 members 
Mstep: Class 11 contains 22365 members 
Mstep: Class 12 contains 24217 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34136 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 48050 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -6.275686e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 153553 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 25813 members 
Mstep: Class 11 contains 22378 members 
Mstep: Class 12 contains 24383 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34142 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 48066 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -6.275702e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 153256 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 25820 members 
Mstep: Class 11 contains 22388 members 
Mstep: Class 12 contains 24528 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34144 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48079 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -6.2757e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141463 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 152925 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 25819 members 
Mstep: Class 11 contains 22407 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34140 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48099 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -6.275697e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 152599 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 25819 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 24789 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 34152 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48121 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -6.275695e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 152286 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 25822 members 
Mstep: Class 11 contains 22441 members 
Mstep: Class 12 contains 24906 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34158 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48140 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -6.275697e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141795 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 151998 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 25841 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 25011 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34162 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48145 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -6.27569e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141900 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7182 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 151719 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 25848 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 25124 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34178 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48142 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -6.275688e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 151464 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 25857 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 25230 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34183 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 48157 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -6.275815e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 151226 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 25863 members 
Mstep: Class 11 contains 22478 members 
Mstep: Class 12 contains 25335 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34193 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 224 members 
Mstep: Class 20 contains 48174 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -6.275907e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142079 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 151004 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 25878 members 
Mstep: Class 11 contains 22476 members 
Mstep: Class 12 contains 25444 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34200 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 48198 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -6.275898e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7291 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 150764 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 25880 members 
Mstep: Class 11 contains 22475 members 
Mstep: Class 12 contains 25556 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34197 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48208 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -6.275887e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 150545 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 25888 members 
Mstep: Class 11 contains 22472 members 
Mstep: Class 12 contains 25655 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34199 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48226 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -6.2759e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142252 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 150306 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 22471 members 
Mstep: Class 12 contains 25735 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34217 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2714 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48249 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -6.275905e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142288 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 150093 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 25944 members 
Mstep: Class 11 contains 22474 members 
Mstep: Class 12 contains 25816 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34232 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48268 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -6.27591e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7391 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 149888 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 25964 members 
Mstep: Class 11 contains 22476 members 
Mstep: Class 12 contains 25901 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34234 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48276 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -6.275896e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7406 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 149745 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 25980 members 
Mstep: Class 11 contains 22474 members 
Mstep: Class 12 contains 25984 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34241 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48268 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -6.275911e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 149604 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 25989 members 
Mstep: Class 11 contains 22477 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34244 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48262 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -6.275907e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 149478 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 25978 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 26167 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34247 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2724 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48280 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -6.275907e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 149339 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5599 members 
Mstep: Class 10 contains 25981 members 
Mstep: Class 11 contains 22478 members 
Mstep: Class 12 contains 26256 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34249 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48292 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -6.275894e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 149221 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 25956 members 
Mstep: Class 11 contains 22482 members 
Mstep: Class 12 contains 26361 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34246 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759136.000000 Penalty: 61602.574219
Iteration 112Q: 20 clusters Score -6.275914e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 149122 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5607 members 
Mstep: Class 10 contains 25942 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34251 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759208.000000 Penalty: 61602.574219
Iteration 113Q: 20 clusters Score -6.275921e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142410 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 149009 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 25936 members 
Mstep: Class 11 contains 22483 members 
Mstep: Class 12 contains 26515 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34253 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759168.000000 Penalty: 61602.574219
Iteration 114Q: 20 clusters Score -6.275917e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 7533 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 148915 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 25934 members 
Mstep: Class 11 contains 22488 members 
Mstep: Class 12 contains 26575 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34254 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759180.000000 Penalty: 61602.574219
Iteration 115Q: 20 clusters Score -6.275918e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142408 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 148819 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 10 contains 25933 members 
Mstep: Class 11 contains 22493 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34264 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759220.000000 Penalty: 61602.574219
Iteration 116Q: 20 clusters Score -6.275922e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 7558 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 148726 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 25931 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26687 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 34268 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2727 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759320.000000 Penalty: 61602.574219
Iteration 117Q: 20 clusters Score -6.275932e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 3105 members 
Mstep: Class 7 contains 148600 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 25936 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 26742 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 1040 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2728 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759316.000000 Penalty: 61602.574219
Iteration 118Q: 20 clusters Score -6.275932e+07 nChanged 340
Entering ConstructFrom: 
Score: -62759316.000000 Penalty: 61602.574219
Entering ConstructFrom: 
Trying to split cluster 1 (142462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Entering Unmasked Estep 
Score: -19058578.000000 Penalty: 2942.974121
	Iteration 0F: 2 clusters Score -1.905858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -18977538.000000 Penalty: 5885.948242
	Iteration 0F: 3 clusters Score -1.897754e+07 nChanged 67926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -19016926.000000 Penalty: 5885.948242
	Iteration 1F: 3 clusters Score -1.901693e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -19017912.000000 Penalty: 5885.948242
	Iteration 2Q: 3 clusters Score -1.901791e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -19019420.000000 Penalty: 5885.948242
	Iteration 3Q: 3 clusters Score -1.901942e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -19021410.000000 Penalty: 5885.948242
	Iteration 4Q: 3 clusters Score -1.902141e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -19024822.000000 Penalty: 5885.948242
	Iteration 5Q: 3 clusters Score -1.902482e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -19030902.000000 Penalty: 5885.948242
	Iteration 6F: 3 clusters Score -1.90309e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -19039602.000000 Penalty: 5885.948242
	Iteration 7F: 3 clusters Score -1.90396e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -19046922.000000 Penalty: 5885.948242
	Iteration 8F: 3 clusters Score -1.904692e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -19051522.000000 Penalty: 5885.948242
	Iteration 9F: 3 clusters Score -1.905152e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -19053672.000000 Penalty: 5885.948242
	Iteration 10Q: 3 clusters Score -1.905367e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -19054972.000000 Penalty: 5885.948242
	Iteration 11Q: 3 clusters Score -1.905497e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -19055706.000000 Penalty: 5885.948242
	Iteration 12Q: 3 clusters Score -1.905571e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 141399 members 
Entering Unmasked Estep 
Score: -19055898.000000 Penalty: 5885.948242
	Iteration 13Q: 3 clusters Score -1.90559e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 141576 members 
Entering Unmasked Estep 
Score: -19055964.000000 Penalty: 5885.948242
	Iteration 14Q: 3 clusters Score -1.905596e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -19056070.000000 Penalty: 5885.948242
	Iteration 15Q: 3 clusters Score -1.905607e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -19056118.000000 Penalty: 5885.948242
	Iteration 16Q: 3 clusters Score -1.905612e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 141730 members 
Entering Unmasked Estep 
Score: -19056160.000000 Penalty: 5885.948242
	Iteration 17Q: 3 clusters Score -1.905616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -19056176.000000 Penalty: 5885.948242
	Iteration 18Q: 3 clusters Score -1.905618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -19056186.000000 Penalty: 5885.948242
	Iteration 19Q: 3 clusters Score -1.905619e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 141772 members 
Entering Unmasked Estep 
Score: -19056196.000000 Penalty: 5885.948242
	Iteration 20F: 3 clusters Score -1.90562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -19056216.000000 Penalty: 5885.948242
	Iteration 21Q: 3 clusters Score -1.905622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -19056224.000000 Penalty: 5885.948242
	Iteration 22Q: 3 clusters Score -1.905622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 141781 members 
Entering Unmasked Estep 
Score: -19056224.000000 Penalty: 5885.948242
	Iteration 23Q: 3 clusters Score -1.905622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -19056238.000000 Penalty: 5885.948242
	Iteration 24Q: 3 clusters Score -1.905624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -19056232.000000 Penalty: 5885.948242
	Iteration 25Q: 3 clusters Score -1.905623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 141784 members 
Entering Unmasked Estep 
Score: -19056224.000000 Penalty: 5885.948242
	Iteration 26Q: 3 clusters Score -1.905622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 141787 members 
Entering Unmasked Estep 
Score: -19056242.000000 Penalty: 5885.948242
	Iteration 27Q: 3 clusters Score -1.905624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -19056234.000000 Penalty: 5885.948242
	Iteration 28Q: 3 clusters Score -1.905623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -19056246.000000 Penalty: 5885.948242
	Iteration 29Q: 3 clusters Score -1.905625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 141787 members 
Entering Unmasked Estep 
Score: -19056240.000000 Penalty: 5885.948242
	Iteration 30Q: 3 clusters Score -1.905624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -19056254.000000 Penalty: 5885.948242
	Iteration 31Q: 3 clusters Score -1.905625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -19056238.000000 Penalty: 5885.948242
	Iteration 32Q: 3 clusters Score -1.905624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -19056252.000000 Penalty: 5885.948242
	Iteration 33Q: 3 clusters Score -1.905625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -19056252.000000 Penalty: 5885.948242
	Iteration 34F: 3 clusters Score -1.905625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -394678.093750 Penalty: 1997.206299
	Iteration 0F: 2 clusters Score -394678.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -391350.218750 Penalty: 3994.412598
	Iteration 0F: 3 clusters Score -391350.2 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -392064.406250 Penalty: 3994.412598
	Iteration 1F: 3 clusters Score -392064.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -392243.718750 Penalty: 3994.412598
	Iteration 2F: 3 clusters Score -392243.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -392359.156250 Penalty: 3994.412598
	Iteration 3Q: 3 clusters Score -392359.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -392439.250000 Penalty: 3994.412598
	Iteration 4Q: 3 clusters Score -392439.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -392493.687500 Penalty: 3994.412598
	Iteration 5Q: 3 clusters Score -392493.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -392536.687500 Penalty: 3994.412598
	Iteration 6Q: 3 clusters Score -392536.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -392574.937500 Penalty: 3994.412598
	Iteration 7Q: 3 clusters Score -392574.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392603.312500 Penalty: 3994.412598
	Iteration 8Q: 3 clusters Score -392603.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -392624.000000 Penalty: 3994.412598
	Iteration 9Q: 3 clusters Score -392624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -392638.843750 Penalty: 3994.412598
	Iteration 10Q: 3 clusters Score -392638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392648.781250 Penalty: 3994.412598
	Iteration 11Q: 3 clusters Score -392648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -392659.031250 Penalty: 3994.412598
	Iteration 12Q: 3 clusters Score -392659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392663.812500 Penalty: 3994.412598
	Iteration 13Q: 3 clusters Score -392663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -392667.656250 Penalty: 3994.412598
	Iteration 14Q: 3 clusters Score -392667.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392672.437500 Penalty: 3994.412598
	Iteration 15Q: 3 clusters Score -392672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -392675.500000 Penalty: 3994.412598
	Iteration 16Q: 3 clusters Score -392675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -392678.375000 Penalty: 3994.412598
	Iteration 17Q: 3 clusters Score -392678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -392681.750000 Penalty: 3994.412598
	Iteration 18Q: 3 clusters Score -392681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -392690.218750 Penalty: 3994.412598
	Iteration 19Q: 3 clusters Score -392690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -392697.781250 Penalty: 3994.412598
	Iteration 20F: 3 clusters Score -392697.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -392709.781250 Penalty: 3994.412598
	Iteration 21Q: 3 clusters Score -392709.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -392728.812500 Penalty: 3994.412598
	Iteration 22Q: 3 clusters Score -392728.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -392763.000000 Penalty: 3994.412598
	Iteration 23Q: 3 clusters Score -392763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -392795.937500 Penalty: 3994.412598
	Iteration 24Q: 3 clusters Score -392795.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -392819.812500 Penalty: 3994.412598
	Iteration 25Q: 3 clusters Score -392819.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -392844.437500 Penalty: 3994.412598
	Iteration 26Q: 3 clusters Score -392844.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -392865.343750 Penalty: 3994.412598
	Iteration 27Q: 3 clusters Score -392865.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -392871.687500 Penalty: 3994.412598
	Iteration 28Q: 3 clusters Score -392871.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -392876.781250 Penalty: 3994.412598
	Iteration 29Q: 3 clusters Score -392876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -392878.968750 Penalty: 3994.412598
	Iteration 30Q: 3 clusters Score -392879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -392880.718750 Penalty: 3994.412598
	Iteration 31Q: 3 clusters Score -392880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -392881.343750 Penalty: 3994.412598
	Iteration 32Q: 3 clusters Score -392881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -392882.593750 Penalty: 3994.412598
	Iteration 33Q: 3 clusters Score -392882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -392883.562500 Penalty: 3994.412598
	Iteration 34Q: 3 clusters Score -392883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -392884.531250 Penalty: 3994.412598
	Iteration 35Q: 3 clusters Score -392884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -392884.531250 Penalty: 3994.412598
	Iteration 36F: 3 clusters Score -392884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -111702.976562 Penalty: 1717.303955
	Iteration 0F: 2 clusters Score -111703 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 503 members 
Entering Unmasked Estep 
Score: -109820.109375 Penalty: 3434.607910
	Iteration 0F: 3 clusters Score -109820.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110451.921875 Penalty: 3434.607910
	Iteration 1F: 3 clusters Score -110451.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111186.531250 Penalty: 3434.607910
	Iteration 2F: 3 clusters Score -111186.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111773.679688 Penalty: 3434.607910
	Iteration 3F: 3 clusters Score -111773.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111969.531250 Penalty: 3434.607910
	Iteration 4F: 3 clusters Score -111969.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112062.085938 Penalty: 3434.607910
	Iteration 5Q: 3 clusters Score -112062.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112114.968750 Penalty: 3434.607910
	Iteration 6Q: 3 clusters Score -112115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -112186.625000 Penalty: 3434.607910
	Iteration 7Q: 3 clusters Score -112186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112249.226562 Penalty: 3434.607910
	Iteration 8Q: 3 clusters Score -112249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112273.617188 Penalty: 3434.607910
	Iteration 9Q: 3 clusters Score -112273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -112290.179688 Penalty: 3434.607910
	Iteration 10Q: 3 clusters Score -112290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112311.406250 Penalty: 3434.607910
	Iteration 11Q: 3 clusters Score -112311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112315.601562 Penalty: 3434.607910
	Iteration 12Q: 3 clusters Score -112315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112317.398438 Penalty: 3434.607910
	Iteration 13Q: 3 clusters Score -112317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112319.304688 Penalty: 3434.607910
	Iteration 14Q: 3 clusters Score -112319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112321.750000 Penalty: 3434.607910
	Iteration 15Q: 3 clusters Score -112321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112324.515625 Penalty: 3434.607910
	Iteration 16Q: 3 clusters Score -112324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112328.335938 Penalty: 3434.607910
	Iteration 17Q: 3 clusters Score -112328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112330.171875 Penalty: 3434.607910
	Iteration 18Q: 3 clusters Score -112330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112333.890625 Penalty: 3434.607910
	Iteration 19Q: 3 clusters Score -112333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112333.890625 Penalty: 3434.607910
	Iteration 20F: 3 clusters Score -112333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 148491 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 25948 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26787 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 1040 members 
Mstep: Class 16 contains 34286 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2729 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48356 members 
Entering Unmasked Estep 
Score: -62758360.000000 Penalty: 64844.812500
Splitting cluster 3 changes total score from -62759316.000000 to -62758360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -209804.171875 Penalty: 1829.063354
	Iteration 0F: 2 clusters Score -209804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -207411.921875 Penalty: 3658.126709
	Iteration 0F: 3 clusters Score -207411.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -207762.078125 Penalty: 3658.126709
	Iteration 1F: 3 clusters Score -207762.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -207863.484375 Penalty: 3658.126709
	Iteration 2F: 3 clusters Score -207863.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -207918.562500 Penalty: 3658.126709
	Iteration 3Q: 3 clusters Score -207918.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -207956.828125 Penalty: 3658.126709
	Iteration 4Q: 3 clusters Score -207956.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -207981.343750 Penalty: 3658.126709
	Iteration 5Q: 3 clusters Score -207981.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -207996.187500 Penalty: 3658.126709
	Iteration 6Q: 3 clusters Score -207996.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -208008.453125 Penalty: 3658.126709
	Iteration 7Q: 3 clusters Score -208008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -208017.937500 Penalty: 3658.126709
	Iteration 8Q: 3 clusters Score -208017.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -208027.609375 Penalty: 3658.126709
	Iteration 9Q: 3 clusters Score -208027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -208033.171875 Penalty: 3658.126709
	Iteration 10Q: 3 clusters Score -208033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -208034.781250 Penalty: 3658.126709
	Iteration 11Q: 3 clusters Score -208034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -208036.296875 Penalty: 3658.126709
	Iteration 12Q: 3 clusters Score -208036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208040.468750 Penalty: 3658.126709
	Iteration 13Q: 3 clusters Score -208040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -208046.953125 Penalty: 3658.126709
	Iteration 14Q: 3 clusters Score -208047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -208048.531250 Penalty: 3658.126709
	Iteration 15Q: 3 clusters Score -208048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -208049.234375 Penalty: 3658.126709
	Iteration 16Q: 3 clusters Score -208049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -208051.187500 Penalty: 3658.126709
	Iteration 17Q: 3 clusters Score -208051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -208051.531250 Penalty: 3658.126709
	Iteration 18Q: 3 clusters Score -208051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -208052.453125 Penalty: 3658.126709
	Iteration 19Q: 3 clusters Score -208052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -208053.750000 Penalty: 3658.126709
	Iteration 20F: 3 clusters Score -208053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -1025648.750000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -1025649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1019493.000000 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -1019493 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1021274.437500 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -1021274 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1021749.500000 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -1021750 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1022278.875000 Penalty: 4431.097656
	Iteration 3F: 3 clusters Score -1022279 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1022821.875000 Penalty: 4431.097656
	Iteration 4F: 3 clusters Score -1022822 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1023337.437500 Penalty: 4431.097656
	Iteration 5F: 3 clusters Score -1023337 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1023766.187500 Penalty: 4431.097656
	Iteration 6F: 3 clusters Score -1023766 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1024078.062500 Penalty: 4431.097656
	Iteration 7F: 3 clusters Score -1024078 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1024301.625000 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -1024302 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1024418.687500 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -1024419 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1024488.750000 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -1024489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1024527.625000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -1024528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1024557.625000 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -1024558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1024573.875000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -1024574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1024580.812500 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -1024581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1024591.937500 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -1024592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1024594.187500 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -1024594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1024598.187500 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -1024598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1024604.000000 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -1024604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1024606.250000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -1024606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1024605.812500 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -1024606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1024607.250000 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -1024607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1024609.250000 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -1024609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1024609.250000 Penalty: 4431.097656
	Iteration 23F: 3 clusters Score -1024609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -410995.687500 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -410995.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -407692.250000 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -407692.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -408385.812500 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -408385.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -408560.843750 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -408560.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -408681.437500 Penalty: 3988.061768
	Iteration 3Q: 3 clusters Score -408681.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -408761.718750 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -408761.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -408820.000000 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -408820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -408865.250000 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -408865.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -408897.968750 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -408898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -408939.468750 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -408939.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -408989.593750 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -408989.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -409037.718750 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -409037.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -409109.125000 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -409109.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -409192.937500 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -409192.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409270.125000 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -409270.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -409372.187500 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -409372.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -409497.781250 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -409497.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -409699.531250 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -409699.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -409976.062500 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -409976.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -410209.500000 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -410209.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -410347.812500 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -410347.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -410436.781250 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -410436.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -410489.375000 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -410489.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -410532.031250 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -410532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -410580.093750 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -410580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -410622.531250 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -410622.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -410657.656250 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -410657.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -410685.625000 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -410685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -410697.656250 Penalty: 3988.061768
	Iteration 27Q: 3 clusters Score -410697.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -410705.781250 Penalty: 3988.061768
	Iteration 28Q: 3 clusters Score -410705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -410712.781250 Penalty: 3988.061768
	Iteration 29Q: 3 clusters Score -410712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -410716.968750 Penalty: 3988.061768
	Iteration 30Q: 3 clusters Score -410717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -410720.468750 Penalty: 3988.061768
	Iteration 31Q: 3 clusters Score -410720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -410721.812500 Penalty: 3988.061768
	Iteration 32Q: 3 clusters Score -410721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -410725.250000 Penalty: 3988.061768
	Iteration 33Q: 3 clusters Score -410725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -410730.406250 Penalty: 3988.061768
	Iteration 34Q: 3 clusters Score -410730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -410738.031250 Penalty: 3988.061768
	Iteration 35Q: 3 clusters Score -410738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -410740.468750 Penalty: 3988.061768
	Iteration 36Q: 3 clusters Score -410740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -410741.218750 Penalty: 3988.061768
	Iteration 37Q: 3 clusters Score -410741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -410741.843750 Penalty: 3988.061768
	Iteration 38Q: 3 clusters Score -410741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -410742.906250 Penalty: 3988.061768
	Iteration 39Q: 3 clusters Score -410742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -410742.218750 Penalty: 3988.061768
	Iteration 40F: 3 clusters Score -410742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148491 members 
Entering Unmasked Estep 
Score: -19932210.000000 Penalty: 2953.253418
	Iteration 0F: 2 clusters Score -1.993221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -19844504.000000 Penalty: 5906.506836
	Iteration 0F: 3 clusters Score -1.98445e+07 nChanged 71226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -19885836.000000 Penalty: 5906.506836
	Iteration 1F: 3 clusters Score -1.988584e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -19886704.000000 Penalty: 5906.506836
	Iteration 2Q: 3 clusters Score -1.98867e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -19888108.000000 Penalty: 5906.506836
	Iteration 3Q: 3 clusters Score -1.988811e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -19890470.000000 Penalty: 5906.506836
	Iteration 4Q: 3 clusters Score -1.989047e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -19894534.000000 Penalty: 5906.506836
	Iteration 5F: 3 clusters Score -1.989453e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -19901898.000000 Penalty: 5906.506836
	Iteration 6F: 3 clusters Score -1.99019e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118510 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -19910196.000000 Penalty: 5906.506836
	Iteration 7F: 3 clusters Score -1.99102e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -19917478.000000 Penalty: 5906.506836
	Iteration 8F: 3 clusters Score -1.991748e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -19922478.000000 Penalty: 5906.506836
	Iteration 9F: 3 clusters Score -1.992248e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141856 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -19925476.000000 Penalty: 5906.506836
	Iteration 10Q: 3 clusters Score -1.992548e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -19927234.000000 Penalty: 5906.506836
	Iteration 11Q: 3 clusters Score -1.992723e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -19928260.000000 Penalty: 5906.506836
	Iteration 12Q: 3 clusters Score -1.992826e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19928826.000000 Penalty: 5906.506836
	Iteration 13Q: 3 clusters Score -1.992883e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19929098.000000 Penalty: 5906.506836
	Iteration 14Q: 3 clusters Score -1.99291e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19929272.000000 Penalty: 5906.506836
	Iteration 15Q: 3 clusters Score -1.992927e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19929384.000000 Penalty: 5906.506836
	Iteration 16Q: 3 clusters Score -1.992938e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19929478.000000 Penalty: 5906.506836
	Iteration 17Q: 3 clusters Score -1.992948e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147517 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19929526.000000 Penalty: 5906.506836
	Iteration 18Q: 3 clusters Score -1.992953e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19929584.000000 Penalty: 5906.506836
	Iteration 19Q: 3 clusters Score -1.992958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147609 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19929640.000000 Penalty: 5906.506836
	Iteration 20F: 3 clusters Score -1.992964e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19929690.000000 Penalty: 5906.506836
	Iteration 21Q: 3 clusters Score -1.992969e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147651 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19929698.000000 Penalty: 5906.506836
	Iteration 22Q: 3 clusters Score -1.99297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19929732.000000 Penalty: 5906.506836
	Iteration 23Q: 3 clusters Score -1.992973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19929744.000000 Penalty: 5906.506836
	Iteration 24Q: 3 clusters Score -1.992974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19929748.000000 Penalty: 5906.506836
	Iteration 25Q: 3 clusters Score -1.992975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19929740.000000 Penalty: 5906.506836
	Iteration 26Q: 3 clusters Score -1.992974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19929742.000000 Penalty: 5906.506836
	Iteration 27Q: 3 clusters Score -1.992974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19929760.000000 Penalty: 5906.506836
	Iteration 28Q: 3 clusters Score -1.992976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19929760.000000 Penalty: 5906.506836
	Iteration 29Q: 3 clusters Score -1.992976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -19929764.000000 Penalty: 5906.506836
	Iteration 30Q: 3 clusters Score -1.992976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19929768.000000 Penalty: 5906.506836
	Iteration 31Q: 3 clusters Score -1.992977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147708 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19929762.000000 Penalty: 5906.506836
	Iteration 32Q: 3 clusters Score -1.992976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19929770.000000 Penalty: 5906.506836
	Iteration 33Q: 3 clusters Score -1.992977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19929766.000000 Penalty: 5906.506836
	Iteration 34Q: 3 clusters Score -1.992977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19929768.000000 Penalty: 5906.506836
	Iteration 35Q: 3 clusters Score -1.992977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19929768.000000 Penalty: 5906.506836
	Iteration 36Q: 3 clusters Score -1.992977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19929768.000000 Penalty: 5906.506836
	Iteration 37Q: 3 clusters Score -1.992977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19929778.000000 Penalty: 5906.506836
	Iteration 38Q: 3 clusters Score -1.992978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19929784.000000 Penalty: 5906.506836
	Iteration 39Q: 3 clusters Score -1.992978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19929782.000000 Penalty: 5906.506836
	Iteration 40F: 3 clusters Score -1.992978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19929784.000000 Penalty: 5906.506836
	Iteration 41Q: 3 clusters Score -1.992978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19929782.000000 Penalty: 5906.506836
	Iteration 42Q: 3 clusters Score -1.992978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19929788.000000 Penalty: 5906.506836
	Iteration 43Q: 3 clusters Score -1.992979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147715 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -19929792.000000 Penalty: 5906.506836
	Iteration 44Q: 3 clusters Score -1.992979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19929808.000000 Penalty: 5906.506836
	Iteration 45Q: 3 clusters Score -1.992981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19929806.000000 Penalty: 5906.506836
	Iteration 46Q: 3 clusters Score -1.992981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147715 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -19929814.000000 Penalty: 5906.506836
	Iteration 47Q: 3 clusters Score -1.992981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19929820.000000 Penalty: 5906.506836
	Iteration 48Q: 3 clusters Score -1.992982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19929830.000000 Penalty: 5906.506836
	Iteration 49Q: 3 clusters Score -1.992983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -19929830.000000 Penalty: 5906.506836
	Iteration 50Q: 3 clusters Score -1.992983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147725 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19929834.000000 Penalty: 5906.506836
	Iteration 51Q: 3 clusters Score -1.992983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19929840.000000 Penalty: 5906.506836
	Iteration 52Q: 3 clusters Score -1.992984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19929836.000000 Penalty: 5906.506836
	Iteration 53Q: 3 clusters Score -1.992984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19929838.000000 Penalty: 5906.506836
	Iteration 54Q: 3 clusters Score -1.992984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19929852.000000 Penalty: 5906.506836
	Iteration 55Q: 3 clusters Score -1.992985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19929850.000000 Penalty: 5906.506836
	Iteration 56Q: 3 clusters Score -1.992985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19929838.000000 Penalty: 5906.506836
	Iteration 57Q: 3 clusters Score -1.992984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19929856.000000 Penalty: 5906.506836
	Iteration 58Q: 3 clusters Score -1.992986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19929848.000000 Penalty: 5906.506836
	Iteration 59Q: 3 clusters Score -1.992985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19929840.000000 Penalty: 5906.506836
	Iteration 60F: 3 clusters Score -1.992984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19929846.000000 Penalty: 5906.506836
	Iteration 61Q: 3 clusters Score -1.992985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19929848.000000 Penalty: 5906.506836
	Iteration 62Q: 3 clusters Score -1.992985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19929848.000000 Penalty: 5906.506836
	Iteration 63F: 3 clusters Score -1.992985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -14065.516602 Penalty: 1191.397217
	Iteration 0F: 2 clusters Score -14065.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13202.947266 Penalty: 2382.794434
	Iteration 0F: 3 clusters Score -13202.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13229.888672 Penalty: 2382.794434
	Iteration 1Q: 3 clusters Score -13229.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13229.888672 Penalty: 2382.794434
	Iteration 2F: 3 clusters Score -13229.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -730178.812500 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -730178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -725269.500000 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -725269.5 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -726477.000000 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -726477 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -726694.812500 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -726694.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -726837.062500 Penalty: 4282.771973
	Iteration 3Q: 3 clusters Score -726837.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -726942.000000 Penalty: 4282.771973
	Iteration 4Q: 3 clusters Score -726942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -727057.687500 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -727057.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -727223.312500 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -727223.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -727495.750000 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -727495.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -727860.375000 Penalty: 4282.771973
	Iteration 8F: 3 clusters Score -727860.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -728252.375000 Penalty: 4282.771973
	Iteration 9F: 3 clusters Score -728252.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -728692.562500 Penalty: 4282.771973
	Iteration 10F: 3 clusters Score -728692.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -729052.250000 Penalty: 4282.771973
	Iteration 11F: 3 clusters Score -729052.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -729252.562500 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -729252.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -729408.562500 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -729408.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -729501.500000 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -729501.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -729552.562500 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -729552.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -729597.312500 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -729597.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -729629.937500 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -729629.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -729646.437500 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -729646.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -729658.687500 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -729658.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -729667.000000 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -729667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -729671.500000 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -729671.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -729678.000000 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -729678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -729681.937500 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -729681.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -729687.000000 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -729687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -729691.375000 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -729691.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -729694.687500 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -729694.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -729698.062500 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -729698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -729699.562500 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -729699.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -729703.312500 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -729703.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -729712.187500 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -729712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -729719.625000 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -729719.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -729724.250000 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -729724.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -729726.250000 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -729726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -729729.625000 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -729729.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -729734.312500 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -729734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -729733.937500 Penalty: 4282.771973
	Iteration 36Q: 3 clusters Score -729733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -729734.187500 Penalty: 4282.771973
	Iteration 37Q: 3 clusters Score -729734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -729736.562500 Penalty: 4282.771973
	Iteration 38Q: 3 clusters Score -729736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -729739.937500 Penalty: 4282.771973
	Iteration 39Q: 3 clusters Score -729739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -729740.375000 Penalty: 4282.771973
	Iteration 40F: 3 clusters Score -729740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -729740.625000 Penalty: 4282.771973
	Iteration 41Q: 3 clusters Score -729740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -729741.937500 Penalty: 4282.771973
	Iteration 42Q: 3 clusters Score -729741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -729742.312500 Penalty: 4282.771973
	Iteration 43Q: 3 clusters Score -729742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -729742.250000 Penalty: 4282.771973
	Iteration 44Q: 3 clusters Score -729742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -729742.250000 Penalty: 4282.771973
	Iteration 45F: 3 clusters Score -729742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Entering Unmasked Estep 
Score: -3496943.500000 Penalty: 2520.634766
	Iteration 0F: 2 clusters Score -3496944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3478969.750000 Penalty: 5041.269531
	Iteration 0F: 3 clusters Score -3478970 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3485222.250000 Penalty: 5041.269531
	Iteration 1F: 3 clusters Score -3485222 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3485730.250000 Penalty: 5041.269531
	Iteration 2F: 3 clusters Score -3485730 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3486275.250000 Penalty: 5041.269531
	Iteration 3Q: 3 clusters Score -3486275 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3486877.500000 Penalty: 5041.269531
	Iteration 4Q: 3 clusters Score -3486878 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3487562.250000 Penalty: 5041.269531
	Iteration 5Q: 3 clusters Score -3487562 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3488397.500000 Penalty: 5041.269531
	Iteration 6F: 3 clusters Score -3488398 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3489294.000000 Penalty: 5041.269531
	Iteration 7F: 3 clusters Score -3489294 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3490163.500000 Penalty: 5041.269531
	Iteration 8F: 3 clusters Score -3490164 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3490918.750000 Penalty: 5041.269531
	Iteration 9F: 3 clusters Score -3490919 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3491444.000000 Penalty: 5041.269531
	Iteration 10Q: 3 clusters Score -3491444 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3491871.750000 Penalty: 5041.269531
	Iteration 11Q: 3 clusters Score -3491872 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3492226.000000 Penalty: 5041.269531
	Iteration 12Q: 3 clusters Score -3492226 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3492519.750000 Penalty: 5041.269531
	Iteration 13Q: 3 clusters Score -3492520 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3492745.250000 Penalty: 5041.269531
	Iteration 14Q: 3 clusters Score -3492745 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3492913.000000 Penalty: 5041.269531
	Iteration 15Q: 3 clusters Score -3492913 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3493064.750000 Penalty: 5041.269531
	Iteration 16Q: 3 clusters Score -3493065 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3493187.750000 Penalty: 5041.269531
	Iteration 17Q: 3 clusters Score -3493188 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3493285.250000 Penalty: 5041.269531
	Iteration 18Q: 3 clusters Score -3493285 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3493379.500000 Penalty: 5041.269531
	Iteration 19Q: 3 clusters Score -3493380 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3493456.750000 Penalty: 5041.269531
	Iteration 20F: 3 clusters Score -3493457 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3493563.250000 Penalty: 5041.269531
	Iteration 21Q: 3 clusters Score -3493563 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3493633.500000 Penalty: 5041.269531
	Iteration 22Q: 3 clusters Score -3493634 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3493670.000000 Penalty: 5041.269531
	Iteration 23Q: 3 clusters Score -3493670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3493741.750000 Penalty: 5041.269531
	Iteration 24Q: 3 clusters Score -3493742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3493766.000000 Penalty: 5041.269531
	Iteration 25Q: 3 clusters Score -3493766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3493800.250000 Penalty: 5041.269531
	Iteration 26Q: 3 clusters Score -3493800 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3493831.750000 Penalty: 5041.269531
	Iteration 27Q: 3 clusters Score -3493832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3493864.000000 Penalty: 5041.269531
	Iteration 28Q: 3 clusters Score -3493864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3493897.500000 Penalty: 5041.269531
	Iteration 29Q: 3 clusters Score -3493898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3493912.000000 Penalty: 5041.269531
	Iteration 30Q: 3 clusters Score -3493912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3493910.000000 Penalty: 5041.269531
	Iteration 31Q: 3 clusters Score -3493910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3493932.000000 Penalty: 5041.269531
	Iteration 32Q: 3 clusters Score -3493932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3493942.000000 Penalty: 5041.269531
	Iteration 33Q: 3 clusters Score -3493942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3493959.750000 Penalty: 5041.269531
	Iteration 34Q: 3 clusters Score -3493960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3493966.750000 Penalty: 5041.269531
	Iteration 35Q: 3 clusters Score -3493967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3493979.250000 Penalty: 5041.269531
	Iteration 36Q: 3 clusters Score -3493979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3493991.500000 Penalty: 5041.269531
	Iteration 37Q: 3 clusters Score -3493992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3493985.250000 Penalty: 5041.269531
	Iteration 38Q: 3 clusters Score -3493985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3494007.500000 Penalty: 5041.269531
	Iteration 39Q: 3 clusters Score -3494008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3494026.250000 Penalty: 5041.269531
	Iteration 40F: 3 clusters Score -3494026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3494022.250000 Penalty: 5041.269531
	Iteration 41Q: 3 clusters Score -3494022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3494037.500000 Penalty: 5041.269531
	Iteration 42Q: 3 clusters Score -3494038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3494037.500000 Penalty: 5041.269531
	Iteration 43Q: 3 clusters Score -3494038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3494035.000000 Penalty: 5041.269531
	Iteration 44Q: 3 clusters Score -3494035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3494052.250000 Penalty: 5041.269531
	Iteration 45Q: 3 clusters Score -3494052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3494061.000000 Penalty: 5041.269531
	Iteration 46Q: 3 clusters Score -3494061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3494077.750000 Penalty: 5041.269531
	Iteration 47Q: 3 clusters Score -3494078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3494074.000000 Penalty: 5041.269531
	Iteration 48Q: 3 clusters Score -3494074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3494082.750000 Penalty: 5041.269531
	Iteration 49Q: 3 clusters Score -3494083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3494082.250000 Penalty: 5041.269531
	Iteration 50Q: 3 clusters Score -3494082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3494108.250000 Penalty: 5041.269531
	Iteration 51Q: 3 clusters Score -3494108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3494113.750000 Penalty: 5041.269531
	Iteration 52Q: 3 clusters Score -3494114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3494126.000000 Penalty: 5041.269531
	Iteration 53Q: 3 clusters Score -3494126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3494141.000000 Penalty: 5041.269531
	Iteration 54Q: 3 clusters Score -3494141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3494151.250000 Penalty: 5041.269531
	Iteration 55Q: 3 clusters Score -3494151 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3494154.250000 Penalty: 5041.269531
	Iteration 56Q: 3 clusters Score -3494154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3494169.750000 Penalty: 5041.269531
	Iteration 57Q: 3 clusters Score -3494170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3494176.500000 Penalty: 5041.269531
	Iteration 58Q: 3 clusters Score -3494176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3494192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3494205.000000 Penalty: 5041.269531
	Iteration 60F: 3 clusters Score -3494205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3494213.500000 Penalty: 5041.269531
	Iteration 61Q: 3 clusters Score -3494214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3494229.000000 Penalty: 5041.269531
	Iteration 62Q: 3 clusters Score -3494229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3494241.250000 Penalty: 5041.269531
	Iteration 63Q: 3 clusters Score -3494241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3494245.500000 Penalty: 5041.269531
	Iteration 64Q: 3 clusters Score -3494246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3494258.250000 Penalty: 5041.269531
	Iteration 65Q: 3 clusters Score -3494258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3494278.750000 Penalty: 5041.269531
	Iteration 66Q: 3 clusters Score -3494279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3494294.500000 Penalty: 5041.269531
	Iteration 67Q: 3 clusters Score -3494294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3494305.750000 Penalty: 5041.269531
	Iteration 68Q: 3 clusters Score -3494306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3494327.250000 Penalty: 5041.269531
	Iteration 69Q: 3 clusters Score -3494327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3494347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3494352.250000 Penalty: 5041.269531
	Iteration 71Q: 3 clusters Score -3494352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3494377.500000 Penalty: 5041.269531
	Iteration 72Q: 3 clusters Score -3494378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3494401.750000 Penalty: 5041.269531
	Iteration 73Q: 3 clusters Score -3494402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3494415.750000 Penalty: 5041.269531
	Iteration 74Q: 3 clusters Score -3494416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -3494422.250000 Penalty: 5041.269531
	Iteration 75Q: 3 clusters Score -3494422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3494432.250000 Penalty: 5041.269531
	Iteration 76Q: 3 clusters Score -3494432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3494448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3494450.750000 Penalty: 5041.269531
	Iteration 78Q: 3 clusters Score -3494451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3494451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3494454.000000 Penalty: 5041.269531
	Iteration 80F: 3 clusters Score -3494454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3494453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3494469.750000 Penalty: 5041.269531
	Iteration 82Q: 3 clusters Score -3494470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3494487.750000 Penalty: 5041.269531
	Iteration 83Q: 3 clusters Score -3494488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3494486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3494499.750000 Penalty: 5041.269531
	Iteration 85Q: 3 clusters Score -3494500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3494512.250000 Penalty: 5041.269531
	Iteration 86Q: 3 clusters Score -3494512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3494526.250000 Penalty: 5041.269531
	Iteration 87Q: 3 clusters Score -3494526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3494544.750000 Penalty: 5041.269531
	Iteration 88Q: 3 clusters Score -3494545 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3494548.500000 Penalty: 5041.269531
	Iteration 89Q: 3 clusters Score -3494548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3494562.750000 Penalty: 5041.269531
	Iteration 90Q: 3 clusters Score -3494563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3494597.250000 Penalty: 5041.269531
	Iteration 91Q: 3 clusters Score -3494597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3494631.500000 Penalty: 5041.269531
	Iteration 92Q: 3 clusters Score -3494632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3494640.750000 Penalty: 5041.269531
	Iteration 93Q: 3 clusters Score -3494641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3494645.000000 Penalty: 5041.269531
	Iteration 94Q: 3 clusters Score -3494645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3494663.500000 Penalty: 5041.269531
	Iteration 95Q: 3 clusters Score -3494664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3494681.750000 Penalty: 5041.269531
	Iteration 96Q: 3 clusters Score -3494682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3494694.750000 Penalty: 5041.269531
	Iteration 97Q: 3 clusters Score -3494695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3494706.750000 Penalty: 5041.269531
	Iteration 98Q: 3 clusters Score -3494707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3494740.000000 Penalty: 5041.269531
	Iteration 99Q: 3 clusters Score -3494740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3494746.750000 Penalty: 5041.269531
	Iteration 100F: 3 clusters Score -3494747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3494763.500000 Penalty: 5041.269531
	Iteration 101Q: 3 clusters Score -3494764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3494770.750000 Penalty: 5041.269531
	Iteration 102Q: 3 clusters Score -3494771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3494790.250000 Penalty: 5041.269531
	Iteration 103Q: 3 clusters Score -3494790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3494788.500000 Penalty: 5041.269531
	Iteration 104Q: 3 clusters Score -3494788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3494784.000000 Penalty: 5041.269531
	Iteration 105Q: 3 clusters Score -3494784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3494793.500000 Penalty: 5041.269531
	Iteration 106Q: 3 clusters Score -3494794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3494801.000000 Penalty: 5041.269531
	Iteration 107Q: 3 clusters Score -3494801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3494816.000000 Penalty: 5041.269531
	Iteration 108Q: 3 clusters Score -3494816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3494825.750000 Penalty: 5041.269531
	Iteration 109Q: 3 clusters Score -3494826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3494831.750000 Penalty: 5041.269531
	Iteration 110Q: 3 clusters Score -3494832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3494841.250000 Penalty: 5041.269531
	Iteration 111Q: 3 clusters Score -3494841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3494853.750000 Penalty: 5041.269531
	Iteration 112Q: 3 clusters Score -3494854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3494860.000000 Penalty: 5041.269531
	Iteration 113Q: 3 clusters Score -3494860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3494882.000000 Penalty: 5041.269531
	Iteration 114Q: 3 clusters Score -3494882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3494908.250000 Penalty: 5041.269531
	Iteration 115Q: 3 clusters Score -3494908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3494922.750000 Penalty: 5041.269531
	Iteration 116Q: 3 clusters Score -3494923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3494934.500000 Penalty: 5041.269531
	Iteration 117Q: 3 clusters Score -3494934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3494944.500000 Penalty: 5041.269531
	Iteration 118Q: 3 clusters Score -3494944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3494951.500000 Penalty: 5041.269531
	Iteration 119Q: 3 clusters Score -3494952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3494957.750000 Penalty: 5041.269531
	Iteration 120F: 3 clusters Score -3494958 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3494958.000000 Penalty: 5041.269531
	Iteration 121Q: 3 clusters Score -3494958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3494961.000000 Penalty: 5041.269531
	Iteration 122Q: 3 clusters Score -3494961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3494967.250000 Penalty: 5041.269531
	Iteration 123Q: 3 clusters Score -3494967 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3494971.000000 Penalty: 5041.269531
	Iteration 124Q: 3 clusters Score -3494971 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3494973.500000 Penalty: 5041.269531
	Iteration 125Q: 3 clusters Score -3494974 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3494975.250000 Penalty: 5041.269531
	Iteration 126Q: 3 clusters Score -3494975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3494973.750000 Penalty: 5041.269531
	Iteration 127Q: 3 clusters Score -3494974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3494974.000000 Penalty: 5041.269531
	Iteration 128Q: 3 clusters Score -3494974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3494976.500000 Penalty: 5041.269531
	Iteration 129Q: 3 clusters Score -3494976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3494978.500000 Penalty: 5041.269531
	Iteration 130Q: 3 clusters Score -3494978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3494979.750000 Penalty: 5041.269531
	Iteration 131Q: 3 clusters Score -3494980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3494981.250000 Penalty: 5041.269531
	Iteration 132Q: 3 clusters Score -3494981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3494987.250000 Penalty: 5041.269531
	Iteration 133Q: 3 clusters Score -3494987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3494989.250000 Penalty: 5041.269531
	Iteration 134Q: 3 clusters Score -3494989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3494984.000000 Penalty: 5041.269531
	Iteration 135Q: 3 clusters Score -3494984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3494995.250000 Penalty: 5041.269531
	Iteration 136Q: 3 clusters Score -3494995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3494997.250000 Penalty: 5041.269531
	Iteration 137Q: 3 clusters Score -3494997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3494999.500000 Penalty: 5041.269531
	Iteration 138Q: 3 clusters Score -3495000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3494999.250000 Penalty: 5041.269531
	Iteration 139Q: 3 clusters Score -3494999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3494999.750000 Penalty: 5041.269531
	Iteration 140F: 3 clusters Score -3495000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3495004.250000 Penalty: 5041.269531
	Iteration 141Q: 3 clusters Score -3495004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3495004.000000 Penalty: 5041.269531
	Iteration 142Q: 3 clusters Score -3495004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3495004.250000 Penalty: 5041.269531
	Iteration 143Q: 3 clusters Score -3495004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3495005.250000 Penalty: 5041.269531
	Iteration 144Q: 3 clusters Score -3495005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3495006.250000 Penalty: 5041.269531
	Iteration 145Q: 3 clusters Score -3495006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3495004.000000 Penalty: 5041.269531
	Iteration 146Q: 3 clusters Score -3495004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3495008.000000 Penalty: 5041.269531
	Iteration 147Q: 3 clusters Score -3495008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3495010.000000 Penalty: 5041.269531
	Iteration 148Q: 3 clusters Score -3495010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3495017.500000 Penalty: 5041.269531
	Iteration 149Q: 3 clusters Score -3495018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3495018.250000 Penalty: 5041.269531
	Iteration 150Q: 3 clusters Score -3495018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3495016.250000 Penalty: 5041.269531
	Iteration 151Q: 3 clusters Score -3495016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3495020.750000 Penalty: 5041.269531
	Iteration 152Q: 3 clusters Score -3495021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3495025.250000 Penalty: 5041.269531
	Iteration 153Q: 3 clusters Score -3495025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3495024.500000 Penalty: 5041.269531
	Iteration 154Q: 3 clusters Score -3495024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3495022.000000 Penalty: 5041.269531
	Iteration 155Q: 3 clusters Score -3495022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3495023.250000 Penalty: 5041.269531
	Iteration 156Q: 3 clusters Score -3495023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3495020.750000 Penalty: 5041.269531
	Iteration 157Q: 3 clusters Score -3495021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3495023.250000 Penalty: 5041.269531
	Iteration 158Q: 3 clusters Score -3495023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3495025.500000 Penalty: 5041.269531
	Iteration 159Q: 3 clusters Score -3495026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3495022.750000 Penalty: 5041.269531
	Iteration 160F: 3 clusters Score -3495023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3495024.500000 Penalty: 5041.269531
	Iteration 161Q: 3 clusters Score -3495024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3495023.500000 Penalty: 5041.269531
	Iteration 162Q: 3 clusters Score -3495024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3495028.500000 Penalty: 5041.269531
	Iteration 163Q: 3 clusters Score -3495028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3495033.250000 Penalty: 5041.269531
	Iteration 164Q: 3 clusters Score -3495033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3495034.000000 Penalty: 5041.269531
	Iteration 165Q: 3 clusters Score -3495034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3495035.500000 Penalty: 5041.269531
	Iteration 166Q: 3 clusters Score -3495036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3495034.250000 Penalty: 5041.269531
	Iteration 167Q: 3 clusters Score -3495034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3495035.750000 Penalty: 5041.269531
	Iteration 168Q: 3 clusters Score -3495036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3495042.750000 Penalty: 5041.269531
	Iteration 169Q: 3 clusters Score -3495043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3495041.000000 Penalty: 5041.269531
	Iteration 170Q: 3 clusters Score -3495041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3495044.000000 Penalty: 5041.269531
	Iteration 171Q: 3 clusters Score -3495044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3495044.750000 Penalty: 5041.269531
	Iteration 172Q: 3 clusters Score -3495045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3495043.000000 Penalty: 5041.269531
	Iteration 173Q: 3 clusters Score -3495043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3495043.750000 Penalty: 5041.269531
	Iteration 174Q: 3 clusters Score -3495044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3495040.750000 Penalty: 5041.269531
	Iteration 175Q: 3 clusters Score -3495041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3495044.000000 Penalty: 5041.269531
	Iteration 176Q: 3 clusters Score -3495044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3495042.500000 Penalty: 5041.269531
	Iteration 177Q: 3 clusters Score -3495042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3495042.500000 Penalty: 5041.269531
	Iteration 178F: 3 clusters Score -3495042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Entering Unmasked Estep 
Score: -3046962.000000 Penalty: 2485.219971
	Iteration 0F: 2 clusters Score -3046962 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 11160 members 
Entering Unmasked Estep 
Score: -3031269.750000 Penalty: 4970.439941
	Iteration 0F: 3 clusters Score -3031270 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3036692.000000 Penalty: 4970.439941
	Iteration 1F: 3 clusters Score -3036692 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3037130.500000 Penalty: 4970.439941
	Iteration 2F: 3 clusters Score -3037130 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3037546.250000 Penalty: 4970.439941
	Iteration 3Q: 3 clusters Score -3037546 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3037979.750000 Penalty: 4970.439941
	Iteration 4Q: 3 clusters Score -3037980 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3038521.750000 Penalty: 4970.439941
	Iteration 5Q: 3 clusters Score -3038522 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3039263.250000 Penalty: 4970.439941
	Iteration 6F: 3 clusters Score -3039263 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3040227.250000 Penalty: 4970.439941
	Iteration 7F: 3 clusters Score -3040227 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3041488.500000 Penalty: 4970.439941
	Iteration 8F: 3 clusters Score -3041488 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3042688.750000 Penalty: 4970.439941
	Iteration 9F: 3 clusters Score -3042689 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3043676.250000 Penalty: 4970.439941
	Iteration 10Q: 3 clusters Score -3043676 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3044308.750000 Penalty: 4970.439941
	Iteration 11Q: 3 clusters Score -3044309 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3044707.250000 Penalty: 4970.439941
	Iteration 12Q: 3 clusters Score -3044707 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3044893.500000 Penalty: 4970.439941
	Iteration 13Q: 3 clusters Score -3044894 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3044974.000000 Penalty: 4970.439941
	Iteration 14Q: 3 clusters Score -3044974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3045032.500000 Penalty: 4970.439941
	Iteration 15Q: 3 clusters Score -3045032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3045075.500000 Penalty: 4970.439941
	Iteration 16Q: 3 clusters Score -3045076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3045086.250000 Penalty: 4970.439941
	Iteration 17Q: 3 clusters Score -3045086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3045110.750000 Penalty: 4970.439941
	Iteration 18Q: 3 clusters Score -3045111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3045122.250000 Penalty: 4970.439941
	Iteration 19Q: 3 clusters Score -3045122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3045127.250000 Penalty: 4970.439941
	Iteration 20F: 3 clusters Score -3045127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3045125.250000 Penalty: 4970.439941
	Iteration 21Q: 3 clusters Score -3045125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3045131.500000 Penalty: 4970.439941
	Iteration 22Q: 3 clusters Score -3045132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3045133.750000 Penalty: 4970.439941
	Iteration 23Q: 3 clusters Score -3045134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3045137.750000 Penalty: 4970.439941
	Iteration 24Q: 3 clusters Score -3045138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3045138.000000 Penalty: 4970.439941
	Iteration 25Q: 3 clusters Score -3045138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3045137.750000 Penalty: 4970.439941
	Iteration 26Q: 3 clusters Score -3045138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3045137.750000 Penalty: 4970.439941
	Iteration 27F: 3 clusters Score -3045138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Entering Unmasked Estep 
Score: -3635680.750000 Penalty: 2528.526611
	Iteration 0F: 2 clusters Score -3635681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3617313.750000 Penalty: 5057.053223
	Iteration 0F: 3 clusters Score -3617314 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3624104.500000 Penalty: 5057.053223
	Iteration 1F: 3 clusters Score -3624104 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3624737.750000 Penalty: 5057.053223
	Iteration 2F: 3 clusters Score -3624738 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3625326.250000 Penalty: 5057.053223
	Iteration 3F: 3 clusters Score -3625326 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3625991.000000 Penalty: 5057.053223
	Iteration 4Q: 3 clusters Score -3625991 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3626686.750000 Penalty: 5057.053223
	Iteration 5Q: 3 clusters Score -3626687 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3627461.750000 Penalty: 5057.053223
	Iteration 6Q: 3 clusters Score -3627462 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3628327.000000 Penalty: 5057.053223
	Iteration 7F: 3 clusters Score -3628327 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3629239.750000 Penalty: 5057.053223
	Iteration 8F: 3 clusters Score -3629240 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3630080.250000 Penalty: 5057.053223
	Iteration 9F: 3 clusters Score -3630080 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3630616.250000 Penalty: 5057.053223
	Iteration 10Q: 3 clusters Score -3630616 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3630846.000000 Penalty: 5057.053223
	Iteration 11Q: 3 clusters Score -3630846 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3630965.750000 Penalty: 5057.053223
	Iteration 12Q: 3 clusters Score -3630966 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3631054.000000 Penalty: 5057.053223
	Iteration 13Q: 3 clusters Score -3631054 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3631079.000000 Penalty: 5057.053223
	Iteration 14Q: 3 clusters Score -3631079 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3631113.500000 Penalty: 5057.053223
	Iteration 15Q: 3 clusters Score -3631114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3631157.000000 Penalty: 5057.053223
	Iteration 16Q: 3 clusters Score -3631157 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3631193.000000 Penalty: 5057.053223
	Iteration 17Q: 3 clusters Score -3631193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3631197.500000 Penalty: 5057.053223
	Iteration 18Q: 3 clusters Score -3631198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3631209.500000 Penalty: 5057.053223
	Iteration 19Q: 3 clusters Score -3631210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3631220.500000 Penalty: 5057.053223
	Iteration 20F: 3 clusters Score -3631220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3631227.750000 Penalty: 5057.053223
	Iteration 21Q: 3 clusters Score -3631228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3631232.750000 Penalty: 5057.053223
	Iteration 22Q: 3 clusters Score -3631233 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3631254.750000 Penalty: 5057.053223
	Iteration 23Q: 3 clusters Score -3631255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3631267.000000 Penalty: 5057.053223
	Iteration 24Q: 3 clusters Score -3631267 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3631285.250000 Penalty: 5057.053223
	Iteration 25Q: 3 clusters Score -3631285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3631283.500000 Penalty: 5057.053223
	Iteration 26Q: 3 clusters Score -3631284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3631299.000000 Penalty: 5057.053223
	Iteration 27Q: 3 clusters Score -3631299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3631316.750000 Penalty: 5057.053223
	Iteration 28Q: 3 clusters Score -3631317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3631329.750000 Penalty: 5057.053223
	Iteration 29Q: 3 clusters Score -3631330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3631349.000000 Penalty: 5057.053223
	Iteration 30Q: 3 clusters Score -3631349 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3631355.250000 Penalty: 5057.053223
	Iteration 31Q: 3 clusters Score -3631355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3631363.750000 Penalty: 5057.053223
	Iteration 32Q: 3 clusters Score -3631364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3631370.750000 Penalty: 5057.053223
	Iteration 33Q: 3 clusters Score -3631371 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3631386.500000 Penalty: 5057.053223
	Iteration 34Q: 3 clusters Score -3631386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3631401.250000 Penalty: 5057.053223
	Iteration 35Q: 3 clusters Score -3631401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3631420.500000 Penalty: 5057.053223
	Iteration 36Q: 3 clusters Score -3631420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3631431.250000 Penalty: 5057.053223
	Iteration 37Q: 3 clusters Score -3631431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3631438.000000 Penalty: 5057.053223
	Iteration 38Q: 3 clusters Score -3631438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3631442.750000 Penalty: 5057.053223
	Iteration 39Q: 3 clusters Score -3631443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3631449.750000 Penalty: 5057.053223
	Iteration 40F: 3 clusters Score -3631450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3631457.500000 Penalty: 5057.053223
	Iteration 41Q: 3 clusters Score -3631458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3631478.500000 Penalty: 5057.053223
	Iteration 42Q: 3 clusters Score -3631478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3631488.750000 Penalty: 5057.053223
	Iteration 43Q: 3 clusters Score -3631489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3631495.000000 Penalty: 5057.053223
	Iteration 44Q: 3 clusters Score -3631495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3631508.750000 Penalty: 5057.053223
	Iteration 45Q: 3 clusters Score -3631509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3631513.500000 Penalty: 5057.053223
	Iteration 46Q: 3 clusters Score -3631514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3631522.000000 Penalty: 5057.053223
	Iteration 47Q: 3 clusters Score -3631522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3631552.000000 Penalty: 5057.053223
	Iteration 48Q: 3 clusters Score -3631552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3631576.250000 Penalty: 5057.053223
	Iteration 49Q: 3 clusters Score -3631576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3631577.000000 Penalty: 5057.053223
	Iteration 50Q: 3 clusters Score -3631577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3631596.000000 Penalty: 5057.053223
	Iteration 51Q: 3 clusters Score -3631596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3631614.000000 Penalty: 5057.053223
	Iteration 52Q: 3 clusters Score -3631614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3631636.250000 Penalty: 5057.053223
	Iteration 53Q: 3 clusters Score -3631636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3631647.250000 Penalty: 5057.053223
	Iteration 54Q: 3 clusters Score -3631647 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3631657.000000 Penalty: 5057.053223
	Iteration 55Q: 3 clusters Score -3631657 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3631663.500000 Penalty: 5057.053223
	Iteration 56Q: 3 clusters Score -3631664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3631686.250000 Penalty: 5057.053223
	Iteration 57Q: 3 clusters Score -3631686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3631706.500000 Penalty: 5057.053223
	Iteration 58Q: 3 clusters Score -3631706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3631729.000000 Penalty: 5057.053223
	Iteration 59Q: 3 clusters Score -3631729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3631759.750000 Penalty: 5057.053223
	Iteration 60F: 3 clusters Score -3631760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3631786.000000 Penalty: 5057.053223
	Iteration 61Q: 3 clusters Score -3631786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3631808.500000 Penalty: 5057.053223
	Iteration 62Q: 3 clusters Score -3631808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3631828.250000 Penalty: 5057.053223
	Iteration 63Q: 3 clusters Score -3631828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3631850.250000 Penalty: 5057.053223
	Iteration 64Q: 3 clusters Score -3631850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3631891.000000 Penalty: 5057.053223
	Iteration 65Q: 3 clusters Score -3631891 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3631924.000000 Penalty: 5057.053223
	Iteration 66Q: 3 clusters Score -3631924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3631946.250000 Penalty: 5057.053223
	Iteration 67Q: 3 clusters Score -3631946 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3631985.500000 Penalty: 5057.053223
	Iteration 68Q: 3 clusters Score -3631986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3632010.000000 Penalty: 5057.053223
	Iteration 69Q: 3 clusters Score -3632010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3632033.000000 Penalty: 5057.053223
	Iteration 70Q: 3 clusters Score -3632033 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3632058.500000 Penalty: 5057.053223
	Iteration 71Q: 3 clusters Score -3632058 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3632082.500000 Penalty: 5057.053223
	Iteration 72Q: 3 clusters Score -3632082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3632103.250000 Penalty: 5057.053223
	Iteration 73Q: 3 clusters Score -3632103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3632144.250000 Penalty: 5057.053223
	Iteration 74Q: 3 clusters Score -3632144 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3632176.000000 Penalty: 5057.053223
	Iteration 75Q: 3 clusters Score -3632176 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3632216.250000 Penalty: 5057.053223
	Iteration 76Q: 3 clusters Score -3632216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3632249.000000 Penalty: 5057.053223
	Iteration 77Q: 3 clusters Score -3632249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3632280.500000 Penalty: 5057.053223
	Iteration 78Q: 3 clusters Score -3632280 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3632321.500000 Penalty: 5057.053223
	Iteration 79Q: 3 clusters Score -3632322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3632347.250000 Penalty: 5057.053223
	Iteration 80F: 3 clusters Score -3632347 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3632382.250000 Penalty: 5057.053223
	Iteration 81Q: 3 clusters Score -3632382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3632417.000000 Penalty: 5057.053223
	Iteration 82Q: 3 clusters Score -3632417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3632453.250000 Penalty: 5057.053223
	Iteration 83Q: 3 clusters Score -3632453 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3632483.500000 Penalty: 5057.053223
	Iteration 84Q: 3 clusters Score -3632484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3632503.750000 Penalty: 5057.053223
	Iteration 85Q: 3 clusters Score -3632504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3632520.750000 Penalty: 5057.053223
	Iteration 86Q: 3 clusters Score -3632521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3632555.500000 Penalty: 5057.053223
	Iteration 87Q: 3 clusters Score -3632556 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3632582.750000 Penalty: 5057.053223
	Iteration 88Q: 3 clusters Score -3632583 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3632627.250000 Penalty: 5057.053223
	Iteration 89Q: 3 clusters Score -3632627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3632668.250000 Penalty: 5057.053223
	Iteration 90Q: 3 clusters Score -3632668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3632712.500000 Penalty: 5057.053223
	Iteration 91Q: 3 clusters Score -3632712 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3632747.750000 Penalty: 5057.053223
	Iteration 92Q: 3 clusters Score -3632748 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3632788.500000 Penalty: 5057.053223
	Iteration 93Q: 3 clusters Score -3632788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3632854.000000 Penalty: 5057.053223
	Iteration 94Q: 3 clusters Score -3632854 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3632907.000000 Penalty: 5057.053223
	Iteration 95Q: 3 clusters Score -3632907 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3632962.000000 Penalty: 5057.053223
	Iteration 96Q: 3 clusters Score -3632962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3633026.000000 Penalty: 5057.053223
	Iteration 97Q: 3 clusters Score -3633026 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3633062.000000 Penalty: 5057.053223
	Iteration 98Q: 3 clusters Score -3633062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3633112.500000 Penalty: 5057.053223
	Iteration 99Q: 3 clusters Score -3633112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3633177.250000 Penalty: 5057.053223
	Iteration 100F: 3 clusters Score -3633177 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3633234.750000 Penalty: 5057.053223
	Iteration 101Q: 3 clusters Score -3633235 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3633269.750000 Penalty: 5057.053223
	Iteration 102Q: 3 clusters Score -3633270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3633302.000000 Penalty: 5057.053223
	Iteration 103Q: 3 clusters Score -3633302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3633326.000000 Penalty: 5057.053223
	Iteration 104Q: 3 clusters Score -3633326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3633362.000000 Penalty: 5057.053223
	Iteration 105Q: 3 clusters Score -3633362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3633376.000000 Penalty: 5057.053223
	Iteration 106Q: 3 clusters Score -3633376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3633394.750000 Penalty: 5057.053223
	Iteration 107Q: 3 clusters Score -3633395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3633416.250000 Penalty: 5057.053223
	Iteration 108Q: 3 clusters Score -3633416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3633437.000000 Penalty: 5057.053223
	Iteration 109Q: 3 clusters Score -3633437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3633459.750000 Penalty: 5057.053223
	Iteration 110Q: 3 clusters Score -3633460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3633472.250000 Penalty: 5057.053223
	Iteration 111Q: 3 clusters Score -3633472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3633488.000000 Penalty: 5057.053223
	Iteration 112Q: 3 clusters Score -3633488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3633501.250000 Penalty: 5057.053223
	Iteration 113Q: 3 clusters Score -3633501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3633510.250000 Penalty: 5057.053223
	Iteration 114Q: 3 clusters Score -3633510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3633521.750000 Penalty: 5057.053223
	Iteration 115Q: 3 clusters Score -3633522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3633540.000000 Penalty: 5057.053223
	Iteration 116Q: 3 clusters Score -3633540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3633543.250000 Penalty: 5057.053223
	Iteration 117Q: 3 clusters Score -3633543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3633545.750000 Penalty: 5057.053223
	Iteration 118Q: 3 clusters Score -3633546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3633551.750000 Penalty: 5057.053223
	Iteration 119Q: 3 clusters Score -3633552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3633556.750000 Penalty: 5057.053223
	Iteration 120F: 3 clusters Score -3633557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3633556.000000 Penalty: 5057.053223
	Iteration 121Q: 3 clusters Score -3633556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3633553.250000 Penalty: 5057.053223
	Iteration 122Q: 3 clusters Score -3633553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3633554.750000 Penalty: 5057.053223
	Iteration 123Q: 3 clusters Score -3633555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3633552.000000 Penalty: 5057.053223
	Iteration 124Q: 3 clusters Score -3633552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3633554.000000 Penalty: 5057.053223
	Iteration 125Q: 3 clusters Score -3633554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3633554.250000 Penalty: 5057.053223
	Iteration 126Q: 3 clusters Score -3633554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3633552.750000 Penalty: 5057.053223
	Iteration 127Q: 3 clusters Score -3633553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3633549.500000 Penalty: 5057.053223
	Iteration 128Q: 3 clusters Score -3633550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3633549.500000 Penalty: 5057.053223
	Iteration 129F: 3 clusters Score -3633550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -72242.148438 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -72242.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70710.960938 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -70710.96 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71104.656250 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -71104.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71297.132812 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -71297.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71404.843750 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -71404.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71466.445312 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -71466.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71505.171875 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -71505.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71574.328125 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -71574.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71593.210938 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -71593.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71596.562500 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -71596.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71605.484375 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -71605.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71606.515625 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -71606.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71607.312500 Penalty: 3189.140869
	Iteration 11F: 3 clusters Score -71607.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71622.476562 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -71622.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71680.093750 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -71680.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71718.906250 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -71718.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71740.187500 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -71740.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71761.531250 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -71761.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71771.867188 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -71771.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71783.695312 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -71783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71792.109375 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -71792.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71795.054688 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -71795.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71795.945312 Penalty: 3189.140869
	Iteration 21Q: 3 clusters Score -71795.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71795.945312 Penalty: 3189.140869
	Iteration 22F: 3 clusters Score -71795.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -115554.445312 Penalty: 1722.850098
	Iteration 0F: 2 clusters Score -115554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113667.851562 Penalty: 3445.700195
	Iteration 0F: 3 clusters Score -113667.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114529.898438 Penalty: 3445.700195
	Iteration 1F: 3 clusters Score -114529.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115224.046875 Penalty: 3445.700195
	Iteration 2F: 3 clusters Score -115224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -115716.281250 Penalty: 3445.700195
	Iteration 3F: 3 clusters Score -115716.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116042.773438 Penalty: 3445.700195
	Iteration 4F: 3 clusters Score -116042.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116834.070312 Penalty: 3445.700195
	Iteration 5Q: 3 clusters Score -116834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116965.851562 Penalty: 3445.700195
	Iteration 6Q: 3 clusters Score -116965.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117020.250000 Penalty: 3445.700195
	Iteration 7Q: 3 clusters Score -117020.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117196.250000 Penalty: 3445.700195
	Iteration 8Q: 3 clusters Score -117196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117526.343750 Penalty: 3445.700195
	Iteration 9Q: 3 clusters Score -117526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -117655.085938 Penalty: 3445.700195
	Iteration 10Q: 3 clusters Score -117655.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117704.328125 Penalty: 3445.700195
	Iteration 11Q: 3 clusters Score -117704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117721.312500 Penalty: 3445.700195
	Iteration 12Q: 3 clusters Score -117721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -117723.203125 Penalty: 3445.700195
	Iteration 13Q: 3 clusters Score -117723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -117730.367188 Penalty: 3445.700195
	Iteration 14Q: 3 clusters Score -117730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -117733.500000 Penalty: 3445.700195
	Iteration 15Q: 3 clusters Score -117733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -117734.328125 Penalty: 3445.700195
	Iteration 16Q: 3 clusters Score -117734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -117742.828125 Penalty: 3445.700195
	Iteration 17F: 3 clusters Score -117742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -117762.562500 Penalty: 3445.700195
	Iteration 18Q: 3 clusters Score -117762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -117770.460938 Penalty: 3445.700195
	Iteration 19Q: 3 clusters Score -117770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -117773.382812 Penalty: 3445.700195
	Iteration 20F: 3 clusters Score -117773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -117782.414062 Penalty: 3445.700195
	Iteration 21Q: 3 clusters Score -117782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -117794.187500 Penalty: 3445.700195
	Iteration 22Q: 3 clusters Score -117794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -117798.281250 Penalty: 3445.700195
	Iteration 23Q: 3 clusters Score -117798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -117813.359375 Penalty: 3445.700195
	Iteration 24Q: 3 clusters Score -117813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117829.726562 Penalty: 3445.700195
	Iteration 25Q: 3 clusters Score -117829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -117835.492188 Penalty: 3445.700195
	Iteration 26Q: 3 clusters Score -117835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117841.890625 Penalty: 3445.700195
	Iteration 27Q: 3 clusters Score -117841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117841.890625 Penalty: 3445.700195
	Iteration 28F: 3 clusters Score -117841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 148491 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 25948 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26787 members 
Mstep: Class 13 contains 302 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 34286 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2729 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48356 members 
Entering Unmasked Estep 
Score: -62760080.000000 Penalty: 64844.812500
Splitting cluster 15 changes total score from -62759316.000000 to -62760080.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 16 (34286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Entering Unmasked Estep 
Score: -4676420.000000 Penalty: 2589.738037
	Iteration 0F: 2 clusters Score -4676420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4653009.500000 Penalty: 5179.476074
	Iteration 0F: 3 clusters Score -4653010 nChanged 15600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4661757.000000 Penalty: 5179.476074
	Iteration 1F: 3 clusters Score -4661757 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4662232.000000 Penalty: 5179.476074
	Iteration 2Q: 3 clusters Score -4662232 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4662653.000000 Penalty: 5179.476074
	Iteration 3Q: 3 clusters Score -4662653 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4663087.500000 Penalty: 5179.476074
	Iteration 4Q: 3 clusters Score -4663088 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4663567.500000 Penalty: 5179.476074
	Iteration 5Q: 3 clusters Score -4663568 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4664203.000000 Penalty: 5179.476074
	Iteration 6Q: 3 clusters Score -4664203 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4664936.000000 Penalty: 5179.476074
	Iteration 7Q: 3 clusters Score -4664936 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4665951.500000 Penalty: 5179.476074
	Iteration 8F: 3 clusters Score -4665952 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -4667292.500000 Penalty: 5179.476074
	Iteration 9F: 3 clusters Score -4667292 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -4668855.000000 Penalty: 5179.476074
	Iteration 10F: 3 clusters Score -4668855 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4670329.500000 Penalty: 5179.476074
	Iteration 11Q: 3 clusters Score -4670330 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4671479.500000 Penalty: 5179.476074
	Iteration 12Q: 3 clusters Score -4671480 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4672255.000000 Penalty: 5179.476074
	Iteration 13Q: 3 clusters Score -4672255 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4672745.000000 Penalty: 5179.476074
	Iteration 14Q: 3 clusters Score -4672745 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4673078.500000 Penalty: 5179.476074
	Iteration 15Q: 3 clusters Score -4673078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4673316.500000 Penalty: 5179.476074
	Iteration 16Q: 3 clusters Score -4673316 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4673459.000000 Penalty: 5179.476074
	Iteration 17Q: 3 clusters Score -4673459 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4673576.000000 Penalty: 5179.476074
	Iteration 18Q: 3 clusters Score -4673576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4673681.500000 Penalty: 5179.476074
	Iteration 19Q: 3 clusters Score -4673682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4673775.500000 Penalty: 5179.476074
	Iteration 20F: 3 clusters Score -4673776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4673845.000000 Penalty: 5179.476074
	Iteration 21Q: 3 clusters Score -4673845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4673891.500000 Penalty: 5179.476074
	Iteration 22Q: 3 clusters Score -4673892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4673937.000000 Penalty: 5179.476074
	Iteration 23Q: 3 clusters Score -4673937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4673977.500000 Penalty: 5179.476074
	Iteration 24Q: 3 clusters Score -4673978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4673994.500000 Penalty: 5179.476074
	Iteration 25Q: 3 clusters Score -4673994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4674014.500000 Penalty: 5179.476074
	Iteration 26Q: 3 clusters Score -4674014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4674048.000000 Penalty: 5179.476074
	Iteration 27Q: 3 clusters Score -4674048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4674065.000000 Penalty: 5179.476074
	Iteration 28Q: 3 clusters Score -4674065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4674073.000000 Penalty: 5179.476074
	Iteration 29Q: 3 clusters Score -4674073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4674086.000000 Penalty: 5179.476074
	Iteration 30Q: 3 clusters Score -4674086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4674099.000000 Penalty: 5179.476074
	Iteration 31Q: 3 clusters Score -4674099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4674103.000000 Penalty: 5179.476074
	Iteration 32Q: 3 clusters Score -4674103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4674109.500000 Penalty: 5179.476074
	Iteration 33Q: 3 clusters Score -4674110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4674118.500000 Penalty: 5179.476074
	Iteration 34Q: 3 clusters Score -4674118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4674128.000000 Penalty: 5179.476074
	Iteration 35Q: 3 clusters Score -4674128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4674129.000000 Penalty: 5179.476074
	Iteration 36Q: 3 clusters Score -4674129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4674130.500000 Penalty: 5179.476074
	Iteration 37Q: 3 clusters Score -4674130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4674138.000000 Penalty: 5179.476074
	Iteration 38Q: 3 clusters Score -4674138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4674144.500000 Penalty: 5179.476074
	Iteration 39Q: 3 clusters Score -4674144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4674143.000000 Penalty: 5179.476074
	Iteration 40F: 3 clusters Score -4674143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4674148.500000 Penalty: 5179.476074
	Iteration 41Q: 3 clusters Score -4674148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4674150.500000 Penalty: 5179.476074
	Iteration 42Q: 3 clusters Score -4674150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4674150.500000 Penalty: 5179.476074
	Iteration 43Q: 3 clusters Score -4674150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4674157.500000 Penalty: 5179.476074
	Iteration 44Q: 3 clusters Score -4674158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4674160.500000 Penalty: 5179.476074
	Iteration 45Q: 3 clusters Score -4674160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4674161.000000 Penalty: 5179.476074
	Iteration 46Q: 3 clusters Score -4674161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4674166.500000 Penalty: 5179.476074
	Iteration 47Q: 3 clusters Score -4674166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4674171.000000 Penalty: 5179.476074
	Iteration 48Q: 3 clusters Score -4674171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4674171.000000 Penalty: 5179.476074
	Iteration 49Q: 3 clusters Score -4674171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4674171.500000 Penalty: 5179.476074
	Iteration 50Q: 3 clusters Score -4674172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4674171.500000 Penalty: 5179.476074
	Iteration 51F: 3 clusters Score -4674172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -48119.187500 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -48119.19 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 238 members 
Entering Unmasked Estep 
Score: -46795.984375 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -46795.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47450.785156 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -47450.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47698.164062 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -47698.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47803.093750 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -47803.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47917.207031 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -47917.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48063.214844 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -48063.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48107.933594 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -48107.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48144.230469 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -48144.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48182.476562 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -48182.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48209.101562 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -48209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48218.519531 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -48218.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48279.332031 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -48279.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48367.832031 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -48367.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48417.121094 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -48417.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48445.027344 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -48445.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48453.023438 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -48453.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48461.480469 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -48461.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48488.625000 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -48488.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48492.414062 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -48492.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48492.414062 Penalty: 3076.457764
	Iteration 19F: 3 clusters Score -48492.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 148491 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 25948 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26787 members 
Mstep: Class 13 contains 302 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 34286 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 2729 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48356 members 
Mstep: Class 21 contains 170 members 
Entering Unmasked Estep 
Score: -62758732.000000 Penalty: 68087.054688
Splitting cluster 17 changes total score from -62759316.000000 to -62758732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -348659.500000 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -348659.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -345531.343750 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -345531.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -346113.593750 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -346113.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -346261.343750 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -346261.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346359.531250 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -346359.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -346457.187500 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -346457.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -346553.562500 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -346553.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -346624.656250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -346624.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -346688.468750 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -346688.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -346764.656250 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -346764.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -346817.375000 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -346817.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -346862.031250 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -346862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -346895.968750 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -346896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -346919.406250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -346919.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -346946.000000 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -346946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -346975.000000 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -346975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -346994.875000 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -346994.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -347012.687500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -347012.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -347030.968750 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -347031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -347042.562500 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -347042.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -347061.968750 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -347062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -347083.093750 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -347083.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -347093.156250 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -347093.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -347104.531250 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -347104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -347112.812500 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -347112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -347119.093750 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -347119.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -347125.593750 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -347125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -347132.562500 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -347132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -347141.781250 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -347141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -347150.000000 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -347150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -347160.250000 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -347160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -347167.125000 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -347167.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -347172.406250 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -347172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -347182.250000 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -347182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -347188.437500 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -347188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -347195.312500 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -347195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -347199.937500 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -347199.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -347204.875000 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -347204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -347208.375000 Penalty: 3924.198486
	Iteration 37Q: 3 clusters Score -347208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -347212.968750 Penalty: 3924.198486
	Iteration 38Q: 3 clusters Score -347213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -347213.625000 Penalty: 3924.198486
	Iteration 39Q: 3 clusters Score -347213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -347215.437500 Penalty: 3924.198486
	Iteration 40F: 3 clusters Score -347215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -347217.375000 Penalty: 3924.198486
	Iteration 41Q: 3 clusters Score -347217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -347218.500000 Penalty: 3924.198486
	Iteration 42Q: 3 clusters Score -347218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -347219.437500 Penalty: 3924.198486
	Iteration 43Q: 3 clusters Score -347219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -347219.437500 Penalty: 3924.198486
	Iteration 44F: 3 clusters Score -347219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -18436.068359 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -18436.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17451.179688 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -17451.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17690.277344 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -17690.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17790.320312 Penalty: 2686.385742
	Iteration 2F: 3 clusters Score -17790.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17958.017578 Penalty: 2686.385742
	Iteration 3F: 3 clusters Score -17958.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18099.019531 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -18099.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18157.015625 Penalty: 2686.385742
	Iteration 5Q: 3 clusters Score -18157.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18189.214844 Penalty: 2686.385742
	Iteration 6Q: 3 clusters Score -18189.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18233.312500 Penalty: 2686.385742
	Iteration 7Q: 3 clusters Score -18233.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18272.498047 Penalty: 2686.385742
	Iteration 8Q: 3 clusters Score -18272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18280.320312 Penalty: 2686.385742
	Iteration 9Q: 3 clusters Score -18280.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18284.460938 Penalty: 2686.385742
	Iteration 10F: 3 clusters Score -18284.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18370.800781 Penalty: 2686.385742
	Iteration 11Q: 3 clusters Score -18370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18402.275391 Penalty: 2686.385742
	Iteration 12Q: 3 clusters Score -18402.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18413.677734 Penalty: 2686.385742
	Iteration 13Q: 3 clusters Score -18413.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18413.677734 Penalty: 2686.385742
	Iteration 14F: 3 clusters Score -18413.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Entering Unmasked Estep 
Score: -6334931.000000 Penalty: 2675.013672
	Iteration 0F: 2 clusters Score -6334931 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 24174 members 
Entering Unmasked Estep 
Score: -6302184.000000 Penalty: 5350.027344
	Iteration 0F: 3 clusters Score -6302184 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -6314284.000000 Penalty: 5350.027344
	Iteration 1F: 3 clusters Score -6314284 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6314726.500000 Penalty: 5350.027344
	Iteration 2Q: 3 clusters Score -6314726 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -6315069.000000 Penalty: 5350.027344
	Iteration 3Q: 3 clusters Score -6315069 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6315372.000000 Penalty: 5350.027344
	Iteration 4Q: 3 clusters Score -6315372 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -6315646.500000 Penalty: 5350.027344
	Iteration 5Q: 3 clusters Score -6315646 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6315938.000000 Penalty: 5350.027344
	Iteration 6Q: 3 clusters Score -6315938 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -6316218.500000 Penalty: 5350.027344
	Iteration 7Q: 3 clusters Score -6316218 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -6316625.500000 Penalty: 5350.027344
	Iteration 8Q: 3 clusters Score -6316626 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6317095.000000 Penalty: 5350.027344
	Iteration 9Q: 3 clusters Score -6317095 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -6317672.000000 Penalty: 5350.027344
	Iteration 10Q: 3 clusters Score -6317672 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -6318437.000000 Penalty: 5350.027344
	Iteration 11Q: 3 clusters Score -6318437 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -6319358.500000 Penalty: 5350.027344
	Iteration 12Q: 3 clusters Score -6319358 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -6320626.000000 Penalty: 5350.027344
	Iteration 13Q: 3 clusters Score -6320626 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -6322021.500000 Penalty: 5350.027344
	Iteration 14Q: 3 clusters Score -6322022 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -6323532.500000 Penalty: 5350.027344
	Iteration 15F: 3 clusters Score -6323532 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -6324793.000000 Penalty: 5350.027344
	Iteration 16Q: 3 clusters Score -6324793 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6325783.500000 Penalty: 5350.027344
	Iteration 17Q: 3 clusters Score -6325784 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6326602.000000 Penalty: 5350.027344
	Iteration 18Q: 3 clusters Score -6326602 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6327326.000000 Penalty: 5350.027344
	Iteration 19Q: 3 clusters Score -6327326 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -6328026.500000 Penalty: 5350.027344
	Iteration 20F: 3 clusters Score -6328026 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -6328553.500000 Penalty: 5350.027344
	Iteration 21Q: 3 clusters Score -6328554 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -6329207.500000 Penalty: 5350.027344
	Iteration 22Q: 3 clusters Score -6329208 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -6329854.500000 Penalty: 5350.027344
	Iteration 23Q: 3 clusters Score -6329854 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6330470.500000 Penalty: 5350.027344
	Iteration 24Q: 3 clusters Score -6330470 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6330960.500000 Penalty: 5350.027344
	Iteration 25Q: 3 clusters Score -6330960 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6331428.000000 Penalty: 5350.027344
	Iteration 26Q: 3 clusters Score -6331428 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6331823.000000 Penalty: 5350.027344
	Iteration 27Q: 3 clusters Score -6331823 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6332150.500000 Penalty: 5350.027344
	Iteration 28Q: 3 clusters Score -6332150 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6332357.000000 Penalty: 5350.027344
	Iteration 29Q: 3 clusters Score -6332357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6332456.000000 Penalty: 5350.027344
	Iteration 30Q: 3 clusters Score -6332456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6332515.500000 Penalty: 5350.027344
	Iteration 31Q: 3 clusters Score -6332516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6332554.000000 Penalty: 5350.027344
	Iteration 32Q: 3 clusters Score -6332554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6332588.000000 Penalty: 5350.027344
	Iteration 33Q: 3 clusters Score -6332588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6332597.000000 Penalty: 5350.027344
	Iteration 34Q: 3 clusters Score -6332597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6332624.500000 Penalty: 5350.027344
	Iteration 35Q: 3 clusters Score -6332624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6332634.000000 Penalty: 5350.027344
	Iteration 36Q: 3 clusters Score -6332634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6332655.500000 Penalty: 5350.027344
	Iteration 37Q: 3 clusters Score -6332656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6332663.500000 Penalty: 5350.027344
	Iteration 38Q: 3 clusters Score -6332664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6332657.000000 Penalty: 5350.027344
	Iteration 39Q: 3 clusters Score -6332657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6332682.000000 Penalty: 5350.027344
	Iteration 40F: 3 clusters Score -6332682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6332680.500000 Penalty: 5350.027344
	Iteration 41Q: 3 clusters Score -6332680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6332677.000000 Penalty: 5350.027344
	Iteration 42Q: 3 clusters Score -6332677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6332673.500000 Penalty: 5350.027344
	Iteration 43Q: 3 clusters Score -6332674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6332674.500000 Penalty: 5350.027344
	Iteration 44Q: 3 clusters Score -6332674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6332672.000000 Penalty: 5350.027344
	Iteration 45Q: 3 clusters Score -6332672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6332668.500000 Penalty: 5350.027344
	Iteration 46Q: 3 clusters Score -6332668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6332668.500000 Penalty: 5350.027344
	Iteration 47Q: 3 clusters Score -6332668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6332669.500000 Penalty: 5350.027344
	Iteration 48Q: 3 clusters Score -6332670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6332665.500000 Penalty: 5350.027344
	Iteration 49Q: 3 clusters Score -6332666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6332673.000000 Penalty: 5350.027344
	Iteration 50Q: 3 clusters Score -6332673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6332676.500000 Penalty: 5350.027344
	Iteration 51Q: 3 clusters Score -6332676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6332678.500000 Penalty: 5350.027344
	Iteration 52Q: 3 clusters Score -6332678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6332678.500000 Penalty: 5350.027344
	Iteration 53F: 3 clusters Score -6332678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 148491 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 25948 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26787 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 34286 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 2729 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760096.000000 Penalty: 64844.812500
Iteration 119Q: 21 clusters Score -6.27601e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 148356 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 25962 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26825 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 34297 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 2730 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 48370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761576.000000 Penalty: 64844.812500
Iteration 120F: 21 clusters Score -6.276158e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 142545 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 148254 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 25960 members 
Mstep: Class 11 contains 22498 members 
Mstep: Class 12 contains 26860 members 
Mstep: Class 13 contains 304 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34302 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 252 members 
Mstep: Class 20 contains 48378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762532.000000 Penalty: 64844.812500
Iteration 121Q: 21 clusters Score -6.276253e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142561 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 1003 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 148168 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 25972 members 
Mstep: Class 11 contains 22496 members 
Mstep: Class 12 contains 26897 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34300 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 48383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762616.000000 Penalty: 64844.812500
Iteration 122Q: 21 clusters Score -6.276262e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142588 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7637 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 148064 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 25976 members 
Mstep: Class 11 contains 22498 members 
Mstep: Class 12 contains 26931 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34302 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762708.000000 Penalty: 64844.812500
Iteration 123Q: 21 clusters Score -6.276271e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142648 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 147954 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 25969 members 
Mstep: Class 11 contains 22496 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34311 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762772.000000 Penalty: 64844.812500
Iteration 124Q: 21 clusters Score -6.276277e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 147863 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 26988 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762760.000000 Penalty: 64844.812500
Iteration 125Q: 21 clusters Score -6.276276e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7672 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 147786 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 25966 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27021 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2739 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762796.000000 Penalty: 64844.812500
Iteration 126Q: 21 clusters Score -6.27628e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7684 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 147700 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 25976 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27053 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34323 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762708.000000 Penalty: 64844.812500
Iteration 127Q: 21 clusters Score -6.276271e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7696 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 147620 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 25980 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27081 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34324 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762784.000000 Penalty: 64844.812500
Iteration 128Q: 21 clusters Score -6.276278e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 147534 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 25987 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27098 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34323 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762752.000000 Penalty: 64844.812500
Iteration 129Q: 21 clusters Score -6.276275e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 147463 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 25987 members 
Mstep: Class 11 contains 22490 members 
Mstep: Class 12 contains 27121 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34324 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762812.000000 Penalty: 64844.812500
Iteration 130Q: 21 clusters Score -6.276281e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 147385 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 25987 members 
Mstep: Class 11 contains 22491 members 
Mstep: Class 12 contains 27147 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762760.000000 Penalty: 64844.812500
Iteration 131Q: 21 clusters Score -6.276276e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 147319 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 25993 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762792.000000 Penalty: 64844.812500
Iteration 132Q: 21 clusters Score -6.276279e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 147266 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 25996 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27184 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34318 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762700.000000 Penalty: 64844.812500
Iteration 133Q: 21 clusters Score -6.27627e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 147222 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 25992 members 
Mstep: Class 11 contains 22491 members 
Mstep: Class 12 contains 27200 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762756.000000 Penalty: 64844.812500
Iteration 134Q: 21 clusters Score -6.276276e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142826 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 147162 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 25998 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 27226 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762792.000000 Penalty: 64844.812500
Iteration 135Q: 21 clusters Score -6.276279e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7824 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 147111 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 26006 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34316 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762860.000000 Penalty: 64844.812500
Iteration 136Q: 21 clusters Score -6.276286e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142839 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7833 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 147057 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34314 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762948.000000 Penalty: 64844.812500
Iteration 137Q: 21 clusters Score -6.276295e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 147011 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762856.000000 Penalty: 64844.812500
Iteration 138Q: 21 clusters Score -6.276286e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 146937 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 27291 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762816.000000 Penalty: 64844.812500
Iteration 139Q: 21 clusters Score -6.276282e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146879 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2760 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 48538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763188.000000 Penalty: 64844.812500
Iteration 140F: 21 clusters Score -6.276319e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 142948 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146825 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 26015 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 48543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763184.000000 Penalty: 64844.812500
Iteration 141Q: 21 clusters Score -6.276318e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146762 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 26015 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 27329 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 252 members 
Mstep: Class 20 contains 48549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763204.000000 Penalty: 64844.812500
Iteration 142Q: 21 clusters Score -6.27632e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146690 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 26015 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 27341 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34316 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 48552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763280.000000 Penalty: 64844.812500
Iteration 143Q: 21 clusters Score -6.276328e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146613 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 22493 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34315 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763248.000000 Penalty: 64844.812500
Iteration 144Q: 21 clusters Score -6.276325e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146531 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 26023 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27372 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763300.000000 Penalty: 64844.812500
Iteration 145Q: 21 clusters Score -6.27633e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143160 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146459 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 26033 members 
Mstep: Class 11 contains 22493 members 
Mstep: Class 12 contains 27392 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763236.000000 Penalty: 64844.812500
Iteration 146Q: 21 clusters Score -6.276324e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146380 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 26043 members 
Mstep: Class 11 contains 22493 members 
Mstep: Class 12 contains 27407 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763280.000000 Penalty: 64844.812500
Iteration 147Q: 21 clusters Score -6.276328e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143218 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146320 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5658 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 27420 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763276.000000 Penalty: 64844.812500
Iteration 148Q: 21 clusters Score -6.276328e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143224 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146272 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 22496 members 
Mstep: Class 12 contains 27435 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763228.000000 Penalty: 64844.812500
Iteration 149Q: 21 clusters Score -6.276323e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146226 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 26063 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 27449 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34323 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763212.000000 Penalty: 64844.812500
Iteration 150Q: 21 clusters Score -6.276321e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 7953 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146182 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 22493 members 
Mstep: Class 12 contains 27461 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34331 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763292.000000 Penalty: 64844.812500
Iteration 151Q: 21 clusters Score -6.276329e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143271 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 7955 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146144 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 26063 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27471 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34332 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763260.000000 Penalty: 64844.812500
Iteration 152Q: 21 clusters Score -6.276326e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143286 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146112 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 26062 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 27481 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34331 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763268.000000 Penalty: 64844.812500
Iteration 153Q: 21 clusters Score -6.276327e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 26064 members 
Mstep: Class 11 contains 22491 members 
Mstep: Class 12 contains 27494 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34332 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763248.000000 Penalty: 64844.812500
Iteration 154Q: 21 clusters Score -6.276325e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 146023 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 22490 members 
Mstep: Class 12 contains 27507 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34332 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763240.000000 Penalty: 64844.812500
Iteration 155Q: 21 clusters Score -6.276324e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143354 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145968 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 26078 members 
Mstep: Class 11 contains 22489 members 
Mstep: Class 12 contains 27523 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34334 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763228.000000 Penalty: 64844.812500
Iteration 156Q: 21 clusters Score -6.276323e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145940 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26082 members 
Mstep: Class 11 contains 22488 members 
Mstep: Class 12 contains 27534 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34337 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763212.000000 Penalty: 64844.812500
Iteration 157Q: 21 clusters Score -6.276321e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7975 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145905 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26083 members 
Mstep: Class 11 contains 22488 members 
Mstep: Class 12 contains 27539 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34341 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763200.000000 Penalty: 64844.812500
Iteration 158Q: 21 clusters Score -6.27632e+07 nChanged 82
Entering ConstructFrom: 
Score: -62763200.000000 Penalty: 64844.812500
Entering ConstructFrom: 
Trying to split cluster 1 (143394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Entering Unmasked Estep 
Score: -19182820.000000 Penalty: 2944.591064
	Iteration 0F: 2 clusters Score -1.918282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -19101180.000000 Penalty: 5889.182129
	Iteration 0F: 3 clusters Score -1.910118e+07 nChanged 68409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -19141696.000000 Penalty: 5889.182129
	Iteration 1F: 3 clusters Score -1.91417e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -19143466.000000 Penalty: 5889.182129
	Iteration 2Q: 3 clusters Score -1.914347e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -19146544.000000 Penalty: 5889.182129
	Iteration 3Q: 3 clusters Score -1.914654e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -19150768.000000 Penalty: 5889.182129
	Iteration 4F: 3 clusters Score -1.915077e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -19156952.000000 Penalty: 5889.182129
	Iteration 5F: 3 clusters Score -1.915695e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -19165142.000000 Penalty: 5889.182129
	Iteration 6F: 3 clusters Score -1.916514e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -19174084.000000 Penalty: 5889.182129
	Iteration 7F: 3 clusters Score -1.917408e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -19180100.000000 Penalty: 5889.182129
	Iteration 8F: 3 clusters Score -1.91801e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -19181944.000000 Penalty: 5889.182129
	Iteration 9Q: 3 clusters Score -1.918194e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -19182494.000000 Penalty: 5889.182129
	Iteration 10Q: 3 clusters Score -1.918249e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -19182872.000000 Penalty: 5889.182129
	Iteration 11Q: 3 clusters Score -1.918287e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -19183116.000000 Penalty: 5889.182129
	Iteration 12Q: 3 clusters Score -1.918312e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -19183222.000000 Penalty: 5889.182129
	Iteration 13Q: 3 clusters Score -1.918322e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -19183150.000000 Penalty: 5889.182129
	Iteration 14Q: 3 clusters Score -1.918315e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -19183182.000000 Penalty: 5889.182129
	Iteration 15Q: 3 clusters Score -1.918318e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -19183278.000000 Penalty: 5889.182129
	Iteration 16Q: 3 clusters Score -1.918328e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -19183254.000000 Penalty: 5889.182129
	Iteration 17Q: 3 clusters Score -1.918325e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -19183384.000000 Penalty: 5889.182129
	Iteration 18Q: 3 clusters Score -1.918338e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -19183506.000000 Penalty: 5889.182129
	Iteration 19Q: 3 clusters Score -1.918351e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -19183546.000000 Penalty: 5889.182129
	Iteration 20F: 3 clusters Score -1.918355e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -19183690.000000 Penalty: 5889.182129
	Iteration 21Q: 3 clusters Score -1.918369e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -19183740.000000 Penalty: 5889.182129
	Iteration 22Q: 3 clusters Score -1.918374e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -19183862.000000 Penalty: 5889.182129
	Iteration 23Q: 3 clusters Score -1.918386e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -19183944.000000 Penalty: 5889.182129
	Iteration 24Q: 3 clusters Score -1.918394e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -19184162.000000 Penalty: 5889.182129
	Iteration 25Q: 3 clusters Score -1.918416e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -19184318.000000 Penalty: 5889.182129
	Iteration 26Q: 3 clusters Score -1.918432e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -19184472.000000 Penalty: 5889.182129
	Iteration 27Q: 3 clusters Score -1.918447e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -19184572.000000 Penalty: 5889.182129
	Iteration 28Q: 3 clusters Score -1.918457e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -19184692.000000 Penalty: 5889.182129
	Iteration 29Q: 3 clusters Score -1.918469e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -19184756.000000 Penalty: 5889.182129
	Iteration 30Q: 3 clusters Score -1.918476e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -19184768.000000 Penalty: 5889.182129
	Iteration 31Q: 3 clusters Score -1.918477e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -19184792.000000 Penalty: 5889.182129
	Iteration 32Q: 3 clusters Score -1.918479e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -19184882.000000 Penalty: 5889.182129
	Iteration 33Q: 3 clusters Score -1.918488e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -19184976.000000 Penalty: 5889.182129
	Iteration 34Q: 3 clusters Score -1.918498e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -19185036.000000 Penalty: 5889.182129
	Iteration 35Q: 3 clusters Score -1.918504e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -19185056.000000 Penalty: 5889.182129
	Iteration 36Q: 3 clusters Score -1.918506e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -19185090.000000 Penalty: 5889.182129
	Iteration 37Q: 3 clusters Score -1.918509e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -19185098.000000 Penalty: 5889.182129
	Iteration 38Q: 3 clusters Score -1.91851e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -19185148.000000 Penalty: 5889.182129
	Iteration 39Q: 3 clusters Score -1.918515e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -19185150.000000 Penalty: 5889.182129
	Iteration 40F: 3 clusters Score -1.918515e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -19185140.000000 Penalty: 5889.182129
	Iteration 41Q: 3 clusters Score -1.918514e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -19185116.000000 Penalty: 5889.182129
	Iteration 42Q: 3 clusters Score -1.918512e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -19185128.000000 Penalty: 5889.182129
	Iteration 43Q: 3 clusters Score -1.918513e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -19185124.000000 Penalty: 5889.182129
	Iteration 44Q: 3 clusters Score -1.918512e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -19185128.000000 Penalty: 5889.182129
	Iteration 45Q: 3 clusters Score -1.918513e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -19185138.000000 Penalty: 5889.182129
	Iteration 46Q: 3 clusters Score -1.918514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -19185126.000000 Penalty: 5889.182129
	Iteration 47Q: 3 clusters Score -1.918513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -19185148.000000 Penalty: 5889.182129
	Iteration 48Q: 3 clusters Score -1.918515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -19185140.000000 Penalty: 5889.182129
	Iteration 49Q: 3 clusters Score -1.918514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -19185128.000000 Penalty: 5889.182129
	Iteration 50Q: 3 clusters Score -1.918513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -19185152.000000 Penalty: 5889.182129
	Iteration 51Q: 3 clusters Score -1.918515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -19185132.000000 Penalty: 5889.182129
	Iteration 52Q: 3 clusters Score -1.918513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -19185134.000000 Penalty: 5889.182129
	Iteration 53Q: 3 clusters Score -1.918513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -19185146.000000 Penalty: 5889.182129
	Iteration 54Q: 3 clusters Score -1.918515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -19185150.000000 Penalty: 5889.182129
	Iteration 55Q: 3 clusters Score -1.918515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -19185132.000000 Penalty: 5889.182129
	Iteration 56Q: 3 clusters Score -1.918513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -19185144.000000 Penalty: 5889.182129
	Iteration 57Q: 3 clusters Score -1.918514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -19185148.000000 Penalty: 5889.182129
	Iteration 58Q: 3 clusters Score -1.918515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -19185148.000000 Penalty: 5889.182129
	Iteration 59Q: 3 clusters Score -1.918515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -19185168.000000 Penalty: 5889.182129
	Iteration 60F: 3 clusters Score -1.918517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -19185162.000000 Penalty: 5889.182129
	Iteration 61Q: 3 clusters Score -1.918516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -19185168.000000 Penalty: 5889.182129
	Iteration 62Q: 3 clusters Score -1.918517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -19185162.000000 Penalty: 5889.182129
	Iteration 63Q: 3 clusters Score -1.918516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -19185168.000000 Penalty: 5889.182129
	Iteration 64Q: 3 clusters Score -1.918517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -19185160.000000 Penalty: 5889.182129
	Iteration 65Q: 3 clusters Score -1.918516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -19185166.000000 Penalty: 5889.182129
	Iteration 66Q: 3 clusters Score -1.918517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -19185166.000000 Penalty: 5889.182129
	Iteration 67Q: 3 clusters Score -1.918517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -19185166.000000 Penalty: 5889.182129
	Iteration 68Q: 3 clusters Score -1.918517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -19185164.000000 Penalty: 5889.182129
	Iteration 69Q: 3 clusters Score -1.918516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -19185160.000000 Penalty: 5889.182129
	Iteration 70Q: 3 clusters Score -1.918516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -19185160.000000 Penalty: 5889.182129
	Iteration 71F: 3 clusters Score -1.918516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145873 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26085 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 27541 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34344 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48599 members 
Mstep: Class 21 contains 49752 members 
Entering Unmasked Estep 
Score: -62764592.000000 Penalty: 68087.054688
Splitting cluster 1 changes total score from -62763200.000000 to -62764592.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -396864.968750 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -396865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -393523.812500 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -393523.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -394259.250000 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -394259.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -394435.906250 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -394435.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -394523.062500 Penalty: 3997.087158
	Iteration 3Q: 3 clusters Score -394523.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -394595.000000 Penalty: 3997.087158
	Iteration 4Q: 3 clusters Score -394595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -394642.593750 Penalty: 3997.087158
	Iteration 5Q: 3 clusters Score -394642.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -394673.781250 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -394673.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -394702.000000 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -394702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -394728.562500 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -394728.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -394754.718750 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -394754.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -394777.968750 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -394778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -394792.781250 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -394792.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -394808.437500 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -394808.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -394821.437500 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -394821.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -394834.093750 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -394834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -394847.531250 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -394847.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -394861.250000 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -394861.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -394875.656250 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -394875.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -394889.406250 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -394889.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -394909.531250 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -394909.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -394931.718750 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -394931.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -394950.750000 Penalty: 3997.087158
	Iteration 21Q: 3 clusters Score -394950.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -394971.156250 Penalty: 3997.087158
	Iteration 22Q: 3 clusters Score -394971.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -394990.093750 Penalty: 3997.087158
	Iteration 23Q: 3 clusters Score -394990.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -395009.625000 Penalty: 3997.087158
	Iteration 24Q: 3 clusters Score -395009.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -395025.062500 Penalty: 3997.087158
	Iteration 25Q: 3 clusters Score -395025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -395036.625000 Penalty: 3997.087158
	Iteration 26Q: 3 clusters Score -395036.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -395049.343750 Penalty: 3997.087158
	Iteration 27Q: 3 clusters Score -395049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -395056.718750 Penalty: 3997.087158
	Iteration 28Q: 3 clusters Score -395056.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -395064.781250 Penalty: 3997.087158
	Iteration 29Q: 3 clusters Score -395064.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -395076.093750 Penalty: 3997.087158
	Iteration 30Q: 3 clusters Score -395076.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -395083.406250 Penalty: 3997.087158
	Iteration 31Q: 3 clusters Score -395083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -395090.875000 Penalty: 3997.087158
	Iteration 32Q: 3 clusters Score -395090.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -395100.000000 Penalty: 3997.087158
	Iteration 33Q: 3 clusters Score -395100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -395110.531250 Penalty: 3997.087158
	Iteration 34Q: 3 clusters Score -395110.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -395126.343750 Penalty: 3997.087158
	Iteration 35Q: 3 clusters Score -395126.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -395136.500000 Penalty: 3997.087158
	Iteration 36Q: 3 clusters Score -395136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -395145.718750 Penalty: 3997.087158
	Iteration 37Q: 3 clusters Score -395145.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -395155.687500 Penalty: 3997.087158
	Iteration 38Q: 3 clusters Score -395155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -395160.125000 Penalty: 3997.087158
	Iteration 39Q: 3 clusters Score -395160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -395165.406250 Penalty: 3997.087158
	Iteration 40F: 3 clusters Score -395165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -395170.437500 Penalty: 3997.087158
	Iteration 41Q: 3 clusters Score -395170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -395175.875000 Penalty: 3997.087158
	Iteration 42Q: 3 clusters Score -395175.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -395183.531250 Penalty: 3997.087158
	Iteration 43Q: 3 clusters Score -395183.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -395195.875000 Penalty: 3997.087158
	Iteration 44Q: 3 clusters Score -395195.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -395206.031250 Penalty: 3997.087158
	Iteration 45Q: 3 clusters Score -395206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -395216.531250 Penalty: 3997.087158
	Iteration 46Q: 3 clusters Score -395216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -395225.062500 Penalty: 3997.087158
	Iteration 47Q: 3 clusters Score -395225.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -395234.468750 Penalty: 3997.087158
	Iteration 48Q: 3 clusters Score -395234.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -395244.187500 Penalty: 3997.087158
	Iteration 49Q: 3 clusters Score -395244.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -395256.437500 Penalty: 3997.087158
	Iteration 50Q: 3 clusters Score -395256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -395264.843750 Penalty: 3997.087158
	Iteration 51Q: 3 clusters Score -395264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -395276.093750 Penalty: 3997.087158
	Iteration 52Q: 3 clusters Score -395276.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -395291.687500 Penalty: 3997.087158
	Iteration 53Q: 3 clusters Score -395291.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -395305.031250 Penalty: 3997.087158
	Iteration 54Q: 3 clusters Score -395305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -395319.156250 Penalty: 3997.087158
	Iteration 55Q: 3 clusters Score -395319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -395329.937500 Penalty: 3997.087158
	Iteration 56Q: 3 clusters Score -395329.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -395338.312500 Penalty: 3997.087158
	Iteration 57Q: 3 clusters Score -395338.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -395348.531250 Penalty: 3997.087158
	Iteration 58Q: 3 clusters Score -395348.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -395359.843750 Penalty: 3997.087158
	Iteration 59Q: 3 clusters Score -395359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -395368.187500 Penalty: 3997.087158
	Iteration 60F: 3 clusters Score -395368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -395375.812500 Penalty: 3997.087158
	Iteration 61Q: 3 clusters Score -395375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -395378.593750 Penalty: 3997.087158
	Iteration 62Q: 3 clusters Score -395378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -395382.843750 Penalty: 3997.087158
	Iteration 63Q: 3 clusters Score -395382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -395386.406250 Penalty: 3997.087158
	Iteration 64Q: 3 clusters Score -395386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -395386.937500 Penalty: 3997.087158
	Iteration 65Q: 3 clusters Score -395386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -395386.937500 Penalty: 3997.087158
	Iteration 66F: 3 clusters Score -395386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -109566.828125 Penalty: 1712.378174
	Iteration 0F: 2 clusters Score -109566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107694.125000 Penalty: 3424.756348
	Iteration 0F: 3 clusters Score -107694.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108274.476562 Penalty: 3424.756348
	Iteration 1F: 3 clusters Score -108274.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108605.656250 Penalty: 3424.756348
	Iteration 2F: 3 clusters Score -108605.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108843.054688 Penalty: 3424.756348
	Iteration 3F: 3 clusters Score -108843.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109152.960938 Penalty: 3424.756348
	Iteration 4F: 3 clusters Score -109153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109524.328125 Penalty: 3424.756348
	Iteration 5F: 3 clusters Score -109524.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109680.445312 Penalty: 3424.756348
	Iteration 6Q: 3 clusters Score -109680.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109859.554688 Penalty: 3424.756348
	Iteration 7Q: 3 clusters Score -109859.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110068.109375 Penalty: 3424.756348
	Iteration 8Q: 3 clusters Score -110068.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110486.757812 Penalty: 3424.756348
	Iteration 9Q: 3 clusters Score -110486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110551.203125 Penalty: 3424.756348
	Iteration 10Q: 3 clusters Score -110551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110579.234375 Penalty: 3424.756348
	Iteration 11Q: 3 clusters Score -110579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110627.406250 Penalty: 3424.756348
	Iteration 12Q: 3 clusters Score -110627.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110692.609375 Penalty: 3424.756348
	Iteration 13Q: 3 clusters Score -110692.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110762.132812 Penalty: 3424.756348
	Iteration 14Q: 3 clusters Score -110762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110781.132812 Penalty: 3424.756348
	Iteration 15Q: 3 clusters Score -110781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110791.070312 Penalty: 3424.756348
	Iteration 16Q: 3 clusters Score -110791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110794.445312 Penalty: 3424.756348
	Iteration 17Q: 3 clusters Score -110794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110794.445312 Penalty: 3424.756348
	Iteration 18F: 3 clusters Score -110794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145873 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26085 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 27541 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34344 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48599 members 
Mstep: Class 21 contains 49752 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
Score: -62764248.000000 Penalty: 71329.296875
Splitting cluster 3 changes total score from -62763200.000000 to -62764248.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -210585.843750 Penalty: 1829.994019
	Iteration 0F: 2 clusters Score -210585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -208219.796875 Penalty: 3659.988037
	Iteration 0F: 3 clusters Score -208219.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -208609.265625 Penalty: 3659.988037
	Iteration 1F: 3 clusters Score -208609.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208718.421875 Penalty: 3659.988037
	Iteration 2F: 3 clusters Score -208718.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208790.828125 Penalty: 3659.988037
	Iteration 3Q: 3 clusters Score -208790.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208840.859375 Penalty: 3659.988037
	Iteration 4Q: 3 clusters Score -208840.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208868.812500 Penalty: 3659.988037
	Iteration 5Q: 3 clusters Score -208868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208883.671875 Penalty: 3659.988037
	Iteration 6Q: 3 clusters Score -208883.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208893.843750 Penalty: 3659.988037
	Iteration 7Q: 3 clusters Score -208893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208904.984375 Penalty: 3659.988037
	Iteration 8Q: 3 clusters Score -208905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208914.250000 Penalty: 3659.988037
	Iteration 9Q: 3 clusters Score -208914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208924.531250 Penalty: 3659.988037
	Iteration 10Q: 3 clusters Score -208924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208931.250000 Penalty: 3659.988037
	Iteration 11Q: 3 clusters Score -208931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208942.750000 Penalty: 3659.988037
	Iteration 12Q: 3 clusters Score -208942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208947.625000 Penalty: 3659.988037
	Iteration 13Q: 3 clusters Score -208947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -208950.609375 Penalty: 3659.988037
	Iteration 14Q: 3 clusters Score -208950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -208954.296875 Penalty: 3659.988037
	Iteration 15Q: 3 clusters Score -208954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -208957.625000 Penalty: 3659.988037
	Iteration 16Q: 3 clusters Score -208957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208959.250000 Penalty: 3659.988037
	Iteration 17Q: 3 clusters Score -208959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208960.281250 Penalty: 3659.988037
	Iteration 18Q: 3 clusters Score -208960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208962.515625 Penalty: 3659.988037
	Iteration 19Q: 3 clusters Score -208962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -208967.015625 Penalty: 3659.988037
	Iteration 20F: 3 clusters Score -208967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -208969.234375 Penalty: 3659.988037
	Iteration 21Q: 3 clusters Score -208969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -208971.140625 Penalty: 3659.988037
	Iteration 22Q: 3 clusters Score -208971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208974.328125 Penalty: 3659.988037
	Iteration 23Q: 3 clusters Score -208974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208975.656250 Penalty: 3659.988037
	Iteration 24Q: 3 clusters Score -208975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208976.578125 Penalty: 3659.988037
	Iteration 25Q: 3 clusters Score -208976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208976.578125 Penalty: 3659.988037
	Iteration 26F: 3 clusters Score -208976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -1079236.750000 Penalty: 2228.141846
	Iteration 0F: 2 clusters Score -1079237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1072973.500000 Penalty: 4456.283691
	Iteration 0F: 3 clusters Score -1072974 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1075053.750000 Penalty: 4456.283691
	Iteration 1F: 3 clusters Score -1075054 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1075729.375000 Penalty: 4456.283691
	Iteration 2F: 3 clusters Score -1075729 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1076401.875000 Penalty: 4456.283691
	Iteration 3F: 3 clusters Score -1076402 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1076995.250000 Penalty: 4456.283691
	Iteration 4F: 3 clusters Score -1076995 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1077421.875000 Penalty: 4456.283691
	Iteration 5F: 3 clusters Score -1077422 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1077695.625000 Penalty: 4456.283691
	Iteration 6Q: 3 clusters Score -1077696 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1077861.375000 Penalty: 4456.283691
	Iteration 7Q: 3 clusters Score -1077861 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1077972.000000 Penalty: 4456.283691
	Iteration 8Q: 3 clusters Score -1077972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1078044.750000 Penalty: 4456.283691
	Iteration 9Q: 3 clusters Score -1078045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1078089.125000 Penalty: 4456.283691
	Iteration 10Q: 3 clusters Score -1078089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1078123.875000 Penalty: 4456.283691
	Iteration 11Q: 3 clusters Score -1078124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1078155.250000 Penalty: 4456.283691
	Iteration 12Q: 3 clusters Score -1078155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1078174.875000 Penalty: 4456.283691
	Iteration 13Q: 3 clusters Score -1078175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1078191.625000 Penalty: 4456.283691
	Iteration 14Q: 3 clusters Score -1078192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1078212.000000 Penalty: 4456.283691
	Iteration 15Q: 3 clusters Score -1078212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1078223.625000 Penalty: 4456.283691
	Iteration 16Q: 3 clusters Score -1078224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1078230.125000 Penalty: 4456.283691
	Iteration 17Q: 3 clusters Score -1078230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1078230.000000 Penalty: 4456.283691
	Iteration 18Q: 3 clusters Score -1078230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1078236.375000 Penalty: 4456.283691
	Iteration 19Q: 3 clusters Score -1078236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1078238.625000 Penalty: 4456.283691
	Iteration 20F: 3 clusters Score -1078239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1078242.500000 Penalty: 4456.283691
	Iteration 21Q: 3 clusters Score -1078242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1078241.125000 Penalty: 4456.283691
	Iteration 22Q: 3 clusters Score -1078241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1078243.000000 Penalty: 4456.283691
	Iteration 23Q: 3 clusters Score -1078243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1078244.250000 Penalty: 4456.283691
	Iteration 24Q: 3 clusters Score -1078244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1078243.625000 Penalty: 4456.283691
	Iteration 25Q: 3 clusters Score -1078244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1078244.125000 Penalty: 4456.283691
	Iteration 26Q: 3 clusters Score -1078244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1078244.125000 Penalty: 4456.283691
	Iteration 27F: 3 clusters Score -1078244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -410218.718750 Penalty: 1993.551025
	Iteration 0F: 2 clusters Score -410218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -406897.187500 Penalty: 3987.102051
	Iteration 0F: 3 clusters Score -406897.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -407636.031250 Penalty: 3987.102051
	Iteration 1F: 3 clusters Score -407636 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -407812.093750 Penalty: 3987.102051
	Iteration 2F: 3 clusters Score -407812.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -407940.156250 Penalty: 3987.102051
	Iteration 3F: 3 clusters Score -407940.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -408030.125000 Penalty: 3987.102051
	Iteration 4Q: 3 clusters Score -408030.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -408083.562500 Penalty: 3987.102051
	Iteration 5Q: 3 clusters Score -408083.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -408119.343750 Penalty: 3987.102051
	Iteration 6Q: 3 clusters Score -408119.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -408150.781250 Penalty: 3987.102051
	Iteration 7Q: 3 clusters Score -408150.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -408177.062500 Penalty: 3987.102051
	Iteration 8Q: 3 clusters Score -408177.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -408206.156250 Penalty: 3987.102051
	Iteration 9Q: 3 clusters Score -408206.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -408252.031250 Penalty: 3987.102051
	Iteration 10Q: 3 clusters Score -408252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -408311.718750 Penalty: 3987.102051
	Iteration 11Q: 3 clusters Score -408311.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408389.406250 Penalty: 3987.102051
	Iteration 12Q: 3 clusters Score -408389.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -408485.625000 Penalty: 3987.102051
	Iteration 13Q: 3 clusters Score -408485.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -408610.281250 Penalty: 3987.102051
	Iteration 14Q: 3 clusters Score -408610.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -408724.812500 Penalty: 3987.102051
	Iteration 15Q: 3 clusters Score -408724.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -408827.468750 Penalty: 3987.102051
	Iteration 16Q: 3 clusters Score -408827.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -408913.218750 Penalty: 3987.102051
	Iteration 17Q: 3 clusters Score -408913.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -408963.781250 Penalty: 3987.102051
	Iteration 18Q: 3 clusters Score -408963.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -408998.437500 Penalty: 3987.102051
	Iteration 19Q: 3 clusters Score -408998.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -409035.281250 Penalty: 3987.102051
	Iteration 20F: 3 clusters Score -409035.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -409071.406250 Penalty: 3987.102051
	Iteration 21Q: 3 clusters Score -409071.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -409095.031250 Penalty: 3987.102051
	Iteration 22Q: 3 clusters Score -409095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -409109.375000 Penalty: 3987.102051
	Iteration 23Q: 3 clusters Score -409109.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409127.062500 Penalty: 3987.102051
	Iteration 24Q: 3 clusters Score -409127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409140.312500 Penalty: 3987.102051
	Iteration 25Q: 3 clusters Score -409140.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -409150.500000 Penalty: 3987.102051
	Iteration 26Q: 3 clusters Score -409150.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409155.281250 Penalty: 3987.102051
	Iteration 27Q: 3 clusters Score -409155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -409159.250000 Penalty: 3987.102051
	Iteration 28Q: 3 clusters Score -409159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -409163.937500 Penalty: 3987.102051
	Iteration 29Q: 3 clusters Score -409163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -409167.593750 Penalty: 3987.102051
	Iteration 30Q: 3 clusters Score -409167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -409171.031250 Penalty: 3987.102051
	Iteration 31Q: 3 clusters Score -409171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -409173.593750 Penalty: 3987.102051
	Iteration 32Q: 3 clusters Score -409173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -409175.156250 Penalty: 3987.102051
	Iteration 33Q: 3 clusters Score -409175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -409177.218750 Penalty: 3987.102051
	Iteration 34Q: 3 clusters Score -409177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -409178.437500 Penalty: 3987.102051
	Iteration 35Q: 3 clusters Score -409178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -409178.781250 Penalty: 3987.102051
	Iteration 36Q: 3 clusters Score -409178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409179.406250 Penalty: 3987.102051
	Iteration 37Q: 3 clusters Score -409179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409179.406250 Penalty: 3987.102051
	Iteration 38F: 3 clusters Score -409179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (145873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Entering Unmasked Estep 
Score: -19584362.000000 Penalty: 2948.841797
	Iteration 0F: 2 clusters Score -1.958436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -19498110.000000 Penalty: 5897.683594
	Iteration 0F: 3 clusters Score -1.949811e+07 nChanged 69821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -19538810.000000 Penalty: 5897.683594
	Iteration 1F: 3 clusters Score -1.953881e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -19539950.000000 Penalty: 5897.683594
	Iteration 2Q: 3 clusters Score -1.953995e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -19541756.000000 Penalty: 5897.683594
	Iteration 3Q: 3 clusters Score -1.954176e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -19544478.000000 Penalty: 5897.683594
	Iteration 4Q: 3 clusters Score -1.954448e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -19548860.000000 Penalty: 5897.683594
	Iteration 5F: 3 clusters Score -1.954886e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -19555430.000000 Penalty: 5897.683594
	Iteration 6F: 3 clusters Score -1.955543e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -19564702.000000 Penalty: 5897.683594
	Iteration 7F: 3 clusters Score -1.95647e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 116636 members 
Entering Unmasked Estep 
Score: -19573336.000000 Penalty: 5897.683594
	Iteration 8F: 3 clusters Score -1.957334e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 124646 members 
Entering Unmasked Estep 
Score: -19578608.000000 Penalty: 5897.683594
	Iteration 9F: 3 clusters Score -1.957861e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 130568 members 
Entering Unmasked Estep 
Score: -19580618.000000 Penalty: 5897.683594
	Iteration 10Q: 3 clusters Score -1.958062e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 134927 members 
Entering Unmasked Estep 
Score: -19581330.000000 Penalty: 5897.683594
	Iteration 11Q: 3 clusters Score -1.958133e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 138019 members 
Entering Unmasked Estep 
Score: -19581608.000000 Penalty: 5897.683594
	Iteration 12Q: 3 clusters Score -1.958161e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 140287 members 
Entering Unmasked Estep 
Score: -19581670.000000 Penalty: 5897.683594
	Iteration 13Q: 3 clusters Score -1.958167e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 141983 members 
Entering Unmasked Estep 
Score: -19581732.000000 Penalty: 5897.683594
	Iteration 14Q: 3 clusters Score -1.958173e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -19581844.000000 Penalty: 5897.683594
	Iteration 15Q: 3 clusters Score -1.958184e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 144052 members 
Entering Unmasked Estep 
Score: -19581870.000000 Penalty: 5897.683594
	Iteration 16Q: 3 clusters Score -1.958187e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -19581886.000000 Penalty: 5897.683594
	Iteration 17Q: 3 clusters Score -1.958189e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -19581914.000000 Penalty: 5897.683594
	Iteration 18Q: 3 clusters Score -1.958191e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 145196 members 
Entering Unmasked Estep 
Score: -19581918.000000 Penalty: 5897.683594
	Iteration 19Q: 3 clusters Score -1.958192e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -19581936.000000 Penalty: 5897.683594
	Iteration 20F: 3 clusters Score -1.958194e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -19581998.000000 Penalty: 5897.683594
	Iteration 21Q: 3 clusters Score -1.9582e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 145458 members 
Entering Unmasked Estep 
Score: -19582016.000000 Penalty: 5897.683594
	Iteration 22Q: 3 clusters Score -1.958202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -19582018.000000 Penalty: 5897.683594
	Iteration 23Q: 3 clusters Score -1.958202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -19582026.000000 Penalty: 5897.683594
	Iteration 24Q: 3 clusters Score -1.958203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145511 members 
Entering Unmasked Estep 
Score: -19582036.000000 Penalty: 5897.683594
	Iteration 25Q: 3 clusters Score -1.958204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -19582022.000000 Penalty: 5897.683594
	Iteration 26Q: 3 clusters Score -1.958202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 145530 members 
Entering Unmasked Estep 
Score: -19582028.000000 Penalty: 5897.683594
	Iteration 27Q: 3 clusters Score -1.958203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 145540 members 
Entering Unmasked Estep 
Score: -19582012.000000 Penalty: 5897.683594
	Iteration 28Q: 3 clusters Score -1.958201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 145547 members 
Entering Unmasked Estep 
Score: -19582000.000000 Penalty: 5897.683594
	Iteration 29Q: 3 clusters Score -1.9582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 145553 members 
Entering Unmasked Estep 
Score: -19582002.000000 Penalty: 5897.683594
	Iteration 30Q: 3 clusters Score -1.9582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 145558 members 
Entering Unmasked Estep 
Score: -19582008.000000 Penalty: 5897.683594
	Iteration 31Q: 3 clusters Score -1.958201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -19582018.000000 Penalty: 5897.683594
	Iteration 32Q: 3 clusters Score -1.958202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 145564 members 
Entering Unmasked Estep 
Score: -19582028.000000 Penalty: 5897.683594
	Iteration 33Q: 3 clusters Score -1.958203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 145564 members 
Entering Unmasked Estep 
Score: -19582028.000000 Penalty: 5897.683594
	Iteration 34F: 3 clusters Score -1.958203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13935.482422 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13935.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13036.999023 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13051.943359 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13051.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13055.916992 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -13055.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13055.916992 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -13055.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Entering Unmasked Estep 
Score: -736277.500000 Penalty: 2143.406494
	Iteration 0F: 2 clusters Score -736277.5 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 2862 members 
Entering Unmasked Estep 
Score: -731406.562500 Penalty: 4286.812988
	Iteration 0F: 3 clusters Score -731406.6 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -732778.000000 Penalty: 4286.812988
	Iteration 1F: 3 clusters Score -732778 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -733530.750000 Penalty: 4286.812988
	Iteration 2F: 3 clusters Score -733530.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -734325.812500 Penalty: 4286.812988
	Iteration 3F: 3 clusters Score -734325.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -734905.125000 Penalty: 4286.812988
	Iteration 4F: 3 clusters Score -734905.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -735203.437500 Penalty: 4286.812988
	Iteration 5F: 3 clusters Score -735203.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -735340.937500 Penalty: 4286.812988
	Iteration 6Q: 3 clusters Score -735340.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -735411.625000 Penalty: 4286.812988
	Iteration 7Q: 3 clusters Score -735411.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -735450.812500 Penalty: 4286.812988
	Iteration 8Q: 3 clusters Score -735450.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -735478.937500 Penalty: 4286.812988
	Iteration 9Q: 3 clusters Score -735478.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -735496.625000 Penalty: 4286.812988
	Iteration 10Q: 3 clusters Score -735496.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -735510.812500 Penalty: 4286.812988
	Iteration 11Q: 3 clusters Score -735510.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -735523.875000 Penalty: 4286.812988
	Iteration 12Q: 3 clusters Score -735523.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -735532.562500 Penalty: 4286.812988
	Iteration 13Q: 3 clusters Score -735532.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -735541.375000 Penalty: 4286.812988
	Iteration 14Q: 3 clusters Score -735541.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -735546.250000 Penalty: 4286.812988
	Iteration 15Q: 3 clusters Score -735546.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -735549.250000 Penalty: 4286.812988
	Iteration 16Q: 3 clusters Score -735549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -735558.000000 Penalty: 4286.812988
	Iteration 17Q: 3 clusters Score -735558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -735557.000000 Penalty: 4286.812988
	Iteration 18Q: 3 clusters Score -735557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -735560.312500 Penalty: 4286.812988
	Iteration 19Q: 3 clusters Score -735560.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -735563.250000 Penalty: 4286.812988
	Iteration 20F: 3 clusters Score -735563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -735563.500000 Penalty: 4286.812988
	Iteration 21Q: 3 clusters Score -735563.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -735564.437500 Penalty: 4286.812988
	Iteration 22Q: 3 clusters Score -735564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -735564.437500 Penalty: 4286.812988
	Iteration 23Q: 3 clusters Score -735564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -735563.500000 Penalty: 4286.812988
	Iteration 24Q: 3 clusters Score -735563.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -735564.875000 Penalty: 4286.812988
	Iteration 25Q: 3 clusters Score -735564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -735567.875000 Penalty: 4286.812988
	Iteration 26Q: 3 clusters Score -735567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -735569.250000 Penalty: 4286.812988
	Iteration 27Q: 3 clusters Score -735569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -735573.625000 Penalty: 4286.812988
	Iteration 28Q: 3 clusters Score -735573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -735580.937500 Penalty: 4286.812988
	Iteration 29Q: 3 clusters Score -735580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -735583.125000 Penalty: 4286.812988
	Iteration 30Q: 3 clusters Score -735583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -735586.312500 Penalty: 4286.812988
	Iteration 31Q: 3 clusters Score -735586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -735589.625000 Penalty: 4286.812988
	Iteration 32Q: 3 clusters Score -735589.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -735590.562500 Penalty: 4286.812988
	Iteration 33Q: 3 clusters Score -735590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -735595.500000 Penalty: 4286.812988
	Iteration 34Q: 3 clusters Score -735595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -735597.250000 Penalty: 4286.812988
	Iteration 35Q: 3 clusters Score -735597.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -735601.562500 Penalty: 4286.812988
	Iteration 36Q: 3 clusters Score -735601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -735609.125000 Penalty: 4286.812988
	Iteration 37Q: 3 clusters Score -735609.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -735610.125000 Penalty: 4286.812988
	Iteration 38Q: 3 clusters Score -735610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -735614.625000 Penalty: 4286.812988
	Iteration 39Q: 3 clusters Score -735614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -735617.375000 Penalty: 4286.812988
	Iteration 40F: 3 clusters Score -735617.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -735618.125000 Penalty: 4286.812988
	Iteration 41Q: 3 clusters Score -735618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -735621.187500 Penalty: 4286.812988
	Iteration 42Q: 3 clusters Score -735621.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -735623.562500 Penalty: 4286.812988
	Iteration 43Q: 3 clusters Score -735623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -735627.250000 Penalty: 4286.812988
	Iteration 44Q: 3 clusters Score -735627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -735630.187500 Penalty: 4286.812988
	Iteration 45Q: 3 clusters Score -735630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -735634.937500 Penalty: 4286.812988
	Iteration 46Q: 3 clusters Score -735634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -735636.625000 Penalty: 4286.812988
	Iteration 47Q: 3 clusters Score -735636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -735637.500000 Penalty: 4286.812988
	Iteration 48Q: 3 clusters Score -735637.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -735642.187500 Penalty: 4286.812988
	Iteration 49Q: 3 clusters Score -735642.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -735643.375000 Penalty: 4286.812988
	Iteration 50Q: 3 clusters Score -735643.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -735648.875000 Penalty: 4286.812988
	Iteration 51Q: 3 clusters Score -735648.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -735653.750000 Penalty: 4286.812988
	Iteration 52Q: 3 clusters Score -735653.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -735657.375000 Penalty: 4286.812988
	Iteration 53Q: 3 clusters Score -735657.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -735663.437500 Penalty: 4286.812988
	Iteration 54Q: 3 clusters Score -735663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -735668.187500 Penalty: 4286.812988
	Iteration 55Q: 3 clusters Score -735668.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -735673.250000 Penalty: 4286.812988
	Iteration 56Q: 3 clusters Score -735673.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -735678.125000 Penalty: 4286.812988
	Iteration 57Q: 3 clusters Score -735678.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -735680.625000 Penalty: 4286.812988
	Iteration 58Q: 3 clusters Score -735680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -735685.125000 Penalty: 4286.812988
	Iteration 59Q: 3 clusters Score -735685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -735690.937500 Penalty: 4286.812988
	Iteration 60F: 3 clusters Score -735690.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -735698.125000 Penalty: 4286.812988
	Iteration 61Q: 3 clusters Score -735698.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -735704.187500 Penalty: 4286.812988
	Iteration 62Q: 3 clusters Score -735704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -735711.562500 Penalty: 4286.812988
	Iteration 63Q: 3 clusters Score -735711.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -735718.812500 Penalty: 4286.812988
	Iteration 64Q: 3 clusters Score -735718.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -735727.000000 Penalty: 4286.812988
	Iteration 65Q: 3 clusters Score -735727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -735733.750000 Penalty: 4286.812988
	Iteration 66Q: 3 clusters Score -735733.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -735739.812500 Penalty: 4286.812988
	Iteration 67Q: 3 clusters Score -735739.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -735746.687500 Penalty: 4286.812988
	Iteration 68Q: 3 clusters Score -735746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -735750.500000 Penalty: 4286.812988
	Iteration 69Q: 3 clusters Score -735750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -735752.375000 Penalty: 4286.812988
	Iteration 70Q: 3 clusters Score -735752.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -735756.937500 Penalty: 4286.812988
	Iteration 71Q: 3 clusters Score -735756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -735759.312500 Penalty: 4286.812988
	Iteration 72Q: 3 clusters Score -735759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -735761.875000 Penalty: 4286.812988
	Iteration 73Q: 3 clusters Score -735761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -735765.437500 Penalty: 4286.812988
	Iteration 74Q: 3 clusters Score -735765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -735767.437500 Penalty: 4286.812988
	Iteration 75Q: 3 clusters Score -735767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -735768.062500 Penalty: 4286.812988
	Iteration 76Q: 3 clusters Score -735768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -735768.937500 Penalty: 4286.812988
	Iteration 77Q: 3 clusters Score -735768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -735770.750000 Penalty: 4286.812988
	Iteration 78Q: 3 clusters Score -735770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -735771.625000 Penalty: 4286.812988
	Iteration 79Q: 3 clusters Score -735771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -735771.875000 Penalty: 4286.812988
	Iteration 80F: 3 clusters Score -735771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -735772.562500 Penalty: 4286.812988
	Iteration 81Q: 3 clusters Score -735772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -735772.562500 Penalty: 4286.812988
	Iteration 82F: 3 clusters Score -735772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Entering Unmasked Estep 
Score: -3515617.250000 Penalty: 2521.940674
	Iteration 0F: 2 clusters Score -3515617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3497632.500000 Penalty: 5043.881348
	Iteration 0F: 3 clusters Score -3497632 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3504588.500000 Penalty: 5043.881348
	Iteration 1F: 3 clusters Score -3504588 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3505686.000000 Penalty: 5043.881348
	Iteration 2F: 3 clusters Score -3505686 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3506987.250000 Penalty: 5043.881348
	Iteration 3F: 3 clusters Score -3506987 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3508325.000000 Penalty: 5043.881348
	Iteration 4F: 3 clusters Score -3508325 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3509607.750000 Penalty: 5043.881348
	Iteration 5F: 3 clusters Score -3509608 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3510808.250000 Penalty: 5043.881348
	Iteration 6F: 3 clusters Score -3510808 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3511914.500000 Penalty: 5043.881348
	Iteration 7Q: 3 clusters Score -3511914 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3512583.000000 Penalty: 5043.881348
	Iteration 8Q: 3 clusters Score -3512583 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3512901.250000 Penalty: 5043.881348
	Iteration 9Q: 3 clusters Score -3512901 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3513091.250000 Penalty: 5043.881348
	Iteration 10Q: 3 clusters Score -3513091 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3513217.500000 Penalty: 5043.881348
	Iteration 11Q: 3 clusters Score -3513218 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3513287.750000 Penalty: 5043.881348
	Iteration 12Q: 3 clusters Score -3513288 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3513344.250000 Penalty: 5043.881348
	Iteration 13Q: 3 clusters Score -3513344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3513361.750000 Penalty: 5043.881348
	Iteration 14Q: 3 clusters Score -3513362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3513390.750000 Penalty: 5043.881348
	Iteration 15Q: 3 clusters Score -3513391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3513417.750000 Penalty: 5043.881348
	Iteration 16Q: 3 clusters Score -3513418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3513431.250000 Penalty: 5043.881348
	Iteration 17Q: 3 clusters Score -3513431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3513440.750000 Penalty: 5043.881348
	Iteration 18Q: 3 clusters Score -3513441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3513451.250000 Penalty: 5043.881348
	Iteration 19Q: 3 clusters Score -3513451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3513460.750000 Penalty: 5043.881348
	Iteration 20F: 3 clusters Score -3513461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3513467.750000 Penalty: 5043.881348
	Iteration 21Q: 3 clusters Score -3513468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3513483.000000 Penalty: 5043.881348
	Iteration 22Q: 3 clusters Score -3513483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3513484.250000 Penalty: 5043.881348
	Iteration 23Q: 3 clusters Score -3513484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3513491.750000 Penalty: 5043.881348
	Iteration 24Q: 3 clusters Score -3513492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3513502.000000 Penalty: 5043.881348
	Iteration 25Q: 3 clusters Score -3513502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3513502.250000 Penalty: 5043.881348
	Iteration 26Q: 3 clusters Score -3513502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3513519.750000 Penalty: 5043.881348
	Iteration 27Q: 3 clusters Score -3513520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3513522.750000 Penalty: 5043.881348
	Iteration 28Q: 3 clusters Score -3513523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3513532.000000 Penalty: 5043.881348
	Iteration 29Q: 3 clusters Score -3513532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3513554.750000 Penalty: 5043.881348
	Iteration 30Q: 3 clusters Score -3513555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3513562.500000 Penalty: 5043.881348
	Iteration 31Q: 3 clusters Score -3513562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3513574.750000 Penalty: 5043.881348
	Iteration 32Q: 3 clusters Score -3513575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3513589.500000 Penalty: 5043.881348
	Iteration 33Q: 3 clusters Score -3513590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3513596.250000 Penalty: 5043.881348
	Iteration 34Q: 3 clusters Score -3513596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3513609.500000 Penalty: 5043.881348
	Iteration 35Q: 3 clusters Score -3513610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3513613.750000 Penalty: 5043.881348
	Iteration 36Q: 3 clusters Score -3513614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3513612.000000 Penalty: 5043.881348
	Iteration 37Q: 3 clusters Score -3513612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3513617.250000 Penalty: 5043.881348
	Iteration 38Q: 3 clusters Score -3513617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3513621.750000 Penalty: 5043.881348
	Iteration 39Q: 3 clusters Score -3513622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3513625.250000 Penalty: 5043.881348
	Iteration 40F: 3 clusters Score -3513625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3513626.750000 Penalty: 5043.881348
	Iteration 41Q: 3 clusters Score -3513627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3513642.750000 Penalty: 5043.881348
	Iteration 42Q: 3 clusters Score -3513643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3513637.000000 Penalty: 5043.881348
	Iteration 43Q: 3 clusters Score -3513637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3513646.500000 Penalty: 5043.881348
	Iteration 44Q: 3 clusters Score -3513646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3513643.500000 Penalty: 5043.881348
	Iteration 45Q: 3 clusters Score -3513644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3513647.750000 Penalty: 5043.881348
	Iteration 46Q: 3 clusters Score -3513648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3513659.250000 Penalty: 5043.881348
	Iteration 47Q: 3 clusters Score -3513659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3513661.000000 Penalty: 5043.881348
	Iteration 48Q: 3 clusters Score -3513661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3513656.750000 Penalty: 5043.881348
	Iteration 49Q: 3 clusters Score -3513657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3513655.750000 Penalty: 5043.881348
	Iteration 50Q: 3 clusters Score -3513656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3513663.500000 Penalty: 5043.881348
	Iteration 51Q: 3 clusters Score -3513664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3513668.750000 Penalty: 5043.881348
	Iteration 52Q: 3 clusters Score -3513669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3513675.250000 Penalty: 5043.881348
	Iteration 53Q: 3 clusters Score -3513675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3513670.500000 Penalty: 5043.881348
	Iteration 54Q: 3 clusters Score -3513670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3513676.750000 Penalty: 5043.881348
	Iteration 55Q: 3 clusters Score -3513677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3513672.750000 Penalty: 5043.881348
	Iteration 56Q: 3 clusters Score -3513673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3513679.500000 Penalty: 5043.881348
	Iteration 57Q: 3 clusters Score -3513680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3513680.250000 Penalty: 5043.881348
	Iteration 58Q: 3 clusters Score -3513680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3513684.500000 Penalty: 5043.881348
	Iteration 59Q: 3 clusters Score -3513684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3513681.250000 Penalty: 5043.881348
	Iteration 60F: 3 clusters Score -3513681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3513684.250000 Penalty: 5043.881348
	Iteration 61Q: 3 clusters Score -3513684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3513690.250000 Penalty: 5043.881348
	Iteration 62Q: 3 clusters Score -3513690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3513700.000000 Penalty: 5043.881348
	Iteration 63Q: 3 clusters Score -3513700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3513697.000000 Penalty: 5043.881348
	Iteration 64Q: 3 clusters Score -3513697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3513695.500000 Penalty: 5043.881348
	Iteration 65Q: 3 clusters Score -3513696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3513701.750000 Penalty: 5043.881348
	Iteration 66Q: 3 clusters Score -3513702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3513703.750000 Penalty: 5043.881348
	Iteration 67Q: 3 clusters Score -3513704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3513712.000000 Penalty: 5043.881348
	Iteration 68Q: 3 clusters Score -3513712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3513710.500000 Penalty: 5043.881348
	Iteration 69Q: 3 clusters Score -3513710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3513709.750000 Penalty: 5043.881348
	Iteration 70Q: 3 clusters Score -3513710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3513712.250000 Penalty: 5043.881348
	Iteration 71Q: 3 clusters Score -3513712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3513712.500000 Penalty: 5043.881348
	Iteration 72Q: 3 clusters Score -3513712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3513711.250000 Penalty: 5043.881348
	Iteration 73Q: 3 clusters Score -3513711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3513712.500000 Penalty: 5043.881348
	Iteration 74Q: 3 clusters Score -3513712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3513712.750000 Penalty: 5043.881348
	Iteration 75Q: 3 clusters Score -3513713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3513719.500000 Penalty: 5043.881348
	Iteration 76Q: 3 clusters Score -3513720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3513720.750000 Penalty: 5043.881348
	Iteration 77Q: 3 clusters Score -3513721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3513720.250000 Penalty: 5043.881348
	Iteration 78Q: 3 clusters Score -3513720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3513725.250000 Penalty: 5043.881348
	Iteration 79Q: 3 clusters Score -3513725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3513725.500000 Penalty: 5043.881348
	Iteration 80F: 3 clusters Score -3513726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3513725.250000 Penalty: 5043.881348
	Iteration 81Q: 3 clusters Score -3513725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3513725.250000 Penalty: 5043.881348
	Iteration 82F: 3 clusters Score -3513725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Entering Unmasked Estep 
Score: -3045892.250000 Penalty: 2485.131836
	Iteration 0F: 2 clusters Score -3045892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3030169.750000 Penalty: 4970.263672
	Iteration 0F: 3 clusters Score -3030170 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3035532.250000 Penalty: 4970.263672
	Iteration 1F: 3 clusters Score -3035532 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3035953.500000 Penalty: 4970.263672
	Iteration 2F: 3 clusters Score -3035954 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3036316.000000 Penalty: 4970.263672
	Iteration 3Q: 3 clusters Score -3036316 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3036671.500000 Penalty: 4970.263672
	Iteration 4Q: 3 clusters Score -3036672 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3036992.750000 Penalty: 4970.263672
	Iteration 5Q: 3 clusters Score -3036993 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3037345.000000 Penalty: 4970.263672
	Iteration 6Q: 3 clusters Score -3037345 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3037756.750000 Penalty: 4970.263672
	Iteration 7Q: 3 clusters Score -3037757 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3038230.500000 Penalty: 4970.263672
	Iteration 8Q: 3 clusters Score -3038230 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3038883.000000 Penalty: 4970.263672
	Iteration 9F: 3 clusters Score -3038883 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3039764.250000 Penalty: 4970.263672
	Iteration 10F: 3 clusters Score -3039764 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3040785.500000 Penalty: 4970.263672
	Iteration 11F: 3 clusters Score -3040786 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3041779.500000 Penalty: 4970.263672
	Iteration 12F: 3 clusters Score -3041780 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3042644.250000 Penalty: 4970.263672
	Iteration 13Q: 3 clusters Score -3042644 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3043220.250000 Penalty: 4970.263672
	Iteration 14Q: 3 clusters Score -3043220 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3043567.750000 Penalty: 4970.263672
	Iteration 15Q: 3 clusters Score -3043568 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3043786.000000 Penalty: 4970.263672
	Iteration 16Q: 3 clusters Score -3043786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3043878.250000 Penalty: 4970.263672
	Iteration 17Q: 3 clusters Score -3043878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3043945.000000 Penalty: 4970.263672
	Iteration 18Q: 3 clusters Score -3043945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3043973.000000 Penalty: 4970.263672
	Iteration 19Q: 3 clusters Score -3043973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3043997.250000 Penalty: 4970.263672
	Iteration 20F: 3 clusters Score -3043997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3044017.750000 Penalty: 4970.263672
	Iteration 21Q: 3 clusters Score -3044018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3044032.750000 Penalty: 4970.263672
	Iteration 22Q: 3 clusters Score -3044033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3044043.750000 Penalty: 4970.263672
	Iteration 23Q: 3 clusters Score -3044044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3044049.000000 Penalty: 4970.263672
	Iteration 24Q: 3 clusters Score -3044049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3044050.250000 Penalty: 4970.263672
	Iteration 25Q: 3 clusters Score -3044050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3044058.250000 Penalty: 4970.263672
	Iteration 26Q: 3 clusters Score -3044058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3044062.250000 Penalty: 4970.263672
	Iteration 27Q: 3 clusters Score -3044062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3044060.000000 Penalty: 4970.263672
	Iteration 28Q: 3 clusters Score -3044060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3044063.250000 Penalty: 4970.263672
	Iteration 29Q: 3 clusters Score -3044063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3044065.000000 Penalty: 4970.263672
	Iteration 30Q: 3 clusters Score -3044065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3044072.500000 Penalty: 4970.263672
	Iteration 31Q: 3 clusters Score -3044072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3044074.500000 Penalty: 4970.263672
	Iteration 32Q: 3 clusters Score -3044074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3044073.250000 Penalty: 4970.263672
	Iteration 33Q: 3 clusters Score -3044073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3044071.750000 Penalty: 4970.263672
	Iteration 34Q: 3 clusters Score -3044072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3044076.250000 Penalty: 4970.263672
	Iteration 35Q: 3 clusters Score -3044076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3044072.000000 Penalty: 4970.263672
	Iteration 36Q: 3 clusters Score -3044072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3044074.000000 Penalty: 4970.263672
	Iteration 37Q: 3 clusters Score -3044074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3044074.750000 Penalty: 4970.263672
	Iteration 38Q: 3 clusters Score -3044075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3044076.750000 Penalty: 4970.263672
	Iteration 39Q: 3 clusters Score -3044077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3044077.750000 Penalty: 4970.263672
	Iteration 40F: 3 clusters Score -3044078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3044079.000000 Penalty: 4970.263672
	Iteration 41Q: 3 clusters Score -3044079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3044082.500000 Penalty: 4970.263672
	Iteration 42Q: 3 clusters Score -3044082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3044082.500000 Penalty: 4970.263672
	Iteration 43F: 3 clusters Score -3044082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Entering Unmasked Estep 
Score: -3737175.000000 Penalty: 2535.410889
	Iteration 0F: 2 clusters Score -3737175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3718071.750000 Penalty: 5070.821777
	Iteration 0F: 3 clusters Score -3718072 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3724730.250000 Penalty: 5070.821777
	Iteration 1F: 3 clusters Score -3724730 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3725182.500000 Penalty: 5070.821777
	Iteration 2F: 3 clusters Score -3725182 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3725596.500000 Penalty: 5070.821777
	Iteration 3Q: 3 clusters Score -3725596 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3726077.750000 Penalty: 5070.821777
	Iteration 4Q: 3 clusters Score -3726078 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3726661.000000 Penalty: 5070.821777
	Iteration 5Q: 3 clusters Score -3726661 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3727424.750000 Penalty: 5070.821777
	Iteration 6F: 3 clusters Score -3727425 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3728600.250000 Penalty: 5070.821777
	Iteration 7F: 3 clusters Score -3728600 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3730135.000000 Penalty: 5070.821777
	Iteration 8F: 3 clusters Score -3730135 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3731748.250000 Penalty: 5070.821777
	Iteration 9F: 3 clusters Score -3731748 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3733148.250000 Penalty: 5070.821777
	Iteration 10F: 3 clusters Score -3733148 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3734032.000000 Penalty: 5070.821777
	Iteration 11Q: 3 clusters Score -3734032 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3734518.750000 Penalty: 5070.821777
	Iteration 12Q: 3 clusters Score -3734519 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3734819.000000 Penalty: 5070.821777
	Iteration 13Q: 3 clusters Score -3734819 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3734983.750000 Penalty: 5070.821777
	Iteration 14Q: 3 clusters Score -3734984 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3735121.250000 Penalty: 5070.821777
	Iteration 15Q: 3 clusters Score -3735121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3735199.750000 Penalty: 5070.821777
	Iteration 16Q: 3 clusters Score -3735200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3735249.000000 Penalty: 5070.821777
	Iteration 17Q: 3 clusters Score -3735249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3735284.750000 Penalty: 5070.821777
	Iteration 18Q: 3 clusters Score -3735285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3735302.000000 Penalty: 5070.821777
	Iteration 19Q: 3 clusters Score -3735302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3735320.750000 Penalty: 5070.821777
	Iteration 20F: 3 clusters Score -3735321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3735329.250000 Penalty: 5070.821777
	Iteration 21Q: 3 clusters Score -3735329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3735349.750000 Penalty: 5070.821777
	Iteration 22Q: 3 clusters Score -3735350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3735360.500000 Penalty: 5070.821777
	Iteration 23Q: 3 clusters Score -3735360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3735370.500000 Penalty: 5070.821777
	Iteration 24Q: 3 clusters Score -3735370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3735374.000000 Penalty: 5070.821777
	Iteration 25Q: 3 clusters Score -3735374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3735373.500000 Penalty: 5070.821777
	Iteration 26Q: 3 clusters Score -3735374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3735374.750000 Penalty: 5070.821777
	Iteration 27Q: 3 clusters Score -3735375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3735374.750000 Penalty: 5070.821777
	Iteration 28F: 3 clusters Score -3735375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 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 154 members 
Entering Unmasked Estep 
Score: -33574.324219 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33574.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33739.929688 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33739.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33830.765625 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -33830.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33856.546875 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33856.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33885.425781 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33885.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33902.898438 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -33902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33902.898438 Penalty: 2853.275879
	Iteration 6F: 3 clusters Score -33902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -72242.148438 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -72242.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70727.546875 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -70727.55 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71045.335938 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -71045.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71161.460938 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -71161.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71252.640625 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -71252.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71406.781250 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -71406.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71487.625000 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -71487.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71539.984375 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -71539.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71574.484375 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -71574.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71591.171875 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -71591.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71607.953125 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -71607.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71612.804688 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -71612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71618.312500 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -71618.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71623.125000 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -71623.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71625.226562 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -71625.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71626.859375 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -71626.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71628.156250 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -71628.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71628.156250 Penalty: 3189.140869
	Iteration 16F: 3 clusters Score -71628.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -86592.843750 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -86592.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84887.773438 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -84887.77 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85280.242188 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -85280.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85470.742188 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -85470.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85604.671875 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -85604.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85709.164062 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -85709.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85869.156250 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -85869.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86165.195312 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -86165.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86496.960938 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -86496.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86592.007812 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -86592.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86665.125000 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -86665.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -86751.992188 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -86751.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86784.250000 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -86784.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86810.304688 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -86810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86829.101562 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -86829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86844.367188 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -86844.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86855.781250 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -86855.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86863.125000 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -86863.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86871.226562 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -86871.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86876.648438 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -86876.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86876.648438 Penalty: 3282.231934
	Iteration 19F: 3 clusters Score -86876.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145873 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26085 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 27541 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 214 members 
Mstep: Class 16 contains 34344 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48599 members 
Mstep: Class 21 contains 49752 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 534 members 
Entering Unmasked Estep 
Score: -62762912.000000 Penalty: 74571.539062
Splitting cluster 15 changes total score from -62763200.000000 to -62762912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Entering Unmasked Estep 
Score: -4684303.500000 Penalty: 2590.157227
	Iteration 0F: 2 clusters Score -4684304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4660816.500000 Penalty: 5180.314453
	Iteration 0F: 3 clusters Score -4660816 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4669228.000000 Penalty: 5180.314453
	Iteration 1F: 3 clusters Score -4669228 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4669732.500000 Penalty: 5180.314453
	Iteration 2Q: 3 clusters Score -4669732 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4670181.500000 Penalty: 5180.314453
	Iteration 3Q: 3 clusters Score -4670182 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4670622.000000 Penalty: 5180.314453
	Iteration 4Q: 3 clusters Score -4670622 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4671047.500000 Penalty: 5180.314453
	Iteration 5Q: 3 clusters Score -4671048 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4671561.000000 Penalty: 5180.314453
	Iteration 6Q: 3 clusters Score -4671561 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4672027.000000 Penalty: 5180.314453
	Iteration 7Q: 3 clusters Score -4672027 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4672517.500000 Penalty: 5180.314453
	Iteration 8Q: 3 clusters Score -4672518 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4672966.000000 Penalty: 5180.314453
	Iteration 9Q: 3 clusters Score -4672966 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4673439.500000 Penalty: 5180.314453
	Iteration 10Q: 3 clusters Score -4673440 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4673921.500000 Penalty: 5180.314453
	Iteration 11Q: 3 clusters Score -4673922 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4674492.500000 Penalty: 5180.314453
	Iteration 12Q: 3 clusters Score -4674492 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4675074.500000 Penalty: 5180.314453
	Iteration 13Q: 3 clusters Score -4675074 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4675768.000000 Penalty: 5180.314453
	Iteration 14Q: 3 clusters Score -4675768 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4676494.000000 Penalty: 5180.314453
	Iteration 15Q: 3 clusters Score -4676494 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4677218.000000 Penalty: 5180.314453
	Iteration 16Q: 3 clusters Score -4677218 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4677821.000000 Penalty: 5180.314453
	Iteration 17Q: 3 clusters Score -4677821 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -4678287.000000 Penalty: 5180.314453
	Iteration 18Q: 3 clusters Score -4678287 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4678550.500000 Penalty: 5180.314453
	Iteration 19Q: 3 clusters Score -4678550 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4678773.500000 Penalty: 5180.314453
	Iteration 20F: 3 clusters Score -4678774 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4678962.000000 Penalty: 5180.314453
	Iteration 21Q: 3 clusters Score -4678962 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4679144.500000 Penalty: 5180.314453
	Iteration 22Q: 3 clusters Score -4679144 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4679276.500000 Penalty: 5180.314453
	Iteration 23Q: 3 clusters Score -4679276 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4679441.000000 Penalty: 5180.314453
	Iteration 24Q: 3 clusters Score -4679441 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4679538.500000 Penalty: 5180.314453
	Iteration 25Q: 3 clusters Score -4679538 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -4679653.000000 Penalty: 5180.314453
	Iteration 26Q: 3 clusters Score -4679653 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4679730.000000 Penalty: 5180.314453
	Iteration 27Q: 3 clusters Score -4679730 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4679780.500000 Penalty: 5180.314453
	Iteration 28Q: 3 clusters Score -4679780 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4679825.500000 Penalty: 5180.314453
	Iteration 29Q: 3 clusters Score -4679826 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4679860.500000 Penalty: 5180.314453
	Iteration 30Q: 3 clusters Score -4679860 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4679900.500000 Penalty: 5180.314453
	Iteration 31Q: 3 clusters Score -4679900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4679925.000000 Penalty: 5180.314453
	Iteration 32Q: 3 clusters Score -4679925 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4679939.500000 Penalty: 5180.314453
	Iteration 33Q: 3 clusters Score -4679940 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4679967.500000 Penalty: 5180.314453
	Iteration 34Q: 3 clusters Score -4679968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4679986.500000 Penalty: 5180.314453
	Iteration 35Q: 3 clusters Score -4679986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4680032.500000 Penalty: 5180.314453
	Iteration 36Q: 3 clusters Score -4680032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4680047.500000 Penalty: 5180.314453
	Iteration 37Q: 3 clusters Score -4680048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4680071.000000 Penalty: 5180.314453
	Iteration 38Q: 3 clusters Score -4680071 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4680089.000000 Penalty: 5180.314453
	Iteration 39Q: 3 clusters Score -4680089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -4680103.000000 Penalty: 5180.314453
	Iteration 40F: 3 clusters Score -4680103 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4680129.500000 Penalty: 5180.314453
	Iteration 41Q: 3 clusters Score -4680130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4680147.000000 Penalty: 5180.314453
	Iteration 42Q: 3 clusters Score -4680147 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -4680144.000000 Penalty: 5180.314453
	Iteration 43Q: 3 clusters Score -4680144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4680173.500000 Penalty: 5180.314453
	Iteration 44Q: 3 clusters Score -4680174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4680198.500000 Penalty: 5180.314453
	Iteration 45Q: 3 clusters Score -4680198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4680224.500000 Penalty: 5180.314453
	Iteration 46Q: 3 clusters Score -4680224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -4680248.000000 Penalty: 5180.314453
	Iteration 47Q: 3 clusters Score -4680248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4680272.000000 Penalty: 5180.314453
	Iteration 48Q: 3 clusters Score -4680272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4680280.500000 Penalty: 5180.314453
	Iteration 49Q: 3 clusters Score -4680280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4680301.000000 Penalty: 5180.314453
	Iteration 50Q: 3 clusters Score -4680301 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4680336.000000 Penalty: 5180.314453
	Iteration 51Q: 3 clusters Score -4680336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4680365.000000 Penalty: 5180.314453
	Iteration 52Q: 3 clusters Score -4680365 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4680402.000000 Penalty: 5180.314453
	Iteration 53Q: 3 clusters Score -4680402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4680447.500000 Penalty: 5180.314453
	Iteration 54Q: 3 clusters Score -4680448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4680483.500000 Penalty: 5180.314453
	Iteration 55Q: 3 clusters Score -4680484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4680521.500000 Penalty: 5180.314453
	Iteration 56Q: 3 clusters Score -4680522 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -4680554.000000 Penalty: 5180.314453
	Iteration 57Q: 3 clusters Score -4680554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -4680586.000000 Penalty: 5180.314453
	Iteration 58Q: 3 clusters Score -4680586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4680608.000000 Penalty: 5180.314453
	Iteration 59Q: 3 clusters Score -4680608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4680645.000000 Penalty: 5180.314453
	Iteration 60F: 3 clusters Score -4680645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4680682.000000 Penalty: 5180.314453
	Iteration 61Q: 3 clusters Score -4680682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4680716.000000 Penalty: 5180.314453
	Iteration 62Q: 3 clusters Score -4680716 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4680739.500000 Penalty: 5180.314453
	Iteration 63Q: 3 clusters Score -4680740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4680762.500000 Penalty: 5180.314453
	Iteration 64Q: 3 clusters Score -4680762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4680786.500000 Penalty: 5180.314453
	Iteration 65Q: 3 clusters Score -4680786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -4680810.500000 Penalty: 5180.314453
	Iteration 66Q: 3 clusters Score -4680810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4680825.000000 Penalty: 5180.314453
	Iteration 67Q: 3 clusters Score -4680825 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4680843.500000 Penalty: 5180.314453
	Iteration 68Q: 3 clusters Score -4680844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4680859.500000 Penalty: 5180.314453
	Iteration 69Q: 3 clusters Score -4680860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4680876.500000 Penalty: 5180.314453
	Iteration 70Q: 3 clusters Score -4680876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -4680899.000000 Penalty: 5180.314453
	Iteration 71Q: 3 clusters Score -4680899 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -4680920.500000 Penalty: 5180.314453
	Iteration 72Q: 3 clusters Score -4680920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4680949.000000 Penalty: 5180.314453
	Iteration 73Q: 3 clusters Score -4680949 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4680974.000000 Penalty: 5180.314453
	Iteration 74Q: 3 clusters Score -4680974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4680981.500000 Penalty: 5180.314453
	Iteration 75Q: 3 clusters Score -4680982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4681004.500000 Penalty: 5180.314453
	Iteration 76Q: 3 clusters Score -4681004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4681022.000000 Penalty: 5180.314453
	Iteration 77Q: 3 clusters Score -4681022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -4681032.000000 Penalty: 5180.314453
	Iteration 78Q: 3 clusters Score -4681032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4681054.500000 Penalty: 5180.314453
	Iteration 79Q: 3 clusters Score -4681054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4681060.500000 Penalty: 5180.314453
	Iteration 80F: 3 clusters Score -4681060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4681078.000000 Penalty: 5180.314453
	Iteration 81Q: 3 clusters Score -4681078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4681099.000000 Penalty: 5180.314453
	Iteration 82Q: 3 clusters Score -4681099 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4681126.000000 Penalty: 5180.314453
	Iteration 83Q: 3 clusters Score -4681126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4681151.000000 Penalty: 5180.314453
	Iteration 84Q: 3 clusters Score -4681151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4681168.000000 Penalty: 5180.314453
	Iteration 85Q: 3 clusters Score -4681168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4681181.000000 Penalty: 5180.314453
	Iteration 86Q: 3 clusters Score -4681181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4681189.500000 Penalty: 5180.314453
	Iteration 87Q: 3 clusters Score -4681190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4681206.000000 Penalty: 5180.314453
	Iteration 88Q: 3 clusters Score -4681206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -4681209.000000 Penalty: 5180.314453
	Iteration 89Q: 3 clusters Score -4681209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4681217.500000 Penalty: 5180.314453
	Iteration 90Q: 3 clusters Score -4681218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4681252.000000 Penalty: 5180.314453
	Iteration 91Q: 3 clusters Score -4681252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4681252.000000 Penalty: 5180.314453
	Iteration 92Q: 3 clusters Score -4681252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4681261.000000 Penalty: 5180.314453
	Iteration 93Q: 3 clusters Score -4681261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4681268.000000 Penalty: 5180.314453
	Iteration 94Q: 3 clusters Score -4681268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4681288.000000 Penalty: 5180.314453
	Iteration 95Q: 3 clusters Score -4681288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4681310.000000 Penalty: 5180.314453
	Iteration 96Q: 3 clusters Score -4681310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4681330.000000 Penalty: 5180.314453
	Iteration 97Q: 3 clusters Score -4681330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4681344.500000 Penalty: 5180.314453
	Iteration 98Q: 3 clusters Score -4681344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4681352.000000 Penalty: 5180.314453
	Iteration 99Q: 3 clusters Score -4681352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4681363.000000 Penalty: 5180.314453
	Iteration 100F: 3 clusters Score -4681363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4681369.000000 Penalty: 5180.314453
	Iteration 101Q: 3 clusters Score -4681369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4681394.500000 Penalty: 5180.314453
	Iteration 102Q: 3 clusters Score -4681394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4681417.000000 Penalty: 5180.314453
	Iteration 103Q: 3 clusters Score -4681417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4681450.500000 Penalty: 5180.314453
	Iteration 104Q: 3 clusters Score -4681450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4681469.000000 Penalty: 5180.314453
	Iteration 105Q: 3 clusters Score -4681469 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4681493.500000 Penalty: 5180.314453
	Iteration 106Q: 3 clusters Score -4681494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4681519.500000 Penalty: 5180.314453
	Iteration 107Q: 3 clusters Score -4681520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4681550.500000 Penalty: 5180.314453
	Iteration 108Q: 3 clusters Score -4681550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4681595.000000 Penalty: 5180.314453
	Iteration 109Q: 3 clusters Score -4681595 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4681629.500000 Penalty: 5180.314453
	Iteration 110Q: 3 clusters Score -4681630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4681654.500000 Penalty: 5180.314453
	Iteration 111Q: 3 clusters Score -4681654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4681687.500000 Penalty: 5180.314453
	Iteration 112Q: 3 clusters Score -4681688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4681733.500000 Penalty: 5180.314453
	Iteration 113Q: 3 clusters Score -4681734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -4681768.000000 Penalty: 5180.314453
	Iteration 114Q: 3 clusters Score -4681768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4681782.500000 Penalty: 5180.314453
	Iteration 115Q: 3 clusters Score -4681782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4681806.000000 Penalty: 5180.314453
	Iteration 116Q: 3 clusters Score -4681806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4681832.000000 Penalty: 5180.314453
	Iteration 117Q: 3 clusters Score -4681832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4681857.000000 Penalty: 5180.314453
	Iteration 118Q: 3 clusters Score -4681857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4681877.500000 Penalty: 5180.314453
	Iteration 119Q: 3 clusters Score -4681878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4681897.500000 Penalty: 5180.314453
	Iteration 120F: 3 clusters Score -4681898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4681917.500000 Penalty: 5180.314453
	Iteration 121Q: 3 clusters Score -4681918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4681943.500000 Penalty: 5180.314453
	Iteration 122Q: 3 clusters Score -4681944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4681952.500000 Penalty: 5180.314453
	Iteration 123Q: 3 clusters Score -4681952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4681966.000000 Penalty: 5180.314453
	Iteration 124Q: 3 clusters Score -4681966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4681987.000000 Penalty: 5180.314453
	Iteration 125Q: 3 clusters Score -4681987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4682000.500000 Penalty: 5180.314453
	Iteration 126Q: 3 clusters Score -4682000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4682021.500000 Penalty: 5180.314453
	Iteration 127Q: 3 clusters Score -4682022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4682031.500000 Penalty: 5180.314453
	Iteration 128Q: 3 clusters Score -4682032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4682040.500000 Penalty: 5180.314453
	Iteration 129Q: 3 clusters Score -4682040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4682049.500000 Penalty: 5180.314453
	Iteration 130Q: 3 clusters Score -4682050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4682058.500000 Penalty: 5180.314453
	Iteration 131Q: 3 clusters Score -4682058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4682073.000000 Penalty: 5180.314453
	Iteration 132Q: 3 clusters Score -4682073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4682080.000000 Penalty: 5180.314453
	Iteration 133Q: 3 clusters Score -4682080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4682094.500000 Penalty: 5180.314453
	Iteration 134Q: 3 clusters Score -4682094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4682109.000000 Penalty: 5180.314453
	Iteration 135Q: 3 clusters Score -4682109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4682111.000000 Penalty: 5180.314453
	Iteration 136Q: 3 clusters Score -4682111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4682112.500000 Penalty: 5180.314453
	Iteration 137Q: 3 clusters Score -4682112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4682110.000000 Penalty: 5180.314453
	Iteration 138Q: 3 clusters Score -4682110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4682112.000000 Penalty: 5180.314453
	Iteration 139Q: 3 clusters Score -4682112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4682112.000000 Penalty: 5180.314453
	Iteration 140F: 3 clusters Score -4682112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4682112.500000 Penalty: 5180.314453
	Iteration 141Q: 3 clusters Score -4682112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4682117.500000 Penalty: 5180.314453
	Iteration 142Q: 3 clusters Score -4682118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4682121.000000 Penalty: 5180.314453
	Iteration 143Q: 3 clusters Score -4682121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4682127.500000 Penalty: 5180.314453
	Iteration 144Q: 3 clusters Score -4682128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4682128.500000 Penalty: 5180.314453
	Iteration 145Q: 3 clusters Score -4682128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4682130.000000 Penalty: 5180.314453
	Iteration 146Q: 3 clusters Score -4682130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4682133.000000 Penalty: 5180.314453
	Iteration 147Q: 3 clusters Score -4682133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4682132.500000 Penalty: 5180.314453
	Iteration 148Q: 3 clusters Score -4682132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4682132.500000 Penalty: 5180.314453
	Iteration 149F: 3 clusters Score -4682132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -48566.347656 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -48566.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47078.097656 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -47078.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47542.597656 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -47542.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47899.921875 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -47899.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48290.132812 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -48290.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48468.449219 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -48468.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48608.394531 Penalty: 3079.460693
	Iteration 5F: 3 clusters Score -48608.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -48710.839844 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -48710.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -48750.320312 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -48750.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -48763.667969 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -48763.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48769.089844 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -48769.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48773.093750 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -48773.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48773.093750 Penalty: 3079.460693
	Iteration 11F: 3 clusters Score -48773.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145873 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26085 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 27541 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34344 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48599 members 
Mstep: Class 21 contains 49752 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 132 members 
Entering Unmasked Estep 
Score: -62762744.000000 Penalty: 74571.539062
Splitting cluster 17 changes total score from -62763200.000000 to -62762744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -353978.375000 Penalty: 1965.797363
	Iteration 0F: 2 clusters Score -353978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -350871.500000 Penalty: 3931.594727
	Iteration 0F: 3 clusters Score -350871.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -351505.187500 Penalty: 3931.594727
	Iteration 1F: 3 clusters Score -351505.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -351676.875000 Penalty: 3931.594727
	Iteration 2F: 3 clusters Score -351676.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -351763.406250 Penalty: 3931.594727
	Iteration 3Q: 3 clusters Score -351763.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351822.625000 Penalty: 3931.594727
	Iteration 4Q: 3 clusters Score -351822.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -351892.906250 Penalty: 3931.594727
	Iteration 5Q: 3 clusters Score -351892.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -351958.843750 Penalty: 3931.594727
	Iteration 6Q: 3 clusters Score -351958.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -352016.156250 Penalty: 3931.594727
	Iteration 7Q: 3 clusters Score -352016.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -352063.875000 Penalty: 3931.594727
	Iteration 8Q: 3 clusters Score -352063.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -352103.843750 Penalty: 3931.594727
	Iteration 9Q: 3 clusters Score -352103.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -352126.468750 Penalty: 3931.594727
	Iteration 10Q: 3 clusters Score -352126.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -352138.968750 Penalty: 3931.594727
	Iteration 11Q: 3 clusters Score -352139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -352148.750000 Penalty: 3931.594727
	Iteration 12Q: 3 clusters Score -352148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -352156.218750 Penalty: 3931.594727
	Iteration 13Q: 3 clusters Score -352156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -352159.031250 Penalty: 3931.594727
	Iteration 14Q: 3 clusters Score -352159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -352166.843750 Penalty: 3931.594727
	Iteration 15Q: 3 clusters Score -352166.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -352177.781250 Penalty: 3931.594727
	Iteration 16Q: 3 clusters Score -352177.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -352189.968750 Penalty: 3931.594727
	Iteration 17Q: 3 clusters Score -352190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -352206.406250 Penalty: 3931.594727
	Iteration 18Q: 3 clusters Score -352206.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -352221.968750 Penalty: 3931.594727
	Iteration 19Q: 3 clusters Score -352222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -352233.000000 Penalty: 3931.594727
	Iteration 20F: 3 clusters Score -352233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352239.156250 Penalty: 3931.594727
	Iteration 21Q: 3 clusters Score -352239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -352244.531250 Penalty: 3931.594727
	Iteration 22Q: 3 clusters Score -352244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -352250.218750 Penalty: 3931.594727
	Iteration 23Q: 3 clusters Score -352250.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -352260.093750 Penalty: 3931.594727
	Iteration 24Q: 3 clusters Score -352260.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -352276.531250 Penalty: 3931.594727
	Iteration 25Q: 3 clusters Score -352276.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -352289.531250 Penalty: 3931.594727
	Iteration 26Q: 3 clusters Score -352289.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -352307.937500 Penalty: 3931.594727
	Iteration 27Q: 3 clusters Score -352307.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -352326.031250 Penalty: 3931.594727
	Iteration 28Q: 3 clusters Score -352326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -352354.625000 Penalty: 3931.594727
	Iteration 29Q: 3 clusters Score -352354.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -352376.375000 Penalty: 3931.594727
	Iteration 30Q: 3 clusters Score -352376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -352398.437500 Penalty: 3931.594727
	Iteration 31Q: 3 clusters Score -352398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -352413.750000 Penalty: 3931.594727
	Iteration 32Q: 3 clusters Score -352413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -352426.718750 Penalty: 3931.594727
	Iteration 33Q: 3 clusters Score -352426.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -352443.500000 Penalty: 3931.594727
	Iteration 34Q: 3 clusters Score -352443.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -352460.750000 Penalty: 3931.594727
	Iteration 35Q: 3 clusters Score -352460.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -352473.843750 Penalty: 3931.594727
	Iteration 36Q: 3 clusters Score -352473.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -352486.375000 Penalty: 3931.594727
	Iteration 37Q: 3 clusters Score -352486.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -352495.250000 Penalty: 3931.594727
	Iteration 38Q: 3 clusters Score -352495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -352501.656250 Penalty: 3931.594727
	Iteration 39Q: 3 clusters Score -352501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352506.000000 Penalty: 3931.594727
	Iteration 40F: 3 clusters Score -352506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -352512.000000 Penalty: 3931.594727
	Iteration 41Q: 3 clusters Score -352512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352518.968750 Penalty: 3931.594727
	Iteration 42Q: 3 clusters Score -352519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -352526.000000 Penalty: 3931.594727
	Iteration 43Q: 3 clusters Score -352526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -352528.500000 Penalty: 3931.594727
	Iteration 44Q: 3 clusters Score -352528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -352529.406250 Penalty: 3931.594727
	Iteration 45Q: 3 clusters Score -352529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -352529.750000 Penalty: 3931.594727
	Iteration 46Q: 3 clusters Score -352529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -352530.750000 Penalty: 3931.594727
	Iteration 47Q: 3 clusters Score -352530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -352530.750000 Penalty: 3931.594727
	Iteration 48F: 3 clusters Score -352530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -20613.597656 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -20613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19574.292969 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -19574.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19814.226562 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -19814.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19915.992188 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -19915.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19931.751953 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -19931.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19934.373047 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -19934.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19934.373047 Penalty: 2748.466797
	Iteration 5F: 3 clusters Score -19934.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Entering Unmasked Estep 
Score: -6367559.000000 Penalty: 2676.256836
	Iteration 0F: 2 clusters Score -6367559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -6334626.000000 Penalty: 5352.513672
	Iteration 0F: 3 clusters Score -6334626 nChanged 22501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -6347017.500000 Penalty: 5352.513672
	Iteration 1F: 3 clusters Score -6347018 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -6347563.500000 Penalty: 5352.513672
	Iteration 2Q: 3 clusters Score -6347564 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -6348095.500000 Penalty: 5352.513672
	Iteration 3Q: 3 clusters Score -6348096 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6348632.000000 Penalty: 5352.513672
	Iteration 4Q: 3 clusters Score -6348632 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6349184.500000 Penalty: 5352.513672
	Iteration 5Q: 3 clusters Score -6349184 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -6349730.000000 Penalty: 5352.513672
	Iteration 6Q: 3 clusters Score -6349730 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -6350211.500000 Penalty: 5352.513672
	Iteration 7Q: 3 clusters Score -6350212 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -6350722.500000 Penalty: 5352.513672
	Iteration 8Q: 3 clusters Score -6350722 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6351199.500000 Penalty: 5352.513672
	Iteration 9Q: 3 clusters Score -6351200 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -6351698.500000 Penalty: 5352.513672
	Iteration 10Q: 3 clusters Score -6351698 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -6352234.500000 Penalty: 5352.513672
	Iteration 11Q: 3 clusters Score -6352234 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -6352842.000000 Penalty: 5352.513672
	Iteration 12Q: 3 clusters Score -6352842 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -6353534.000000 Penalty: 5352.513672
	Iteration 13Q: 3 clusters Score -6353534 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -6354324.000000 Penalty: 5352.513672
	Iteration 14Q: 3 clusters Score -6354324 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -6355383.500000 Penalty: 5352.513672
	Iteration 15Q: 3 clusters Score -6355384 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -6356622.500000 Penalty: 5352.513672
	Iteration 16Q: 3 clusters Score -6356622 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -6357992.000000 Penalty: 5352.513672
	Iteration 17Q: 3 clusters Score -6357992 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6359349.500000 Penalty: 5352.513672
	Iteration 18Q: 3 clusters Score -6359350 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -6360591.500000 Penalty: 5352.513672
	Iteration 19Q: 3 clusters Score -6360592 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -6361727.500000 Penalty: 5352.513672
	Iteration 20F: 3 clusters Score -6361728 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -6362584.000000 Penalty: 5352.513672
	Iteration 21Q: 3 clusters Score -6362584 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -6363223.000000 Penalty: 5352.513672
	Iteration 22Q: 3 clusters Score -6363223 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6363754.000000 Penalty: 5352.513672
	Iteration 23Q: 3 clusters Score -6363754 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6364185.000000 Penalty: 5352.513672
	Iteration 24Q: 3 clusters Score -6364185 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6364499.000000 Penalty: 5352.513672
	Iteration 25Q: 3 clusters Score -6364499 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6364719.500000 Penalty: 5352.513672
	Iteration 26Q: 3 clusters Score -6364720 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6364856.000000 Penalty: 5352.513672
	Iteration 27Q: 3 clusters Score -6364856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6364945.000000 Penalty: 5352.513672
	Iteration 28Q: 3 clusters Score -6364945 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6365026.000000 Penalty: 5352.513672
	Iteration 29Q: 3 clusters Score -6365026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6365060.000000 Penalty: 5352.513672
	Iteration 30Q: 3 clusters Score -6365060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6365092.000000 Penalty: 5352.513672
	Iteration 31Q: 3 clusters Score -6365092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6365109.000000 Penalty: 5352.513672
	Iteration 32Q: 3 clusters Score -6365109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6365139.000000 Penalty: 5352.513672
	Iteration 33Q: 3 clusters Score -6365139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6365171.000000 Penalty: 5352.513672
	Iteration 34Q: 3 clusters Score -6365171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6365182.500000 Penalty: 5352.513672
	Iteration 35Q: 3 clusters Score -6365182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6365206.000000 Penalty: 5352.513672
	Iteration 36Q: 3 clusters Score -6365206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6365213.000000 Penalty: 5352.513672
	Iteration 37Q: 3 clusters Score -6365213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6365224.000000 Penalty: 5352.513672
	Iteration 38Q: 3 clusters Score -6365224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6365244.500000 Penalty: 5352.513672
	Iteration 39Q: 3 clusters Score -6365244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6365249.000000 Penalty: 5352.513672
	Iteration 40F: 3 clusters Score -6365249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6365261.500000 Penalty: 5352.513672
	Iteration 41Q: 3 clusters Score -6365262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6365266.000000 Penalty: 5352.513672
	Iteration 42Q: 3 clusters Score -6365266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6365274.000000 Penalty: 5352.513672
	Iteration 43Q: 3 clusters Score -6365274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6365281.000000 Penalty: 5352.513672
	Iteration 44Q: 3 clusters Score -6365281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6365281.500000 Penalty: 5352.513672
	Iteration 45Q: 3 clusters Score -6365282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6365288.000000 Penalty: 5352.513672
	Iteration 46Q: 3 clusters Score -6365288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6365296.500000 Penalty: 5352.513672
	Iteration 47Q: 3 clusters Score -6365296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6365308.500000 Penalty: 5352.513672
	Iteration 48Q: 3 clusters Score -6365308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6365306.500000 Penalty: 5352.513672
	Iteration 49Q: 3 clusters Score -6365306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6365308.000000 Penalty: 5352.513672
	Iteration 50Q: 3 clusters Score -6365308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6365317.500000 Penalty: 5352.513672
	Iteration 51Q: 3 clusters Score -6365318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6365314.500000 Penalty: 5352.513672
	Iteration 52Q: 3 clusters Score -6365314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6365318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6365311.000000 Penalty: 5352.513672
	Iteration 54Q: 3 clusters Score -6365311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6365309.500000 Penalty: 5352.513672
	Iteration 55Q: 3 clusters Score -6365310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6365309.500000 Penalty: 5352.513672
	Iteration 56F: 3 clusters Score -6365310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 145873 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 26085 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 27541 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34344 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 23 clusters Score -6.276575e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 146582 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 26261 members 
Mstep: Class 11 contains 22704 members 
Mstep: Class 12 contains 27919 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34783 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49142 members 
Mstep: Class 21 contains 48857 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
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Iteration 160F: 23 clusters Score -6.277026e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 142835 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 25683 members 
Mstep: Class 11 contains 22446 members 
Mstep: Class 12 contains 27300 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34264 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48892 members 
Mstep: Class 21 contains 56231 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
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Iteration 161Q: 23 clusters Score -6.277332e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 7918 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 137630 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 25158 members 
Mstep: Class 11 contains 22278 members 
Mstep: Class 12 contains 26730 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 33773 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2780 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48817 members 
Mstep: Class 21 contains 62223 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
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Iteration 162Q: 23 clusters Score -6.277579e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 131375 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 24606 members 
Mstep: Class 11 contains 22124 members 
Mstep: Class 12 contains 26068 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 33327 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48796 members 
Mstep: Class 21 contains 68456 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
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Iteration 163Q: 23 clusters Score -6.277833e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 124456 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 24085 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 12 contains 25368 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 32860 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48791 members 
Mstep: Class 21 contains 74686 members 
Mstep: Class 22 contains 420 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -6.278142e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 117749 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5880 members 
Mstep: Class 10 contains 23602 members 
Mstep: Class 11 contains 21870 members 
Mstep: Class 12 contains 24611 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 32367 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48798 members 
Mstep: Class 21 contains 80331 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -6.278386e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 593 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 7344 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 112066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 23233 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 23868 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 31908 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48873 members 
Mstep: Class 21 contains 85115 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -6.278428e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7232 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 108779 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 23005 members 
Mstep: Class 11 contains 21675 members 
Mstep: Class 12 contains 23231 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31542 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 21 contains 87772 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -6.278427e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 7154 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 107460 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 22890 members 
Mstep: Class 11 contains 21617 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31263 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49196 members 
Mstep: Class 21 contains 88598 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -6.278408e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 7100 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 106814 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 22832 members 
Mstep: Class 11 contains 21586 members 
Mstep: Class 12 contains 22274 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31073 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2843 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49448 members 
Mstep: Class 21 contains 88786 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -6.278412e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 7055 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 106409 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 6026 members 
Mstep: Class 10 contains 22795 members 
Mstep: Class 11 contains 21570 members 
Mstep: Class 12 contains 21884 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30908 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49692 members 
Mstep: Class 21 contains 88926 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -6.278403e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 7021 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 106120 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 22753 members 
Mstep: Class 11 contains 21549 members 
Mstep: Class 12 contains 21569 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30766 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49914 members 
Mstep: Class 21 contains 89005 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -6.278422e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 6992 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 105838 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 22754 members 
Mstep: Class 11 contains 21533 members 
Mstep: Class 12 contains 21295 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30666 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50144 members 
Mstep: Class 21 contains 89086 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -6.278404e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 6973 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 105591 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5952 members 
Mstep: Class 10 contains 22778 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 21079 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30560 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50349 members 
Mstep: Class 21 contains 89145 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -6.278416e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 105356 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 22821 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 20907 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30463 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50548 members 
Mstep: Class 21 contains 89222 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -6.278406e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 6950 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 105146 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 22889 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 20748 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50743 members 
Mstep: Class 21 contains 89241 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -6.278418e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 104945 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 22951 members 
Mstep: Class 11 contains 21509 members 
Mstep: Class 12 contains 20607 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30303 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50938 members 
Mstep: Class 21 contains 89247 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -6.278433e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108910 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 104760 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 23009 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 20484 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30224 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51118 members 
Mstep: Class 21 contains 89274 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -6.27843e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 104593 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 23039 members 
Mstep: Class 11 contains 21488 members 
Mstep: Class 12 contains 20366 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30162 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51252 members 
Mstep: Class 21 contains 89309 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -6.278441e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 104414 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 23086 members 
Mstep: Class 11 contains 21475 members 
Mstep: Class 12 contains 20289 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30120 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3028 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51386 members 
Mstep: Class 21 contains 89308 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -6.278434e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109321 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 104246 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 23106 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 20229 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30079 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51500 members 
Mstep: Class 21 contains 89325 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -6.27853e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 100747 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 23076 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 20121 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29974 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51605 members 
Mstep: Class 21 contains 92934 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -6.278538e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 97753 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 23105 members 
Mstep: Class 11 contains 21399 members 
Mstep: Class 12 contains 19967 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29847 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51843 members 
Mstep: Class 21 contains 95955 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -6.278529e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 95489 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5803 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 21358 members 
Mstep: Class 12 contains 19799 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29734 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52162 members 
Mstep: Class 21 contains 98203 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62785692.000000 Penalty: 71329.296875
Iteration 183Q: 23 clusters Score -6.278569e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 93972 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 23302 members 
Mstep: Class 11 contains 21330 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52434 members 
Mstep: Class 21 contains 100122 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62786272.000000 Penalty: 71329.296875
Iteration 184Q: 23 clusters Score -6.278627e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 93304 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 23380 members 
Mstep: Class 11 contains 21296 members 
Mstep: Class 12 contains 19518 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29481 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52632 members 
Mstep: Class 21 contains 101935 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62786760.000000 Penalty: 71329.296875
Iteration 185Q: 23 clusters Score -6.278676e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6768 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 92666 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 23436 members 
Mstep: Class 11 contains 21260 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29349 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52813 members 
Mstep: Class 21 contains 103620 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62786968.000000 Penalty: 71329.296875
Iteration 186Q: 23 clusters Score -6.278697e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 92072 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 23506 members 
Mstep: Class 11 contains 21219 members 
Mstep: Class 12 contains 19283 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29240 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52987 members 
Mstep: Class 21 contains 105160 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787396.000000 Penalty: 71329.296875
Iteration 187Q: 23 clusters Score -6.27874e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 91756 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 23574 members 
Mstep: Class 11 contains 21182 members 
Mstep: Class 12 contains 19172 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29137 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53123 members 
Mstep: Class 21 contains 106621 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788032.000000 Penalty: 71329.296875
Iteration 188Q: 23 clusters Score -6.278803e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 91611 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 23606 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29024 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53258 members 
Mstep: Class 21 contains 107867 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788492.000000 Penalty: 71329.296875
Iteration 189Q: 23 clusters Score -6.278849e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 6678 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 91489 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 21112 members 
Mstep: Class 12 contains 18973 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28935 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53370 members 
Mstep: Class 21 contains 108993 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788448.000000 Penalty: 71329.296875
Iteration 190Q: 23 clusters Score -6.278845e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 91510 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 23588 members 
Mstep: Class 11 contains 21071 members 
Mstep: Class 12 contains 18847 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28860 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53457 members 
Mstep: Class 21 contains 109964 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788664.000000 Penalty: 71329.296875
Iteration 191Q: 23 clusters Score -6.278866e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 91644 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 23560 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 18739 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28777 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53558 members 
Mstep: Class 21 contains 110735 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788884.000000 Penalty: 71329.296875
Iteration 192Q: 23 clusters Score -6.278888e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6586 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 92058 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 23528 members 
Mstep: Class 11 contains 20985 members 
Mstep: Class 12 contains 18616 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28701 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53649 members 
Mstep: Class 21 contains 111418 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789588.000000 Penalty: 71329.296875
Iteration 193Q: 23 clusters Score -6.278959e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 92824 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 23499 members 
Mstep: Class 11 contains 20949 members 
Mstep: Class 12 contains 18465 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28634 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53741 members 
Mstep: Class 21 contains 111896 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790004.000000 Penalty: 71329.296875
Iteration 194Q: 23 clusters Score -6.279e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 6488 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 93826 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 23483 members 
Mstep: Class 11 contains 20916 members 
Mstep: Class 12 contains 18323 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28554 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53821 members 
Mstep: Class 21 contains 112106 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789964.000000 Penalty: 71329.296875
Iteration 195Q: 23 clusters Score -6.278996e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 95022 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 23476 members 
Mstep: Class 11 contains 20880 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28489 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53921 members 
Mstep: Class 21 contains 112140 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789960.000000 Penalty: 71329.296875
Iteration 196Q: 23 clusters Score -6.278996e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 96422 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 23455 members 
Mstep: Class 11 contains 20848 members 
Mstep: Class 12 contains 18058 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28438 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53993 members 
Mstep: Class 21 contains 112052 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790148.000000 Penalty: 71329.296875
Iteration 197Q: 23 clusters Score -6.279015e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 97866 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 23430 members 
Mstep: Class 11 contains 20805 members 
Mstep: Class 12 contains 17962 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28386 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3627 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 54057 members 
Mstep: Class 21 contains 111745 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790300.000000 Penalty: 71329.296875
Iteration 198Q: 23 clusters Score -6.27903e+07 nChanged 3333
Entering ConstructFrom: 
Score: -62790300.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 1 (93968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Entering Unmasked Estep 
Score: -12587555.000000 Penalty: 2839.775879
	Iteration 0F: 2 clusters Score -1.258756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -12525035.000000 Penalty: 5679.551758
	Iteration 0F: 3 clusters Score -1.252504e+07 nChanged 44274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -12550145.000000 Penalty: 5679.551758
	Iteration 1F: 3 clusters Score -1.255014e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -12550738.000000 Penalty: 5679.551758
	Iteration 2Q: 3 clusters Score -1.255074e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -12551322.000000 Penalty: 5679.551758
	Iteration 3Q: 3 clusters Score -1.255132e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -12552051.000000 Penalty: 5679.551758
	Iteration 4Q: 3 clusters Score -1.255205e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -12552970.000000 Penalty: 5679.551758
	Iteration 5Q: 3 clusters Score -1.255297e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -12554537.000000 Penalty: 5679.551758
	Iteration 6Q: 3 clusters Score -1.255454e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -12556892.000000 Penalty: 5679.551758
	Iteration 7F: 3 clusters Score -1.255689e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -12561097.000000 Penalty: 5679.551758
	Iteration 8F: 3 clusters Score -1.25611e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -12566971.000000 Penalty: 5679.551758
	Iteration 9F: 3 clusters Score -1.256697e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -12573673.000000 Penalty: 5679.551758
	Iteration 10F: 3 clusters Score -1.257367e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -12578649.000000 Penalty: 5679.551758
	Iteration 11F: 3 clusters Score -1.257865e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -12581448.000000 Penalty: 5679.551758
	Iteration 12Q: 3 clusters Score -1.258145e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -12582980.000000 Penalty: 5679.551758
	Iteration 13Q: 3 clusters Score -1.258298e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -12583862.000000 Penalty: 5679.551758
	Iteration 14Q: 3 clusters Score -1.258386e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -12584409.000000 Penalty: 5679.551758
	Iteration 15Q: 3 clusters Score -1.258441e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -12584822.000000 Penalty: 5679.551758
	Iteration 16Q: 3 clusters Score -1.258482e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -12585107.000000 Penalty: 5679.551758
	Iteration 17Q: 3 clusters Score -1.258511e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12585367.000000 Penalty: 5679.551758
	Iteration 18Q: 3 clusters Score -1.258537e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12585595.000000 Penalty: 5679.551758
	Iteration 19Q: 3 clusters Score -1.25856e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -12585749.000000 Penalty: 5679.551758
	Iteration 20F: 3 clusters Score -1.258575e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12585851.000000 Penalty: 5679.551758
	Iteration 21Q: 3 clusters Score -1.258585e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12585983.000000 Penalty: 5679.551758
	Iteration 22Q: 3 clusters Score -1.258598e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12586061.000000 Penalty: 5679.551758
	Iteration 23Q: 3 clusters Score -1.258606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12586103.000000 Penalty: 5679.551758
	Iteration 24Q: 3 clusters Score -1.25861e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12586143.000000 Penalty: 5679.551758
	Iteration 25Q: 3 clusters Score -1.258614e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12586166.000000 Penalty: 5679.551758
	Iteration 26Q: 3 clusters Score -1.258617e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12586191.000000 Penalty: 5679.551758
	Iteration 27Q: 3 clusters Score -1.258619e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12586223.000000 Penalty: 5679.551758
	Iteration 28Q: 3 clusters Score -1.258622e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12586259.000000 Penalty: 5679.551758
	Iteration 29Q: 3 clusters Score -1.258626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12586255.000000 Penalty: 5679.551758
	Iteration 30Q: 3 clusters Score -1.258626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12586257.000000 Penalty: 5679.551758
	Iteration 31Q: 3 clusters Score -1.258626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12586261.000000 Penalty: 5679.551758
	Iteration 32Q: 3 clusters Score -1.258626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12586263.000000 Penalty: 5679.551758
	Iteration 33Q: 3 clusters Score -1.258626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12586268.000000 Penalty: 5679.551758
	Iteration 34Q: 3 clusters Score -1.258627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12586276.000000 Penalty: 5679.551758
	Iteration 35Q: 3 clusters Score -1.258628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12586289.000000 Penalty: 5679.551758
	Iteration 36Q: 3 clusters Score -1.258629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -12586300.000000 Penalty: 5679.551758
	Iteration 37Q: 3 clusters Score -1.25863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12586288.000000 Penalty: 5679.551758
	Iteration 38Q: 3 clusters Score -1.258629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12586296.000000 Penalty: 5679.551758
	Iteration 39Q: 3 clusters Score -1.25863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12586299.000000 Penalty: 5679.551758
	Iteration 40F: 3 clusters Score -1.25863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12586297.000000 Penalty: 5679.551758
	Iteration 41Q: 3 clusters Score -1.25863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12586297.000000 Penalty: 5679.551758
	Iteration 42F: 3 clusters Score -1.25863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -369540.656250 Penalty: 1981.326904
	Iteration 0F: 2 clusters Score -369540.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -366372.156250 Penalty: 3962.653809
	Iteration 0F: 3 clusters Score -366372.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -367086.406250 Penalty: 3962.653809
	Iteration 1F: 3 clusters Score -367086.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -367258.031250 Penalty: 3962.653809
	Iteration 2F: 3 clusters Score -367258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -367361.656250 Penalty: 3962.653809
	Iteration 3F: 3 clusters Score -367361.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367415.906250 Penalty: 3962.653809
	Iteration 4Q: 3 clusters Score -367415.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -367455.062500 Penalty: 3962.653809
	Iteration 5Q: 3 clusters Score -367455.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367482.156250 Penalty: 3962.653809
	Iteration 6Q: 3 clusters Score -367482.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367515.906250 Penalty: 3962.653809
	Iteration 7Q: 3 clusters Score -367515.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -367540.906250 Penalty: 3962.653809
	Iteration 8Q: 3 clusters Score -367540.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -367554.437500 Penalty: 3962.653809
	Iteration 9Q: 3 clusters Score -367554.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -367569.156250 Penalty: 3962.653809
	Iteration 10Q: 3 clusters Score -367569.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367581.062500 Penalty: 3962.653809
	Iteration 11Q: 3 clusters Score -367581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -367595.250000 Penalty: 3962.653809
	Iteration 12Q: 3 clusters Score -367595.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -367609.593750 Penalty: 3962.653809
	Iteration 13Q: 3 clusters Score -367609.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367620.500000 Penalty: 3962.653809
	Iteration 14Q: 3 clusters Score -367620.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -367626.312500 Penalty: 3962.653809
	Iteration 15Q: 3 clusters Score -367626.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -367631.593750 Penalty: 3962.653809
	Iteration 16Q: 3 clusters Score -367631.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -367634.937500 Penalty: 3962.653809
	Iteration 17Q: 3 clusters Score -367634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -367639.187500 Penalty: 3962.653809
	Iteration 18Q: 3 clusters Score -367639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -367644.656250 Penalty: 3962.653809
	Iteration 19Q: 3 clusters Score -367644.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -367652.906250 Penalty: 3962.653809
	Iteration 20F: 3 clusters Score -367652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367657.718750 Penalty: 3962.653809
	Iteration 21Q: 3 clusters Score -367657.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367661.843750 Penalty: 3962.653809
	Iteration 22Q: 3 clusters Score -367661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -367671.250000 Penalty: 3962.653809
	Iteration 23Q: 3 clusters Score -367671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367676.593750 Penalty: 3962.653809
	Iteration 24Q: 3 clusters Score -367676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -367679.875000 Penalty: 3962.653809
	Iteration 25Q: 3 clusters Score -367679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -367684.937500 Penalty: 3962.653809
	Iteration 26Q: 3 clusters Score -367684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -367689.375000 Penalty: 3962.653809
	Iteration 27Q: 3 clusters Score -367689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367692.875000 Penalty: 3962.653809
	Iteration 28Q: 3 clusters Score -367692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367695.343750 Penalty: 3962.653809
	Iteration 29Q: 3 clusters Score -367695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367698.437500 Penalty: 3962.653809
	Iteration 30Q: 3 clusters Score -367698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -367700.406250 Penalty: 3962.653809
	Iteration 31Q: 3 clusters Score -367700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367702.312500 Penalty: 3962.653809
	Iteration 32Q: 3 clusters Score -367702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367703.718750 Penalty: 3962.653809
	Iteration 33Q: 3 clusters Score -367703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367705.437500 Penalty: 3962.653809
	Iteration 34Q: 3 clusters Score -367705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367707.156250 Penalty: 3962.653809
	Iteration 35Q: 3 clusters Score -367707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -367709.687500 Penalty: 3962.653809
	Iteration 36Q: 3 clusters Score -367709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367710.218750 Penalty: 3962.653809
	Iteration 37Q: 3 clusters Score -367710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -367710.781250 Penalty: 3962.653809
	Iteration 38Q: 3 clusters Score -367710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367712.000000 Penalty: 3962.653809
	Iteration 39Q: 3 clusters Score -367712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367714.062500 Penalty: 3962.653809
	Iteration 40F: 3 clusters Score -367714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -367715.656250 Penalty: 3962.653809
	Iteration 41Q: 3 clusters Score -367715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -367716.062500 Penalty: 3962.653809
	Iteration 42Q: 3 clusters Score -367716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367716.000000 Penalty: 3962.653809
	Iteration 43Q: 3 clusters Score -367716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367717.125000 Penalty: 3962.653809
	Iteration 44Q: 3 clusters Score -367717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367718.062500 Penalty: 3962.653809
	Iteration 45Q: 3 clusters Score -367718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367719.250000 Penalty: 3962.653809
	Iteration 46Q: 3 clusters Score -367719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367719.500000 Penalty: 3962.653809
	Iteration 47Q: 3 clusters Score -367719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -367720.968750 Penalty: 3962.653809
	Iteration 48Q: 3 clusters Score -367721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367722.843750 Penalty: 3962.653809
	Iteration 49Q: 3 clusters Score -367722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -367723.406250 Penalty: 3962.653809
	Iteration 50Q: 3 clusters Score -367723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367724.218750 Penalty: 3962.653809
	Iteration 51Q: 3 clusters Score -367724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367724.718750 Penalty: 3962.653809
	Iteration 52Q: 3 clusters Score -367724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367725.750000 Penalty: 3962.653809
	Iteration 53Q: 3 clusters Score -367725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367727.312500 Penalty: 3962.653809
	Iteration 54Q: 3 clusters Score -367727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367727.906250 Penalty: 3962.653809
	Iteration 55Q: 3 clusters Score -367727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -367728.437500 Penalty: 3962.653809
	Iteration 56Q: 3 clusters Score -367728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -367729.875000 Penalty: 3962.653809
	Iteration 57Q: 3 clusters Score -367729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -367731.750000 Penalty: 3962.653809
	Iteration 58Q: 3 clusters Score -367731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -367731.781250 Penalty: 3962.653809
	Iteration 59Q: 3 clusters Score -367731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -367731.250000 Penalty: 3962.653809
	Iteration 60F: 3 clusters Score -367731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -67371.273438 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -67371.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65788.210938 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -65788.21 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66086.546875 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -66086.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66297.906250 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -66297.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66471.468750 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -66471.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66635.828125 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -66635.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66822.718750 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -66822.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67092.593750 Penalty: 3168.726318
	Iteration 6F: 3 clusters Score -67092.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67272.414062 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -67272.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67471.851562 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -67471.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67647.109375 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -67647.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67685.023438 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -67685.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67692.921875 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -67692.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67692.921875 Penalty: 3168.726318
	Iteration 12F: 3 clusters Score -67692.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 99222 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 23420 members 
Mstep: Class 11 contains 20782 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28336 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 54097 members 
Mstep: Class 21 contains 111554 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 260 members 
Entering Unmasked Estep 
Score: -62789112.000000 Penalty: 74571.539062
Splitting cluster 3 changes total score from -62790300.000000 to -62789112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -204285.468750 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -204285.5 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 803 members 
Entering Unmasked Estep 
Score: -201938.140625 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -201938.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -202351.875000 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -202351.9 nChanged 118
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: -202483.078125 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -202483.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202544.671875 Penalty: 3645.537354
	Iteration 3Q: 3 clusters Score -202544.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -202584.546875 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -202584.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202617.031250 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -202617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202634.859375 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -202634.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202651.796875 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -202651.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202670.640625 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -202670.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202689.218750 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -202689.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202712.984375 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -202713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202743.250000 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -202743.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -202781.250000 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -202781.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202825.875000 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -202825.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202891.375000 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -202891.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -202990.718750 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -202990.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -203118.593750 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -203118.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -203252.718750 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -203252.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203380.750000 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -203380.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -203497.171875 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -203497.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -203580.984375 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -203581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -203636.578125 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -203636.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -203661.265625 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -203661.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203677.718750 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -203677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -203683.843750 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -203683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -203687.828125 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -203687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203693.765625 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -203693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -203699.312500 Penalty: 3645.537354
	Iteration 27Q: 3 clusters Score -203699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203700.453125 Penalty: 3645.537354
	Iteration 28Q: 3 clusters Score -203700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203701.156250 Penalty: 3645.537354
	Iteration 29Q: 3 clusters Score -203701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203701.156250 Penalty: 3645.537354
	Iteration 30F: 3 clusters Score -203701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -856572.312500 Penalty: 2171.422852
	Iteration 0F: 2 clusters Score -856572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -851197.250000 Penalty: 4342.845703
	Iteration 0F: 3 clusters Score -851197.2 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -852463.437500 Penalty: 4342.845703
	Iteration 1F: 3 clusters Score -852463.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -852675.250000 Penalty: 4342.845703
	Iteration 2F: 3 clusters Score -852675.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -852821.187500 Penalty: 4342.845703
	Iteration 3Q: 3 clusters Score -852821.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -852924.437500 Penalty: 4342.845703
	Iteration 4Q: 3 clusters Score -852924.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -853024.062500 Penalty: 4342.845703
	Iteration 5Q: 3 clusters Score -853024.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -853133.687500 Penalty: 4342.845703
	Iteration 6Q: 3 clusters Score -853133.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -853260.437500 Penalty: 4342.845703
	Iteration 7Q: 3 clusters Score -853260.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -853433.625000 Penalty: 4342.845703
	Iteration 8Q: 3 clusters Score -853433.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -853679.750000 Penalty: 4342.845703
	Iteration 9Q: 3 clusters Score -853679.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -854034.875000 Penalty: 4342.845703
	Iteration 10F: 3 clusters Score -854034.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -854428.937500 Penalty: 4342.845703
	Iteration 11F: 3 clusters Score -854428.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -854788.750000 Penalty: 4342.845703
	Iteration 12F: 3 clusters Score -854788.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -855008.625000 Penalty: 4342.845703
	Iteration 13Q: 3 clusters Score -855008.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -855144.500000 Penalty: 4342.845703
	Iteration 14Q: 3 clusters Score -855144.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -855222.812500 Penalty: 4342.845703
	Iteration 15Q: 3 clusters Score -855222.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -855270.187500 Penalty: 4342.845703
	Iteration 16Q: 3 clusters Score -855270.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -855297.562500 Penalty: 4342.845703
	Iteration 17Q: 3 clusters Score -855297.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -855312.937500 Penalty: 4342.845703
	Iteration 18Q: 3 clusters Score -855312.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -855329.250000 Penalty: 4342.845703
	Iteration 19Q: 3 clusters Score -855329.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -855343.687500 Penalty: 4342.845703
	Iteration 20F: 3 clusters Score -855343.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -855351.437500 Penalty: 4342.845703
	Iteration 21Q: 3 clusters Score -855351.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -855361.187500 Penalty: 4342.845703
	Iteration 22Q: 3 clusters Score -855361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -855369.812500 Penalty: 4342.845703
	Iteration 23Q: 3 clusters Score -855369.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -855375.437500 Penalty: 4342.845703
	Iteration 24Q: 3 clusters Score -855375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -855377.250000 Penalty: 4342.845703
	Iteration 25Q: 3 clusters Score -855377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -855381.000000 Penalty: 4342.845703
	Iteration 26Q: 3 clusters Score -855381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -855381.312500 Penalty: 4342.845703
	Iteration 27Q: 3 clusters Score -855381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -855385.812500 Penalty: 4342.845703
	Iteration 28Q: 3 clusters Score -855385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -855388.250000 Penalty: 4342.845703
	Iteration 29Q: 3 clusters Score -855388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -855390.312500 Penalty: 4342.845703
	Iteration 30Q: 3 clusters Score -855390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -855390.125000 Penalty: 4342.845703
	Iteration 31Q: 3 clusters Score -855390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -855390.125000 Penalty: 4342.845703
	Iteration 32F: 3 clusters Score -855390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -403847.375000 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -403847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -400628.781250 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -400628.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -401368.562500 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -401368.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -401582.343750 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -401582.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -401749.125000 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -401749.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -401923.906250 Penalty: 3979.356689
	Iteration 4Q: 3 clusters Score -401923.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -402128.125000 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -402128.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -402389.281250 Penalty: 3979.356689
	Iteration 6F: 3 clusters Score -402389.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -402624.187500 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -402624.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -402786.125000 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -402786.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -402923.093750 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -402923.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -403068.531250 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -403068.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -403217.281250 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -403217.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -403391.468750 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -403391.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -403536.031250 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -403536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -403638.812500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -403638.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -403671.312500 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -403671.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -403687.531250 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -403687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -403694.000000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -403694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -403701.062500 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -403701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -403703.437500 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -403703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -403703.000000 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -403703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -403704.406250 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -403704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -403704.406250 Penalty: 3979.356689
	Iteration 22F: 3 clusters Score -403704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Entering Unmasked Estep 
Score: -13371248.000000 Penalty: 2853.268555
	Iteration 0F: 2 clusters Score -1.337125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -13305139.000000 Penalty: 5706.537109
	Iteration 0F: 3 clusters Score -1.330514e+07 nChanged 47032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -13332340.000000 Penalty: 5706.537109
	Iteration 1F: 3 clusters Score -1.333234e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -13334038.000000 Penalty: 5706.537109
	Iteration 2Q: 3 clusters Score -1.333404e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -13336668.000000 Penalty: 5706.537109
	Iteration 3F: 3 clusters Score -1.333667e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -13340923.000000 Penalty: 5706.537109
	Iteration 4F: 3 clusters Score -1.334092e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -13347462.000000 Penalty: 5706.537109
	Iteration 5F: 3 clusters Score -1.334746e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -13356400.000000 Penalty: 5706.537109
	Iteration 6F: 3 clusters Score -1.33564e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -13362331.000000 Penalty: 5706.537109
	Iteration 7F: 3 clusters Score -1.336233e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -13363467.000000 Penalty: 5706.537109
	Iteration 8Q: 3 clusters Score -1.336347e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -13363647.000000 Penalty: 5706.537109
	Iteration 9Q: 3 clusters Score -1.336365e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13363743.000000 Penalty: 5706.537109
	Iteration 10Q: 3 clusters Score -1.336374e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -13363974.000000 Penalty: 5706.537109
	Iteration 11Q: 3 clusters Score -1.336397e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -13364210.000000 Penalty: 5706.537109
	Iteration 12Q: 3 clusters Score -1.336421e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -13364541.000000 Penalty: 5706.537109
	Iteration 13Q: 3 clusters Score -1.336454e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -13364924.000000 Penalty: 5706.537109
	Iteration 14Q: 3 clusters Score -1.336492e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -13365196.000000 Penalty: 5706.537109
	Iteration 15Q: 3 clusters Score -1.33652e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -13365466.000000 Penalty: 5706.537109
	Iteration 16Q: 3 clusters Score -1.336547e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -13365669.000000 Penalty: 5706.537109
	Iteration 17Q: 3 clusters Score -1.336567e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -13365776.000000 Penalty: 5706.537109
	Iteration 18Q: 3 clusters Score -1.336578e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -13365876.000000 Penalty: 5706.537109
	Iteration 19Q: 3 clusters Score -1.336588e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -13365950.000000 Penalty: 5706.537109
	Iteration 20F: 3 clusters Score -1.336595e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -13365993.000000 Penalty: 5706.537109
	Iteration 21Q: 3 clusters Score -1.336599e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -13365989.000000 Penalty: 5706.537109
	Iteration 22Q: 3 clusters Score -1.336599e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -13366009.000000 Penalty: 5706.537109
	Iteration 23Q: 3 clusters Score -1.336601e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -13366030.000000 Penalty: 5706.537109
	Iteration 24Q: 3 clusters Score -1.336603e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -13366034.000000 Penalty: 5706.537109
	Iteration 25Q: 3 clusters Score -1.336603e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -13366033.000000 Penalty: 5706.537109
	Iteration 26Q: 3 clusters Score -1.336603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -13366026.000000 Penalty: 5706.537109
	Iteration 27Q: 3 clusters Score -1.336603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -13366038.000000 Penalty: 5706.537109
	Iteration 28Q: 3 clusters Score -1.336604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -13366050.000000 Penalty: 5706.537109
	Iteration 29Q: 3 clusters Score -1.336605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -13366064.000000 Penalty: 5706.537109
	Iteration 30Q: 3 clusters Score -1.336606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -13366056.000000 Penalty: 5706.537109
	Iteration 31Q: 3 clusters Score -1.336606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -13366055.000000 Penalty: 5706.537109
	Iteration 32Q: 3 clusters Score -1.336606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -13366054.000000 Penalty: 5706.537109
	Iteration 33Q: 3 clusters Score -1.336605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -13366051.000000 Penalty: 5706.537109
	Iteration 34Q: 3 clusters Score -1.336605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -13366050.000000 Penalty: 5706.537109
	Iteration 35Q: 3 clusters Score -1.336605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -13366054.000000 Penalty: 5706.537109
	Iteration 36Q: 3 clusters Score -1.336605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -13366059.000000 Penalty: 5706.537109
	Iteration 37Q: 3 clusters Score -1.336606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -13366062.000000 Penalty: 5706.537109
	Iteration 38Q: 3 clusters Score -1.336606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -13366058.000000 Penalty: 5706.537109
	Iteration 39Q: 3 clusters Score -1.336606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -13366054.000000 Penalty: 5706.537109
	Iteration 40F: 3 clusters Score -1.336605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -13366046.000000 Penalty: 5706.537109
	Iteration 41Q: 3 clusters Score -1.336605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -13366046.000000 Penalty: 5706.537109
	Iteration 42Q: 3 clusters Score -1.336605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -13366027.000000 Penalty: 5706.537109
	Iteration 43Q: 3 clusters Score -1.336603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -13366028.000000 Penalty: 5706.537109
	Iteration 44Q: 3 clusters Score -1.336603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -13366046.000000 Penalty: 5706.537109
	Iteration 45Q: 3 clusters Score -1.336605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -13366053.000000 Penalty: 5706.537109
	Iteration 46Q: 3 clusters Score -1.336605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -13366045.000000 Penalty: 5706.537109
	Iteration 47Q: 3 clusters Score -1.336604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -13366047.000000 Penalty: 5706.537109
	Iteration 48Q: 3 clusters Score -1.336605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -13366051.000000 Penalty: 5706.537109
	Iteration 49Q: 3 clusters Score -1.336605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -13366046.000000 Penalty: 5706.537109
	Iteration 50Q: 3 clusters Score -1.336605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -13366052.000000 Penalty: 5706.537109
	Iteration 51Q: 3 clusters Score -1.336605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -13366047.000000 Penalty: 5706.537109
	Iteration 52Q: 3 clusters Score -1.336605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -13366041.000000 Penalty: 5706.537109
	Iteration 53Q: 3 clusters Score -1.336604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -13366053.000000 Penalty: 5706.537109
	Iteration 54Q: 3 clusters Score -1.336605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -13366034.000000 Penalty: 5706.537109
	Iteration 55Q: 3 clusters Score -1.336603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -13366029.000000 Penalty: 5706.537109
	Iteration 56Q: 3 clusters Score -1.336603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -13366025.000000 Penalty: 5706.537109
	Iteration 57Q: 3 clusters Score -1.336602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -13366032.000000 Penalty: 5706.537109
	Iteration 58Q: 3 clusters Score -1.336603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -13366019.000000 Penalty: 5706.537109
	Iteration 59Q: 3 clusters Score -1.336602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -13366025.000000 Penalty: 5706.537109
	Iteration 60F: 3 clusters Score -1.336602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -13366017.000000 Penalty: 5706.537109
	Iteration 61Q: 3 clusters Score -1.336602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -13366027.000000 Penalty: 5706.537109
	Iteration 62Q: 3 clusters Score -1.336603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -13366034.000000 Penalty: 5706.537109
	Iteration 63Q: 3 clusters Score -1.336603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -13366032.000000 Penalty: 5706.537109
	Iteration 64Q: 3 clusters Score -1.336603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -13366024.000000 Penalty: 5706.537109
	Iteration 65Q: 3 clusters Score -1.336602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -13366007.000000 Penalty: 5706.537109
	Iteration 66Q: 3 clusters Score -1.336601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -13366009.000000 Penalty: 5706.537109
	Iteration 67Q: 3 clusters Score -1.336601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -13365998.000000 Penalty: 5706.537109
	Iteration 68Q: 3 clusters Score -1.3366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -13366003.000000 Penalty: 5706.537109
	Iteration 69Q: 3 clusters Score -1.3366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -13365999.000000 Penalty: 5706.537109
	Iteration 70Q: 3 clusters Score -1.3366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -13365999.000000 Penalty: 5706.537109
	Iteration 71Q: 3 clusters Score -1.3366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -13365997.000000 Penalty: 5706.537109
	Iteration 72Q: 3 clusters Score -1.3366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -13365999.000000 Penalty: 5706.537109
	Iteration 73Q: 3 clusters Score -1.3366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -13365996.000000 Penalty: 5706.537109
	Iteration 74Q: 3 clusters Score -1.3366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -13365987.000000 Penalty: 5706.537109
	Iteration 75Q: 3 clusters Score -1.336599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -13365984.000000 Penalty: 5706.537109
	Iteration 76Q: 3 clusters Score -1.336598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -13365997.000000 Penalty: 5706.537109
	Iteration 77Q: 3 clusters Score -1.3366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -13365997.000000 Penalty: 5706.537109
	Iteration 78Q: 3 clusters Score -1.3366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -13366002.000000 Penalty: 5706.537109
	Iteration 79Q: 3 clusters Score -1.3366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -13366003.000000 Penalty: 5706.537109
	Iteration 80F: 3 clusters Score -1.3366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -13366002.000000 Penalty: 5706.537109
	Iteration 81Q: 3 clusters Score -1.3366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -13365991.000000 Penalty: 5706.537109
	Iteration 82Q: 3 clusters Score -1.336599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -13366001.000000 Penalty: 5706.537109
	Iteration 83Q: 3 clusters Score -1.3366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -13366001.000000 Penalty: 5706.537109
	Iteration 84Q: 3 clusters Score -1.3366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -13366008.000000 Penalty: 5706.537109
	Iteration 85Q: 3 clusters Score -1.336601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -13365999.000000 Penalty: 5706.537109
	Iteration 86Q: 3 clusters Score -1.3366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -13365996.000000 Penalty: 5706.537109
	Iteration 87Q: 3 clusters Score -1.3366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -13365996.000000 Penalty: 5706.537109
	Iteration 88Q: 3 clusters Score -1.3366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -13366001.000000 Penalty: 5706.537109
	Iteration 89Q: 3 clusters Score -1.3366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -13366001.000000 Penalty: 5706.537109
	Iteration 90Q: 3 clusters Score -1.3366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -13366000.000000 Penalty: 5706.537109
	Iteration 91Q: 3 clusters Score -1.3366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -13366002.000000 Penalty: 5706.537109
	Iteration 92Q: 3 clusters Score -1.3366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -13366000.000000 Penalty: 5706.537109
	Iteration 93Q: 3 clusters Score -1.3366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -13365996.000000 Penalty: 5706.537109
	Iteration 94Q: 3 clusters Score -1.3366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -13366001.000000 Penalty: 5706.537109
	Iteration 95Q: 3 clusters Score -1.3366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -13365996.000000 Penalty: 5706.537109
	Iteration 96Q: 3 clusters Score -1.3366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -13365996.000000 Penalty: 5706.537109
	Iteration 97F: 3 clusters Score -1.3366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13935.482422 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13935.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13013.182617 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13013.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13042.137695 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13042.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13048.096680 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -13048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13048.096680 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -13048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -748947.875000 Penalty: 2147.914795
	Iteration 0F: 2 clusters Score -748947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -743853.687500 Penalty: 4295.829590
	Iteration 0F: 3 clusters Score -743853.7 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -745176.375000 Penalty: 4295.829590
	Iteration 1F: 3 clusters Score -745176.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -745432.437500 Penalty: 4295.829590
	Iteration 2F: 3 clusters Score -745432.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -745582.125000 Penalty: 4295.829590
	Iteration 3F: 3 clusters Score -745582.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -745712.125000 Penalty: 4295.829590
	Iteration 4Q: 3 clusters Score -745712.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -745838.812500 Penalty: 4295.829590
	Iteration 5Q: 3 clusters Score -745838.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -745984.000000 Penalty: 4295.829590
	Iteration 6Q: 3 clusters Score -745984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -746164.062500 Penalty: 4295.829590
	Iteration 7Q: 3 clusters Score -746164.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -746384.500000 Penalty: 4295.829590
	Iteration 8Q: 3 clusters Score -746384.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -746687.750000 Penalty: 4295.829590
	Iteration 9F: 3 clusters Score -746687.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -747063.812500 Penalty: 4295.829590
	Iteration 10Q: 3 clusters Score -747063.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -747333.687500 Penalty: 4295.829590
	Iteration 11Q: 3 clusters Score -747333.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -747461.937500 Penalty: 4295.829590
	Iteration 12Q: 3 clusters Score -747461.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -747537.750000 Penalty: 4295.829590
	Iteration 13Q: 3 clusters Score -747537.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -747599.562500 Penalty: 4295.829590
	Iteration 14Q: 3 clusters Score -747599.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -747643.250000 Penalty: 4295.829590
	Iteration 15Q: 3 clusters Score -747643.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -747675.812500 Penalty: 4295.829590
	Iteration 16Q: 3 clusters Score -747675.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -747703.000000 Penalty: 4295.829590
	Iteration 17Q: 3 clusters Score -747703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -747722.187500 Penalty: 4295.829590
	Iteration 18Q: 3 clusters Score -747722.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -747741.375000 Penalty: 4295.829590
	Iteration 19Q: 3 clusters Score -747741.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -747752.250000 Penalty: 4295.829590
	Iteration 20F: 3 clusters Score -747752.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -747759.875000 Penalty: 4295.829590
	Iteration 21Q: 3 clusters Score -747759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -747766.625000 Penalty: 4295.829590
	Iteration 22Q: 3 clusters Score -747766.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -747775.500000 Penalty: 4295.829590
	Iteration 23Q: 3 clusters Score -747775.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -747783.312500 Penalty: 4295.829590
	Iteration 24Q: 3 clusters Score -747783.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -747791.937500 Penalty: 4295.829590
	Iteration 25Q: 3 clusters Score -747791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -747797.375000 Penalty: 4295.829590
	Iteration 26Q: 3 clusters Score -747797.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -747806.875000 Penalty: 4295.829590
	Iteration 27Q: 3 clusters Score -747806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -747812.875000 Penalty: 4295.829590
	Iteration 28Q: 3 clusters Score -747812.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -747821.437500 Penalty: 4295.829590
	Iteration 29Q: 3 clusters Score -747821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -747830.375000 Penalty: 4295.829590
	Iteration 30Q: 3 clusters Score -747830.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -747835.875000 Penalty: 4295.829590
	Iteration 31Q: 3 clusters Score -747835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -747841.500000 Penalty: 4295.829590
	Iteration 32Q: 3 clusters Score -747841.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -747850.125000 Penalty: 4295.829590
	Iteration 33Q: 3 clusters Score -747850.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -747855.687500 Penalty: 4295.829590
	Iteration 34Q: 3 clusters Score -747855.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -747862.375000 Penalty: 4295.829590
	Iteration 35Q: 3 clusters Score -747862.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -747871.875000 Penalty: 4295.829590
	Iteration 36Q: 3 clusters Score -747871.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -747885.312500 Penalty: 4295.829590
	Iteration 37Q: 3 clusters Score -747885.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -747902.125000 Penalty: 4295.829590
	Iteration 38Q: 3 clusters Score -747902.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -747919.750000 Penalty: 4295.829590
	Iteration 39Q: 3 clusters Score -747919.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -747938.437500 Penalty: 4295.829590
	Iteration 40F: 3 clusters Score -747938.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -747959.375000 Penalty: 4295.829590
	Iteration 41Q: 3 clusters Score -747959.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -747972.875000 Penalty: 4295.829590
	Iteration 42Q: 3 clusters Score -747972.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -747983.375000 Penalty: 4295.829590
	Iteration 43Q: 3 clusters Score -747983.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -747995.875000 Penalty: 4295.829590
	Iteration 44Q: 3 clusters Score -747995.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -748016.312500 Penalty: 4295.829590
	Iteration 45Q: 3 clusters Score -748016.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -748036.187500 Penalty: 4295.829590
	Iteration 46Q: 3 clusters Score -748036.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -748059.375000 Penalty: 4295.829590
	Iteration 47Q: 3 clusters Score -748059.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -748084.312500 Penalty: 4295.829590
	Iteration 48Q: 3 clusters Score -748084.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -748110.500000 Penalty: 4295.829590
	Iteration 49Q: 3 clusters Score -748110.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -748137.000000 Penalty: 4295.829590
	Iteration 50Q: 3 clusters Score -748137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -748173.187500 Penalty: 4295.829590
	Iteration 51Q: 3 clusters Score -748173.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -748213.062500 Penalty: 4295.829590
	Iteration 52Q: 3 clusters Score -748213.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -748250.750000 Penalty: 4295.829590
	Iteration 53Q: 3 clusters Score -748250.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -748268.312500 Penalty: 4295.829590
	Iteration 54Q: 3 clusters Score -748268.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -748284.437500 Penalty: 4295.829590
	Iteration 55Q: 3 clusters Score -748284.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -748303.437500 Penalty: 4295.829590
	Iteration 56Q: 3 clusters Score -748303.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -748320.437500 Penalty: 4295.829590
	Iteration 57Q: 3 clusters Score -748320.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -748333.500000 Penalty: 4295.829590
	Iteration 58Q: 3 clusters Score -748333.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -748350.000000 Penalty: 4295.829590
	Iteration 59Q: 3 clusters Score -748350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -748362.187500 Penalty: 4295.829590
	Iteration 60F: 3 clusters Score -748362.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -748375.937500 Penalty: 4295.829590
	Iteration 61Q: 3 clusters Score -748375.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -748389.312500 Penalty: 4295.829590
	Iteration 62Q: 3 clusters Score -748389.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -748402.375000 Penalty: 4295.829590
	Iteration 63Q: 3 clusters Score -748402.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -748410.250000 Penalty: 4295.829590
	Iteration 64Q: 3 clusters Score -748410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -748413.375000 Penalty: 4295.829590
	Iteration 65Q: 3 clusters Score -748413.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -748416.750000 Penalty: 4295.829590
	Iteration 66Q: 3 clusters Score -748416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -748421.562500 Penalty: 4295.829590
	Iteration 67Q: 3 clusters Score -748421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -748422.125000 Penalty: 4295.829590
	Iteration 68Q: 3 clusters Score -748422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -748424.562500 Penalty: 4295.829590
	Iteration 69Q: 3 clusters Score -748424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -748425.250000 Penalty: 4295.829590
	Iteration 70Q: 3 clusters Score -748425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -748423.625000 Penalty: 4295.829590
	Iteration 71Q: 3 clusters Score -748423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -748424.250000 Penalty: 4295.829590
	Iteration 72Q: 3 clusters Score -748424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -748423.750000 Penalty: 4295.829590
	Iteration 73Q: 3 clusters Score -748423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -748423.750000 Penalty: 4295.829590
	Iteration 74F: 3 clusters Score -748423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Entering Unmasked Estep 
Score: -3154325.500000 Penalty: 2495.213867
	Iteration 0F: 2 clusters Score -3154326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3137975.250000 Penalty: 4990.427734
	Iteration 0F: 3 clusters Score -3137975 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3143731.750000 Penalty: 4990.427734
	Iteration 1F: 3 clusters Score -3143732 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3144205.750000 Penalty: 4990.427734
	Iteration 2F: 3 clusters Score -3144206 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3144577.000000 Penalty: 4990.427734
	Iteration 3Q: 3 clusters Score -3144577 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3144969.500000 Penalty: 4990.427734
	Iteration 4Q: 3 clusters Score -3144970 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3145435.250000 Penalty: 4990.427734
	Iteration 5Q: 3 clusters Score -3145435 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3146017.000000 Penalty: 4990.427734
	Iteration 6Q: 3 clusters Score -3146017 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3146673.750000 Penalty: 4990.427734
	Iteration 7F: 3 clusters Score -3146674 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3147518.750000 Penalty: 4990.427734
	Iteration 8F: 3 clusters Score -3147519 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3148467.500000 Penalty: 4990.427734
	Iteration 9F: 3 clusters Score -3148468 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3149520.500000 Penalty: 4990.427734
	Iteration 10F: 3 clusters Score -3149520 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3150460.500000 Penalty: 4990.427734
	Iteration 11Q: 3 clusters Score -3150460 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3151102.250000 Penalty: 4990.427734
	Iteration 12Q: 3 clusters Score -3151102 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3151510.750000 Penalty: 4990.427734
	Iteration 13Q: 3 clusters Score -3151511 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3151799.250000 Penalty: 4990.427734
	Iteration 14Q: 3 clusters Score -3151799 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3151981.750000 Penalty: 4990.427734
	Iteration 15Q: 3 clusters Score -3151982 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3152078.750000 Penalty: 4990.427734
	Iteration 16Q: 3 clusters Score -3152079 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3152133.500000 Penalty: 4990.427734
	Iteration 17Q: 3 clusters Score -3152134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3152179.000000 Penalty: 4990.427734
	Iteration 18Q: 3 clusters Score -3152179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3152228.250000 Penalty: 4990.427734
	Iteration 19Q: 3 clusters Score -3152228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3152266.250000 Penalty: 4990.427734
	Iteration 20F: 3 clusters Score -3152266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3152300.250000 Penalty: 4990.427734
	Iteration 21Q: 3 clusters Score -3152300 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3152329.250000 Penalty: 4990.427734
	Iteration 22Q: 3 clusters Score -3152329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3152350.750000 Penalty: 4990.427734
	Iteration 23Q: 3 clusters Score -3152351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3152370.750000 Penalty: 4990.427734
	Iteration 24Q: 3 clusters Score -3152371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3152376.250000 Penalty: 4990.427734
	Iteration 25Q: 3 clusters Score -3152376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3152396.000000 Penalty: 4990.427734
	Iteration 26Q: 3 clusters Score -3152396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3152409.750000 Penalty: 4990.427734
	Iteration 27Q: 3 clusters Score -3152410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3152416.500000 Penalty: 4990.427734
	Iteration 28Q: 3 clusters Score -3152416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3152416.750000 Penalty: 4990.427734
	Iteration 29Q: 3 clusters Score -3152417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3152422.250000 Penalty: 4990.427734
	Iteration 30Q: 3 clusters Score -3152422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3152424.500000 Penalty: 4990.427734
	Iteration 31Q: 3 clusters Score -3152424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3152423.250000 Penalty: 4990.427734
	Iteration 32Q: 3 clusters Score -3152423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3152421.750000 Penalty: 4990.427734
	Iteration 33Q: 3 clusters Score -3152422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3152425.250000 Penalty: 4990.427734
	Iteration 34Q: 3 clusters Score -3152425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3152435.500000 Penalty: 4990.427734
	Iteration 35Q: 3 clusters Score -3152436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3152439.500000 Penalty: 4990.427734
	Iteration 36Q: 3 clusters Score -3152440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3152439.750000 Penalty: 4990.427734
	Iteration 37Q: 3 clusters Score -3152440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3152434.750000 Penalty: 4990.427734
	Iteration 38Q: 3 clusters Score -3152435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3152437.250000 Penalty: 4990.427734
	Iteration 39Q: 3 clusters Score -3152437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3152440.250000 Penalty: 4990.427734
	Iteration 40F: 3 clusters Score -3152440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3152438.250000 Penalty: 4990.427734
	Iteration 41Q: 3 clusters Score -3152438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3152437.250000 Penalty: 4990.427734
	Iteration 42Q: 3 clusters Score -3152437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3152437.500000 Penalty: 4990.427734
	Iteration 43Q: 3 clusters Score -3152438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3152443.500000 Penalty: 4990.427734
	Iteration 44Q: 3 clusters Score -3152444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3152442.750000 Penalty: 4990.427734
	Iteration 45Q: 3 clusters Score -3152443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3152438.750000 Penalty: 4990.427734
	Iteration 46Q: 3 clusters Score -3152439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3152443.250000 Penalty: 4990.427734
	Iteration 47Q: 3 clusters Score -3152443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3152444.250000 Penalty: 4990.427734
	Iteration 48Q: 3 clusters Score -3152444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3152448.500000 Penalty: 4990.427734
	Iteration 49Q: 3 clusters Score -3152448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3152451.250000 Penalty: 4990.427734
	Iteration 50Q: 3 clusters Score -3152451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3152452.500000 Penalty: 4990.427734
	Iteration 51Q: 3 clusters Score -3152452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3152452.500000 Penalty: 4990.427734
	Iteration 52F: 3 clusters Score -3152452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Entering Unmasked Estep 
Score: -2816204.000000 Penalty: 2465.576904
	Iteration 0F: 2 clusters Score -2816204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2801644.250000 Penalty: 4931.153809
	Iteration 0F: 3 clusters Score -2801644 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2806354.500000 Penalty: 4931.153809
	Iteration 1F: 3 clusters Score -2806354 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2806730.000000 Penalty: 4931.153809
	Iteration 2F: 3 clusters Score -2806730 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2807035.000000 Penalty: 4931.153809
	Iteration 3Q: 3 clusters Score -2807035 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2807275.000000 Penalty: 4931.153809
	Iteration 4Q: 3 clusters Score -2807275 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2807491.000000 Penalty: 4931.153809
	Iteration 5Q: 3 clusters Score -2807491 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2807669.000000 Penalty: 4931.153809
	Iteration 6Q: 3 clusters Score -2807669 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2807849.250000 Penalty: 4931.153809
	Iteration 7Q: 3 clusters Score -2807849 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2808032.000000 Penalty: 4931.153809
	Iteration 8Q: 3 clusters Score -2808032 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2808191.500000 Penalty: 4931.153809
	Iteration 9Q: 3 clusters Score -2808192 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2808387.250000 Penalty: 4931.153809
	Iteration 10Q: 3 clusters Score -2808387 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2808588.500000 Penalty: 4931.153809
	Iteration 11Q: 3 clusters Score -2808588 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2808865.500000 Penalty: 4931.153809
	Iteration 12Q: 3 clusters Score -2808866 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2809258.250000 Penalty: 4931.153809
	Iteration 13Q: 3 clusters Score -2809258 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2809842.750000 Penalty: 4931.153809
	Iteration 14Q: 3 clusters Score -2809843 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2810578.250000 Penalty: 4931.153809
	Iteration 15F: 3 clusters Score -2810578 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2811390.500000 Penalty: 4931.153809
	Iteration 16F: 3 clusters Score -2811390 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2812187.250000 Penalty: 4931.153809
	Iteration 17Q: 3 clusters Score -2812187 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2812802.250000 Penalty: 4931.153809
	Iteration 18Q: 3 clusters Score -2812802 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2813255.250000 Penalty: 4931.153809
	Iteration 19Q: 3 clusters Score -2813255 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2813549.000000 Penalty: 4931.153809
	Iteration 20F: 3 clusters Score -2813549 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2813730.000000 Penalty: 4931.153809
	Iteration 21Q: 3 clusters Score -2813730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2813836.250000 Penalty: 4931.153809
	Iteration 22Q: 3 clusters Score -2813836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2813925.250000 Penalty: 4931.153809
	Iteration 23Q: 3 clusters Score -2813925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2813963.750000 Penalty: 4931.153809
	Iteration 24Q: 3 clusters Score -2813964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2813985.750000 Penalty: 4931.153809
	Iteration 25Q: 3 clusters Score -2813986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2814005.250000 Penalty: 4931.153809
	Iteration 26Q: 3 clusters Score -2814005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2814019.000000 Penalty: 4931.153809
	Iteration 27Q: 3 clusters Score -2814019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2814034.000000 Penalty: 4931.153809
	Iteration 28Q: 3 clusters Score -2814034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2814043.500000 Penalty: 4931.153809
	Iteration 29Q: 3 clusters Score -2814044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2814050.000000 Penalty: 4931.153809
	Iteration 30Q: 3 clusters Score -2814050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2814056.000000 Penalty: 4931.153809
	Iteration 31Q: 3 clusters Score -2814056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2814057.000000 Penalty: 4931.153809
	Iteration 32Q: 3 clusters Score -2814057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2814059.000000 Penalty: 4931.153809
	Iteration 33Q: 3 clusters Score -2814059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2814064.250000 Penalty: 4931.153809
	Iteration 34Q: 3 clusters Score -2814064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2814061.750000 Penalty: 4931.153809
	Iteration 35Q: 3 clusters Score -2814062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2814064.000000 Penalty: 4931.153809
	Iteration 36Q: 3 clusters Score -2814064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2814064.000000 Penalty: 4931.153809
	Iteration 37Q: 3 clusters Score -2814064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2814067.500000 Penalty: 4931.153809
	Iteration 38Q: 3 clusters Score -2814068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2814067.500000 Penalty: 4931.153809
	Iteration 39F: 3 clusters Score -2814068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Entering Unmasked Estep 
Score: -2427873.250000 Penalty: 2428.082520
	Iteration 0F: 2 clusters Score -2427873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2415171.500000 Penalty: 4856.165039
	Iteration 0F: 3 clusters Score -2415172 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2419230.750000 Penalty: 4856.165039
	Iteration 1F: 3 clusters Score -2419231 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2419664.500000 Penalty: 4856.165039
	Iteration 2F: 3 clusters Score -2419664 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2420079.250000 Penalty: 4856.165039
	Iteration 3F: 3 clusters Score -2420079 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2420466.000000 Penalty: 4856.165039
	Iteration 4Q: 3 clusters Score -2420466 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2420790.500000 Penalty: 4856.165039
	Iteration 5Q: 3 clusters Score -2420790 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2421132.000000 Penalty: 4856.165039
	Iteration 6Q: 3 clusters Score -2421132 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2421458.500000 Penalty: 4856.165039
	Iteration 7Q: 3 clusters Score -2421458 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2421791.750000 Penalty: 4856.165039
	Iteration 8Q: 3 clusters Score -2421792 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2422127.000000 Penalty: 4856.165039
	Iteration 9Q: 3 clusters Score -2422127 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2422508.500000 Penalty: 4856.165039
	Iteration 10Q: 3 clusters Score -2422508 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2422880.000000 Penalty: 4856.165039
	Iteration 11Q: 3 clusters Score -2422880 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2423318.500000 Penalty: 4856.165039
	Iteration 12Q: 3 clusters Score -2423318 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2423779.750000 Penalty: 4856.165039
	Iteration 13Q: 3 clusters Score -2423780 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2424239.500000 Penalty: 4856.165039
	Iteration 14Q: 3 clusters Score -2424240 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2424605.750000 Penalty: 4856.165039
	Iteration 15Q: 3 clusters Score -2424606 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2424895.500000 Penalty: 4856.165039
	Iteration 16Q: 3 clusters Score -2424896 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2425123.750000 Penalty: 4856.165039
	Iteration 17Q: 3 clusters Score -2425124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2425287.250000 Penalty: 4856.165039
	Iteration 18Q: 3 clusters Score -2425287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2425395.500000 Penalty: 4856.165039
	Iteration 19Q: 3 clusters Score -2425396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2425468.750000 Penalty: 4856.165039
	Iteration 20F: 3 clusters Score -2425469 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2425528.750000 Penalty: 4856.165039
	Iteration 21Q: 3 clusters Score -2425529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2425572.500000 Penalty: 4856.165039
	Iteration 22Q: 3 clusters Score -2425572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2425604.250000 Penalty: 4856.165039
	Iteration 23Q: 3 clusters Score -2425604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2425624.250000 Penalty: 4856.165039
	Iteration 24Q: 3 clusters Score -2425624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2425642.000000 Penalty: 4856.165039
	Iteration 25Q: 3 clusters Score -2425642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2425671.250000 Penalty: 4856.165039
	Iteration 26Q: 3 clusters Score -2425671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2425690.250000 Penalty: 4856.165039
	Iteration 27Q: 3 clusters Score -2425690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2425712.250000 Penalty: 4856.165039
	Iteration 28Q: 3 clusters Score -2425712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2425717.250000 Penalty: 4856.165039
	Iteration 29Q: 3 clusters Score -2425717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2425726.750000 Penalty: 4856.165039
	Iteration 30Q: 3 clusters Score -2425727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2425738.250000 Penalty: 4856.165039
	Iteration 31Q: 3 clusters Score -2425738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2425748.500000 Penalty: 4856.165039
	Iteration 32Q: 3 clusters Score -2425748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2425754.500000 Penalty: 4856.165039
	Iteration 33Q: 3 clusters Score -2425754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2425759.500000 Penalty: 4856.165039
	Iteration 34Q: 3 clusters Score -2425760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2425764.000000 Penalty: 4856.165039
	Iteration 35Q: 3 clusters Score -2425764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2425769.500000 Penalty: 4856.165039
	Iteration 36Q: 3 clusters Score -2425770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2425772.250000 Penalty: 4856.165039
	Iteration 37Q: 3 clusters Score -2425772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2425774.250000 Penalty: 4856.165039
	Iteration 38Q: 3 clusters Score -2425774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2425774.250000 Penalty: 4856.165039
	Iteration 39F: 3 clusters Score -2425774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33587.007812 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33587.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33738.546875 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33738.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33774.316406 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -33774.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33787.234375 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33787.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33802.191406 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33802.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33811.179688 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -33811.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33813.054688 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -33813.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33813.054688 Penalty: 2853.275879
	Iteration 7F: 3 clusters Score -33813.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -73209.007812 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -73209.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71646.484375 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -71646.48 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72026.835938 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -72026.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72193.414062 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -72193.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72285.734375 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -72285.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72371.640625 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -72371.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72429.664062 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -72429.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72497.210938 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -72497.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72525.203125 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -72525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72534.664062 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -72534.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72543.062500 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -72543.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72559.304688 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -72559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72583.390625 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -72583.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72610.773438 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -72610.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72641.937500 Penalty: 3195.500000
	Iteration 13Q: 3 clusters Score -72641.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72685.398438 Penalty: 3195.500000
	Iteration 14Q: 3 clusters Score -72685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72747.250000 Penalty: 3195.500000
	Iteration 15Q: 3 clusters Score -72747.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72797.875000 Penalty: 3195.500000
	Iteration 16Q: 3 clusters Score -72797.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72812.132812 Penalty: 3195.500000
	Iteration 17Q: 3 clusters Score -72812.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72812.132812 Penalty: 3195.500000
	Iteration 18F: 3 clusters Score -72812.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -84661.914062 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -84661.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82986.164062 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -82986.16 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83331.476562 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -83331.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83521.179688 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -83521.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83704.523438 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -83704.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83844.414062 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -83844.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83989.679688 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -83989.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84096.460938 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -84096.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84181.125000 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -84181.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84255.148438 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -84255.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84287.898438 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -84287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84305.562500 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -84305.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84318.375000 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -84318.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84336.695312 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -84336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84345.921875 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -84345.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84352.554688 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -84352.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84359.007812 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -84359.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84360.968750 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -84360.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84362.585938 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -84362.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84362.585938 Penalty: 3270.149902
	Iteration 18F: 3 clusters Score -84362.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Entering Unmasked Estep 
Score: -3871461.000000 Penalty: 2542.468262
	Iteration 0F: 2 clusters Score -3871461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3851783.750000 Penalty: 5084.936523
	Iteration 0F: 3 clusters Score -3851784 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3858850.750000 Penalty: 5084.936523
	Iteration 1F: 3 clusters Score -3858851 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3859261.000000 Penalty: 5084.936523
	Iteration 2Q: 3 clusters Score -3859261 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3859630.250000 Penalty: 5084.936523
	Iteration 3Q: 3 clusters Score -3859630 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3860041.250000 Penalty: 5084.936523
	Iteration 4Q: 3 clusters Score -3860041 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3860534.500000 Penalty: 5084.936523
	Iteration 5Q: 3 clusters Score -3860534 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3861104.000000 Penalty: 5084.936523
	Iteration 6Q: 3 clusters Score -3861104 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3861837.250000 Penalty: 5084.936523
	Iteration 7Q: 3 clusters Score -3861837 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3862847.750000 Penalty: 5084.936523
	Iteration 8F: 3 clusters Score -3862848 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3864064.250000 Penalty: 5084.936523
	Iteration 9F: 3 clusters Score -3864064 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3865348.500000 Penalty: 5084.936523
	Iteration 10F: 3 clusters Score -3865348 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3866450.250000 Penalty: 5084.936523
	Iteration 11Q: 3 clusters Score -3866450 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3867255.750000 Penalty: 5084.936523
	Iteration 12Q: 3 clusters Score -3867256 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3867697.750000 Penalty: 5084.936523
	Iteration 13Q: 3 clusters Score -3867698 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3867993.000000 Penalty: 5084.936523
	Iteration 14Q: 3 clusters Score -3867993 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3868199.000000 Penalty: 5084.936523
	Iteration 15Q: 3 clusters Score -3868199 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3868315.000000 Penalty: 5084.936523
	Iteration 16Q: 3 clusters Score -3868315 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3868387.750000 Penalty: 5084.936523
	Iteration 17Q: 3 clusters Score -3868388 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3868440.500000 Penalty: 5084.936523
	Iteration 18Q: 3 clusters Score -3868440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3868486.750000 Penalty: 5084.936523
	Iteration 19Q: 3 clusters Score -3868487 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3868517.750000 Penalty: 5084.936523
	Iteration 20F: 3 clusters Score -3868518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3868561.250000 Penalty: 5084.936523
	Iteration 21Q: 3 clusters Score -3868561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3868586.250000 Penalty: 5084.936523
	Iteration 22Q: 3 clusters Score -3868586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3868646.250000 Penalty: 5084.936523
	Iteration 23Q: 3 clusters Score -3868646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3868692.500000 Penalty: 5084.936523
	Iteration 24Q: 3 clusters Score -3868692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3868722.250000 Penalty: 5084.936523
	Iteration 25Q: 3 clusters Score -3868722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3868746.500000 Penalty: 5084.936523
	Iteration 26Q: 3 clusters Score -3868746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3868766.750000 Penalty: 5084.936523
	Iteration 27Q: 3 clusters Score -3868767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3868793.250000 Penalty: 5084.936523
	Iteration 28Q: 3 clusters Score -3868793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3868807.000000 Penalty: 5084.936523
	Iteration 29Q: 3 clusters Score -3868807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3868833.750000 Penalty: 5084.936523
	Iteration 30Q: 3 clusters Score -3868834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3868850.500000 Penalty: 5084.936523
	Iteration 31Q: 3 clusters Score -3868850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3868866.750000 Penalty: 5084.936523
	Iteration 32Q: 3 clusters Score -3868867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3868879.750000 Penalty: 5084.936523
	Iteration 33Q: 3 clusters Score -3868880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3868890.750000 Penalty: 5084.936523
	Iteration 34Q: 3 clusters Score -3868891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3868899.750000 Penalty: 5084.936523
	Iteration 35Q: 3 clusters Score -3868900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3868902.750000 Penalty: 5084.936523
	Iteration 36Q: 3 clusters Score -3868903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3868916.000000 Penalty: 5084.936523
	Iteration 37Q: 3 clusters Score -3868916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3868937.250000 Penalty: 5084.936523
	Iteration 38Q: 3 clusters Score -3868937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3868946.000000 Penalty: 5084.936523
	Iteration 39Q: 3 clusters Score -3868946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3868970.250000 Penalty: 5084.936523
	Iteration 40F: 3 clusters Score -3868970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3868982.500000 Penalty: 5084.936523
	Iteration 41Q: 3 clusters Score -3868982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3868995.500000 Penalty: 5084.936523
	Iteration 42Q: 3 clusters Score -3868996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3869020.000000 Penalty: 5084.936523
	Iteration 43Q: 3 clusters Score -3869020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3869030.000000 Penalty: 5084.936523
	Iteration 44Q: 3 clusters Score -3869030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3869053.000000 Penalty: 5084.936523
	Iteration 45Q: 3 clusters Score -3869053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3869061.000000 Penalty: 5084.936523
	Iteration 46Q: 3 clusters Score -3869061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3869066.500000 Penalty: 5084.936523
	Iteration 47Q: 3 clusters Score -3869066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3869086.000000 Penalty: 5084.936523
	Iteration 48Q: 3 clusters Score -3869086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3869098.250000 Penalty: 5084.936523
	Iteration 49Q: 3 clusters Score -3869098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3869103.500000 Penalty: 5084.936523
	Iteration 50Q: 3 clusters Score -3869104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3869117.750000 Penalty: 5084.936523
	Iteration 51Q: 3 clusters Score -3869118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3869124.500000 Penalty: 5084.936523
	Iteration 52Q: 3 clusters Score -3869124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3869131.250000 Penalty: 5084.936523
	Iteration 53Q: 3 clusters Score -3869131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3869141.500000 Penalty: 5084.936523
	Iteration 54Q: 3 clusters Score -3869142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3869147.500000 Penalty: 5084.936523
	Iteration 55Q: 3 clusters Score -3869148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3869153.750000 Penalty: 5084.936523
	Iteration 56Q: 3 clusters Score -3869154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3869160.000000 Penalty: 5084.936523
	Iteration 57Q: 3 clusters Score -3869160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3869169.250000 Penalty: 5084.936523
	Iteration 58Q: 3 clusters Score -3869169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3869164.250000 Penalty: 5084.936523
	Iteration 59Q: 3 clusters Score -3869164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3869165.250000 Penalty: 5084.936523
	Iteration 60F: 3 clusters Score -3869165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3869165.750000 Penalty: 5084.936523
	Iteration 61Q: 3 clusters Score -3869166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3869168.750000 Penalty: 5084.936523
	Iteration 62Q: 3 clusters Score -3869169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3869164.500000 Penalty: 5084.936523
	Iteration 63Q: 3 clusters Score -3869164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3869166.250000 Penalty: 5084.936523
	Iteration 64Q: 3 clusters Score -3869166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3869172.000000 Penalty: 5084.936523
	Iteration 65Q: 3 clusters Score -3869172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3869177.000000 Penalty: 5084.936523
	Iteration 66Q: 3 clusters Score -3869177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3869182.250000 Penalty: 5084.936523
	Iteration 67Q: 3 clusters Score -3869182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3869179.500000 Penalty: 5084.936523
	Iteration 68Q: 3 clusters Score -3869180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3869181.000000 Penalty: 5084.936523
	Iteration 69Q: 3 clusters Score -3869181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3869183.750000 Penalty: 5084.936523
	Iteration 70Q: 3 clusters Score -3869184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3869180.250000 Penalty: 5084.936523
	Iteration 71Q: 3 clusters Score -3869180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3869183.500000 Penalty: 5084.936523
	Iteration 72Q: 3 clusters Score -3869184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3869183.750000 Penalty: 5084.936523
	Iteration 73Q: 3 clusters Score -3869184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3869181.250000 Penalty: 5084.936523
	Iteration 74Q: 3 clusters Score -3869181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3869185.500000 Penalty: 5084.936523
	Iteration 75Q: 3 clusters Score -3869186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3869186.500000 Penalty: 5084.936523
	Iteration 76Q: 3 clusters Score -3869186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3869185.750000 Penalty: 5084.936523
	Iteration 77Q: 3 clusters Score -3869186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3869185.750000 Penalty: 5084.936523
	Iteration 78F: 3 clusters Score -3869186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -48566.347656 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -48566.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47196.476562 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -47196.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47817.878906 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -47817.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48187.789062 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -48187.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48411.531250 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -48411.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48642.007812 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -48642.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48883.226562 Penalty: 3079.460693
	Iteration 5F: 3 clusters Score -48883.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48981.960938 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -48981.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49016.492188 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -49016.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49030.289062 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -49030.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49038.171875 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -49038.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49038.171875 Penalty: 3079.460693
	Iteration 10F: 3 clusters Score -49038.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 99222 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 23420 members 
Mstep: Class 11 contains 20782 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28336 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 54097 members 
Mstep: Class 21 contains 111554 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 192 members 
Entering Unmasked Estep 
Score: -62789280.000000 Penalty: 74571.539062
Splitting cluster 17 changes total score from -62790300.000000 to -62789280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -470958.250000 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -470958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -467310.062500 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -467310.1 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -468090.093750 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -468090.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -468261.625000 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -468261.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -468410.375000 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -468410.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -468586.000000 Penalty: 4071.546875
	Iteration 4Q: 3 clusters Score -468586 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -468794.906250 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -468794.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -468986.750000 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -468986.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -469157.187500 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -469157.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -469272.468750 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -469272.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -469379.375000 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -469379.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -469450.968750 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -469451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -469493.562500 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -469493.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -469529.687500 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -469529.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -469560.656250 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -469560.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -469581.781250 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -469581.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -469597.843750 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -469597.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -469609.468750 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -469609.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -469617.718750 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -469617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -469627.000000 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -469627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -469629.218750 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -469629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -469631.437500 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -469631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -469633.250000 Penalty: 4071.546875
	Iteration 21Q: 3 clusters Score -469633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -469634.031250 Penalty: 4071.546875
	Iteration 22Q: 3 clusters Score -469634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -469634.781250 Penalty: 4071.546875
	Iteration 23Q: 3 clusters Score -469634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -469635.375000 Penalty: 4071.546875
	Iteration 24Q: 3 clusters Score -469635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -469635.375000 Penalty: 4071.546875
	Iteration 25F: 3 clusters Score -469635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -20517.335938 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -20517.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19428.533203 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -19428.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19718.304688 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -19718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19949.015625 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -19949.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20059.291016 Penalty: 2746.517822
	Iteration 3F: 3 clusters Score -20059.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20126.230469 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -20126.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20159.902344 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -20159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20173.591797 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -20173.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20185.250000 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -20185.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20198.607422 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -20198.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20198.607422 Penalty: 2746.517822
	Iteration 9F: 3 clusters Score -20198.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Entering Unmasked Estep 
Score: -7099268.000000 Penalty: 2702.836426
	Iteration 0F: 2 clusters Score -7099268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -7062898.000000 Penalty: 5405.672852
	Iteration 0F: 3 clusters Score -7062898 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7076585.500000 Penalty: 5405.672852
	Iteration 1F: 3 clusters Score -7076586 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -7076970.000000 Penalty: 5405.672852
	Iteration 2Q: 3 clusters Score -7076970 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -7077390.500000 Penalty: 5405.672852
	Iteration 3Q: 3 clusters Score -7077390 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -7077774.000000 Penalty: 5405.672852
	Iteration 4Q: 3 clusters Score -7077774 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7078162.000000 Penalty: 5405.672852
	Iteration 5Q: 3 clusters Score -7078162 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7078636.500000 Penalty: 5405.672852
	Iteration 6Q: 3 clusters Score -7078636 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7079304.500000 Penalty: 5405.672852
	Iteration 7Q: 3 clusters Score -7079304 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7080298.000000 Penalty: 5405.672852
	Iteration 8Q: 3 clusters Score -7080298 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -7081899.500000 Penalty: 5405.672852
	Iteration 9F: 3 clusters Score -7081900 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -7084141.000000 Penalty: 5405.672852
	Iteration 10F: 3 clusters Score -7084141 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -7087105.500000 Penalty: 5405.672852
	Iteration 11F: 3 clusters Score -7087106 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -7090177.500000 Penalty: 5405.672852
	Iteration 12F: 3 clusters Score -7090178 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -7092974.000000 Penalty: 5405.672852
	Iteration 13F: 3 clusters Score -7092974 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7094823.500000 Penalty: 5405.672852
	Iteration 14Q: 3 clusters Score -7094824 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7095885.500000 Penalty: 5405.672852
	Iteration 15Q: 3 clusters Score -7095886 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7096345.500000 Penalty: 5405.672852
	Iteration 16Q: 3 clusters Score -7096346 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7096541.500000 Penalty: 5405.672852
	Iteration 17Q: 3 clusters Score -7096542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7096696.000000 Penalty: 5405.672852
	Iteration 18Q: 3 clusters Score -7096696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7096772.000000 Penalty: 5405.672852
	Iteration 19Q: 3 clusters Score -7096772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7096835.000000 Penalty: 5405.672852
	Iteration 20F: 3 clusters Score -7096835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7096855.500000 Penalty: 5405.672852
	Iteration 21Q: 3 clusters Score -7096856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7096870.000000 Penalty: 5405.672852
	Iteration 22Q: 3 clusters Score -7096870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7096881.500000 Penalty: 5405.672852
	Iteration 23Q: 3 clusters Score -7096882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7096875.000000 Penalty: 5405.672852
	Iteration 24Q: 3 clusters Score -7096875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7096886.500000 Penalty: 5405.672852
	Iteration 25Q: 3 clusters Score -7096886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7096901.000000 Penalty: 5405.672852
	Iteration 26Q: 3 clusters Score -7096901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7096911.000000 Penalty: 5405.672852
	Iteration 27Q: 3 clusters Score -7096911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7096915.500000 Penalty: 5405.672852
	Iteration 28Q: 3 clusters Score -7096916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7096921.000000 Penalty: 5405.672852
	Iteration 29Q: 3 clusters Score -7096921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7096924.500000 Penalty: 5405.672852
	Iteration 30Q: 3 clusters Score -7096924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7096931.000000 Penalty: 5405.672852
	Iteration 31Q: 3 clusters Score -7096931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7096931.000000 Penalty: 5405.672852
	Iteration 32F: 3 clusters Score -7096931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Entering Unmasked Estep 
Score: -15041514.000000 Penalty: 2882.321533
	Iteration 0F: 2 clusters Score -1.504151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -14966698.000000 Penalty: 5764.643066
	Iteration 0F: 3 clusters Score -1.49667e+07 nChanged 52969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -14997203.000000 Penalty: 5764.643066
	Iteration 1F: 3 clusters Score -1.49972e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -14998033.000000 Penalty: 5764.643066
	Iteration 2Q: 3 clusters Score -1.499803e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -14998828.000000 Penalty: 5764.643066
	Iteration 3Q: 3 clusters Score -1.499883e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -14999998.000000 Penalty: 5764.643066
	Iteration 4Q: 3 clusters Score -1.5e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -15001691.000000 Penalty: 5764.643066
	Iteration 5Q: 3 clusters Score -1.500169e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -15004400.000000 Penalty: 5764.643066
	Iteration 6F: 3 clusters Score -1.50044e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -15008565.000000 Penalty: 5764.643066
	Iteration 7F: 3 clusters Score -1.500856e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -15013648.000000 Penalty: 5764.643066
	Iteration 8F: 3 clusters Score -1.501365e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -15018553.000000 Penalty: 5764.643066
	Iteration 9F: 3 clusters Score -1.501855e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -15022676.000000 Penalty: 5764.643066
	Iteration 10Q: 3 clusters Score -1.502268e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -15025626.000000 Penalty: 5764.643066
	Iteration 11Q: 3 clusters Score -1.502563e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -15027352.000000 Penalty: 5764.643066
	Iteration 12Q: 3 clusters Score -1.502735e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -15028219.000000 Penalty: 5764.643066
	Iteration 13Q: 3 clusters Score -1.502822e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -15028699.000000 Penalty: 5764.643066
	Iteration 14Q: 3 clusters Score -1.50287e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -15029038.000000 Penalty: 5764.643066
	Iteration 15Q: 3 clusters Score -1.502904e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -15029408.000000 Penalty: 5764.643066
	Iteration 16Q: 3 clusters Score -1.502941e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -15029805.000000 Penalty: 5764.643066
	Iteration 17Q: 3 clusters Score -1.50298e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -15030208.000000 Penalty: 5764.643066
	Iteration 18Q: 3 clusters Score -1.503021e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -15030719.000000 Penalty: 5764.643066
	Iteration 19Q: 3 clusters Score -1.503072e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -15031353.000000 Penalty: 5764.643066
	Iteration 20F: 3 clusters Score -1.503135e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -15031886.000000 Penalty: 5764.643066
	Iteration 21Q: 3 clusters Score -1.503189e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -15032574.000000 Penalty: 5764.643066
	Iteration 22Q: 3 clusters Score -1.503257e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -15033142.000000 Penalty: 5764.643066
	Iteration 23Q: 3 clusters Score -1.503314e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -15033618.000000 Penalty: 5764.643066
	Iteration 24Q: 3 clusters Score -1.503362e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -15033959.000000 Penalty: 5764.643066
	Iteration 25Q: 3 clusters Score -1.503396e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -15034139.000000 Penalty: 5764.643066
	Iteration 26Q: 3 clusters Score -1.503414e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -15034345.000000 Penalty: 5764.643066
	Iteration 27Q: 3 clusters Score -1.503434e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -15034401.000000 Penalty: 5764.643066
	Iteration 28Q: 3 clusters Score -1.50344e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -15034563.000000 Penalty: 5764.643066
	Iteration 29Q: 3 clusters Score -1.503456e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -15034666.000000 Penalty: 5764.643066
	Iteration 30Q: 3 clusters Score -1.503467e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -15034741.000000 Penalty: 5764.643066
	Iteration 31Q: 3 clusters Score -1.503474e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -15034747.000000 Penalty: 5764.643066
	Iteration 32Q: 3 clusters Score -1.503475e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -15034760.000000 Penalty: 5764.643066
	Iteration 33Q: 3 clusters Score -1.503476e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -15034770.000000 Penalty: 5764.643066
	Iteration 34Q: 3 clusters Score -1.503477e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -15034762.000000 Penalty: 5764.643066
	Iteration 35Q: 3 clusters Score -1.503476e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -15034727.000000 Penalty: 5764.643066
	Iteration 36Q: 3 clusters Score -1.503473e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -15034751.000000 Penalty: 5764.643066
	Iteration 37Q: 3 clusters Score -1.503475e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -15034747.000000 Penalty: 5764.643066
	Iteration 38Q: 3 clusters Score -1.503475e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -15034759.000000 Penalty: 5764.643066
	Iteration 39Q: 3 clusters Score -1.503476e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -15035076.000000 Penalty: 5764.643066
	Iteration 40F: 3 clusters Score -1.503508e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -15035208.000000 Penalty: 5764.643066
	Iteration 41Q: 3 clusters Score -1.503521e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -15035236.000000 Penalty: 5764.643066
	Iteration 42Q: 3 clusters Score -1.503524e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -15035338.000000 Penalty: 5764.643066
	Iteration 43Q: 3 clusters Score -1.503534e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -15035339.000000 Penalty: 5764.643066
	Iteration 44Q: 3 clusters Score -1.503534e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -15035399.000000 Penalty: 5764.643066
	Iteration 45Q: 3 clusters Score -1.50354e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -15035443.000000 Penalty: 5764.643066
	Iteration 46Q: 3 clusters Score -1.503544e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -15035469.000000 Penalty: 5764.643066
	Iteration 47Q: 3 clusters Score -1.503547e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -15035451.000000 Penalty: 5764.643066
	Iteration 48Q: 3 clusters Score -1.503545e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -15035473.000000 Penalty: 5764.643066
	Iteration 49Q: 3 clusters Score -1.503547e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -15035466.000000 Penalty: 5764.643066
	Iteration 50Q: 3 clusters Score -1.503547e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -15035443.000000 Penalty: 5764.643066
	Iteration 51Q: 3 clusters Score -1.503544e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -15035486.000000 Penalty: 5764.643066
	Iteration 52Q: 3 clusters Score -1.503549e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -15035519.000000 Penalty: 5764.643066
	Iteration 53Q: 3 clusters Score -1.503552e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -15035537.000000 Penalty: 5764.643066
	Iteration 54Q: 3 clusters Score -1.503554e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -15035597.000000 Penalty: 5764.643066
	Iteration 55Q: 3 clusters Score -1.50356e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -15035563.000000 Penalty: 5764.643066
	Iteration 56Q: 3 clusters Score -1.503556e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -15035541.000000 Penalty: 5764.643066
	Iteration 57Q: 3 clusters Score -1.503554e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -15035562.000000 Penalty: 5764.643066
	Iteration 58Q: 3 clusters Score -1.503556e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -15035551.000000 Penalty: 5764.643066
	Iteration 59Q: 3 clusters Score -1.503555e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -15035579.000000 Penalty: 5764.643066
	Iteration 60F: 3 clusters Score -1.503558e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -15035622.000000 Penalty: 5764.643066
	Iteration 61Q: 3 clusters Score -1.503562e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -15035603.000000 Penalty: 5764.643066
	Iteration 62Q: 3 clusters Score -1.50356e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -15035584.000000 Penalty: 5764.643066
	Iteration 63Q: 3 clusters Score -1.503558e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -15035584.000000 Penalty: 5764.643066
	Iteration 64Q: 3 clusters Score -1.503558e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -15035571.000000 Penalty: 5764.643066
	Iteration 65Q: 3 clusters Score -1.503557e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -15035576.000000 Penalty: 5764.643066
	Iteration 66Q: 3 clusters Score -1.503558e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -15035594.000000 Penalty: 5764.643066
	Iteration 67Q: 3 clusters Score -1.503559e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -15035618.000000 Penalty: 5764.643066
	Iteration 68Q: 3 clusters Score -1.503562e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -15035516.000000 Penalty: 5764.643066
	Iteration 69Q: 3 clusters Score -1.503552e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -15035486.000000 Penalty: 5764.643066
	Iteration 70Q: 3 clusters Score -1.503549e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -15035335.000000 Penalty: 5764.643066
	Iteration 71Q: 3 clusters Score -1.503534e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -15035072.000000 Penalty: 5764.643066
	Iteration 72Q: 3 clusters Score -1.503507e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -15034702.000000 Penalty: 5764.643066
	Iteration 73Q: 3 clusters Score -1.50347e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -15034188.000000 Penalty: 5764.643066
	Iteration 74Q: 3 clusters Score -1.503419e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -15033586.000000 Penalty: 5764.643066
	Iteration 75Q: 3 clusters Score -1.503359e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -15032787.000000 Penalty: 5764.643066
	Iteration 76Q: 3 clusters Score -1.503279e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -15031620.000000 Penalty: 5764.643066
	Iteration 77Q: 3 clusters Score -1.503162e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -15030668.000000 Penalty: 5764.643066
	Iteration 78Q: 3 clusters Score -1.503067e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -15029936.000000 Penalty: 5764.643066
	Iteration 79Q: 3 clusters Score -1.502994e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -15029288.000000 Penalty: 5764.643066
	Iteration 80F: 3 clusters Score -1.502929e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -15028857.000000 Penalty: 5764.643066
	Iteration 81Q: 3 clusters Score -1.502886e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -15028671.000000 Penalty: 5764.643066
	Iteration 82Q: 3 clusters Score -1.502867e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -15028609.000000 Penalty: 5764.643066
	Iteration 83Q: 3 clusters Score -1.502861e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -15028528.000000 Penalty: 5764.643066
	Iteration 84Q: 3 clusters Score -1.502853e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -15028524.000000 Penalty: 5764.643066
	Iteration 85Q: 3 clusters Score -1.502852e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -15028733.000000 Penalty: 5764.643066
	Iteration 86Q: 3 clusters Score -1.502873e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -15031543.000000 Penalty: 5764.643066
	Iteration 87Q: 3 clusters Score -1.503154e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -15033950.000000 Penalty: 5764.643066
	Iteration 88Q: 3 clusters Score -1.503395e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -15035091.000000 Penalty: 5764.643066
	Iteration 89Q: 3 clusters Score -1.503509e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -15035859.000000 Penalty: 5764.643066
	Iteration 90Q: 3 clusters Score -1.503586e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -15036491.000000 Penalty: 5764.643066
	Iteration 91Q: 3 clusters Score -1.503649e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -15036962.000000 Penalty: 5764.643066
	Iteration 92Q: 3 clusters Score -1.503696e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -15037294.000000 Penalty: 5764.643066
	Iteration 93Q: 3 clusters Score -1.503729e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -15037581.000000 Penalty: 5764.643066
	Iteration 94Q: 3 clusters Score -1.503758e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -15037900.000000 Penalty: 5764.643066
	Iteration 95Q: 3 clusters Score -1.50379e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -15038108.000000 Penalty: 5764.643066
	Iteration 96Q: 3 clusters Score -1.503811e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -15038283.000000 Penalty: 5764.643066
	Iteration 97Q: 3 clusters Score -1.503828e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15038441.000000 Penalty: 5764.643066
	Iteration 98Q: 3 clusters Score -1.503844e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15038560.000000 Penalty: 5764.643066
	Iteration 99Q: 3 clusters Score -1.503856e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -15038686.000000 Penalty: 5764.643066
	Iteration 100F: 3 clusters Score -1.503869e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15038757.000000 Penalty: 5764.643066
	Iteration 101Q: 3 clusters Score -1.503876e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15038803.000000 Penalty: 5764.643066
	Iteration 102Q: 3 clusters Score -1.50388e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15038860.000000 Penalty: 5764.643066
	Iteration 103Q: 3 clusters Score -1.503886e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15038919.000000 Penalty: 5764.643066
	Iteration 104Q: 3 clusters Score -1.503892e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15038936.000000 Penalty: 5764.643066
	Iteration 105Q: 3 clusters Score -1.503894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15038963.000000 Penalty: 5764.643066
	Iteration 106Q: 3 clusters Score -1.503896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15038987.000000 Penalty: 5764.643066
	Iteration 107Q: 3 clusters Score -1.503899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15039004.000000 Penalty: 5764.643066
	Iteration 108Q: 3 clusters Score -1.5039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15038991.000000 Penalty: 5764.643066
	Iteration 109Q: 3 clusters Score -1.503899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -15039001.000000 Penalty: 5764.643066
	Iteration 110Q: 3 clusters Score -1.5039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15039010.000000 Penalty: 5764.643066
	Iteration 111Q: 3 clusters Score -1.503901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15039042.000000 Penalty: 5764.643066
	Iteration 112Q: 3 clusters Score -1.503904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15039052.000000 Penalty: 5764.643066
	Iteration 113Q: 3 clusters Score -1.503905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15039066.000000 Penalty: 5764.643066
	Iteration 114Q: 3 clusters Score -1.503907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15039087.000000 Penalty: 5764.643066
	Iteration 115Q: 3 clusters Score -1.503909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110562 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15039091.000000 Penalty: 5764.643066
	Iteration 116Q: 3 clusters Score -1.503909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15039122.000000 Penalty: 5764.643066
	Iteration 117Q: 3 clusters Score -1.503912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15039117.000000 Penalty: 5764.643066
	Iteration 118Q: 3 clusters Score -1.503912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110587 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -15039127.000000 Penalty: 5764.643066
	Iteration 119Q: 3 clusters Score -1.503913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -15039117.000000 Penalty: 5764.643066
	Iteration 120F: 3 clusters Score -1.503912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -15039123.000000 Penalty: 5764.643066
	Iteration 121Q: 3 clusters Score -1.503912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -15039130.000000 Penalty: 5764.643066
	Iteration 122Q: 3 clusters Score -1.503913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15039131.000000 Penalty: 5764.643066
	Iteration 123Q: 3 clusters Score -1.503913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15039143.000000 Penalty: 5764.643066
	Iteration 124Q: 3 clusters Score -1.503914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15039139.000000 Penalty: 5764.643066
	Iteration 125Q: 3 clusters Score -1.503914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15039135.000000 Penalty: 5764.643066
	Iteration 126Q: 3 clusters Score -1.503914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15039136.000000 Penalty: 5764.643066
	Iteration 127Q: 3 clusters Score -1.503914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -15039141.000000 Penalty: 5764.643066
	Iteration 128Q: 3 clusters Score -1.503914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15039146.000000 Penalty: 5764.643066
	Iteration 129Q: 3 clusters Score -1.503915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15039134.000000 Penalty: 5764.643066
	Iteration 130Q: 3 clusters Score -1.503913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15039145.000000 Penalty: 5764.643066
	Iteration 131Q: 3 clusters Score -1.503914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15039140.000000 Penalty: 5764.643066
	Iteration 132Q: 3 clusters Score -1.503914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15039139.000000 Penalty: 5764.643066
	Iteration 133Q: 3 clusters Score -1.503914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15039139.000000 Penalty: 5764.643066
	Iteration 134F: 3 clusters Score -1.503914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45174.132812 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45174.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45471.820312 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45471.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45568.953125 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45568.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45684.898438 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -45684.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45871.226562 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45871.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46031.503906 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -46031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46088.425781 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -46088.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46107.097656 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -46107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46124.355469 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -46124.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46130.160156 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -46130.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46135.304688 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -46135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46135.304688 Penalty: 2997.145996
	Iteration 11F: 3 clusters Score -46135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 99222 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 23420 members 
Mstep: Class 11 contains 20782 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28336 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 54097 members 
Mstep: Class 21 contains 111554 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790664.000000 Penalty: 71329.296875
Iteration 199Q: 23 clusters Score -6.279066e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1551 members 
Mstep: Class 5 contains 6317 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 100200 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 23393 members 
Mstep: Class 11 contains 20775 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28300 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 54080 members 
Mstep: Class 21 contains 111906 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791088.000000 Penalty: 71329.296875
Iteration 200F: 23 clusters Score -6.279109e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 101132 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 23369 members 
Mstep: Class 11 contains 20756 members 
Mstep: Class 12 contains 17712 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28279 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 112655 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791380.000000 Penalty: 71329.296875
Iteration 201Q: 23 clusters Score -6.279138e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 102191 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 23328 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 17635 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28248 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53902 members 
Mstep: Class 21 contains 113923 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791784.000000 Penalty: 71329.296875
Iteration 202Q: 23 clusters Score -6.279178e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 103489 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 23275 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 17566 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28215 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53741 members 
Mstep: Class 21 contains 115777 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791652.000000 Penalty: 71329.296875
Iteration 203Q: 23 clusters Score -6.279165e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 105128 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 23265 members 
Mstep: Class 11 contains 20698 members 
Mstep: Class 12 contains 17490 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28188 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53530 members 
Mstep: Class 21 contains 118275 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791616.000000 Penalty: 71329.296875
Iteration 204Q: 23 clusters Score -6.279162e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 6174 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 107221 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 23258 members 
Mstep: Class 11 contains 20698 members 
Mstep: Class 12 contains 17403 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28125 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 53310 members 
Mstep: Class 21 contains 121615 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790916.000000 Penalty: 71329.296875
Iteration 205Q: 23 clusters Score -6.279092e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 109998 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 23286 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 17318 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28093 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 52972 members 
Mstep: Class 21 contains 126036 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787940.000000 Penalty: 71329.296875
Iteration 206Q: 23 clusters Score -6.278794e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 113426 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5673 members 
Mstep: Class 10 contains 23373 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28088 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 52621 members 
Mstep: Class 21 contains 131678 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783312.000000 Penalty: 71329.296875
Iteration 207Q: 23 clusters Score -6.278331e+07 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 117434 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 23585 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 17428 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28197 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 52252 members 
Mstep: Class 21 contains 137930 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774332.000000 Penalty: 71329.296875
Iteration 208Q: 23 clusters Score -6.277433e+07 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 121408 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 23881 members 
Mstep: Class 11 contains 20873 members 
Mstep: Class 12 contains 17606 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28463 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 52039 members 
Mstep: Class 21 contains 141004 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765628.000000 Penalty: 71329.296875
Iteration 209Q: 23 clusters Score -6.276563e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 125164 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 24279 members 
Mstep: Class 11 contains 21004 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28828 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 51916 members 
Mstep: Class 21 contains 140053 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761896.000000 Penalty: 71329.296875
Iteration 210Q: 23 clusters Score -6.27619e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 128641 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 21120 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29196 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 51728 members 
Mstep: Class 21 contains 137468 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760300.000000 Penalty: 71329.296875
Iteration 211Q: 23 clusters Score -6.27603e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 6567 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 131808 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 24952 members 
Mstep: Class 11 contains 21224 members 
Mstep: Class 12 contains 18786 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29535 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 51473 members 
Mstep: Class 21 contains 134474 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760076.000000 Penalty: 71329.296875
Iteration 212Q: 23 clusters Score -6.276008e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 6652 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 134727 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 25158 members 
Mstep: Class 11 contains 21313 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29854 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 51199 members 
Mstep: Class 21 contains 131449 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760616.000000 Penalty: 71329.296875
Iteration 213Q: 23 clusters Score -6.276062e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 6715 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 137370 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25313 members 
Mstep: Class 11 contains 21412 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30100 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 50994 members 
Mstep: Class 21 contains 128614 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761292.000000 Penalty: 71329.296875
Iteration 214Q: 23 clusters Score -6.276129e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 139743 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 25459 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 19807 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30315 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 50784 members 
Mstep: Class 21 contains 125993 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762164.000000 Penalty: 71329.296875
Iteration 215Q: 23 clusters Score -6.276216e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 6816 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 141772 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 25549 members 
Mstep: Class 11 contains 21537 members 
Mstep: Class 12 contains 20048 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30515 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50601 members 
Mstep: Class 21 contains 123729 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763136.000000 Penalty: 71329.296875
Iteration 216Q: 23 clusters Score -6.276314e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 143530 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 25592 members 
Mstep: Class 11 contains 21580 members 
Mstep: Class 12 contains 20245 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30687 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50448 members 
Mstep: Class 21 contains 121783 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764528.000000 Penalty: 71329.296875
Iteration 217Q: 23 clusters Score -6.276453e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 144984 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 10 contains 25571 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30814 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50290 members 
Mstep: Class 21 contains 120272 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765288.000000 Penalty: 71329.296875
Iteration 218Q: 23 clusters Score -6.276529e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 6932 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 146314 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5607 members 
Mstep: Class 10 contains 25503 members 
Mstep: Class 11 contains 21653 members 
Mstep: Class 12 contains 20568 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30923 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50171 members 
Mstep: Class 21 contains 118922 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765884.000000 Penalty: 71329.296875
Iteration 219Q: 23 clusters Score -6.276588e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 6956 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 147448 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 25402 members 
Mstep: Class 11 contains 21682 members 
Mstep: Class 12 contains 20711 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30997 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50070 members 
Mstep: Class 21 contains 117823 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770324.000000 Penalty: 71329.296875
Iteration 220F: 23 clusters Score -6.277032e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 148371 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 25302 members 
Mstep: Class 11 contains 21703 members 
Mstep: Class 12 contains 20819 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31047 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3743 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49951 members 
Mstep: Class 21 contains 123650 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766228.000000 Penalty: 71329.296875
Iteration 221Q: 23 clusters Score -6.276623e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 7029 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 149974 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 25347 members 
Mstep: Class 11 contains 21780 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31206 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49901 members 
Mstep: Class 21 contains 128106 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762836.000000 Penalty: 71329.296875
Iteration 222Q: 23 clusters Score -6.276284e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 7104 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 151706 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 25496 members 
Mstep: Class 11 contains 21870 members 
Mstep: Class 12 contains 21431 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31455 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3726 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49878 members 
Mstep: Class 21 contains 131065 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761680.000000 Penalty: 71329.296875
Iteration 223Q: 23 clusters Score -6.276168e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 153274 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 31711 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3717 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49827 members 
Mstep: Class 21 contains 132836 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761544.000000 Penalty: 71329.296875
Iteration 224Q: 23 clusters Score -6.276154e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3182 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 7214 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 154469 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25721 members 
Mstep: Class 11 contains 22080 members 
Mstep: Class 12 contains 22191 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 31978 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3710 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49735 members 
Mstep: Class 21 contains 133824 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761856.000000 Penalty: 71329.296875
Iteration 225Q: 23 clusters Score -6.276186e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 155381 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 25801 members 
Mstep: Class 11 contains 22159 members 
Mstep: Class 12 contains 22544 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 32205 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49639 members 
Mstep: Class 21 contains 134276 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762244.000000 Penalty: 71329.296875
Iteration 226Q: 23 clusters Score -6.276224e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 156049 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 25868 members 
Mstep: Class 11 contains 22221 members 
Mstep: Class 12 contains 22881 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 32412 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3697 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49510 members 
Mstep: Class 21 contains 134424 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762340.000000 Penalty: 71329.296875
Iteration 227Q: 23 clusters Score -6.276234e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 156525 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 25873 members 
Mstep: Class 11 contains 22266 members 
Mstep: Class 12 contains 23182 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 32610 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49408 members 
Mstep: Class 21 contains 134334 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762336.000000 Penalty: 71329.296875
Iteration 228Q: 23 clusters Score -6.276234e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 156861 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 25901 members 
Mstep: Class 11 contains 22304 members 
Mstep: Class 12 contains 23472 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 32780 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3677 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49301 members 
Mstep: Class 21 contains 134129 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762576.000000 Penalty: 71329.296875
Iteration 229Q: 23 clusters Score -6.276258e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 157117 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 25922 members 
Mstep: Class 11 contains 22328 members 
Mstep: Class 12 contains 23750 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 32917 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49208 members 
Mstep: Class 21 contains 133911 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762648.000000 Penalty: 71329.296875
Iteration 230Q: 23 clusters Score -6.276265e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 157332 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 25909 members 
Mstep: Class 11 contains 22357 members 
Mstep: Class 12 contains 24010 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33021 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3632 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49123 members 
Mstep: Class 21 contains 133622 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 23 clusters Score -6.276275e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 157478 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 25884 members 
Mstep: Class 11 contains 22368 members 
Mstep: Class 12 contains 24268 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33113 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49052 members 
Mstep: Class 21 contains 133364 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 23 clusters Score -6.276271e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 157623 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 25825 members 
Mstep: Class 11 contains 22386 members 
Mstep: Class 12 contains 24496 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33197 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48982 members 
Mstep: Class 21 contains 133131 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 23 clusters Score -6.276283e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 157736 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 25761 members 
Mstep: Class 11 contains 22391 members 
Mstep: Class 12 contains 24686 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33278 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48926 members 
Mstep: Class 21 contains 132924 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 234Q: 23 clusters Score -6.276299e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3245 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 157799 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 25697 members 
Mstep: Class 11 contains 22397 members 
Mstep: Class 12 contains 24884 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33342 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48890 members 
Mstep: Class 21 contains 132749 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 235Q: 23 clusters Score -6.276296e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 157789 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 25651 members 
Mstep: Class 11 contains 22396 members 
Mstep: Class 12 contains 25044 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33396 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48854 members 
Mstep: Class 21 contains 132656 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
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Iteration 236Q: 23 clusters Score -6.276278e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 7713 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 157754 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 22400 members 
Mstep: Class 12 contains 25187 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33441 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48837 members 
Mstep: Class 21 contains 132576 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762804.000000 Penalty: 71329.296875
Iteration 237Q: 23 clusters Score -6.27628e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 157721 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25624 members 
Mstep: Class 11 contains 22406 members 
Mstep: Class 12 contains 25297 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33481 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48817 members 
Mstep: Class 21 contains 132515 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762764.000000 Penalty: 71329.296875
Iteration 238Q: 23 clusters Score -6.276276e+07 nChanged 598
Entering ConstructFrom: 
Score: -62762764.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 1 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -273692.406250 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -273692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -271024.875000 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -271024.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271497.375000 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -271497.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -271630.312500 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -271630.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -271700.437500 Penalty: 3782.778809
	Iteration 3Q: 3 clusters Score -271700.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271731.281250 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -271731.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271747.937500 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -271747.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -271762.593750 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -271762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271772.250000 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -271772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271781.031250 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -271781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271789.343750 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -271789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271799.187500 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -271799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -271803.968750 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -271804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -271811.000000 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -271811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -271812.843750 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -271812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271813.343750 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -271813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -271814.375000 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -271814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -271814.375000 Penalty: 3782.778809
	Iteration 16F: 3 clusters Score -271814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -407917.812500 Penalty: 2005.124268
	Iteration 0F: 2 clusters Score -407917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -404508.781250 Penalty: 4010.248535
	Iteration 0F: 3 clusters Score -404508.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -405211.781250 Penalty: 4010.248535
	Iteration 1F: 3 clusters Score -405211.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -405373.468750 Penalty: 4010.248535
	Iteration 2F: 3 clusters Score -405373.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -405480.187500 Penalty: 4010.248535
	Iteration 3Q: 3 clusters Score -405480.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -405558.687500 Penalty: 4010.248535
	Iteration 4Q: 3 clusters Score -405558.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -405603.656250 Penalty: 4010.248535
	Iteration 5Q: 3 clusters Score -405603.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -405635.156250 Penalty: 4010.248535
	Iteration 6Q: 3 clusters Score -405635.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -405659.281250 Penalty: 4010.248535
	Iteration 7Q: 3 clusters Score -405659.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -405677.812500 Penalty: 4010.248535
	Iteration 8Q: 3 clusters Score -405677.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -405689.500000 Penalty: 4010.248535
	Iteration 9Q: 3 clusters Score -405689.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -405703.375000 Penalty: 4010.248535
	Iteration 10Q: 3 clusters Score -405703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -405715.968750 Penalty: 4010.248535
	Iteration 11Q: 3 clusters Score -405716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -405728.468750 Penalty: 4010.248535
	Iteration 12Q: 3 clusters Score -405728.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -405741.062500 Penalty: 4010.248535
	Iteration 13Q: 3 clusters Score -405741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -405747.375000 Penalty: 4010.248535
	Iteration 14Q: 3 clusters Score -405747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -405751.406250 Penalty: 4010.248535
	Iteration 15Q: 3 clusters Score -405751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -405757.937500 Penalty: 4010.248535
	Iteration 16Q: 3 clusters Score -405757.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -405766.718750 Penalty: 4010.248535
	Iteration 17Q: 3 clusters Score -405766.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -405774.843750 Penalty: 4010.248535
	Iteration 18Q: 3 clusters Score -405774.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -405779.406250 Penalty: 4010.248535
	Iteration 19Q: 3 clusters Score -405779.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -405784.468750 Penalty: 4010.248535
	Iteration 20F: 3 clusters Score -405784.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -405787.937500 Penalty: 4010.248535
	Iteration 21Q: 3 clusters Score -405787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -405791.500000 Penalty: 4010.248535
	Iteration 22Q: 3 clusters Score -405791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -405792.562500 Penalty: 4010.248535
	Iteration 23Q: 3 clusters Score -405792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -405793.531250 Penalty: 4010.248535
	Iteration 24Q: 3 clusters Score -405793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -405795.468750 Penalty: 4010.248535
	Iteration 25Q: 3 clusters Score -405795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -405797.562500 Penalty: 4010.248535
	Iteration 26Q: 3 clusters Score -405797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -405801.625000 Penalty: 4010.248535
	Iteration 27Q: 3 clusters Score -405801.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -405803.843750 Penalty: 4010.248535
	Iteration 28Q: 3 clusters Score -405803.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -405808.906250 Penalty: 4010.248535
	Iteration 29Q: 3 clusters Score -405808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405813.718750 Penalty: 4010.248535
	Iteration 30Q: 3 clusters Score -405813.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -405818.656250 Penalty: 4010.248535
	Iteration 31Q: 3 clusters Score -405818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -405821.593750 Penalty: 4010.248535
	Iteration 32Q: 3 clusters Score -405821.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -405827.718750 Penalty: 4010.248535
	Iteration 33Q: 3 clusters Score -405827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -405830.656250 Penalty: 4010.248535
	Iteration 34Q: 3 clusters Score -405830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -405831.375000 Penalty: 4010.248535
	Iteration 35Q: 3 clusters Score -405831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405832.656250 Penalty: 4010.248535
	Iteration 36Q: 3 clusters Score -405832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405834.218750 Penalty: 4010.248535
	Iteration 37Q: 3 clusters Score -405834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405835.656250 Penalty: 4010.248535
	Iteration 38Q: 3 clusters Score -405835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -405838.718750 Penalty: 4010.248535
	Iteration 39Q: 3 clusters Score -405838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -405840.593750 Penalty: 4010.248535
	Iteration 40F: 3 clusters Score -405840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -405841.750000 Penalty: 4010.248535
	Iteration 41Q: 3 clusters Score -405841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -405844.437500 Penalty: 4010.248535
	Iteration 42Q: 3 clusters Score -405844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -405846.125000 Penalty: 4010.248535
	Iteration 43Q: 3 clusters Score -405846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -405847.218750 Penalty: 4010.248535
	Iteration 44Q: 3 clusters Score -405847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -405848.812500 Penalty: 4010.248535
	Iteration 45Q: 3 clusters Score -405848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -405851.187500 Penalty: 4010.248535
	Iteration 46Q: 3 clusters Score -405851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -405853.312500 Penalty: 4010.248535
	Iteration 47Q: 3 clusters Score -405853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -405857.062500 Penalty: 4010.248535
	Iteration 48Q: 3 clusters Score -405857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -405862.000000 Penalty: 4010.248535
	Iteration 49Q: 3 clusters Score -405862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -405869.593750 Penalty: 4010.248535
	Iteration 50Q: 3 clusters Score -405869.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -405876.375000 Penalty: 4010.248535
	Iteration 51Q: 3 clusters Score -405876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -405879.281250 Penalty: 4010.248535
	Iteration 52Q: 3 clusters Score -405879.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405887.937500 Penalty: 4010.248535
	Iteration 53Q: 3 clusters Score -405887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405895.531250 Penalty: 4010.248535
	Iteration 54Q: 3 clusters Score -405895.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -405902.906250 Penalty: 4010.248535
	Iteration 55Q: 3 clusters Score -405902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -405910.656250 Penalty: 4010.248535
	Iteration 56Q: 3 clusters Score -405910.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405918.000000 Penalty: 4010.248535
	Iteration 57Q: 3 clusters Score -405918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -405922.656250 Penalty: 4010.248535
	Iteration 58Q: 3 clusters Score -405922.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -405933.968750 Penalty: 4010.248535
	Iteration 59Q: 3 clusters Score -405934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -405948.062500 Penalty: 4010.248535
	Iteration 60F: 3 clusters Score -405948.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -405961.312500 Penalty: 4010.248535
	Iteration 61Q: 3 clusters Score -405961.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -405969.343750 Penalty: 4010.248535
	Iteration 62Q: 3 clusters Score -405969.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405977.312500 Penalty: 4010.248535
	Iteration 63Q: 3 clusters Score -405977.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -405987.562500 Penalty: 4010.248535
	Iteration 64Q: 3 clusters Score -405987.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -406001.781250 Penalty: 4010.248535
	Iteration 65Q: 3 clusters Score -406001.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -406020.000000 Penalty: 4010.248535
	Iteration 66Q: 3 clusters Score -406020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -406032.625000 Penalty: 4010.248535
	Iteration 67Q: 3 clusters Score -406032.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -406041.093750 Penalty: 4010.248535
	Iteration 68Q: 3 clusters Score -406041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -406051.031250 Penalty: 4010.248535
	Iteration 69Q: 3 clusters Score -406051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -406065.500000 Penalty: 4010.248535
	Iteration 70Q: 3 clusters Score -406065.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -406075.250000 Penalty: 4010.248535
	Iteration 71Q: 3 clusters Score -406075.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -406082.937500 Penalty: 4010.248535
	Iteration 72Q: 3 clusters Score -406082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -406088.968750 Penalty: 4010.248535
	Iteration 73Q: 3 clusters Score -406089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406094.875000 Penalty: 4010.248535
	Iteration 74Q: 3 clusters Score -406094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406101.031250 Penalty: 4010.248535
	Iteration 75Q: 3 clusters Score -406101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406105.593750 Penalty: 4010.248535
	Iteration 76Q: 3 clusters Score -406105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -406109.062500 Penalty: 4010.248535
	Iteration 77Q: 3 clusters Score -406109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -406113.656250 Penalty: 4010.248535
	Iteration 78Q: 3 clusters Score -406113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406118.937500 Penalty: 4010.248535
	Iteration 79Q: 3 clusters Score -406118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406123.750000 Penalty: 4010.248535
	Iteration 80F: 3 clusters Score -406123.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406130.125000 Penalty: 4010.248535
	Iteration 81Q: 3 clusters Score -406130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406133.500000 Penalty: 4010.248535
	Iteration 82Q: 3 clusters Score -406133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406138.750000 Penalty: 4010.248535
	Iteration 83Q: 3 clusters Score -406138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -406143.187500 Penalty: 4010.248535
	Iteration 84Q: 3 clusters Score -406143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406145.843750 Penalty: 4010.248535
	Iteration 85Q: 3 clusters Score -406145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406146.406250 Penalty: 4010.248535
	Iteration 86Q: 3 clusters Score -406146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406147.093750 Penalty: 4010.248535
	Iteration 87Q: 3 clusters Score -406147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -406148.437500 Penalty: 4010.248535
	Iteration 88Q: 3 clusters Score -406148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406148.906250 Penalty: 4010.248535
	Iteration 89Q: 3 clusters Score -406148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406149.968750 Penalty: 4010.248535
	Iteration 90Q: 3 clusters Score -406150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406151.906250 Penalty: 4010.248535
	Iteration 91Q: 3 clusters Score -406151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406153.843750 Penalty: 4010.248535
	Iteration 92Q: 3 clusters Score -406153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406156.906250 Penalty: 4010.248535
	Iteration 93Q: 3 clusters Score -406156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -406159.781250 Penalty: 4010.248535
	Iteration 94Q: 3 clusters Score -406159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -406163.718750 Penalty: 4010.248535
	Iteration 95Q: 3 clusters Score -406163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -406167.531250 Penalty: 4010.248535
	Iteration 96Q: 3 clusters Score -406167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -406169.562500 Penalty: 4010.248535
	Iteration 97Q: 3 clusters Score -406169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -406175.062500 Penalty: 4010.248535
	Iteration 98Q: 3 clusters Score -406175.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -406179.718750 Penalty: 4010.248535
	Iteration 99Q: 3 clusters Score -406179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -406183.531250 Penalty: 4010.248535
	Iteration 100F: 3 clusters Score -406183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -406184.656250 Penalty: 4010.248535
	Iteration 101Q: 3 clusters Score -406184.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -406186.375000 Penalty: 4010.248535
	Iteration 102Q: 3 clusters Score -406186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -406187.531250 Penalty: 4010.248535
	Iteration 103Q: 3 clusters Score -406187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -406190.000000 Penalty: 4010.248535
	Iteration 104Q: 3 clusters Score -406190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -406189.843750 Penalty: 4010.248535
	Iteration 105Q: 3 clusters Score -406189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -406189.843750 Penalty: 4010.248535
	Iteration 106F: 3 clusters Score -406189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -67371.273438 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -67371.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65809.804688 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -65809.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66062.125000 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -66062.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66191.671875 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -66191.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66303.757812 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -66303.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66401.453125 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -66401.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66514.179688 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -66514.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66583.992188 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -66583.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66640.359375 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -66640.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66675.343750 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -66675.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66696.656250 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -66696.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66709.734375 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -66709.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66712.617188 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -66712.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66715.437500 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -66715.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66715.437500 Penalty: 3168.726318
	Iteration 13F: 3 clusters Score -66715.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -193895.812500 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -193895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191609.687500 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -191609.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191962.062500 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -191962.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -192066.171875 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -192066.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -192121.000000 Penalty: 3620.028809
	Iteration 3Q: 3 clusters Score -192121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -192156.078125 Penalty: 3620.028809
	Iteration 4Q: 3 clusters Score -192156.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -192182.140625 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -192182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -192205.265625 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -192205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -192216.703125 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -192216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192222.718750 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -192222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192233.687500 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -192233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -192238.906250 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -192238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -192243.328125 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -192243.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -192250.078125 Penalty: 3620.028809
	Iteration 12Q: 3 clusters Score -192250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192257.109375 Penalty: 3620.028809
	Iteration 13Q: 3 clusters Score -192257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -192260.453125 Penalty: 3620.028809
	Iteration 14Q: 3 clusters Score -192260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -192262.609375 Penalty: 3620.028809
	Iteration 15Q: 3 clusters Score -192262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192267.984375 Penalty: 3620.028809
	Iteration 16Q: 3 clusters Score -192268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192269.718750 Penalty: 3620.028809
	Iteration 17Q: 3 clusters Score -192269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192269.718750 Penalty: 3620.028809
	Iteration 18F: 3 clusters Score -192269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Entering Unmasked Estep 
Score: -1047547.250000 Penalty: 2220.791016
	Iteration 0F: 2 clusters Score -1047547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1041392.562500 Penalty: 4441.582031
	Iteration 0F: 3 clusters Score -1041393 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1043071.562500 Penalty: 4441.582031
	Iteration 1F: 3 clusters Score -1043072 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1043358.187500 Penalty: 4441.582031
	Iteration 2F: 3 clusters Score -1043358 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1043567.500000 Penalty: 4441.582031
	Iteration 3F: 3 clusters Score -1043568 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1043735.625000 Penalty: 4441.582031
	Iteration 4Q: 3 clusters Score -1043736 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1043877.625000 Penalty: 4441.582031
	Iteration 5Q: 3 clusters Score -1043878 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1044003.812500 Penalty: 4441.582031
	Iteration 6Q: 3 clusters Score -1044004 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1044149.187500 Penalty: 4441.582031
	Iteration 7Q: 3 clusters Score -1044149 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1044296.312500 Penalty: 4441.582031
	Iteration 8Q: 3 clusters Score -1044296 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1044535.250000 Penalty: 4441.582031
	Iteration 9Q: 3 clusters Score -1044535 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1044910.750000 Penalty: 4441.582031
	Iteration 10Q: 3 clusters Score -1044911 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1045437.437500 Penalty: 4441.582031
	Iteration 11F: 3 clusters Score -1045437 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1045880.437500 Penalty: 4441.582031
	Iteration 12F: 3 clusters Score -1045880 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1046168.562500 Penalty: 4441.582031
	Iteration 13Q: 3 clusters Score -1046169 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1046326.937500 Penalty: 4441.582031
	Iteration 14Q: 3 clusters Score -1046327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1046419.875000 Penalty: 4441.582031
	Iteration 15Q: 3 clusters Score -1046420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1046468.375000 Penalty: 4441.582031
	Iteration 16Q: 3 clusters Score -1046468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1046503.000000 Penalty: 4441.582031
	Iteration 17Q: 3 clusters Score -1046503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1046520.562500 Penalty: 4441.582031
	Iteration 18Q: 3 clusters Score -1046521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1046532.125000 Penalty: 4441.582031
	Iteration 19Q: 3 clusters Score -1046532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1046540.687500 Penalty: 4441.582031
	Iteration 20F: 3 clusters Score -1046541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1046547.125000 Penalty: 4441.582031
	Iteration 21Q: 3 clusters Score -1046547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1046552.125000 Penalty: 4441.582031
	Iteration 22Q: 3 clusters Score -1046552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1046552.750000 Penalty: 4441.582031
	Iteration 23Q: 3 clusters Score -1046553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1046553.875000 Penalty: 4441.582031
	Iteration 24Q: 3 clusters Score -1046554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1046558.312500 Penalty: 4441.582031
	Iteration 25Q: 3 clusters Score -1046558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1046559.125000 Penalty: 4441.582031
	Iteration 26Q: 3 clusters Score -1046559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1046561.312500 Penalty: 4441.582031
	Iteration 27Q: 3 clusters Score -1046561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1046562.750000 Penalty: 4441.582031
	Iteration 28Q: 3 clusters Score -1046563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1046566.375000 Penalty: 4441.582031
	Iteration 29Q: 3 clusters Score -1046566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1046565.750000 Penalty: 4441.582031
	Iteration 30Q: 3 clusters Score -1046566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1046565.750000 Penalty: 4441.582031
	Iteration 31F: 3 clusters Score -1046566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -408388.125000 Penalty: 1992.427612
	Iteration 0F: 2 clusters Score -408388.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -405066.562500 Penalty: 3984.855225
	Iteration 0F: 3 clusters Score -405066.6 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -405766.062500 Penalty: 3984.855225
	Iteration 1F: 3 clusters Score -405766.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -405946.125000 Penalty: 3984.855225
	Iteration 2F: 3 clusters Score -405946.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -406058.968750 Penalty: 3984.855225
	Iteration 3Q: 3 clusters Score -406059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -406143.500000 Penalty: 3984.855225
	Iteration 4Q: 3 clusters Score -406143.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -406206.156250 Penalty: 3984.855225
	Iteration 5Q: 3 clusters Score -406206.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -406273.968750 Penalty: 3984.855225
	Iteration 6Q: 3 clusters Score -406274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -406352.687500 Penalty: 3984.855225
	Iteration 7Q: 3 clusters Score -406352.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -406437.187500 Penalty: 3984.855225
	Iteration 8Q: 3 clusters Score -406437.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -406540.250000 Penalty: 3984.855225
	Iteration 9Q: 3 clusters Score -406540.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -406652.125000 Penalty: 3984.855225
	Iteration 10Q: 3 clusters Score -406652.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -406771.468750 Penalty: 3984.855225
	Iteration 11Q: 3 clusters Score -406771.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -406916.781250 Penalty: 3984.855225
	Iteration 12Q: 3 clusters Score -406916.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -407081.718750 Penalty: 3984.855225
	Iteration 13Q: 3 clusters Score -407081.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -407291.968750 Penalty: 3984.855225
	Iteration 14Q: 3 clusters Score -407292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -407469.562500 Penalty: 3984.855225
	Iteration 15Q: 3 clusters Score -407469.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -407616.156250 Penalty: 3984.855225
	Iteration 16Q: 3 clusters Score -407616.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -407731.031250 Penalty: 3984.855225
	Iteration 17Q: 3 clusters Score -407731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -407822.593750 Penalty: 3984.855225
	Iteration 18Q: 3 clusters Score -407822.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -407904.093750 Penalty: 3984.855225
	Iteration 19Q: 3 clusters Score -407904.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -407980.125000 Penalty: 3984.855225
	Iteration 20F: 3 clusters Score -407980.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -408042.125000 Penalty: 3984.855225
	Iteration 21Q: 3 clusters Score -408042.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -408126.000000 Penalty: 3984.855225
	Iteration 22Q: 3 clusters Score -408126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -408204.843750 Penalty: 3984.855225
	Iteration 23Q: 3 clusters Score -408204.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -408237.843750 Penalty: 3984.855225
	Iteration 24Q: 3 clusters Score -408237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -408252.093750 Penalty: 3984.855225
	Iteration 25Q: 3 clusters Score -408252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -408257.406250 Penalty: 3984.855225
	Iteration 26Q: 3 clusters Score -408257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -408261.375000 Penalty: 3984.855225
	Iteration 27Q: 3 clusters Score -408261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -408263.031250 Penalty: 3984.855225
	Iteration 28Q: 3 clusters Score -408263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -408264.062500 Penalty: 3984.855225
	Iteration 29Q: 3 clusters Score -408264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -408264.093750 Penalty: 3984.855225
	Iteration 30Q: 3 clusters Score -408264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -408264.093750 Penalty: 3984.855225
	Iteration 31F: 3 clusters Score -408264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Entering Unmasked Estep 
Score: -21164098.000000 Penalty: 2968.123779
	Iteration 0F: 2 clusters Score -2.11641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -21072992.000000 Penalty: 5936.247559
	Iteration 0F: 3 clusters Score -2.107299e+07 nChanged 75527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -21117726.000000 Penalty: 5936.247559
	Iteration 1F: 3 clusters Score -2.111773e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -21120080.000000 Penalty: 5936.247559
	Iteration 2Q: 3 clusters Score -2.112008e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -21123856.000000 Penalty: 5936.247559
	Iteration 3Q: 3 clusters Score -2.112386e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -21130024.000000 Penalty: 5936.247559
	Iteration 4F: 3 clusters Score -2.113002e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -21137196.000000 Penalty: 5936.247559
	Iteration 5F: 3 clusters Score -2.11372e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -21144080.000000 Penalty: 5936.247559
	Iteration 6F: 3 clusters Score -2.114408e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -21149658.000000 Penalty: 5936.247559
	Iteration 7F: 3 clusters Score -2.114966e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 122390 members 
Entering Unmasked Estep 
Score: -21153888.000000 Penalty: 5936.247559
	Iteration 8Q: 3 clusters Score -2.115389e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -21156484.000000 Penalty: 5936.247559
	Iteration 9Q: 3 clusters Score -2.115648e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -21157956.000000 Penalty: 5936.247559
	Iteration 10Q: 3 clusters Score -2.115796e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -21158878.000000 Penalty: 5936.247559
	Iteration 11Q: 3 clusters Score -2.115888e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -21159480.000000 Penalty: 5936.247559
	Iteration 12Q: 3 clusters Score -2.115948e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 116624 members 
Entering Unmasked Estep 
Score: -21160024.000000 Penalty: 5936.247559
	Iteration 13Q: 3 clusters Score -2.116002e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -21160462.000000 Penalty: 5936.247559
	Iteration 14Q: 3 clusters Score -2.116046e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -21160936.000000 Penalty: 5936.247559
	Iteration 15Q: 3 clusters Score -2.116094e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -21161422.000000 Penalty: 5936.247559
	Iteration 16Q: 3 clusters Score -2.116142e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 110480 members 
Entering Unmasked Estep 
Score: -21161982.000000 Penalty: 5936.247559
	Iteration 17Q: 3 clusters Score -2.116198e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
Score: -21162492.000000 Penalty: 5936.247559
	Iteration 18Q: 3 clusters Score -2.116249e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -21163026.000000 Penalty: 5936.247559
	Iteration 19Q: 3 clusters Score -2.116303e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -21163422.000000 Penalty: 5936.247559
	Iteration 20F: 3 clusters Score -2.116342e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -21163866.000000 Penalty: 5936.247559
	Iteration 21Q: 3 clusters Score -2.116387e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -21164208.000000 Penalty: 5936.247559
	Iteration 22Q: 3 clusters Score -2.116421e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -21164628.000000 Penalty: 5936.247559
	Iteration 23Q: 3 clusters Score -2.116463e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -21164944.000000 Penalty: 5936.247559
	Iteration 24Q: 3 clusters Score -2.116494e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -21165072.000000 Penalty: 5936.247559
	Iteration 25Q: 3 clusters Score -2.116507e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -21165242.000000 Penalty: 5936.247559
	Iteration 26Q: 3 clusters Score -2.116524e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -21165376.000000 Penalty: 5936.247559
	Iteration 27Q: 3 clusters Score -2.116538e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -21165392.000000 Penalty: 5936.247559
	Iteration 28Q: 3 clusters Score -2.116539e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -21165474.000000 Penalty: 5936.247559
	Iteration 29Q: 3 clusters Score -2.116547e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -21165520.000000 Penalty: 5936.247559
	Iteration 30Q: 3 clusters Score -2.116552e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -21165538.000000 Penalty: 5936.247559
	Iteration 31Q: 3 clusters Score -2.116554e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -21165562.000000 Penalty: 5936.247559
	Iteration 32Q: 3 clusters Score -2.116556e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -21165554.000000 Penalty: 5936.247559
	Iteration 33Q: 3 clusters Score -2.116555e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -21165560.000000 Penalty: 5936.247559
	Iteration 34Q: 3 clusters Score -2.116556e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -21165568.000000 Penalty: 5936.247559
	Iteration 35Q: 3 clusters Score -2.116557e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -21165548.000000 Penalty: 5936.247559
	Iteration 36Q: 3 clusters Score -2.116555e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -21165560.000000 Penalty: 5936.247559
	Iteration 37Q: 3 clusters Score -2.116556e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -21165588.000000 Penalty: 5936.247559
	Iteration 38Q: 3 clusters Score -2.116559e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -21165580.000000 Penalty: 5936.247559
	Iteration 39Q: 3 clusters Score -2.116558e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -21165602.000000 Penalty: 5936.247559
	Iteration 40F: 3 clusters Score -2.11656e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -21165586.000000 Penalty: 5936.247559
	Iteration 41Q: 3 clusters Score -2.116559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -21165600.000000 Penalty: 5936.247559
	Iteration 42Q: 3 clusters Score -2.11656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
Score: -21165604.000000 Penalty: 5936.247559
	Iteration 43Q: 3 clusters Score -2.11656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -21165592.000000 Penalty: 5936.247559
	Iteration 44Q: 3 clusters Score -2.116559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -21165590.000000 Penalty: 5936.247559
	Iteration 45Q: 3 clusters Score -2.116559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -21165576.000000 Penalty: 5936.247559
	Iteration 46Q: 3 clusters Score -2.116558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -21165584.000000 Penalty: 5936.247559
	Iteration 47Q: 3 clusters Score -2.116558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -21165560.000000 Penalty: 5936.247559
	Iteration 48Q: 3 clusters Score -2.116556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -21165576.000000 Penalty: 5936.247559
	Iteration 49Q: 3 clusters Score -2.116558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -21165570.000000 Penalty: 5936.247559
	Iteration 50Q: 3 clusters Score -2.116557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -21165584.000000 Penalty: 5936.247559
	Iteration 51Q: 3 clusters Score -2.116558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 104589 members 
Entering Unmasked Estep 
Score: -21165590.000000 Penalty: 5936.247559
	Iteration 52Q: 3 clusters Score -2.116559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -21165582.000000 Penalty: 5936.247559
	Iteration 53Q: 3 clusters Score -2.116558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -21165574.000000 Penalty: 5936.247559
	Iteration 54Q: 3 clusters Score -2.116557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -21165586.000000 Penalty: 5936.247559
	Iteration 55Q: 3 clusters Score -2.116559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -21165578.000000 Penalty: 5936.247559
	Iteration 56Q: 3 clusters Score -2.116558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -21165600.000000 Penalty: 5936.247559
	Iteration 57Q: 3 clusters Score -2.11656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -21165606.000000 Penalty: 5936.247559
	Iteration 58Q: 3 clusters Score -2.116561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -21165596.000000 Penalty: 5936.247559
	Iteration 59Q: 3 clusters Score -2.11656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -21165586.000000 Penalty: 5936.247559
	Iteration 60F: 3 clusters Score -2.116559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -21165586.000000 Penalty: 5936.247559
	Iteration 61Q: 3 clusters Score -2.116559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -21165586.000000 Penalty: 5936.247559
	Iteration 62F: 3 clusters Score -2.116559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 53065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48786 members 
Mstep: Class 21 contains 132504 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104602 members 
Entering Unmasked Estep 
Score: -62764088.000000 Penalty: 74571.539062
Splitting cluster 7 changes total score from -62762764.000000 to -62764088.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13935.482422 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13935.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13041.817383 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13041.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13062.442383 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13062.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13078.302734 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -13078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13078.302734 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -13078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -722657.500000 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -722657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -717752.000000 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -717752 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -719011.812500 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -719011.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -719340.125000 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -719340.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -719733.062500 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -719733.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -720225.937500 Penalty: 4277.718262
	Iteration 4F: 3 clusters Score -720225.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -720755.375000 Penalty: 4277.718262
	Iteration 5F: 3 clusters Score -720755.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -721151.125000 Penalty: 4277.718262
	Iteration 6F: 3 clusters Score -721151.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -721462.500000 Penalty: 4277.718262
	Iteration 7F: 3 clusters Score -721462.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -721684.125000 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -721684.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -721814.875000 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -721814.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -721880.500000 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -721880.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -721923.125000 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -721923.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -721960.437500 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -721960.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -721990.125000 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -721990.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -722016.562500 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -722016.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -722035.687500 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -722035.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -722054.187500 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -722054.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -722066.312500 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -722066.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -722075.625000 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -722075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -722084.687500 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -722084.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -722099.187500 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -722099.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -722108.875000 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -722108.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -722121.875000 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -722121.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -722130.750000 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -722130.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -722137.375000 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -722137.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -722140.687500 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -722140.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -722145.687500 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -722145.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -722149.875000 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -722149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -722154.062500 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -722154.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -722158.312500 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -722158.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -722162.000000 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -722162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -722168.812500 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -722168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -722175.250000 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -722175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -722179.375000 Penalty: 4277.718262
	Iteration 33Q: 3 clusters Score -722179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -722183.000000 Penalty: 4277.718262
	Iteration 34Q: 3 clusters Score -722183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -722185.937500 Penalty: 4277.718262
	Iteration 35Q: 3 clusters Score -722185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -722186.687500 Penalty: 4277.718262
	Iteration 36Q: 3 clusters Score -722186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -722187.312500 Penalty: 4277.718262
	Iteration 37Q: 3 clusters Score -722187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -722187.312500 Penalty: 4277.718262
	Iteration 38Q: 3 clusters Score -722187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -722188.750000 Penalty: 4277.718262
	Iteration 39Q: 3 clusters Score -722188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -722192.250000 Penalty: 4277.718262
	Iteration 40F: 3 clusters Score -722192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -722192.375000 Penalty: 4277.718262
	Iteration 41Q: 3 clusters Score -722192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -722192.937500 Penalty: 4277.718262
	Iteration 42Q: 3 clusters Score -722192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -722193.250000 Penalty: 4277.718262
	Iteration 43Q: 3 clusters Score -722193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -722195.375000 Penalty: 4277.718262
	Iteration 44Q: 3 clusters Score -722195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -722198.125000 Penalty: 4277.718262
	Iteration 45Q: 3 clusters Score -722198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -722198.375000 Penalty: 4277.718262
	Iteration 46Q: 3 clusters Score -722198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -722198.750000 Penalty: 4277.718262
	Iteration 47Q: 3 clusters Score -722198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -722201.062500 Penalty: 4277.718262
	Iteration 48Q: 3 clusters Score -722201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -722201.250000 Penalty: 4277.718262
	Iteration 49Q: 3 clusters Score -722201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -722201.625000 Penalty: 4277.718262
	Iteration 50Q: 3 clusters Score -722201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -722202.187500 Penalty: 4277.718262
	Iteration 51Q: 3 clusters Score -722202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -722203.687500 Penalty: 4277.718262
	Iteration 52Q: 3 clusters Score -722203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -722203.687500 Penalty: 4277.718262
	Iteration 53F: 3 clusters Score -722203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Entering Unmasked Estep 
Score: -3454416.500000 Penalty: 2517.537842
	Iteration 0F: 2 clusters Score -3454416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3436627.750000 Penalty: 5035.075684
	Iteration 0F: 3 clusters Score -3436628 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3442900.750000 Penalty: 5035.075684
	Iteration 1F: 3 clusters Score -3442901 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3443404.750000 Penalty: 5035.075684
	Iteration 2F: 3 clusters Score -3443405 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3443885.000000 Penalty: 5035.075684
	Iteration 3Q: 3 clusters Score -3443885 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3444355.750000 Penalty: 5035.075684
	Iteration 4Q: 3 clusters Score -3444356 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3444948.750000 Penalty: 5035.075684
	Iteration 5Q: 3 clusters Score -3444949 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3445657.000000 Penalty: 5035.075684
	Iteration 6F: 3 clusters Score -3445657 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3446541.250000 Penalty: 5035.075684
	Iteration 7F: 3 clusters Score -3446541 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3447524.750000 Penalty: 5035.075684
	Iteration 8F: 3 clusters Score -3447525 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3448546.750000 Penalty: 5035.075684
	Iteration 9F: 3 clusters Score -3448547 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3449528.250000 Penalty: 5035.075684
	Iteration 10Q: 3 clusters Score -3449528 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3450484.250000 Penalty: 5035.075684
	Iteration 11Q: 3 clusters Score -3450484 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3451281.000000 Penalty: 5035.075684
	Iteration 12Q: 3 clusters Score -3451281 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3451778.250000 Penalty: 5035.075684
	Iteration 13Q: 3 clusters Score -3451778 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3452033.250000 Penalty: 5035.075684
	Iteration 14Q: 3 clusters Score -3452033 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3452171.750000 Penalty: 5035.075684
	Iteration 15Q: 3 clusters Score -3452172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3452231.500000 Penalty: 5035.075684
	Iteration 16Q: 3 clusters Score -3452232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3452286.500000 Penalty: 5035.075684
	Iteration 17Q: 3 clusters Score -3452286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3452319.000000 Penalty: 5035.075684
	Iteration 18Q: 3 clusters Score -3452319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3452349.250000 Penalty: 5035.075684
	Iteration 19Q: 3 clusters Score -3452349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3452361.000000 Penalty: 5035.075684
	Iteration 20F: 3 clusters Score -3452361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3452376.750000 Penalty: 5035.075684
	Iteration 21Q: 3 clusters Score -3452377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3452396.000000 Penalty: 5035.075684
	Iteration 22Q: 3 clusters Score -3452396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3452406.500000 Penalty: 5035.075684
	Iteration 23Q: 3 clusters Score -3452406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3452413.750000 Penalty: 5035.075684
	Iteration 24Q: 3 clusters Score -3452414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3452424.500000 Penalty: 5035.075684
	Iteration 25Q: 3 clusters Score -3452424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3452427.000000 Penalty: 5035.075684
	Iteration 26Q: 3 clusters Score -3452427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3452438.750000 Penalty: 5035.075684
	Iteration 27Q: 3 clusters Score -3452439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3452442.750000 Penalty: 5035.075684
	Iteration 28Q: 3 clusters Score -3452443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3452443.500000 Penalty: 5035.075684
	Iteration 29Q: 3 clusters Score -3452444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3452454.750000 Penalty: 5035.075684
	Iteration 30Q: 3 clusters Score -3452455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3452465.750000 Penalty: 5035.075684
	Iteration 31Q: 3 clusters Score -3452466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3452457.250000 Penalty: 5035.075684
	Iteration 32Q: 3 clusters Score -3452457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3452465.500000 Penalty: 5035.075684
	Iteration 33Q: 3 clusters Score -3452466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3452473.750000 Penalty: 5035.075684
	Iteration 34Q: 3 clusters Score -3452474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3452476.000000 Penalty: 5035.075684
	Iteration 35Q: 3 clusters Score -3452476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3452483.250000 Penalty: 5035.075684
	Iteration 36Q: 3 clusters Score -3452483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3452482.250000 Penalty: 5035.075684
	Iteration 37Q: 3 clusters Score -3452482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3452486.250000 Penalty: 5035.075684
	Iteration 38Q: 3 clusters Score -3452486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3452488.000000 Penalty: 5035.075684
	Iteration 39Q: 3 clusters Score -3452488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3452491.750000 Penalty: 5035.075684
	Iteration 40F: 3 clusters Score -3452492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3452495.250000 Penalty: 5035.075684
	Iteration 41Q: 3 clusters Score -3452495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3452492.750000 Penalty: 5035.075684
	Iteration 42Q: 3 clusters Score -3452493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3452493.000000 Penalty: 5035.075684
	Iteration 43Q: 3 clusters Score -3452493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3452490.500000 Penalty: 5035.075684
	Iteration 44Q: 3 clusters Score -3452490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3452490.250000 Penalty: 5035.075684
	Iteration 45Q: 3 clusters Score -3452490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3452499.500000 Penalty: 5035.075684
	Iteration 46Q: 3 clusters Score -3452500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3452496.250000 Penalty: 5035.075684
	Iteration 47Q: 3 clusters Score -3452496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3452499.250000 Penalty: 5035.075684
	Iteration 48Q: 3 clusters Score -3452499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3452493.750000 Penalty: 5035.075684
	Iteration 49Q: 3 clusters Score -3452494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3452494.250000 Penalty: 5035.075684
	Iteration 50Q: 3 clusters Score -3452494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3452491.250000 Penalty: 5035.075684
	Iteration 51Q: 3 clusters Score -3452491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3452493.500000 Penalty: 5035.075684
	Iteration 52Q: 3 clusters Score -3452494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3452489.250000 Penalty: 5035.075684
	Iteration 53Q: 3 clusters Score -3452489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3452491.250000 Penalty: 5035.075684
	Iteration 54Q: 3 clusters Score -3452491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3452496.500000 Penalty: 5035.075684
	Iteration 55Q: 3 clusters Score -3452496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3452491.000000 Penalty: 5035.075684
	Iteration 56Q: 3 clusters Score -3452491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3452491.000000 Penalty: 5035.075684
	Iteration 57F: 3 clusters Score -3452491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Entering Unmasked Estep 
Score: -3036194.000000 Penalty: 2484.292236
	Iteration 0F: 2 clusters Score -3036194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3020495.500000 Penalty: 4968.584473
	Iteration 0F: 3 clusters Score -3020496 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3025848.500000 Penalty: 4968.584473
	Iteration 1F: 3 clusters Score -3025848 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3026236.750000 Penalty: 4968.584473
	Iteration 2F: 3 clusters Score -3026237 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3026551.000000 Penalty: 4968.584473
	Iteration 3Q: 3 clusters Score -3026551 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3026810.000000 Penalty: 4968.584473
	Iteration 4Q: 3 clusters Score -3026810 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3027101.000000 Penalty: 4968.584473
	Iteration 5Q: 3 clusters Score -3027101 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3027455.250000 Penalty: 4968.584473
	Iteration 6Q: 3 clusters Score -3027455 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3027970.500000 Penalty: 4968.584473
	Iteration 7Q: 3 clusters Score -3027970 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3028719.250000 Penalty: 4968.584473
	Iteration 8F: 3 clusters Score -3028719 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3029745.500000 Penalty: 4968.584473
	Iteration 9F: 3 clusters Score -3029746 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3030902.750000 Penalty: 4968.584473
	Iteration 10F: 3 clusters Score -3030903 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3032087.000000 Penalty: 4968.584473
	Iteration 11F: 3 clusters Score -3032087 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3032995.500000 Penalty: 4968.584473
	Iteration 12Q: 3 clusters Score -3032996 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3033571.500000 Penalty: 4968.584473
	Iteration 13Q: 3 clusters Score -3033572 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3033885.250000 Penalty: 4968.584473
	Iteration 14Q: 3 clusters Score -3033885 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3034040.000000 Penalty: 4968.584473
	Iteration 15Q: 3 clusters Score -3034040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3034107.250000 Penalty: 4968.584473
	Iteration 16Q: 3 clusters Score -3034107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3034149.000000 Penalty: 4968.584473
	Iteration 17Q: 3 clusters Score -3034149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3034185.000000 Penalty: 4968.584473
	Iteration 18Q: 3 clusters Score -3034185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3034219.250000 Penalty: 4968.584473
	Iteration 19Q: 3 clusters Score -3034219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3034235.750000 Penalty: 4968.584473
	Iteration 20F: 3 clusters Score -3034236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3034252.250000 Penalty: 4968.584473
	Iteration 21Q: 3 clusters Score -3034252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3034265.500000 Penalty: 4968.584473
	Iteration 22Q: 3 clusters Score -3034266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3034268.000000 Penalty: 4968.584473
	Iteration 23Q: 3 clusters Score -3034268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3034283.000000 Penalty: 4968.584473
	Iteration 24Q: 3 clusters Score -3034283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3034294.000000 Penalty: 4968.584473
	Iteration 25Q: 3 clusters Score -3034294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3034305.750000 Penalty: 4968.584473
	Iteration 26Q: 3 clusters Score -3034306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3034310.750000 Penalty: 4968.584473
	Iteration 27Q: 3 clusters Score -3034311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3034311.250000 Penalty: 4968.584473
	Iteration 28Q: 3 clusters Score -3034311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3034316.250000 Penalty: 4968.584473
	Iteration 29Q: 3 clusters Score -3034316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3034317.500000 Penalty: 4968.584473
	Iteration 30Q: 3 clusters Score -3034318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3034325.250000 Penalty: 4968.584473
	Iteration 31Q: 3 clusters Score -3034325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3034324.250000 Penalty: 4968.584473
	Iteration 32Q: 3 clusters Score -3034324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3034324.250000 Penalty: 4968.584473
	Iteration 33F: 3 clusters Score -3034324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Entering Unmasked Estep 
Score: -3448610.000000 Penalty: 2515.341064
	Iteration 0F: 2 clusters Score -3448610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3431009.000000 Penalty: 5030.682129
	Iteration 0F: 3 clusters Score -3431009 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3437147.500000 Penalty: 5030.682129
	Iteration 1F: 3 clusters Score -3437148 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3437518.250000 Penalty: 5030.682129
	Iteration 2Q: 3 clusters Score -3437518 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3437840.000000 Penalty: 5030.682129
	Iteration 3Q: 3 clusters Score -3437840 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3438149.250000 Penalty: 5030.682129
	Iteration 4Q: 3 clusters Score -3438149 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3438417.250000 Penalty: 5030.682129
	Iteration 5Q: 3 clusters Score -3438417 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3438716.250000 Penalty: 5030.682129
	Iteration 6Q: 3 clusters Score -3438716 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3439120.500000 Penalty: 5030.682129
	Iteration 7Q: 3 clusters Score -3439120 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3439651.250000 Penalty: 5030.682129
	Iteration 8Q: 3 clusters Score -3439651 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3440418.750000 Penalty: 5030.682129
	Iteration 9F: 3 clusters Score -3440419 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3441474.500000 Penalty: 5030.682129
	Iteration 10F: 3 clusters Score -3441474 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3442764.750000 Penalty: 5030.682129
	Iteration 11F: 3 clusters Score -3442765 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3444001.250000 Penalty: 5030.682129
	Iteration 12F: 3 clusters Score -3444001 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3444973.750000 Penalty: 5030.682129
	Iteration 13Q: 3 clusters Score -3444974 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3445598.000000 Penalty: 5030.682129
	Iteration 14Q: 3 clusters Score -3445598 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3445984.000000 Penalty: 5030.682129
	Iteration 15Q: 3 clusters Score -3445984 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3446231.250000 Penalty: 5030.682129
	Iteration 16Q: 3 clusters Score -3446231 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3446366.750000 Penalty: 5030.682129
	Iteration 17Q: 3 clusters Score -3446367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3446451.250000 Penalty: 5030.682129
	Iteration 18Q: 3 clusters Score -3446451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3446503.500000 Penalty: 5030.682129
	Iteration 19Q: 3 clusters Score -3446504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3446538.000000 Penalty: 5030.682129
	Iteration 20F: 3 clusters Score -3446538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3446570.500000 Penalty: 5030.682129
	Iteration 21Q: 3 clusters Score -3446570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3446616.000000 Penalty: 5030.682129
	Iteration 22Q: 3 clusters Score -3446616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3446639.750000 Penalty: 5030.682129
	Iteration 23Q: 3 clusters Score -3446640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3446652.000000 Penalty: 5030.682129
	Iteration 24Q: 3 clusters Score -3446652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3446660.750000 Penalty: 5030.682129
	Iteration 25Q: 3 clusters Score -3446661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3446672.250000 Penalty: 5030.682129
	Iteration 26Q: 3 clusters Score -3446672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3446682.250000 Penalty: 5030.682129
	Iteration 27Q: 3 clusters Score -3446682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3446690.750000 Penalty: 5030.682129
	Iteration 28Q: 3 clusters Score -3446691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3446694.000000 Penalty: 5030.682129
	Iteration 29Q: 3 clusters Score -3446694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3446697.000000 Penalty: 5030.682129
	Iteration 30Q: 3 clusters Score -3446697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3446693.750000 Penalty: 5030.682129
	Iteration 31Q: 3 clusters Score -3446694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3446693.250000 Penalty: 5030.682129
	Iteration 32Q: 3 clusters Score -3446693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3446696.000000 Penalty: 5030.682129
	Iteration 33Q: 3 clusters Score -3446696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3446696.750000 Penalty: 5030.682129
	Iteration 34Q: 3 clusters Score -3446697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3446696.750000 Penalty: 5030.682129
	Iteration 35F: 3 clusters Score -3446697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 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 171 members 
Entering Unmasked Estep 
Score: -33676.777344 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33676.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33847.960938 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33847.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33925.242188 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -33925.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33978.078125 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33978.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33996.949219 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33996.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34018.117188 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -34018.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34034.675781 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -34034.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34056.839844 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -34056.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34084.730469 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -34084.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34104.234375 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -34104.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34144.945312 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -34144.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34231.902344 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -34231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34390.855469 Penalty: 2853.275879
	Iteration 12Q: 3 clusters Score -34390.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34459.750000 Penalty: 2853.275879
	Iteration 13Q: 3 clusters Score -34459.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34512.574219 Penalty: 2853.275879
	Iteration 14Q: 3 clusters Score -34512.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34552.390625 Penalty: 2853.275879
	Iteration 15Q: 3 clusters Score -34552.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34569.152344 Penalty: 2853.275879
	Iteration 16Q: 3 clusters Score -34569.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34575.906250 Penalty: 2853.275879
	Iteration 17Q: 3 clusters Score -34575.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34579.046875 Penalty: 2853.275879
	Iteration 18F: 3 clusters Score -34579.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34585.640625 Penalty: 2853.275879
	Iteration 19Q: 3 clusters Score -34585.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34608.542969 Penalty: 2853.275879
	Iteration 20F: 3 clusters Score -34608.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34653.109375 Penalty: 2853.275879
	Iteration 21Q: 3 clusters Score -34653.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34700.777344 Penalty: 2853.275879
	Iteration 22Q: 3 clusters Score -34700.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34759.945312 Penalty: 2853.275879
	Iteration 23Q: 3 clusters Score -34759.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34831.453125 Penalty: 2853.275879
	Iteration 24Q: 3 clusters Score -34831.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34886.437500 Penalty: 2853.275879
	Iteration 25Q: 3 clusters Score -34886.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34940.371094 Penalty: 2853.275879
	Iteration 26Q: 3 clusters Score -34940.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34998.738281 Penalty: 2853.275879
	Iteration 27Q: 3 clusters Score -34998.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35219.636719 Penalty: 2853.275879
	Iteration 28Q: 3 clusters Score -35219.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35219.636719 Penalty: 2853.275879
	Iteration 29F: 3 clusters Score -35219.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 53065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 148 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48786 members 
Mstep: Class 21 contains 132504 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104602 members 
Mstep: Class 24 contains 167 members 
Entering Unmasked Estep 
Score: -62762616.000000 Penalty: 77813.773438
Splitting cluster 13 changes total score from -62762764.000000 to -62762616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -72954.343750 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -72954.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71410.757812 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -71410.76 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71754.484375 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -71754.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71911.570312 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -71911.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71973.289062 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -71973.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72012.609375 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -72012.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72031.484375 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -72031.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72036.734375 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -72036.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72036.734375 Penalty: 3193.917725
	Iteration 7F: 3 clusters Score -72036.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -84661.914062 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -84661.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82941.906250 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -82941.91 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83199.421875 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -83199.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83307.531250 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -83307.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83353.539062 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -83353.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83401.351562 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -83401.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83450.390625 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -83450.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83495.703125 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -83495.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83563.515625 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -83563.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83683.507812 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -83683.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83938.453125 Penalty: 3270.149902
	Iteration 9F: 3 clusters Score -83938.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84376.492188 Penalty: 3270.149902
	Iteration 10F: 3 clusters Score -84376.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84556.710938 Penalty: 3270.149902
	Iteration 11F: 3 clusters Score -84556.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84614.937500 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -84614.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84635.914062 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -84635.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84641.585938 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -84641.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84648.867188 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -84648.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -84656.546875 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -84656.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84668.507812 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -84668.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84682.078125 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -84682.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84693.437500 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -84693.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -84711.898438 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -84711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -84735.539062 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -84735.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84748.460938 Penalty: 3270.149902
	Iteration 22Q: 3 clusters Score -84748.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84775.125000 Penalty: 3270.149902
	Iteration 23Q: 3 clusters Score -84775.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -84804.023438 Penalty: 3270.149902
	Iteration 24Q: 3 clusters Score -84804.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84811.812500 Penalty: 3270.149902
	Iteration 25Q: 3 clusters Score -84811.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84811.812500 Penalty: 3270.149902
	Iteration 26F: 3 clusters Score -84811.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 53065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 179 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48786 members 
Mstep: Class 21 contains 132504 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104602 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
Score: -62762612.000000 Penalty: 77813.773438
Splitting cluster 15 changes total score from -62762764.000000 to -62762612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Entering Unmasked Estep 
Score: -4571234.000000 Penalty: 2584.008789
	Iteration 0F: 2 clusters Score -4571234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4548239.500000 Penalty: 5168.017578
	Iteration 0F: 3 clusters Score -4548240 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4556533.000000 Penalty: 5168.017578
	Iteration 1F: 3 clusters Score -4556533 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4557008.000000 Penalty: 5168.017578
	Iteration 2Q: 3 clusters Score -4557008 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4557445.500000 Penalty: 5168.017578
	Iteration 3Q: 3 clusters Score -4557446 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4557907.000000 Penalty: 5168.017578
	Iteration 4Q: 3 clusters Score -4557907 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4558415.500000 Penalty: 5168.017578
	Iteration 5Q: 3 clusters Score -4558416 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4559183.000000 Penalty: 5168.017578
	Iteration 6Q: 3 clusters Score -4559183 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4560356.500000 Penalty: 5168.017578
	Iteration 7F: 3 clusters Score -4560356 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4561981.000000 Penalty: 5168.017578
	Iteration 8F: 3 clusters Score -4561981 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4563868.500000 Penalty: 5168.017578
	Iteration 9F: 3 clusters Score -4563868 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4565638.500000 Penalty: 5168.017578
	Iteration 10F: 3 clusters Score -4565638 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4566931.500000 Penalty: 5168.017578
	Iteration 11Q: 3 clusters Score -4566932 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4567746.000000 Penalty: 5168.017578
	Iteration 12Q: 3 clusters Score -4567746 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4568212.000000 Penalty: 5168.017578
	Iteration 13Q: 3 clusters Score -4568212 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4568490.000000 Penalty: 5168.017578
	Iteration 14Q: 3 clusters Score -4568490 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4568658.500000 Penalty: 5168.017578
	Iteration 15Q: 3 clusters Score -4568658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4568745.500000 Penalty: 5168.017578
	Iteration 16Q: 3 clusters Score -4568746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4568820.000000 Penalty: 5168.017578
	Iteration 17Q: 3 clusters Score -4568820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4568880.500000 Penalty: 5168.017578
	Iteration 18Q: 3 clusters Score -4568880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4568921.500000 Penalty: 5168.017578
	Iteration 19Q: 3 clusters Score -4568922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4568950.000000 Penalty: 5168.017578
	Iteration 20F: 3 clusters Score -4568950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4568969.500000 Penalty: 5168.017578
	Iteration 21Q: 3 clusters Score -4568970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4568979.000000 Penalty: 5168.017578
	Iteration 22Q: 3 clusters Score -4568979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4568992.000000 Penalty: 5168.017578
	Iteration 23Q: 3 clusters Score -4568992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4568992.500000 Penalty: 5168.017578
	Iteration 24Q: 3 clusters Score -4568992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4569008.000000 Penalty: 5168.017578
	Iteration 25Q: 3 clusters Score -4569008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4569014.000000 Penalty: 5168.017578
	Iteration 26Q: 3 clusters Score -4569014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4569020.500000 Penalty: 5168.017578
	Iteration 27Q: 3 clusters Score -4569020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4569025.000000 Penalty: 5168.017578
	Iteration 28Q: 3 clusters Score -4569025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4569031.500000 Penalty: 5168.017578
	Iteration 29Q: 3 clusters Score -4569032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4569029.000000 Penalty: 5168.017578
	Iteration 30Q: 3 clusters Score -4569029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4569035.000000 Penalty: 5168.017578
	Iteration 31Q: 3 clusters Score -4569035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4569039.000000 Penalty: 5168.017578
	Iteration 32Q: 3 clusters Score -4569039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4569034.500000 Penalty: 5168.017578
	Iteration 33Q: 3 clusters Score -4569034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4569038.000000 Penalty: 5168.017578
	Iteration 34Q: 3 clusters Score -4569038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4569035.000000 Penalty: 5168.017578
	Iteration 35Q: 3 clusters Score -4569035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4569040.500000 Penalty: 5168.017578
	Iteration 36Q: 3 clusters Score -4569040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4569041.500000 Penalty: 5168.017578
	Iteration 37Q: 3 clusters Score -4569042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4569044.500000 Penalty: 5168.017578
	Iteration 38Q: 3 clusters Score -4569044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4569040.500000 Penalty: 5168.017578
	Iteration 39Q: 3 clusters Score -4569040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4569041.500000 Penalty: 5168.017578
	Iteration 40F: 3 clusters Score -4569042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4569046.500000 Penalty: 5168.017578
	Iteration 41Q: 3 clusters Score -4569046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4569048.500000 Penalty: 5168.017578
	Iteration 42Q: 3 clusters Score -4569048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4569046.500000 Penalty: 5168.017578
	Iteration 43Q: 3 clusters Score -4569046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4569055.500000 Penalty: 5168.017578
	Iteration 44Q: 3 clusters Score -4569056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4569051.000000 Penalty: 5168.017578
	Iteration 45Q: 3 clusters Score -4569051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4569056.500000 Penalty: 5168.017578
	Iteration 46Q: 3 clusters Score -4569056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4569054.500000 Penalty: 5168.017578
	Iteration 47Q: 3 clusters Score -4569054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4569054.500000 Penalty: 5168.017578
	Iteration 48F: 3 clusters Score -4569054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -48566.347656 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -48566.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47202.527344 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -47202.53 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47792.933594 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -47792.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47979.843750 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -47979.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48168.433594 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -48168.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48244.078125 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -48244.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48318.785156 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -48318.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48371.734375 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -48371.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48420.683594 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -48420.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48492.234375 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -48492.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48528.414062 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -48528.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48541.968750 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -48541.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48566.847656 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -48566.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48591.531250 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -48591.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48606.945312 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -48606.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48606.945312 Penalty: 3079.460693
	Iteration 14F: 3 clusters Score -48606.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 53065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48786 members 
Mstep: Class 21 contains 132504 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104602 members 
Mstep: Class 24 contains 185 members 
Entering Unmasked Estep 
Score: -62762444.000000 Penalty: 77813.773438
Splitting cluster 17 changes total score from -62762764.000000 to -62762444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -451700.843750 Penalty: 2025.643921
	Iteration 0F: 2 clusters Score -451700.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -448123.156250 Penalty: 4051.287842
	Iteration 0F: 3 clusters Score -448123.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -448967.281250 Penalty: 4051.287842
	Iteration 1F: 3 clusters Score -448967.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -449208.062500 Penalty: 4051.287842
	Iteration 2F: 3 clusters Score -449208.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -449361.187500 Penalty: 4051.287842
	Iteration 3F: 3 clusters Score -449361.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -449498.781250 Penalty: 4051.287842
	Iteration 4Q: 3 clusters Score -449498.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -449632.187500 Penalty: 4051.287842
	Iteration 5Q: 3 clusters Score -449632.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -449765.468750 Penalty: 4051.287842
	Iteration 6Q: 3 clusters Score -449765.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -449868.250000 Penalty: 4051.287842
	Iteration 7Q: 3 clusters Score -449868.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -449947.343750 Penalty: 4051.287842
	Iteration 8Q: 3 clusters Score -449947.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -450004.500000 Penalty: 4051.287842
	Iteration 9Q: 3 clusters Score -450004.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -450057.343750 Penalty: 4051.287842
	Iteration 10Q: 3 clusters Score -450057.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -450107.375000 Penalty: 4051.287842
	Iteration 11Q: 3 clusters Score -450107.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -450135.406250 Penalty: 4051.287842
	Iteration 12Q: 3 clusters Score -450135.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -450154.562500 Penalty: 4051.287842
	Iteration 13Q: 3 clusters Score -450154.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -450175.562500 Penalty: 4051.287842
	Iteration 14Q: 3 clusters Score -450175.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -450197.218750 Penalty: 4051.287842
	Iteration 15Q: 3 clusters Score -450197.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -450208.531250 Penalty: 4051.287842
	Iteration 16Q: 3 clusters Score -450208.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -450228.343750 Penalty: 4051.287842
	Iteration 17Q: 3 clusters Score -450228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -450241.031250 Penalty: 4051.287842
	Iteration 18Q: 3 clusters Score -450241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -450249.593750 Penalty: 4051.287842
	Iteration 19Q: 3 clusters Score -450249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -450259.750000 Penalty: 4051.287842
	Iteration 20F: 3 clusters Score -450259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -450269.843750 Penalty: 4051.287842
	Iteration 21Q: 3 clusters Score -450269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -450277.218750 Penalty: 4051.287842
	Iteration 22Q: 3 clusters Score -450277.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -450285.875000 Penalty: 4051.287842
	Iteration 23Q: 3 clusters Score -450285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -450294.343750 Penalty: 4051.287842
	Iteration 24Q: 3 clusters Score -450294.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -450301.093750 Penalty: 4051.287842
	Iteration 25Q: 3 clusters Score -450301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -450306.656250 Penalty: 4051.287842
	Iteration 26Q: 3 clusters Score -450306.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -450310.031250 Penalty: 4051.287842
	Iteration 27Q: 3 clusters Score -450310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -450316.062500 Penalty: 4051.287842
	Iteration 28Q: 3 clusters Score -450316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -450320.218750 Penalty: 4051.287842
	Iteration 29Q: 3 clusters Score -450320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -450323.312500 Penalty: 4051.287842
	Iteration 30Q: 3 clusters Score -450323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -450325.218750 Penalty: 4051.287842
	Iteration 31Q: 3 clusters Score -450325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -450326.156250 Penalty: 4051.287842
	Iteration 32Q: 3 clusters Score -450326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -450326.781250 Penalty: 4051.287842
	Iteration 33Q: 3 clusters Score -450326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -450326.781250 Penalty: 4051.287842
	Iteration 34F: 3 clusters Score -450326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -20613.597656 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -20613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19515.414062 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -19515.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19761.441406 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -19761.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19906.148438 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -19906.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19954.617188 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -19954.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20009.001953 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -20009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20110.894531 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -20110.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20198.613281 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -20198.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20261.300781 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -20261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20280.101562 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -20280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20280.101562 Penalty: 2748.466797
	Iteration 9F: 3 clusters Score -20280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Entering Unmasked Estep 
Score: -6396217.500000 Penalty: 2677.209229
	Iteration 0F: 2 clusters Score -6396218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -6363294.500000 Penalty: 5354.418457
	Iteration 0F: 3 clusters Score -6363294 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6375639.000000 Penalty: 5354.418457
	Iteration 1F: 3 clusters Score -6375639 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6376183.000000 Penalty: 5354.418457
	Iteration 2Q: 3 clusters Score -6376183 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6376670.000000 Penalty: 5354.418457
	Iteration 3Q: 3 clusters Score -6376670 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -6377205.000000 Penalty: 5354.418457
	Iteration 4Q: 3 clusters Score -6377205 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6377809.000000 Penalty: 5354.418457
	Iteration 5Q: 3 clusters Score -6377809 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6378653.000000 Penalty: 5354.418457
	Iteration 6Q: 3 clusters Score -6378653 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -6379825.500000 Penalty: 5354.418457
	Iteration 7Q: 3 clusters Score -6379826 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6381467.000000 Penalty: 5354.418457
	Iteration 8F: 3 clusters Score -6381467 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6383523.500000 Penalty: 5354.418457
	Iteration 9F: 3 clusters Score -6383524 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6385946.000000 Penalty: 5354.418457
	Iteration 10F: 3 clusters Score -6385946 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6388527.000000 Penalty: 5354.418457
	Iteration 11F: 3 clusters Score -6388527 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -6390718.500000 Penalty: 5354.418457
	Iteration 12Q: 3 clusters Score -6390718 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6392245.500000 Penalty: 5354.418457
	Iteration 13Q: 3 clusters Score -6392246 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6393037.500000 Penalty: 5354.418457
	Iteration 14Q: 3 clusters Score -6393038 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6393393.500000 Penalty: 5354.418457
	Iteration 15Q: 3 clusters Score -6393394 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6393595.500000 Penalty: 5354.418457
	Iteration 16Q: 3 clusters Score -6393596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6393717.500000 Penalty: 5354.418457
	Iteration 17Q: 3 clusters Score -6393718 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6393803.500000 Penalty: 5354.418457
	Iteration 18Q: 3 clusters Score -6393804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6393866.500000 Penalty: 5354.418457
	Iteration 19Q: 3 clusters Score -6393866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6393900.500000 Penalty: 5354.418457
	Iteration 20F: 3 clusters Score -6393900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6393928.500000 Penalty: 5354.418457
	Iteration 21Q: 3 clusters Score -6393928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6393950.500000 Penalty: 5354.418457
	Iteration 22Q: 3 clusters Score -6393950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6393968.000000 Penalty: 5354.418457
	Iteration 23Q: 3 clusters Score -6393968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6393978.000000 Penalty: 5354.418457
	Iteration 24Q: 3 clusters Score -6393978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6393993.000000 Penalty: 5354.418457
	Iteration 25Q: 3 clusters Score -6393993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6394011.500000 Penalty: 5354.418457
	Iteration 26Q: 3 clusters Score -6394012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6394026.000000 Penalty: 5354.418457
	Iteration 27Q: 3 clusters Score -6394026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6394023.500000 Penalty: 5354.418457
	Iteration 28Q: 3 clusters Score -6394024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6394013.500000 Penalty: 5354.418457
	Iteration 29Q: 3 clusters Score -6394014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6394025.000000 Penalty: 5354.418457
	Iteration 30Q: 3 clusters Score -6394025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6394023.500000 Penalty: 5354.418457
	Iteration 31Q: 3 clusters Score -6394024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6394023.500000 Penalty: 5354.418457
	Iteration 32F: 3 clusters Score -6394024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (132504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Entering Unmasked Estep 
Score: -17734604.000000 Penalty: 2925.003174
	Iteration 0F: 2 clusters Score -1.77346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -17657830.000000 Penalty: 5850.006348
	Iteration 0F: 3 clusters Score -1.765783e+07 nChanged 63180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -17694838.000000 Penalty: 5850.006348
	Iteration 1F: 3 clusters Score -1.769484e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -17696228.000000 Penalty: 5850.006348
	Iteration 2Q: 3 clusters Score -1.769623e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -17698432.000000 Penalty: 5850.006348
	Iteration 3Q: 3 clusters Score -1.769843e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -17702354.000000 Penalty: 5850.006348
	Iteration 4F: 3 clusters Score -1.770235e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -17709154.000000 Penalty: 5850.006348
	Iteration 5F: 3 clusters Score -1.770915e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -17718970.000000 Penalty: 5850.006348
	Iteration 6F: 3 clusters Score -1.771897e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -17726316.000000 Penalty: 5850.006348
	Iteration 7F: 3 clusters Score -1.772632e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -17729806.000000 Penalty: 5850.006348
	Iteration 8F: 3 clusters Score -1.772981e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -17731156.000000 Penalty: 5850.006348
	Iteration 9Q: 3 clusters Score -1.773116e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 131739 members 
Entering Unmasked Estep 
Score: -17731726.000000 Penalty: 5850.006348
	Iteration 10Q: 3 clusters Score -1.773173e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -17731878.000000 Penalty: 5850.006348
	Iteration 11Q: 3 clusters Score -1.773188e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
Score: -17732044.000000 Penalty: 5850.006348
	Iteration 12Q: 3 clusters Score -1.773204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 132141 members 
Entering Unmasked Estep 
Score: -17732122.000000 Penalty: 5850.006348
	Iteration 13Q: 3 clusters Score -1.773212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 132143 members 
Entering Unmasked Estep 
Score: -17732170.000000 Penalty: 5850.006348
	Iteration 14Q: 3 clusters Score -1.773217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -17732204.000000 Penalty: 5850.006348
	Iteration 15Q: 3 clusters Score -1.77322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132160 members 
Entering Unmasked Estep 
Score: -17732224.000000 Penalty: 5850.006348
	Iteration 16Q: 3 clusters Score -1.773222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 132159 members 
Entering Unmasked Estep 
Score: -17732244.000000 Penalty: 5850.006348
	Iteration 17Q: 3 clusters Score -1.773224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -17732254.000000 Penalty: 5850.006348
	Iteration 18Q: 3 clusters Score -1.773225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -17732292.000000 Penalty: 5850.006348
	Iteration 19Q: 3 clusters Score -1.773229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
Score: -17732286.000000 Penalty: 5850.006348
	Iteration 20F: 3 clusters Score -1.773229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -17732296.000000 Penalty: 5850.006348
	Iteration 21Q: 3 clusters Score -1.77323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -17732290.000000 Penalty: 5850.006348
	Iteration 22Q: 3 clusters Score -1.773229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -17732300.000000 Penalty: 5850.006348
	Iteration 23Q: 3 clusters Score -1.77323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 132167 members 
Entering Unmasked Estep 
Score: -17732300.000000 Penalty: 5850.006348
	Iteration 24Q: 3 clusters Score -1.77323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 132167 members 
Entering Unmasked Estep 
Score: -17732300.000000 Penalty: 5850.006348
	Iteration 25F: 3 clusters Score -1.77323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45173.078125 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45173.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45436.925781 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45436.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45560.914062 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45560.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45606.808594 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -45606.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45637.394531 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45637.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45667.769531 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -45667.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45739.121094 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -45739.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45868.796875 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -45868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45973.988281 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -45973.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46002.031250 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -46002.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46008.644531 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -46008.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46019.644531 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -46019.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46026.300781 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -46026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46028.976562 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -46028.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46036.390625 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -46036.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46054.445312 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -46054.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46088.527344 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -46088.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46109.144531 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -46109.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46118.648438 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -46118.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46135.925781 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -46135.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46150.890625 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -46150.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46154.113281 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -46154.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46157.582031 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -46157.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46169.082031 Penalty: 2997.145996
	Iteration 23Q: 3 clusters Score -46169.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46175.429688 Penalty: 2997.145996
	Iteration 24Q: 3 clusters Score -46175.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46175.429688 Penalty: 2997.145996
	Iteration 25F: 3 clusters Score -46175.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 53065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 22411 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 48786 members 
Mstep: Class 21 contains 132504 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770712.000000 Penalty: 74571.539062
Iteration 239Q: 24 clusters Score -6.277071e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 7597 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 61337 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 25754 members 
Mstep: Class 11 contains 22164 members 
Mstep: Class 12 contains 24835 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 32995 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49310 members 
Mstep: Class 21 contains 128222 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 101327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2355.791992 but Gain 3242.242188
Score: -62775808.000000 Penalty: 71329.296875
Iteration 240F: 23 clusters Score -6.277581e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 65758 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 25916 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 12 contains 24291 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 32462 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49492 members 
Mstep: Class 21 contains 126955 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 101103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778468.000000 Penalty: 71329.296875
Iteration 241Q: 23 clusters Score -6.277847e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 69341 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 25976 members 
Mstep: Class 11 contains 21842 members 
Mstep: Class 12 contains 23796 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 32047 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 49801 members 
Mstep: Class 21 contains 124719 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 100571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779768.000000 Penalty: 71329.296875
Iteration 242Q: 23 clusters Score -6.277977e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 72427 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 26057 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 23340 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31717 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50119 members 
Mstep: Class 21 contains 122742 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 100013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781116.000000 Penalty: 71329.296875
Iteration 243Q: 23 clusters Score -6.278112e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 75331 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 26113 members 
Mstep: Class 11 contains 21707 members 
Mstep: Class 12 contains 22923 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31407 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50473 members 
Mstep: Class 21 contains 120825 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 99475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781984.000000 Penalty: 71329.296875
Iteration 244Q: 23 clusters Score -6.278198e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 7170 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 78110 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5817 members 
Mstep: Class 10 contains 26188 members 
Mstep: Class 11 contains 21662 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 31094 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 50820 members 
Mstep: Class 21 contains 119128 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 98819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782520.000000 Penalty: 71329.296875
Iteration 245Q: 23 clusters Score -6.278252e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 7125 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 80588 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 26218 members 
Mstep: Class 11 contains 21609 members 
Mstep: Class 12 contains 22137 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51180 members 
Mstep: Class 21 contains 117714 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 98121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782780.000000 Penalty: 71329.296875
Iteration 246Q: 23 clusters Score -6.278278e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 7077 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 82855 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 26232 members 
Mstep: Class 11 contains 21557 members 
Mstep: Class 12 contains 21792 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30619 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51521 members 
Mstep: Class 21 contains 116503 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782984.000000 Penalty: 71329.296875
Iteration 247Q: 23 clusters Score -6.278298e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 7040 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 84840 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 26263 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 21455 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30424 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51919 members 
Mstep: Class 21 contains 115535 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783216.000000 Penalty: 71329.296875
Iteration 248Q: 23 clusters Score -6.278322e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 86761 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 11 contains 21483 members 
Mstep: Class 12 contains 21152 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30257 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 114806 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783632.000000 Penalty: 71329.296875
Iteration 249Q: 23 clusters Score -6.278363e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 6968 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 88570 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 26267 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 12 contains 20896 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 30112 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3711 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52618 members 
Mstep: Class 21 contains 114237 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783576.000000 Penalty: 71329.296875
Iteration 250Q: 23 clusters Score -6.278358e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 6939 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 90394 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5716 members 
Mstep: Class 10 contains 26232 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 12 contains 20672 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29977 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52880 members 
Mstep: Class 21 contains 113788 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 93156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783936.000000 Penalty: 71329.296875
Iteration 251Q: 23 clusters Score -6.278394e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 92254 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 26194 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 20510 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29836 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53120 members 
Mstep: Class 21 contains 113454 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 91767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784048.000000 Penalty: 71329.296875
Iteration 252Q: 23 clusters Score -6.278405e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 26145 members 
Mstep: Class 11 contains 21369 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29708 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53298 members 
Mstep: Class 21 contains 113146 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 90341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784224.000000 Penalty: 71329.296875
Iteration 253Q: 23 clusters Score -6.278422e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 96129 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 21348 members 
Mstep: Class 12 contains 20224 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29596 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53468 members 
Mstep: Class 21 contains 112865 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 88820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784352.000000 Penalty: 71329.296875
Iteration 254Q: 23 clusters Score -6.278435e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 98123 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 25989 members 
Mstep: Class 11 contains 21338 members 
Mstep: Class 12 contains 20059 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29503 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53610 members 
Mstep: Class 21 contains 112639 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 87241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784708.000000 Penalty: 71329.296875
Iteration 255Q: 23 clusters Score -6.278471e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 100235 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 25917 members 
Mstep: Class 11 contains 21324 members 
Mstep: Class 12 contains 19909 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29399 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53725 members 
Mstep: Class 21 contains 112048 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 85924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62785452.000000 Penalty: 71329.296875
Iteration 256Q: 23 clusters Score -6.278545e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 102257 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 25866 members 
Mstep: Class 11 contains 21295 members 
Mstep: Class 12 contains 19750 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29269 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53824 members 
Mstep: Class 21 contains 110951 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 85261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62785952.000000 Penalty: 71329.296875
Iteration 257Q: 23 clusters Score -6.278595e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 104254 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 25784 members 
Mstep: Class 11 contains 21271 members 
Mstep: Class 12 contains 19609 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29171 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53880 members 
Mstep: Class 21 contains 109941 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 84557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62786488.000000 Penalty: 71329.296875
Iteration 258Q: 23 clusters Score -6.278649e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 106150 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 25711 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 19474 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29070 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4036 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53963 members 
Mstep: Class 21 contains 108857 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 84028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787276.000000 Penalty: 71329.296875
Iteration 259Q: 23 clusters Score -6.278728e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 107927 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 25606 members 
Mstep: Class 11 contains 21201 members 
Mstep: Class 12 contains 19366 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28978 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54015 members 
Mstep: Class 21 contains 107687 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 83732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787736.000000 Penalty: 71329.296875
Iteration 260F: 23 clusters Score -6.278774e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 109715 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 25511 members 
Mstep: Class 11 contains 21157 members 
Mstep: Class 12 contains 19269 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28887 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54094 members 
Mstep: Class 21 contains 106384 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 83522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788288.000000 Penalty: 71329.296875
Iteration 261Q: 23 clusters Score -6.278829e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 111428 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 25424 members 
Mstep: Class 11 contains 21121 members 
Mstep: Class 12 contains 19155 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28806 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54131 members 
Mstep: Class 21 contains 105176 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 83318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788972.000000 Penalty: 71329.296875
Iteration 262Q: 23 clusters Score -6.278897e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 6588 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 113180 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 25317 members 
Mstep: Class 11 contains 21063 members 
Mstep: Class 12 contains 19034 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28718 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 103639 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 83461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790028.000000 Penalty: 71329.296875
Iteration 263Q: 23 clusters Score -6.279003e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 114829 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 25209 members 
Mstep: Class 11 contains 21009 members 
Mstep: Class 12 contains 18872 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28619 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54227 members 
Mstep: Class 21 contains 101780 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 84063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790940.000000 Penalty: 71329.296875
Iteration 264Q: 23 clusters Score -6.279094e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 116235 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 25099 members 
Mstep: Class 11 contains 20960 members 
Mstep: Class 12 contains 18695 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28527 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54255 members 
Mstep: Class 21 contains 99893 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 84984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791576.000000 Penalty: 71329.296875
Iteration 265Q: 23 clusters Score -6.279158e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 117394 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 24968 members 
Mstep: Class 11 contains 20906 members 
Mstep: Class 12 contains 18512 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28427 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54306 members 
Mstep: Class 21 contains 97843 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 86311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791832.000000 Penalty: 71329.296875
Iteration 266Q: 23 clusters Score -6.279183e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 118346 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 24831 members 
Mstep: Class 11 contains 20855 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28334 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54363 members 
Mstep: Class 21 contains 95634 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 88039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791972.000000 Penalty: 71329.296875
Iteration 267Q: 23 clusters Score -6.279197e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 119169 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 24731 members 
Mstep: Class 11 contains 20815 members 
Mstep: Class 12 contains 18143 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28231 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54431 members 
Mstep: Class 21 contains 92982 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 90270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791900.000000 Penalty: 71329.296875
Iteration 268Q: 23 clusters Score -6.27919e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 119857 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 24684 members 
Mstep: Class 11 contains 20777 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28104 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4210 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54554 members 
Mstep: Class 21 contains 89727 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 93135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791552.000000 Penalty: 71329.296875
Iteration 269Q: 23 clusters Score -6.279155e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 120532 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5714 members 
Mstep: Class 10 contains 24687 members 
Mstep: Class 11 contains 20734 members 
Mstep: Class 12 contains 17824 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28003 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4225 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54705 members 
Mstep: Class 21 contains 85623 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791824.000000 Penalty: 71329.296875
Iteration 270Q: 23 clusters Score -6.279182e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 121341 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 24721 members 
Mstep: Class 11 contains 20689 members 
Mstep: Class 12 contains 17684 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 27910 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54830 members 
Mstep: Class 21 contains 80611 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 101115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791948.000000 Penalty: 71329.296875
Iteration 271Q: 23 clusters Score -6.279195e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 123725 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 24728 members 
Mstep: Class 11 contains 20673 members 
Mstep: Class 12 contains 17604 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 27869 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54634 members 
Mstep: Class 21 contains 74549 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 105125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790420.000000 Penalty: 71329.296875
Iteration 272Q: 23 clusters Score -6.279042e+07 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 6176 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 127708 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 24718 members 
Mstep: Class 11 contains 20682 members 
Mstep: Class 12 contains 17544 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 54235 members 
Mstep: Class 21 contains 67018 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 109189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787236.000000 Penalty: 71329.296875
Iteration 273Q: 23 clusters Score -6.278724e+07 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 6174 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 131191 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 24802 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 17521 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 27852 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53723 members 
Mstep: Class 21 contains 59693 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 113471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780060.000000 Penalty: 71329.296875
Iteration 274Q: 23 clusters Score -6.278006e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2983 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 131573 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 25006 members 
Mstep: Class 11 contains 20779 members 
Mstep: Class 12 contains 17616 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28027 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 53144 members 
Mstep: Class 21 contains 54975 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 117802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774700.000000 Penalty: 71329.296875
Iteration 275Q: 23 clusters Score -6.27747e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 130181 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 25213 members 
Mstep: Class 11 contains 20851 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28273 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 52503 members 
Mstep: Class 21 contains 52307 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 121769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771496.000000 Penalty: 71329.296875
Iteration 276Q: 23 clusters Score -6.27715e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 127933 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 25386 members 
Mstep: Class 11 contains 20943 members 
Mstep: Class 12 contains 18037 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28550 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51961 members 
Mstep: Class 21 contains 50845 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 125162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770244.000000 Penalty: 71329.296875
Iteration 277Q: 23 clusters Score -6.277024e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 125589 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 25463 members 
Mstep: Class 11 contains 21003 members 
Mstep: Class 12 contains 18300 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 28803 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51481 members 
Mstep: Class 21 contains 49996 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 128146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770268.000000 Penalty: 71329.296875
Iteration 278Q: 23 clusters Score -6.277027e+07 nChanged 4317
Entering ConstructFrom: 
Score: -62770268.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 2 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -379052.781250 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -379052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -375807.812500 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -375807.8 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -376476.406250 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -376476.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376617.593750 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -376617.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -376714.281250 Penalty: 3974.782227
	Iteration 3Q: 3 clusters Score -376714.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376795.843750 Penalty: 3974.782227
	Iteration 4Q: 3 clusters Score -376795.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -376852.468750 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -376852.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -376893.562500 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -376893.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -376930.312500 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -376930.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -376960.406250 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -376960.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -376989.031250 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -376989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -377015.687500 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -377015.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -377047.562500 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -377047.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -377068.437500 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -377068.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -377092.875000 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -377092.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -377114.843750 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -377114.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -377139.687500 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -377139.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -377173.750000 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -377173.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -377196.937500 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -377196.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -377213.093750 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -377213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -377232.531250 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -377232.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -377251.687500 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -377251.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -377271.500000 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -377271.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -377285.968750 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -377286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -377299.468750 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -377299.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -377313.968750 Penalty: 3974.782227
	Iteration 24Q: 3 clusters Score -377314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -377325.250000 Penalty: 3974.782227
	Iteration 25Q: 3 clusters Score -377325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -377336.281250 Penalty: 3974.782227
	Iteration 26Q: 3 clusters Score -377336.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -377351.593750 Penalty: 3974.782227
	Iteration 27Q: 3 clusters Score -377351.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -377362.375000 Penalty: 3974.782227
	Iteration 28Q: 3 clusters Score -377362.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -377373.562500 Penalty: 3974.782227
	Iteration 29Q: 3 clusters Score -377373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -377381.906250 Penalty: 3974.782227
	Iteration 30Q: 3 clusters Score -377381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -377390.781250 Penalty: 3974.782227
	Iteration 31Q: 3 clusters Score -377390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -377399.437500 Penalty: 3974.782227
	Iteration 32Q: 3 clusters Score -377399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -377408.843750 Penalty: 3974.782227
	Iteration 33Q: 3 clusters Score -377408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -377418.968750 Penalty: 3974.782227
	Iteration 34Q: 3 clusters Score -377419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -377425.531250 Penalty: 3974.782227
	Iteration 35Q: 3 clusters Score -377425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -377429.625000 Penalty: 3974.782227
	Iteration 36Q: 3 clusters Score -377429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -377436.000000 Penalty: 3974.782227
	Iteration 37Q: 3 clusters Score -377436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -377439.750000 Penalty: 3974.782227
	Iteration 38Q: 3 clusters Score -377439.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -377451.625000 Penalty: 3974.782227
	Iteration 39Q: 3 clusters Score -377451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -377463.375000 Penalty: 3974.782227
	Iteration 40F: 3 clusters Score -377463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -377474.750000 Penalty: 3974.782227
	Iteration 41Q: 3 clusters Score -377474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -377480.531250 Penalty: 3974.782227
	Iteration 42Q: 3 clusters Score -377480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -377491.093750 Penalty: 3974.782227
	Iteration 43Q: 3 clusters Score -377491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -377499.406250 Penalty: 3974.782227
	Iteration 44Q: 3 clusters Score -377499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -377503.250000 Penalty: 3974.782227
	Iteration 45Q: 3 clusters Score -377503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -377507.937500 Penalty: 3974.782227
	Iteration 46Q: 3 clusters Score -377507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -377511.812500 Penalty: 3974.782227
	Iteration 47Q: 3 clusters Score -377511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -377511.812500 Penalty: 3974.782227
	Iteration 48F: 3 clusters Score -377511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -67371.273438 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -67371.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65766.937500 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -65766.94 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66131.523438 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -66131.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66360.335938 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -66360.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66535.492188 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -66535.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66682.875000 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -66682.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66846.023438 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -66846.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66905.960938 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -66905.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66975.289062 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -66975.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67027.328125 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -67027.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67068.976562 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -67068.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67122.359375 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -67122.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67206.992188 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -67206.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67265.273438 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -67265.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67320.343750 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -67320.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67424.687500 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -67424.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67546.007812 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -67546.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67619.671875 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -67619.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67633.296875 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -67633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67639.601562 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -67639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67644.460938 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -67644.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67644.460938 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -67644.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 123513 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51115 members 
Mstep: Class 21 contains 49471 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 130526 members 
Entering Unmasked Estep 
Score: -62768548.000000 Penalty: 74571.539062
Splitting cluster 3 changes total score from -62770268.000000 to -62768548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -194844.078125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -194844.1 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 738 members 
Entering Unmasked Estep 
Score: -192584.343750 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -192584.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192957.687500 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -192957.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -193061.609375 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -193061.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -193126.406250 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -193126.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193171.218750 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -193171.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -193219.359375 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -193219.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -193251.234375 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -193251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -193280.218750 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -193280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -193295.218750 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -193295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193307.312500 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -193307.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -193321.593750 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -193321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -193337.546875 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -193337.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193358.984375 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -193359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -193385.015625 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -193385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -193418.750000 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -193418.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -193474.031250 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -193474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -193541.484375 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -193541.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -193638.515625 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -193638.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -193764.359375 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -193764.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -193914.437500 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -193914.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194006.765625 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -194006.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -194072.921875 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -194072.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -194141.625000 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -194141.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -194204.953125 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -194205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -194264.156250 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -194264.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -194294.078125 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -194294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -194308.296875 Penalty: 3622.706055
	Iteration 26Q: 3 clusters Score -194308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -194313.921875 Penalty: 3622.706055
	Iteration 27Q: 3 clusters Score -194313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -194319.046875 Penalty: 3622.706055
	Iteration 28Q: 3 clusters Score -194319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -194319.046875 Penalty: 3622.706055
	Iteration 29F: 3 clusters Score -194319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -868891.625000 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -868891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -863489.625000 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -863489.6 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -864859.125000 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -864859.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -865106.000000 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -865106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -865346.687500 Penalty: 4349.675781
	Iteration 3F: 3 clusters Score -865346.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -865569.750000 Penalty: 4349.675781
	Iteration 4Q: 3 clusters Score -865569.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -865742.500000 Penalty: 4349.675781
	Iteration 5Q: 3 clusters Score -865742.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -865910.875000 Penalty: 4349.675781
	Iteration 6Q: 3 clusters Score -865910.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -866102.750000 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -866102.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -866289.812500 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -866289.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -866464.937500 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -866464.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -866594.125000 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -866594.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -866709.437500 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -866709.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -866816.250000 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -866816.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -866920.000000 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -866920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -866989.125000 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -866989.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -867053.125000 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -867053.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -867115.562500 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -867115.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -867178.875000 Penalty: 4349.675781
	Iteration 17Q: 3 clusters Score -867178.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -867244.687500 Penalty: 4349.675781
	Iteration 18Q: 3 clusters Score -867244.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -867320.687500 Penalty: 4349.675781
	Iteration 19Q: 3 clusters Score -867320.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -867379.312500 Penalty: 4349.675781
	Iteration 20F: 3 clusters Score -867379.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -867427.687500 Penalty: 4349.675781
	Iteration 21Q: 3 clusters Score -867427.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -867470.437500 Penalty: 4349.675781
	Iteration 22Q: 3 clusters Score -867470.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -867508.125000 Penalty: 4349.675781
	Iteration 23Q: 3 clusters Score -867508.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -867541.500000 Penalty: 4349.675781
	Iteration 24Q: 3 clusters Score -867541.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -867568.687500 Penalty: 4349.675781
	Iteration 25Q: 3 clusters Score -867568.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -867585.000000 Penalty: 4349.675781
	Iteration 26Q: 3 clusters Score -867585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -867599.250000 Penalty: 4349.675781
	Iteration 27Q: 3 clusters Score -867599.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -867611.812500 Penalty: 4349.675781
	Iteration 28Q: 3 clusters Score -867611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -867620.375000 Penalty: 4349.675781
	Iteration 29Q: 3 clusters Score -867620.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -867632.250000 Penalty: 4349.675781
	Iteration 30Q: 3 clusters Score -867632.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -867634.375000 Penalty: 4349.675781
	Iteration 31Q: 3 clusters Score -867634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -867640.500000 Penalty: 4349.675781
	Iteration 32Q: 3 clusters Score -867640.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -867643.375000 Penalty: 4349.675781
	Iteration 33Q: 3 clusters Score -867643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -867645.000000 Penalty: 4349.675781
	Iteration 34Q: 3 clusters Score -867645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -867646.750000 Penalty: 4349.675781
	Iteration 35Q: 3 clusters Score -867646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -867644.687500 Penalty: 4349.675781
	Iteration 36Q: 3 clusters Score -867644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -867648.312500 Penalty: 4349.675781
	Iteration 37Q: 3 clusters Score -867648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -867648.500000 Penalty: 4349.675781
	Iteration 38Q: 3 clusters Score -867648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -867648.500000 Penalty: 4349.675781
	Iteration 39F: 3 clusters Score -867648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -405280.343750 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -405280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401988.843750 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -401988.8 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -402680.218750 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -402680.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -402872.562500 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -402872.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -403045.156250 Penalty: 3981.142578
	Iteration 3F: 3 clusters Score -403045.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -403186.375000 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -403186.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -403351.062500 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -403351.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -403541.593750 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -403541.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -403779.968750 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -403780 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -404095.812500 Penalty: 3981.142578
	Iteration 8F: 3 clusters Score -404095.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -404483.625000 Penalty: 3981.142578
	Iteration 9F: 3 clusters Score -404483.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -404796.750000 Penalty: 3981.142578
	Iteration 10F: 3 clusters Score -404796.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -404928.312500 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -404928.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -404984.812500 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -404984.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -405009.937500 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -405009.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405021.062500 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -405021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -405031.718750 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -405031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -405042.468750 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -405042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -405048.875000 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -405048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -405053.843750 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -405053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -405057.156250 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -405057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -405059.281250 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -405059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -405061.593750 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -405061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -405065.875000 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -405065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -405068.562500 Penalty: 3981.142578
	Iteration 23Q: 3 clusters Score -405068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -405070.093750 Penalty: 3981.142578
	Iteration 24Q: 3 clusters Score -405070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -405071.093750 Penalty: 3981.142578
	Iteration 25Q: 3 clusters Score -405071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -405074.437500 Penalty: 3981.142578
	Iteration 26Q: 3 clusters Score -405074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -405078.281250 Penalty: 3981.142578
	Iteration 27Q: 3 clusters Score -405078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -405079.906250 Penalty: 3981.142578
	Iteration 28Q: 3 clusters Score -405079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -405081.218750 Penalty: 3981.142578
	Iteration 29Q: 3 clusters Score -405081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -405082.062500 Penalty: 3981.142578
	Iteration 30Q: 3 clusters Score -405082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -405083.468750 Penalty: 3981.142578
	Iteration 31Q: 3 clusters Score -405083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -405084.531250 Penalty: 3981.142578
	Iteration 32Q: 3 clusters Score -405084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -405085.468750 Penalty: 3981.142578
	Iteration 33Q: 3 clusters Score -405085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -405087.250000 Penalty: 3981.142578
	Iteration 34Q: 3 clusters Score -405087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -405089.750000 Penalty: 3981.142578
	Iteration 35Q: 3 clusters Score -405089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -405091.656250 Penalty: 3981.142578
	Iteration 36Q: 3 clusters Score -405091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -405092.750000 Penalty: 3981.142578
	Iteration 37Q: 3 clusters Score -405092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -405093.562500 Penalty: 3981.142578
	Iteration 38Q: 3 clusters Score -405093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -405093.812500 Penalty: 3981.142578
	Iteration 39Q: 3 clusters Score -405093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -405094.406250 Penalty: 3981.142578
	Iteration 40F: 3 clusters Score -405094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (123513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Entering Unmasked Estep 
Score: -16605726.000000 Penalty: 2907.577393
	Iteration 0F: 2 clusters Score -1.660573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -16534722.000000 Penalty: 5815.154785
	Iteration 0F: 3 clusters Score -1.653472e+07 nChanged 59028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -16568521.000000 Penalty: 5815.154785
	Iteration 1F: 3 clusters Score -1.656852e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -16569213.000000 Penalty: 5815.154785
	Iteration 2Q: 3 clusters Score -1.656921e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -16570071.000000 Penalty: 5815.154785
	Iteration 3Q: 3 clusters Score -1.657007e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -16571166.000000 Penalty: 5815.154785
	Iteration 4Q: 3 clusters Score -1.657117e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -16572576.000000 Penalty: 5815.154785
	Iteration 5Q: 3 clusters Score -1.657258e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -16575242.000000 Penalty: 5815.154785
	Iteration 6Q: 3 clusters Score -1.657524e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -16579356.000000 Penalty: 5815.154785
	Iteration 7F: 3 clusters Score -1.657936e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -16585637.000000 Penalty: 5815.154785
	Iteration 8F: 3 clusters Score -1.658564e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -16593486.000000 Penalty: 5815.154785
	Iteration 9F: 3 clusters Score -1.659349e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -16599185.000000 Penalty: 5815.154785
	Iteration 10F: 3 clusters Score -1.659918e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -16601895.000000 Penalty: 5815.154785
	Iteration 11Q: 3 clusters Score -1.66019e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -16603986.000000 Penalty: 5815.154785
	Iteration 12Q: 3 clusters Score -1.660399e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -16605735.000000 Penalty: 5815.154785
	Iteration 13Q: 3 clusters Score -1.660574e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -16607159.000000 Penalty: 5815.154785
	Iteration 14Q: 3 clusters Score -1.660716e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -16608442.000000 Penalty: 5815.154785
	Iteration 15Q: 3 clusters Score -1.660844e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -16609670.000000 Penalty: 5815.154785
	Iteration 16Q: 3 clusters Score -1.660967e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -16610408.000000 Penalty: 5815.154785
	Iteration 17Q: 3 clusters Score -1.661041e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -16610796.000000 Penalty: 5815.154785
	Iteration 18Q: 3 clusters Score -1.66108e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -16610946.000000 Penalty: 5815.154785
	Iteration 19Q: 3 clusters Score -1.661095e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -16610936.000000 Penalty: 5815.154785
	Iteration 20F: 3 clusters Score -1.661094e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -16610846.000000 Penalty: 5815.154785
	Iteration 21Q: 3 clusters Score -1.661085e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -16610443.000000 Penalty: 5815.154785
	Iteration 22Q: 3 clusters Score -1.661044e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -16610043.000000 Penalty: 5815.154785
	Iteration 23Q: 3 clusters Score -1.661004e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -16609803.000000 Penalty: 5815.154785
	Iteration 24Q: 3 clusters Score -1.66098e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -16609437.000000 Penalty: 5815.154785
	Iteration 25Q: 3 clusters Score -1.660944e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 89291 members 
Entering Unmasked Estep 
Score: -16609128.000000 Penalty: 5815.154785
	Iteration 26Q: 3 clusters Score -1.660913e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -16608665.000000 Penalty: 5815.154785
	Iteration 27Q: 3 clusters Score -1.660866e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -16608331.000000 Penalty: 5815.154785
	Iteration 28Q: 3 clusters Score -1.660833e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -16607911.000000 Penalty: 5815.154785
	Iteration 29Q: 3 clusters Score -1.660791e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -16609539.000000 Penalty: 5815.154785
	Iteration 30Q: 3 clusters Score -1.660954e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -16610405.000000 Penalty: 5815.154785
	Iteration 31Q: 3 clusters Score -1.66104e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -16611012.000000 Penalty: 5815.154785
	Iteration 32Q: 3 clusters Score -1.661101e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -16611314.000000 Penalty: 5815.154785
	Iteration 33Q: 3 clusters Score -1.661131e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -16611410.000000 Penalty: 5815.154785
	Iteration 34Q: 3 clusters Score -1.661141e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -16611544.000000 Penalty: 5815.154785
	Iteration 35Q: 3 clusters Score -1.661154e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -16611577.000000 Penalty: 5815.154785
	Iteration 36Q: 3 clusters Score -1.661158e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -16611714.000000 Penalty: 5815.154785
	Iteration 37Q: 3 clusters Score -1.661171e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -16611770.000000 Penalty: 5815.154785
	Iteration 38Q: 3 clusters Score -1.661177e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -16611776.000000 Penalty: 5815.154785
	Iteration 39Q: 3 clusters Score -1.661178e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -16611818.000000 Penalty: 5815.154785
	Iteration 40F: 3 clusters Score -1.661182e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -16611817.000000 Penalty: 5815.154785
	Iteration 41Q: 3 clusters Score -1.661182e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -16611842.000000 Penalty: 5815.154785
	Iteration 42Q: 3 clusters Score -1.661184e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -16611882.000000 Penalty: 5815.154785
	Iteration 43Q: 3 clusters Score -1.661188e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -16611907.000000 Penalty: 5815.154785
	Iteration 44Q: 3 clusters Score -1.661191e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 103716 members 
Entering Unmasked Estep 
Score: -16611900.000000 Penalty: 5815.154785
	Iteration 45Q: 3 clusters Score -1.66119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -16611887.000000 Penalty: 5815.154785
	Iteration 46Q: 3 clusters Score -1.661189e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -16611885.000000 Penalty: 5815.154785
	Iteration 47Q: 3 clusters Score -1.661188e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -16611876.000000 Penalty: 5815.154785
	Iteration 48Q: 3 clusters Score -1.661188e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -16611898.000000 Penalty: 5815.154785
	Iteration 49Q: 3 clusters Score -1.66119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -16611923.000000 Penalty: 5815.154785
	Iteration 50Q: 3 clusters Score -1.661192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -16611918.000000 Penalty: 5815.154785
	Iteration 51Q: 3 clusters Score -1.661192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -16611912.000000 Penalty: 5815.154785
	Iteration 52Q: 3 clusters Score -1.661191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -16611914.000000 Penalty: 5815.154785
	Iteration 53Q: 3 clusters Score -1.661191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -16611934.000000 Penalty: 5815.154785
	Iteration 54Q: 3 clusters Score -1.661193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -16611923.000000 Penalty: 5815.154785
	Iteration 55Q: 3 clusters Score -1.661192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -16611923.000000 Penalty: 5815.154785
	Iteration 56Q: 3 clusters Score -1.661192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
Score: -16611939.000000 Penalty: 5815.154785
	Iteration 57Q: 3 clusters Score -1.661194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -16611936.000000 Penalty: 5815.154785
	Iteration 58Q: 3 clusters Score -1.661194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -16611938.000000 Penalty: 5815.154785
	Iteration 59Q: 3 clusters Score -1.661194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -16611929.000000 Penalty: 5815.154785
	Iteration 60F: 3 clusters Score -1.661193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -16611917.000000 Penalty: 5815.154785
	Iteration 61Q: 3 clusters Score -1.661192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -16611918.000000 Penalty: 5815.154785
	Iteration 62Q: 3 clusters Score -1.661192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -16611929.000000 Penalty: 5815.154785
	Iteration 63Q: 3 clusters Score -1.661193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16611923.000000 Penalty: 5815.154785
	Iteration 64Q: 3 clusters Score -1.661192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16611919.000000 Penalty: 5815.154785
	Iteration 65Q: 3 clusters Score -1.661192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -16611933.000000 Penalty: 5815.154785
	Iteration 66Q: 3 clusters Score -1.661193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -16611931.000000 Penalty: 5815.154785
	Iteration 67Q: 3 clusters Score -1.661193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611949.000000 Penalty: 5815.154785
	Iteration 68Q: 3 clusters Score -1.661195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611941.000000 Penalty: 5815.154785
	Iteration 69Q: 3 clusters Score -1.661194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611939.000000 Penalty: 5815.154785
	Iteration 70Q: 3 clusters Score -1.661194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16611952.000000 Penalty: 5815.154785
	Iteration 71Q: 3 clusters Score -1.661195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16611948.000000 Penalty: 5815.154785
	Iteration 72Q: 3 clusters Score -1.661195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -16611946.000000 Penalty: 5815.154785
	Iteration 73Q: 3 clusters Score -1.661195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -16611959.000000 Penalty: 5815.154785
	Iteration 74Q: 3 clusters Score -1.661196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -16611962.000000 Penalty: 5815.154785
	Iteration 75Q: 3 clusters Score -1.661196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -16611964.000000 Penalty: 5815.154785
	Iteration 76Q: 3 clusters Score -1.661196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -16611959.000000 Penalty: 5815.154785
	Iteration 77Q: 3 clusters Score -1.661196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -16611960.000000 Penalty: 5815.154785
	Iteration 78Q: 3 clusters Score -1.661196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -16611961.000000 Penalty: 5815.154785
	Iteration 79Q: 3 clusters Score -1.661196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -16611969.000000 Penalty: 5815.154785
	Iteration 80F: 3 clusters Score -1.661197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -16611973.000000 Penalty: 5815.154785
	Iteration 81Q: 3 clusters Score -1.661197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -16611972.000000 Penalty: 5815.154785
	Iteration 82Q: 3 clusters Score -1.661197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611972.000000 Penalty: 5815.154785
	Iteration 83Q: 3 clusters Score -1.661197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611974.000000 Penalty: 5815.154785
	Iteration 84Q: 3 clusters Score -1.661197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16611967.000000 Penalty: 5815.154785
	Iteration 85Q: 3 clusters Score -1.661197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611970.000000 Penalty: 5815.154785
	Iteration 86Q: 3 clusters Score -1.661197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16611970.000000 Penalty: 5815.154785
	Iteration 87Q: 3 clusters Score -1.661197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -16611969.000000 Penalty: 5815.154785
	Iteration 88Q: 3 clusters Score -1.661197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -16611966.000000 Penalty: 5815.154785
	Iteration 89Q: 3 clusters Score -1.661197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -16611965.000000 Penalty: 5815.154785
	Iteration 90Q: 3 clusters Score -1.661196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -16611968.000000 Penalty: 5815.154785
	Iteration 91Q: 3 clusters Score -1.661197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -16611965.000000 Penalty: 5815.154785
	Iteration 92Q: 3 clusters Score -1.661196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -16611963.000000 Penalty: 5815.154785
	Iteration 93Q: 3 clusters Score -1.661196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -16611971.000000 Penalty: 5815.154785
	Iteration 94Q: 3 clusters Score -1.661197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -16611977.000000 Penalty: 5815.154785
	Iteration 95Q: 3 clusters Score -1.661198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -16611970.000000 Penalty: 5815.154785
	Iteration 96Q: 3 clusters Score -1.661197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -16611977.000000 Penalty: 5815.154785
	Iteration 97Q: 3 clusters Score -1.661198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -16611983.000000 Penalty: 5815.154785
	Iteration 98Q: 3 clusters Score -1.661198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -16611983.000000 Penalty: 5815.154785
	Iteration 99Q: 3 clusters Score -1.661198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -16611983.000000 Penalty: 5815.154785
	Iteration 100F: 3 clusters Score -1.661198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51115 members 
Mstep: Class 21 contains 49471 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 130526 members 
Entering Unmasked Estep 
Score: -62775792.000000 Penalty: 74571.539062
Splitting cluster 7 changes total score from -62770268.000000 to -62775792.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13935.482422 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13935.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13073.795898 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13079.404297 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13079.404297 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -13079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -727517.625000 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -727517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -722565.500000 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -722565.5 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -723732.062500 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -723732.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -723929.937500 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -723929.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -724081.875000 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -724081.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -724209.062500 Penalty: 4281.624023
	Iteration 4Q: 3 clusters Score -724209.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -724305.687500 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -724305.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -724394.812500 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -724394.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -724476.375000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -724476.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -724554.562500 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -724554.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -724621.125000 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -724621.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -724711.875000 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -724711.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -724863.437500 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -724863.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -725068.875000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -725068.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -725344.812500 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -725344.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -725616.875000 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -725616.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -725854.812500 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -725854.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -726058.437500 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -726058.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -726278.812500 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -726278.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -726510.125000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -726510.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -726697.125000 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -726697.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -726809.500000 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -726809.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -726875.125000 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -726875.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -726924.937500 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -726924.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -726956.125000 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -726956.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -726976.500000 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -726976.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -726987.875000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -726987.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -726996.500000 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -726996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -727001.062500 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -727001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -727004.250000 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -727004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -727008.312500 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -727008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -727009.375000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -727009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -727010.937500 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -727010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -727012.500000 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -727012.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -727012.500000 Penalty: 4281.624023
	Iteration 33F: 3 clusters Score -727012.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Entering Unmasked Estep 
Score: -3433710.000000 Penalty: 2516.159912
	Iteration 0F: 2 clusters Score -3433710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3416124.500000 Penalty: 5032.319824
	Iteration 0F: 3 clusters Score -3416124 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3422318.250000 Penalty: 5032.319824
	Iteration 1F: 3 clusters Score -3422318 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3422821.500000 Penalty: 5032.319824
	Iteration 2F: 3 clusters Score -3422822 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3423386.750000 Penalty: 5032.319824
	Iteration 3Q: 3 clusters Score -3423387 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3423988.500000 Penalty: 5032.319824
	Iteration 4Q: 3 clusters Score -3423988 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3424776.250000 Penalty: 5032.319824
	Iteration 5F: 3 clusters Score -3424776 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3425809.500000 Penalty: 5032.319824
	Iteration 6F: 3 clusters Score -3425810 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3426904.500000 Penalty: 5032.319824
	Iteration 7F: 3 clusters Score -3426904 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3428012.750000 Penalty: 5032.319824
	Iteration 8F: 3 clusters Score -3428013 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3428934.000000 Penalty: 5032.319824
	Iteration 9Q: 3 clusters Score -3428934 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3429642.000000 Penalty: 5032.319824
	Iteration 10Q: 3 clusters Score -3429642 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3430210.000000 Penalty: 5032.319824
	Iteration 11Q: 3 clusters Score -3430210 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3430593.750000 Penalty: 5032.319824
	Iteration 12Q: 3 clusters Score -3430594 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3430874.000000 Penalty: 5032.319824
	Iteration 13Q: 3 clusters Score -3430874 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3431090.750000 Penalty: 5032.319824
	Iteration 14Q: 3 clusters Score -3431091 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3431262.000000 Penalty: 5032.319824
	Iteration 15Q: 3 clusters Score -3431262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3431384.750000 Penalty: 5032.319824
	Iteration 16Q: 3 clusters Score -3431385 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3431445.750000 Penalty: 5032.319824
	Iteration 17Q: 3 clusters Score -3431446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3431480.500000 Penalty: 5032.319824
	Iteration 18Q: 3 clusters Score -3431480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3431517.750000 Penalty: 5032.319824
	Iteration 19Q: 3 clusters Score -3431518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3431551.250000 Penalty: 5032.319824
	Iteration 20F: 3 clusters Score -3431551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3431572.750000 Penalty: 5032.319824
	Iteration 21Q: 3 clusters Score -3431573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3431590.750000 Penalty: 5032.319824
	Iteration 22Q: 3 clusters Score -3431591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3431612.000000 Penalty: 5032.319824
	Iteration 23Q: 3 clusters Score -3431612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3431626.250000 Penalty: 5032.319824
	Iteration 24Q: 3 clusters Score -3431626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3431629.500000 Penalty: 5032.319824
	Iteration 25Q: 3 clusters Score -3431630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3431649.750000 Penalty: 5032.319824
	Iteration 26Q: 3 clusters Score -3431650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3431657.500000 Penalty: 5032.319824
	Iteration 27Q: 3 clusters Score -3431658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3431662.750000 Penalty: 5032.319824
	Iteration 28Q: 3 clusters Score -3431663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3431665.250000 Penalty: 5032.319824
	Iteration 29Q: 3 clusters Score -3431665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3431666.500000 Penalty: 5032.319824
	Iteration 30Q: 3 clusters Score -3431666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3431667.250000 Penalty: 5032.319824
	Iteration 31Q: 3 clusters Score -3431667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3431667.500000 Penalty: 5032.319824
	Iteration 32Q: 3 clusters Score -3431668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3431667.500000 Penalty: 5032.319824
	Iteration 33F: 3 clusters Score -3431668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -2854854.250000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -2854854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2839929.750000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -2839930 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2845134.250000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -2845134 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2845663.500000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -2845664 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2846214.500000 Penalty: 4937.909668
	Iteration 3F: 3 clusters Score -2846214 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2846904.750000 Penalty: 4937.909668
	Iteration 4F: 3 clusters Score -2846905 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2847738.250000 Penalty: 4937.909668
	Iteration 5F: 3 clusters Score -2847738 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2848733.000000 Penalty: 4937.909668
	Iteration 6F: 3 clusters Score -2848733 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2849809.500000 Penalty: 4937.909668
	Iteration 7F: 3 clusters Score -2849810 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2850828.000000 Penalty: 4937.909668
	Iteration 8F: 3 clusters Score -2850828 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2851604.250000 Penalty: 4937.909668
	Iteration 9Q: 3 clusters Score -2851604 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2852138.000000 Penalty: 4937.909668
	Iteration 10Q: 3 clusters Score -2852138 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2852469.000000 Penalty: 4937.909668
	Iteration 11Q: 3 clusters Score -2852469 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2852654.000000 Penalty: 4937.909668
	Iteration 12Q: 3 clusters Score -2852654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2852776.500000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -2852776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2852849.750000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -2852850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2852909.000000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -2852909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2852925.000000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -2852925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2852933.000000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -2852933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2852950.750000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -2852951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2852957.500000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -2852958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2852967.000000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -2852967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2852976.000000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -2852976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2852978.500000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -2852978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2852987.750000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -2852988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2852989.250000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -2852989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2852990.750000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -2852991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2852994.250000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -2852994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2852994.000000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -2852994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2852995.500000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -2852996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2852999.250000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -2852999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2852995.500000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -2852996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2852999.750000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -2853000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2852998.500000 Penalty: 4937.909668
	Iteration 32Q: 3 clusters Score -2852998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2852999.500000 Penalty: 4937.909668
	Iteration 33Q: 3 clusters Score -2853000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2852995.750000 Penalty: 4937.909668
	Iteration 34Q: 3 clusters Score -2852996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2852999.000000 Penalty: 4937.909668
	Iteration 35Q: 3 clusters Score -2852999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2853003.000000 Penalty: 4937.909668
	Iteration 36Q: 3 clusters Score -2853003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2853000.750000 Penalty: 4937.909668
	Iteration 37Q: 3 clusters Score -2853001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2853000.750000 Penalty: 4937.909668
	Iteration 38F: 3 clusters Score -2853001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Entering Unmasked Estep 
Score: -2521970.500000 Penalty: 2437.426514
	Iteration 0F: 2 clusters Score -2521970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2508823.500000 Penalty: 4874.853027
	Iteration 0F: 3 clusters Score -2508824 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2513245.250000 Penalty: 4874.853027
	Iteration 1F: 3 clusters Score -2513245 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2513729.500000 Penalty: 4874.853027
	Iteration 2F: 3 clusters Score -2513730 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2514180.000000 Penalty: 4874.853027
	Iteration 3F: 3 clusters Score -2514180 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2514594.250000 Penalty: 4874.853027
	Iteration 4Q: 3 clusters Score -2514594 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2515017.750000 Penalty: 4874.853027
	Iteration 5Q: 3 clusters Score -2515018 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2515497.750000 Penalty: 4874.853027
	Iteration 6Q: 3 clusters Score -2515498 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2515971.500000 Penalty: 4874.853027
	Iteration 7Q: 3 clusters Score -2515972 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2516452.250000 Penalty: 4874.853027
	Iteration 8Q: 3 clusters Score -2516452 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2516914.750000 Penalty: 4874.853027
	Iteration 9Q: 3 clusters Score -2516915 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2517405.250000 Penalty: 4874.853027
	Iteration 10Q: 3 clusters Score -2517405 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2517803.250000 Penalty: 4874.853027
	Iteration 11Q: 3 clusters Score -2517803 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2518089.000000 Penalty: 4874.853027
	Iteration 12Q: 3 clusters Score -2518089 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2518265.500000 Penalty: 4874.853027
	Iteration 13Q: 3 clusters Score -2518266 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2518375.250000 Penalty: 4874.853027
	Iteration 14Q: 3 clusters Score -2518375 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2518441.750000 Penalty: 4874.853027
	Iteration 15Q: 3 clusters Score -2518442 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2518485.750000 Penalty: 4874.853027
	Iteration 16Q: 3 clusters Score -2518486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2518522.250000 Penalty: 4874.853027
	Iteration 17Q: 3 clusters Score -2518522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2518560.500000 Penalty: 4874.853027
	Iteration 18Q: 3 clusters Score -2518560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2518578.000000 Penalty: 4874.853027
	Iteration 19Q: 3 clusters Score -2518578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2518593.250000 Penalty: 4874.853027
	Iteration 20F: 3 clusters Score -2518593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2518617.500000 Penalty: 4874.853027
	Iteration 21Q: 3 clusters Score -2518618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2518634.000000 Penalty: 4874.853027
	Iteration 22Q: 3 clusters Score -2518634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2518665.500000 Penalty: 4874.853027
	Iteration 23Q: 3 clusters Score -2518666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2518688.500000 Penalty: 4874.853027
	Iteration 24Q: 3 clusters Score -2518688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2518709.250000 Penalty: 4874.853027
	Iteration 25Q: 3 clusters Score -2518709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2518722.500000 Penalty: 4874.853027
	Iteration 26Q: 3 clusters Score -2518722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2518755.750000 Penalty: 4874.853027
	Iteration 27Q: 3 clusters Score -2518756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2518768.750000 Penalty: 4874.853027
	Iteration 28Q: 3 clusters Score -2518769 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2518780.750000 Penalty: 4874.853027
	Iteration 29Q: 3 clusters Score -2518781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2518807.750000 Penalty: 4874.853027
	Iteration 30Q: 3 clusters Score -2518808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2518820.250000 Penalty: 4874.853027
	Iteration 31Q: 3 clusters Score -2518820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2518838.250000 Penalty: 4874.853027
	Iteration 32Q: 3 clusters Score -2518838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2518854.250000 Penalty: 4874.853027
	Iteration 33Q: 3 clusters Score -2518854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2518882.750000 Penalty: 4874.853027
	Iteration 34Q: 3 clusters Score -2518883 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2518915.250000 Penalty: 4874.853027
	Iteration 35Q: 3 clusters Score -2518915 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2518933.750000 Penalty: 4874.853027
	Iteration 36Q: 3 clusters Score -2518934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2518967.500000 Penalty: 4874.853027
	Iteration 37Q: 3 clusters Score -2518968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2518994.250000 Penalty: 4874.853027
	Iteration 38Q: 3 clusters Score -2518994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2519036.500000 Penalty: 4874.853027
	Iteration 39Q: 3 clusters Score -2519036 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2519075.500000 Penalty: 4874.853027
	Iteration 40F: 3 clusters Score -2519076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2519121.250000 Penalty: 4874.853027
	Iteration 41Q: 3 clusters Score -2519121 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2519170.750000 Penalty: 4874.853027
	Iteration 42Q: 3 clusters Score -2519171 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2519235.250000 Penalty: 4874.853027
	Iteration 43Q: 3 clusters Score -2519235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2519303.750000 Penalty: 4874.853027
	Iteration 44Q: 3 clusters Score -2519304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2519359.500000 Penalty: 4874.853027
	Iteration 45Q: 3 clusters Score -2519360 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2519422.750000 Penalty: 4874.853027
	Iteration 46Q: 3 clusters Score -2519423 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2519477.750000 Penalty: 4874.853027
	Iteration 47Q: 3 clusters Score -2519478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2519527.750000 Penalty: 4874.853027
	Iteration 48Q: 3 clusters Score -2519528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2519568.250000 Penalty: 4874.853027
	Iteration 49Q: 3 clusters Score -2519568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2519599.000000 Penalty: 4874.853027
	Iteration 50Q: 3 clusters Score -2519599 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2519644.750000 Penalty: 4874.853027
	Iteration 51Q: 3 clusters Score -2519645 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2519672.000000 Penalty: 4874.853027
	Iteration 52Q: 3 clusters Score -2519672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2519717.250000 Penalty: 4874.853027
	Iteration 53Q: 3 clusters Score -2519717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2519749.250000 Penalty: 4874.853027
	Iteration 54Q: 3 clusters Score -2519749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2519776.000000 Penalty: 4874.853027
	Iteration 55Q: 3 clusters Score -2519776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2519804.500000 Penalty: 4874.853027
	Iteration 56Q: 3 clusters Score -2519804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2519821.250000 Penalty: 4874.853027
	Iteration 57Q: 3 clusters Score -2519821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2519841.750000 Penalty: 4874.853027
	Iteration 58Q: 3 clusters Score -2519842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2519872.750000 Penalty: 4874.853027
	Iteration 59Q: 3 clusters Score -2519873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2519902.750000 Penalty: 4874.853027
	Iteration 60F: 3 clusters Score -2519903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2519917.000000 Penalty: 4874.853027
	Iteration 61Q: 3 clusters Score -2519917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2519935.000000 Penalty: 4874.853027
	Iteration 62Q: 3 clusters Score -2519935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2519969.500000 Penalty: 4874.853027
	Iteration 63Q: 3 clusters Score -2519970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2519983.500000 Penalty: 4874.853027
	Iteration 64Q: 3 clusters Score -2519984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2520001.000000 Penalty: 4874.853027
	Iteration 65Q: 3 clusters Score -2520001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2520019.500000 Penalty: 4874.853027
	Iteration 66Q: 3 clusters Score -2520020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2520029.500000 Penalty: 4874.853027
	Iteration 67Q: 3 clusters Score -2520030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2520039.750000 Penalty: 4874.853027
	Iteration 68Q: 3 clusters Score -2520040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2520039.250000 Penalty: 4874.853027
	Iteration 69Q: 3 clusters Score -2520039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2520050.250000 Penalty: 4874.853027
	Iteration 70Q: 3 clusters Score -2520050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2520054.250000 Penalty: 4874.853027
	Iteration 71Q: 3 clusters Score -2520054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2520065.000000 Penalty: 4874.853027
	Iteration 72Q: 3 clusters Score -2520065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2520067.750000 Penalty: 4874.853027
	Iteration 73Q: 3 clusters Score -2520068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2520073.750000 Penalty: 4874.853027
	Iteration 74Q: 3 clusters Score -2520074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2520084.000000 Penalty: 4874.853027
	Iteration 75Q: 3 clusters Score -2520084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2520085.000000 Penalty: 4874.853027
	Iteration 76Q: 3 clusters Score -2520085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2520088.500000 Penalty: 4874.853027
	Iteration 77Q: 3 clusters Score -2520088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2520089.000000 Penalty: 4874.853027
	Iteration 78Q: 3 clusters Score -2520089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2520087.500000 Penalty: 4874.853027
	Iteration 79Q: 3 clusters Score -2520088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2520090.000000 Penalty: 4874.853027
	Iteration 80F: 3 clusters Score -2520090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2520092.000000 Penalty: 4874.853027
	Iteration 81Q: 3 clusters Score -2520092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2520092.750000 Penalty: 4874.853027
	Iteration 82Q: 3 clusters Score -2520093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2520092.750000 Penalty: 4874.853027
	Iteration 83Q: 3 clusters Score -2520093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2520092.750000 Penalty: 4874.853027
	Iteration 84F: 3 clusters Score -2520093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 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 171 members 
Entering Unmasked Estep 
Score: -33652.796875 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33652.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33838.402344 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33892.886719 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -33892.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33933.156250 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33933.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33938.128906 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33938.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33938.128906 Penalty: 2853.275879
	Iteration 5F: 3 clusters Score -33938.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -72959.781250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -72959.78 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 310 members 
Entering Unmasked Estep 
Score: -71402.648438 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -71402.65 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71804.734375 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -71804.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72021.882812 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -72021.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72111.890625 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -72111.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72182.054688 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -72182.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72229.773438 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -72229.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72274.742188 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -72274.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72297.906250 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -72297.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72324.984375 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -72324.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72360.500000 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -72360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72387.164062 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -72387.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72412.226562 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -72412.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72431.710938 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -72431.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72447.257812 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -72447.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72455.695312 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -72455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72460.976562 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -72460.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72463.304688 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -72463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72464.757812 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -72464.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72466.320312 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -72466.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72469.515625 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -72469.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72469.515625 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -72469.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -84661.914062 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -84661.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82941.851562 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -82941.85 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83311.898438 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -83311.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83452.992188 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -83452.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83571.656250 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -83571.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83640.703125 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -83640.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83707.187500 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -83707.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83770.757812 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -83770.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83839.656250 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -83839.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83904.507812 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -83904.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83979.187500 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -83979.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84052.695312 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -84052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84076.156250 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -84076.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84106.000000 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -84106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84148.273438 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -84148.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84185.093750 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -84185.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84225.437500 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -84225.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84260.625000 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -84260.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84321.867188 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -84321.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84399.109375 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -84399.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84415.070312 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -84415.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84482.000000 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -84482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84860.570312 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -84860.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84890.875000 Penalty: 3270.149902
	Iteration 22Q: 3 clusters Score -84890.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84903.796875 Penalty: 3270.149902
	Iteration 23Q: 3 clusters Score -84903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84904.914062 Penalty: 3270.149902
	Iteration 24Q: 3 clusters Score -84904.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84904.914062 Penalty: 3270.149902
	Iteration 25F: 3 clusters Score -84904.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51115 members 
Mstep: Class 21 contains 49471 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 130526 members 
Mstep: Class 24 contains 245 members 
Entering Unmasked Estep 
Score: -62774472.000000 Penalty: 77813.773438
Splitting cluster 15 changes total score from -62770268.000000 to -62774472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (29028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Entering Unmasked Estep 
Score: -3966148.750000 Penalty: 2548.452148
	Iteration 0F: 2 clusters Score -3966149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3946092.500000 Penalty: 5096.904297
	Iteration 0F: 3 clusters Score -3946092 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3953240.000000 Penalty: 5096.904297
	Iteration 1F: 3 clusters Score -3953240 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3953785.750000 Penalty: 5096.904297
	Iteration 2F: 3 clusters Score -3953786 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3954426.250000 Penalty: 5096.904297
	Iteration 3F: 3 clusters Score -3954426 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3955312.750000 Penalty: 5096.904297
	Iteration 4F: 3 clusters Score -3955313 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3956568.750000 Penalty: 5096.904297
	Iteration 5F: 3 clusters Score -3956569 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3958341.000000 Penalty: 5096.904297
	Iteration 6F: 3 clusters Score -3958341 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3960438.750000 Penalty: 5096.904297
	Iteration 7F: 3 clusters Score -3960439 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3962154.500000 Penalty: 5096.904297
	Iteration 8F: 3 clusters Score -3962154 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3963088.500000 Penalty: 5096.904297
	Iteration 9Q: 3 clusters Score -3963088 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3963536.000000 Penalty: 5096.904297
	Iteration 10Q: 3 clusters Score -3963536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3963725.750000 Penalty: 5096.904297
	Iteration 11Q: 3 clusters Score -3963726 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3963825.500000 Penalty: 5096.904297
	Iteration 12Q: 3 clusters Score -3963826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3963861.250000 Penalty: 5096.904297
	Iteration 13Q: 3 clusters Score -3963861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3963881.000000 Penalty: 5096.904297
	Iteration 14Q: 3 clusters Score -3963881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3963893.000000 Penalty: 5096.904297
	Iteration 15Q: 3 clusters Score -3963893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3963904.750000 Penalty: 5096.904297
	Iteration 16Q: 3 clusters Score -3963905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3963906.000000 Penalty: 5096.904297
	Iteration 17Q: 3 clusters Score -3963906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3963915.750000 Penalty: 5096.904297
	Iteration 18Q: 3 clusters Score -3963916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3963921.250000 Penalty: 5096.904297
	Iteration 19Q: 3 clusters Score -3963921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3963918.750000 Penalty: 5096.904297
	Iteration 20F: 3 clusters Score -3963919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3963918.500000 Penalty: 5096.904297
	Iteration 21Q: 3 clusters Score -3963918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3963918.500000 Penalty: 5096.904297
	Iteration 22F: 3 clusters Score -3963918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -48566.347656 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -48566.35 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 268 members 
Entering Unmasked Estep 
Score: -47147.722656 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -47147.72 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47590.609375 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -47590.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47866.562500 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -47866.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48099.386719 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -48099.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48297.097656 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -48297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48621.945312 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -48621.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48797.207031 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -48797.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48990.476562 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -48990.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49085.597656 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -49085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49128.222656 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -49128.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49132.718750 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -49132.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49132.718750 Penalty: 3079.460693
	Iteration 11F: 3 clusters Score -49132.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 134 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51115 members 
Mstep: Class 21 contains 49471 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 130526 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 363 members 
Entering Unmasked Estep 
Score: -62773312.000000 Penalty: 81056.015625
Splitting cluster 17 changes total score from -62770268.000000 to -62773312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -541984.375000 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -541984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -538003.250000 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -538003.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -538924.500000 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -538924.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -539091.437500 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -539091.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -539205.750000 Penalty: 4140.874512
	Iteration 3Q: 3 clusters Score -539205.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -539328.187500 Penalty: 4140.874512
	Iteration 4Q: 3 clusters Score -539328.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -539468.062500 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -539468.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -539589.375000 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -539589.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -539712.437500 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -539712.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -539846.750000 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -539846.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -539992.125000 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -539992.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -540133.062500 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -540133.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -540236.187500 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -540236.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -540325.875000 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -540325.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -540411.687500 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -540411.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -540493.625000 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -540493.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -540553.375000 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -540553.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -540590.375000 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -540590.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -540623.500000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -540623.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -540650.375000 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -540650.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -540669.562500 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -540669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -540677.000000 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -540677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -540681.187500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -540681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -540684.250000 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -540684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -540687.250000 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -540687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -540688.875000 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -540688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -540690.125000 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -540690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -540691.062500 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -540691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -540694.000000 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -540694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -540698.812500 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -540698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -540703.000000 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -540703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -540703.687500 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -540703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -540705.187500 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -540705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -540707.062500 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -540707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -540710.062500 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -540710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -540711.500000 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -540711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -540715.250000 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -540715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -540718.437500 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -540718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -540721.125000 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -540721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -540723.000000 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -540723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -540722.687500 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -540722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -540724.500000 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -540724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -540727.250000 Penalty: 4140.874512
	Iteration 41Q: 3 clusters Score -540727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -540730.250000 Penalty: 4140.874512
	Iteration 42Q: 3 clusters Score -540730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -540733.375000 Penalty: 4140.874512
	Iteration 43Q: 3 clusters Score -540733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -540734.875000 Penalty: 4140.874512
	Iteration 44Q: 3 clusters Score -540734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -540738.562500 Penalty: 4140.874512
	Iteration 45Q: 3 clusters Score -540738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -540740.750000 Penalty: 4140.874512
	Iteration 46Q: 3 clusters Score -540740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -540742.250000 Penalty: 4140.874512
	Iteration 47Q: 3 clusters Score -540742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -540742.937500 Penalty: 4140.874512
	Iteration 48Q: 3 clusters Score -540742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -540743.250000 Penalty: 4140.874512
	Iteration 49Q: 3 clusters Score -540743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -540743.687500 Penalty: 4140.874512
	Iteration 50Q: 3 clusters Score -540743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -540743.687500 Penalty: 4140.874512
	Iteration 51F: 3 clusters Score -540743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -20613.597656 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -20613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19579.095703 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -19579.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19840.466797 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -19840.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19916.935547 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -19916.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19945.677734 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -19945.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19948.951172 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -19948.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19958.054688 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -19958.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19969.576172 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -19969.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19997.250000 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -19997.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20056.322266 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -20056.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20083.359375 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -20083.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20083.359375 Penalty: 2748.466797
	Iteration 10F: 3 clusters Score -20083.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Entering Unmasked Estep 
Score: -6708414.500000 Penalty: 2688.774658
	Iteration 0F: 2 clusters Score -6708414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -6673979.500000 Penalty: 5377.549316
	Iteration 0F: 3 clusters Score -6673980 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -6686987.500000 Penalty: 5377.549316
	Iteration 1F: 3 clusters Score -6686988 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -6687473.000000 Penalty: 5377.549316
	Iteration 2Q: 3 clusters Score -6687473 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6688025.000000 Penalty: 5377.549316
	Iteration 3Q: 3 clusters Score -6688025 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6688525.500000 Penalty: 5377.549316
	Iteration 4Q: 3 clusters Score -6688526 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -6689117.000000 Penalty: 5377.549316
	Iteration 5Q: 3 clusters Score -6689117 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -6689814.000000 Penalty: 5377.549316
	Iteration 6Q: 3 clusters Score -6689814 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -6690722.500000 Penalty: 5377.549316
	Iteration 7Q: 3 clusters Score -6690722 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -6691828.500000 Penalty: 5377.549316
	Iteration 8Q: 3 clusters Score -6691828 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -6693267.500000 Penalty: 5377.549316
	Iteration 9Q: 3 clusters Score -6693268 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -6694936.000000 Penalty: 5377.549316
	Iteration 10F: 3 clusters Score -6694936 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -6696914.500000 Penalty: 5377.549316
	Iteration 11F: 3 clusters Score -6696914 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -6698880.500000 Penalty: 5377.549316
	Iteration 12F: 3 clusters Score -6698880 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -6700788.000000 Penalty: 5377.549316
	Iteration 13F: 3 clusters Score -6700788 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6702407.500000 Penalty: 5377.549316
	Iteration 14Q: 3 clusters Score -6702408 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6703711.500000 Penalty: 5377.549316
	Iteration 15Q: 3 clusters Score -6703712 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -6704641.000000 Penalty: 5377.549316
	Iteration 16Q: 3 clusters Score -6704641 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -6705262.500000 Penalty: 5377.549316
	Iteration 17Q: 3 clusters Score -6705262 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6705556.000000 Penalty: 5377.549316
	Iteration 18Q: 3 clusters Score -6705556 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6705741.500000 Penalty: 5377.549316
	Iteration 19Q: 3 clusters Score -6705742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6705862.000000 Penalty: 5377.549316
	Iteration 20F: 3 clusters Score -6705862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -6705944.500000 Penalty: 5377.549316
	Iteration 21Q: 3 clusters Score -6705944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6706004.500000 Penalty: 5377.549316
	Iteration 22Q: 3 clusters Score -6706004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -6706032.000000 Penalty: 5377.549316
	Iteration 23Q: 3 clusters Score -6706032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6706050.500000 Penalty: 5377.549316
	Iteration 24Q: 3 clusters Score -6706050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6706066.000000 Penalty: 5377.549316
	Iteration 25Q: 3 clusters Score -6706066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -6706076.000000 Penalty: 5377.549316
	Iteration 26Q: 3 clusters Score -6706076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6706097.500000 Penalty: 5377.549316
	Iteration 27Q: 3 clusters Score -6706098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6706093.000000 Penalty: 5377.549316
	Iteration 28Q: 3 clusters Score -6706093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6706103.500000 Penalty: 5377.549316
	Iteration 29Q: 3 clusters Score -6706104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -6706104.000000 Penalty: 5377.549316
	Iteration 30Q: 3 clusters Score -6706104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6706108.000000 Penalty: 5377.549316
	Iteration 31Q: 3 clusters Score -6706108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -6706117.000000 Penalty: 5377.549316
	Iteration 32Q: 3 clusters Score -6706117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -6706119.000000 Penalty: 5377.549316
	Iteration 33Q: 3 clusters Score -6706119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6706119.500000 Penalty: 5377.549316
	Iteration 34Q: 3 clusters Score -6706120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6706119.500000 Penalty: 5377.549316
	Iteration 35F: 3 clusters Score -6706120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Entering Unmasked Estep 
Score: -6626189.500000 Penalty: 2680.667236
	Iteration 0F: 2 clusters Score -6626190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6592953.000000 Penalty: 5361.334473
	Iteration 0F: 3 clusters Score -6592953 nChanged 22707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6605628.500000 Penalty: 5361.334473
	Iteration 1F: 3 clusters Score -6605628 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6606271.500000 Penalty: 5361.334473
	Iteration 2Q: 3 clusters Score -6606272 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -6606885.500000 Penalty: 5361.334473
	Iteration 3Q: 3 clusters Score -6606886 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -6607711.000000 Penalty: 5361.334473
	Iteration 4Q: 3 clusters Score -6607711 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -6608714.000000 Penalty: 5361.334473
	Iteration 5Q: 3 clusters Score -6608714 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -6609998.000000 Penalty: 5361.334473
	Iteration 6Q: 3 clusters Score -6609998 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -6611471.500000 Penalty: 5361.334473
	Iteration 7Q: 3 clusters Score -6611472 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6613221.000000 Penalty: 5361.334473
	Iteration 8F: 3 clusters Score -6613221 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -6615008.500000 Penalty: 5361.334473
	Iteration 9F: 3 clusters Score -6615008 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6616721.000000 Penalty: 5361.334473
	Iteration 10F: 3 clusters Score -6616721 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -6618197.000000 Penalty: 5361.334473
	Iteration 11Q: 3 clusters Score -6618197 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -6619278.500000 Penalty: 5361.334473
	Iteration 12Q: 3 clusters Score -6619278 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -6619914.000000 Penalty: 5361.334473
	Iteration 13Q: 3 clusters Score -6619914 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -6620314.500000 Penalty: 5361.334473
	Iteration 14Q: 3 clusters Score -6620314 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -6620501.000000 Penalty: 5361.334473
	Iteration 15Q: 3 clusters Score -6620501 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -6620634.000000 Penalty: 5361.334473
	Iteration 16Q: 3 clusters Score -6620634 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6620744.000000 Penalty: 5361.334473
	Iteration 17Q: 3 clusters Score -6620744 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -6620810.500000 Penalty: 5361.334473
	Iteration 18Q: 3 clusters Score -6620810 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -6620858.500000 Penalty: 5361.334473
	Iteration 19Q: 3 clusters Score -6620858 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -6620946.500000 Penalty: 5361.334473
	Iteration 20F: 3 clusters Score -6620946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6621079.000000 Penalty: 5361.334473
	Iteration 21Q: 3 clusters Score -6621079 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -6621186.000000 Penalty: 5361.334473
	Iteration 22Q: 3 clusters Score -6621186 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -6621278.500000 Penalty: 5361.334473
	Iteration 23Q: 3 clusters Score -6621278 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -6621323.500000 Penalty: 5361.334473
	Iteration 24Q: 3 clusters Score -6621324 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -6621409.000000 Penalty: 5361.334473
	Iteration 25Q: 3 clusters Score -6621409 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6621509.500000 Penalty: 5361.334473
	Iteration 26Q: 3 clusters Score -6621510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -6621594.000000 Penalty: 5361.334473
	Iteration 27Q: 3 clusters Score -6621594 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -6621665.500000 Penalty: 5361.334473
	Iteration 28Q: 3 clusters Score -6621666 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -6621739.000000 Penalty: 5361.334473
	Iteration 29Q: 3 clusters Score -6621739 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6621770 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6621850 nChanged 340
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Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6621896 nChanged 371
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Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6621973 nChanged 366
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Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6622028 nChanged 374
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Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6622086 nChanged 373
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Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6622174 nChanged 399
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Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6622243 nChanged 405
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Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6622376 nChanged 444
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Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6622472 nChanged 465
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Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6622598 nChanged 471
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Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6622709 nChanged 495
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Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6622880 nChanged 489
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Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6623052 nChanged 466
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Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6623314 nChanged 333
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Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6623402 nChanged 272
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Mstep: Class 1 contains 30030 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6623478 nChanged 193
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Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6623493 nChanged 163
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Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6623510 nChanged 136
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Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6623532 nChanged 133
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Mstep: Class 1 contains 29237 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6623540 nChanged 110
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Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6623552 nChanged 104
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Mstep: Class 1 contains 29023 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6623572 nChanged 95
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Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6623576 nChanged 99
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Mstep: Class 1 contains 28829 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6623596 nChanged 104
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Mstep: Class 1 contains 28725 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6623600 nChanged 101
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6623606 nChanged 89
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6623621 nChanged 85
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6623621 nChanged 84
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	Iteration 61Q: 3 clusters Score -6623624 nChanged 80
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Mstep: Class 1 contains 28204 members 
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	Iteration 63Q: 3 clusters Score -6623622 nChanged 70
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6623618 nChanged 77
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Mstep: Class 1 contains 28057 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6623625 nChanged 88
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Mstep: Class 1 contains 27969 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27881 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6623652 nChanged 98
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Mstep: Class 1 contains 27785 members 
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	Iteration 68Q: 3 clusters Score -6623673 nChanged 109
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Mstep: Class 1 contains 27676 members 
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	Iteration 69Q: 3 clusters Score -6623672 nChanged 112
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Mstep: Class 1 contains 27564 members 
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	Iteration 70Q: 3 clusters Score -6623674 nChanged 103
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Mstep: Class 1 contains 27461 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6623684 nChanged 96
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Mstep: Class 1 contains 27365 members 
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	Iteration 72Q: 3 clusters Score -6623698 nChanged 106
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Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6623704 nChanged 109
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Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6623723 nChanged 98
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Mstep: Class 1 contains 27052 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6623738 nChanged 101
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Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 22520 members 
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	Iteration 76Q: 3 clusters Score -6623725 nChanged 96
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Mstep: Class 1 contains 26855 members 
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	Iteration 77Q: 3 clusters Score -6623729 nChanged 81
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Mstep: Class 1 contains 26774 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6623728 nChanged 84
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Mstep: Class 1 contains 26690 members 
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	Iteration 79Q: 3 clusters Score -6623724 nChanged 83
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Mstep: Class 1 contains 26607 members 
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	Iteration 80F: 3 clusters Score -6623738 nChanged 92
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Mstep: Class 1 contains 26515 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6623742 nChanged 94
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Mstep: Class 1 contains 26421 members 
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	Iteration 82Q: 3 clusters Score -6623725 nChanged 85
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6623747 nChanged 72
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6623749 nChanged 70
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6623760 nChanged 92
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Mstep: Class 1 contains 26102 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6623752 nChanged 95
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Mstep: Class 1 contains 26007 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6623786 nChanged 99
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Mstep: Class 1 contains 25908 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6623784 nChanged 100
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Mstep: Class 1 contains 25808 members 
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	Iteration 89Q: 3 clusters Score -6623788 nChanged 103
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Mstep: Class 1 contains 25705 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6623810 nChanged 103
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Mstep: Class 1 contains 25602 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6623824 nChanged 106
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Mstep: Class 1 contains 25496 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6623825 nChanged 92
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Mstep: Class 1 contains 25404 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6623856 nChanged 104
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Mstep: Class 1 contains 25300 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6623876 nChanged 102
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Mstep: Class 1 contains 25198 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6623863 nChanged 116
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	Iteration 96Q: 3 clusters Score -6623868 nChanged 108
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6623859 nChanged 75
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Mstep: Class 1 contains 24807 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6623860 nChanged 67
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6623880 nChanged 72
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Mstep: Class 1 contains 24668 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6623876 nChanged 72
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6623874 nChanged 59
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6623877 nChanged 67
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	Iteration 104Q: 3 clusters Score -6623884 nChanged 69
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	Iteration 105Q: 3 clusters Score -6623889 nChanged 75
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	Iteration 106Q: 3 clusters Score -6623893 nChanged 72
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6623898 nChanged 78
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6623906 nChanged 68
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6623912 nChanged 57
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	Iteration 110Q: 3 clusters Score -6623912 nChanged 65
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6623920 nChanged 72
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6623944 nChanged 72
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Mstep: Class 1 contains 23842 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6623954 nChanged 63
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6623963 nChanged 60
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6623940 nChanged 52
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6623938 nChanged 35
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	Iteration 117Q: 3 clusters Score -6623940 nChanged 25
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	Iteration 118Q: 3 clusters Score -6623930 nChanged 23
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6623939 nChanged 22
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Mstep: Class 1 contains 23562 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6623950 nChanged 16
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	Iteration 121Q: 3 clusters Score -6623950 nChanged 12
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Mstep: Class 1 contains 23534 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6623958 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6623957 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6623955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6623960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6623963 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6623966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -6623950.500000 Penalty: 5361.334473
	Iteration 128Q: 3 clusters Score -6623950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -6623947.000000 Penalty: 5361.334473
	Iteration 129Q: 3 clusters Score -6623947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6623945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6623943.000000 Penalty: 5361.334473
	Iteration 131Q: 3 clusters Score -6623943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6623952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6623950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6623958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6623972.500000 Penalty: 5361.334473
	Iteration 135Q: 3 clusters Score -6623972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6623968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6623960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6623954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6623967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6623970 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6623971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6623968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6623977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6623978 nChanged 7
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Mstep: Class 1 contains 23123 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6623972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6623974 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6623974 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6623983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6623992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6623992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6623988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6623988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6623979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6623975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6623972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6623970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6623966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6623972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6623967 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6623966 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22932 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6623976 nChanged 8
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Mstep: Class 1 contains 22924 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6623972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6623960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6623972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6623974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 26590 members 
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	Iteration 166Q: 3 clusters Score -6623979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6623982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6623973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
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Entering Unmasked Estep 
Score: -6623981.500000 Penalty: 5361.334473
	Iteration 169Q: 3 clusters Score -6623982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6623986 nChanged 19
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Mstep: Class 1 contains 22791 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6623973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6623987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6623990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 26750 members 
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	Iteration 174Q: 3 clusters Score -6623993 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22700 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6623998 nChanged 29
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Mstep: Class 1 contains 22671 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6624002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -6624004.000000 Penalty: 5361.334473
	Iteration 177Q: 3 clusters Score -6624004 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22623 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6623994 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6624001 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22589 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6624006 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22566 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6624004 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22547 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6624010 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22522 members 
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	Iteration 183Q: 3 clusters Score -6624001 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22501 members 
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	Iteration 184Q: 3 clusters Score -6624009 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6624011 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6623990 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6623989 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22424 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6623987 nChanged 14
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Mstep: Class 1 contains 22410 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6624000 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22386 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6623994 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6623989 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22330 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6623994 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6623989 nChanged 37
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Mstep: Class 1 contains 22261 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6624023 nChanged 35
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Mstep: Class 1 contains 22226 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6624012 nChanged 34
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Mstep: Class 1 contains 22192 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6624024 nChanged 31
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Mstep: Class 1 contains 22161 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6624026 nChanged 39
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Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6624010 nChanged 28
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Mstep: Class 1 contains 22094 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6624016 nChanged 36
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Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -6624017.000000 Penalty: 5361.334473
	Iteration 200F: 3 clusters Score -6624017 nChanged 34
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Mstep: Class 1 contains 22024 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6624012 nChanged 29
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Mstep: Class 2 contains 27476 members 
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	Iteration 202Q: 3 clusters Score -6624013 nChanged 39
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Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 27515 members 
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	Iteration 203Q: 3 clusters Score -6624013 nChanged 28
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Mstep: Class 1 contains 21928 members 
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	Iteration 204Q: 3 clusters Score -6624015 nChanged 17
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	Iteration 205Q: 3 clusters Score -6624016 nChanged 20
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	Iteration 206Q: 3 clusters Score -6624015 nChanged 27
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Mstep: Class 1 contains 21864 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6624038 nChanged 24
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6624034 nChanged 23
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Mstep: Class 1 contains 21817 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6624036 nChanged 26
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6624041 nChanged 21
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Mstep: Class 1 contains 21770 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6624030 nChanged 16
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	Iteration 212Q: 3 clusters Score -6624046 nChanged 15
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	Iteration 213Q: 3 clusters Score -6624034 nChanged 16
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Mstep: Class 1 contains 21723 members 
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Entering Unmasked Estep 
Score: -6624042.500000 Penalty: 5361.334473
	Iteration 214Q: 3 clusters Score -6624042 nChanged 15
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Mstep: Class 1 contains 21708 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6624044 nChanged 23
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6624051 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6624058 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6624044 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6624051 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6624039 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -6624051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6624057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6624072 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6624060 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6624070 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6624068 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6624077 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6624076 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -6624082 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21220 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -6624078 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6624082 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6624087 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6624084 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6624080 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6624077 nChanged 37
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Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6624091 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20963 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6624082 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -6624076 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6624067 nChanged 42
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Mstep: Class 1 contains 20815 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6624068 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -6624079 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20732 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -6624093 nChanged 56
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Mstep: Class 1 contains 20676 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -6624084 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -6624076 nChanged 53
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Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -6624074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -6624101 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -6624112 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20385 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -6624118 nChanged 67
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Mstep: Class 1 contains 20318 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -6624120 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -6624117 nChanged 51
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Mstep: Class 1 contains 20210 members 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -6624113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6624122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -6624131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -6624138 nChanged 43
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Mstep: Class 1 contains 20018 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -6624143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -6624144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -6624141.500000 Penalty: 5361.334473
	Iteration 257Q: 3 clusters Score -6624142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -6624150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -6624153.500000 Penalty: 5361.334473
	Iteration 259Q: 3 clusters Score -6624154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -6624154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -6624167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -6624180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -6624182 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19515 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -6624186 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19475 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -6624178 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19425 members 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -6624184 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19372 members 
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -6624188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -6624194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -6624198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -6624199 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19156 members 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -6624207 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19086 members 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -6624222 nChanged 78
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Mstep: Class 1 contains 19008 members 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -6624224 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18922 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -6624250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -6624230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6624244.000000 Penalty: 5361.334473
	Iteration 276Q: 3 clusters Score -6624244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -6624238 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18512 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -6624248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -6624249 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18301 members 
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	Iteration 280F: 3 clusters Score -6624249 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -6624262 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18070 members 
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -6624282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -6624272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -6624298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -6624302 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17650 members 
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -6624302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -6624313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -6624321.500000 Penalty: 5361.334473
	Iteration 288Q: 3 clusters Score -6624322 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17314 members 
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -6624338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -6624352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -6624358 nChanged 104
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Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -6624368 nChanged 90
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Mstep: Class 1 contains 16928 members 
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Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -6624388 nChanged 92
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Mstep: Class 1 contains 16836 members 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -6624400 nChanged 106
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Mstep: Class 1 contains 16730 members 
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	Iteration 295Q: 3 clusters Score -6624395 nChanged 99
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Mstep: Class 1 contains 16631 members 
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	Iteration 296Q: 3 clusters Score -6624400 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
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Entering Unmasked Estep 
Score: -6624437.500000 Penalty: 5361.334473
	Iteration 297Q: 3 clusters Score -6624438 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -6624449 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -6624461 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
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Entering Unmasked Estep 
Score: -6624484.500000 Penalty: 5361.334473
	Iteration 300F: 3 clusters Score -6624484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -6624506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -6624511.500000 Penalty: 5361.334473
	Iteration 302Q: 3 clusters Score -6624512 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
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Entering Unmasked Estep 
Score: -6624532.500000 Penalty: 5361.334473
	Iteration 303Q: 3 clusters Score -6624532 nChanged 131
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Mstep: Class 1 contains 15639 members 
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Entering Unmasked Estep 
Score: -6624534.000000 Penalty: 5361.334473
	Iteration 304Q: 3 clusters Score -6624534 nChanged 124
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Mstep: Class 1 contains 15515 members 
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Entering Unmasked Estep 
Score: -6624528.500000 Penalty: 5361.334473
	Iteration 305Q: 3 clusters Score -6624528 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
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Entering Unmasked Estep 
Score: -6624553.500000 Penalty: 5361.334473
	Iteration 306Q: 3 clusters Score -6624554 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -6624548.000000 Penalty: 5361.334473
	Iteration 307Q: 3 clusters Score -6624548 nChanged 135
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Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -6624545.000000 Penalty: 5361.334473
	Iteration 308Q: 3 clusters Score -6624545 nChanged 117
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Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 34738 members 
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	Iteration 312Q: 3 clusters Score -6624590 nChanged 92
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Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 34830 members 
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	Iteration 313Q: 3 clusters Score -6624594 nChanged 84
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Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 34914 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14384 members 
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Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -6624661 nChanged 97
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -6624691 nChanged 81
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -6624716 nChanged 81
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Entering Unmasked Estep 
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Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13039 members 
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	Iteration 331Q: 3 clusters Score -6624738 nChanged 82
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Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 36514 members 
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -6624814 nChanged 106
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	Iteration 339Q: 3 clusters Score -6624816 nChanged 104
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	Iteration 340F: 3 clusters Score -6624840 nChanged 118
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -6624963 nChanged 67
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Mstep: Class 1 contains 11077 members 
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	Iteration 350Q: 3 clusters Score -6624967 nChanged 62
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	Iteration 351Q: 3 clusters Score -6624978 nChanged 56
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Mstep: Class 1 contains 10959 members 
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Mstep: Class 1 contains 10821 members 
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Mstep: Class 1 contains 10779 members 
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	Iteration 356Q: 3 clusters Score -6624964 nChanged 36
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	Iteration 357Q: 3 clusters Score -6624974 nChanged 33
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	Iteration 358Q: 3 clusters Score -6624968 nChanged 39
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	Iteration 359Q: 3 clusters Score -6624982 nChanged 38
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	Iteration 360F: 3 clusters Score -6624982 nChanged 34
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	Iteration 361Q: 3 clusters Score -6624986 nChanged 37
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Mstep: Class 1 contains 10564 members 
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	Iteration 362Q: 3 clusters Score -6624990 nChanged 31
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Mstep: Class 1 contains 10533 members 
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	Iteration 363Q: 3 clusters Score -6624994 nChanged 32
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	Iteration 364Q: 3 clusters Score -6624994 nChanged 33
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Mstep: Class 1 contains 10468 members 
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	Iteration 365Q: 3 clusters Score -6625000 nChanged 29
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	Iteration 368Q: 3 clusters Score -6625021 nChanged 42
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	Iteration 369Q: 3 clusters Score -6625020 nChanged 35
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	Iteration 370Q: 3 clusters Score -6625011 nChanged 32
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	Iteration 371Q: 3 clusters Score -6625008 nChanged 32
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	Iteration 372Q: 3 clusters Score -6625020 nChanged 27
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	Iteration 373Q: 3 clusters Score -6625028 nChanged 33
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	Iteration 375Q: 3 clusters Score -6625050 nChanged 36
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	Iteration 376Q: 3 clusters Score -6625048 nChanged 42
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	Iteration 377Q: 3 clusters Score -6625050 nChanged 55
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	Iteration 378Q: 3 clusters Score -6625065 nChanged 58
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	Iteration 379Q: 3 clusters Score -6625050 nChanged 68
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	Iteration 380F: 3 clusters Score -6625066 nChanged 67
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	Iteration 381Q: 3 clusters Score -6625058 nChanged 70
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	Iteration 382Q: 3 clusters Score -6625056 nChanged 86
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	Iteration 383Q: 3 clusters Score -6625063 nChanged 80
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	Iteration 386Q: 3 clusters Score -6625074 nChanged 64
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	Iteration 390Q: 3 clusters Score -6625093 nChanged 45
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	Iteration 394Q: 3 clusters Score -6625128 nChanged 29
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	Iteration 395Q: 3 clusters Score -6625132 nChanged 28
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	Iteration 397Q: 3 clusters Score -6625140 nChanged 40
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	Iteration 398Q: 3 clusters Score -6625132 nChanged 42
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	Iteration 399Q: 3 clusters Score -6625149 nChanged 32
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	Iteration 400F: 3 clusters Score -6625132 nChanged 37
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	Iteration 401Q: 3 clusters Score -6625148 nChanged 36
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -6625153 nChanged 30
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Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -6625154 nChanged 25
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Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -6625156 nChanged 18
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Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -6625160 nChanged 14
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Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -6625162 nChanged 19
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Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -6625164 nChanged 29
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Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -6625155 nChanged 31
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Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -6625161 nChanged 37
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -6625172 nChanged 36
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Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -6625167 nChanged 41
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Mstep: Class 1 contains 8420 members 
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -6625172 nChanged 43
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Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -6625166 nChanged 50
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Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -6625216 nChanged 34
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Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -6625217 nChanged 24
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Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -6625226 nChanged 16
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Mstep: Class 1 contains 8088 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8064 members 
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Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -6625214 nChanged 19
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Mstep: Class 1 contains 8045 members 
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Mstep: Class 1 contains 8026 members 
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	Iteration 426Q: 3 clusters Score -6625223 nChanged 16
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	Iteration 427Q: 3 clusters Score -6625204 nChanged 20
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Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 41481 members 
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	Iteration 428Q: 3 clusters Score -6625222 nChanged 11
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Mstep: Class 1 contains 7979 members 
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	Iteration 430Q: 3 clusters Score -6625214 nChanged 16
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Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 41519 members 
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	Iteration 431Q: 3 clusters Score -6625210 nChanged 15
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Mstep: Class 1 contains 7937 members 
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Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -6625216 nChanged 17
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	Iteration 433Q: 3 clusters Score -6625214 nChanged 14
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Mstep: Class 1 contains 7906 members 
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Mstep: Class 1 contains 7892 members 
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	Iteration 435Q: 3 clusters Score -6625228 nChanged 12
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Mstep: Class 1 contains 7880 members 
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	Iteration 436Q: 3 clusters Score -6625226 nChanged 17
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Mstep: Class 1 contains 7863 members 
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Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 41628 members 
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	Iteration 438Q: 3 clusters Score -6625245 nChanged 16
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Mstep: Class 1 contains 7827 members 
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Mstep: Class 1 contains 7811 members 
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	Iteration 440F: 3 clusters Score -6625237 nChanged 16
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Mstep: Class 1 contains 7797 members 
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Mstep: Class 1 contains 7776 members 
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Mstep: Class 2 contains 41719 members 
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Mstep: Class 1 contains 7735 members 
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Mstep: Class 1 contains 7717 members 
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Mstep: Class 1 contains 7701 members 
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Mstep: Class 1 contains 7662 members 
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Mstep: Class 1 contains 7642 members 
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	Iteration 449Q: 3 clusters Score -6625254 nChanged 24
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Mstep: Class 1 contains 7618 members 
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	Iteration 450Q: 3 clusters Score -6625254 nChanged 24
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Mstep: Class 1 contains 7594 members 
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	Iteration 451Q: 3 clusters Score -6625249 nChanged 29
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Mstep: Class 1 contains 7565 members 
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	Iteration 452Q: 3 clusters Score -6625245 nChanged 30
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	Iteration 453Q: 3 clusters Score -6625238 nChanged 20
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Mstep: Class 1 contains 7515 members 
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	Iteration 454Q: 3 clusters Score -6625250 nChanged 7
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Mstep: Class 1 contains 7508 members 
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	Iteration 455Q: 3 clusters Score -6625256 nChanged 8
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Mstep: Class 1 contains 7500 members 
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	Iteration 456Q: 3 clusters Score -6625254 nChanged 7
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Mstep: Class 1 contains 7493 members 
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	Iteration 457Q: 3 clusters Score -6625248 nChanged 11
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Mstep: Class 1 contains 7482 members 
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	Iteration 458Q: 3 clusters Score -6625246 nChanged 11
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Mstep: Class 1 contains 7473 members 
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	Iteration 459Q: 3 clusters Score -6625248 nChanged 13
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Mstep: Class 1 contains 7462 members 
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	Iteration 460F: 3 clusters Score -6625253 nChanged 8
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Mstep: Class 1 contains 7456 members 
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Mstep: Class 1 contains 7446 members 
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	Iteration 462Q: 3 clusters Score -6625256 nChanged 11
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	Iteration 463Q: 3 clusters Score -6625254 nChanged 19
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	Iteration 464Q: 3 clusters Score -6625263 nChanged 21
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	Iteration 465Q: 3 clusters Score -6625268 nChanged 18
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Mstep: Class 1 contains 7379 members 
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	Iteration 466Q: 3 clusters Score -6625264 nChanged 21
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	Iteration 467Q: 3 clusters Score -6625264 nChanged 19
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Mstep: Class 1 contains 7339 members 
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	Iteration 468Q: 3 clusters Score -6625265 nChanged 16
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Mstep: Class 1 contains 7323 members 
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	Iteration 469Q: 3 clusters Score -6625266 nChanged 22
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	Iteration 470Q: 3 clusters Score -6625279 nChanged 22
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Mstep: Class 1 contains 7279 members 
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	Iteration 471Q: 3 clusters Score -6625292 nChanged 15
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	Iteration 474Q: 3 clusters Score -6625280 nChanged 11
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	Iteration 477Q: 3 clusters Score -6625280 nChanged 14
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	Iteration 479Q: 3 clusters Score -6625286 nChanged 11
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	Iteration 480F: 3 clusters Score -6625290 nChanged 10
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	Iteration 481Q: 3 clusters Score -6625290 nChanged 12
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	Iteration 482Q: 3 clusters Score -6625294 nChanged 9
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	Iteration 483Q: 3 clusters Score -6625290 nChanged 10
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	Iteration 484Q: 3 clusters Score -6625285 nChanged 12
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	Iteration 485Q: 3 clusters Score -6625294 nChanged 13
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	Iteration 487Q: 3 clusters Score -6625295 nChanged 16
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	Iteration 488Q: 3 clusters Score -6625306 nChanged 12
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	Iteration 491Q: 3 clusters Score -6625304 nChanged 6
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Entering Unmasked Estep 
Score: -6625304.500000 Penalty: 5361.334473
	Iteration 495Q: 3 clusters Score -6625304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -6625309.500000 Penalty: 5361.334473
	Iteration 496Q: 3 clusters Score -6625310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -6625308.000000 Penalty: 5361.334473
	Iteration 497Q: 3 clusters Score -6625308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6625309.000000 Penalty: 5361.334473
	Iteration 498Q: 3 clusters Score -6625309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6625307.500000 Penalty: 5361.334473
	Iteration 499Q: 3 clusters Score -6625308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6625307.500000 Penalty: 5361.334473
	Iteration 500F: 3 clusters Score -6625308 nChanged 0
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 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 199 members 
Entering Unmasked Estep 
Score: -45149.093750 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45149.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45375.253906 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45375.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45469.902344 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45519.476562 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -45519.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45570.531250 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45570.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45621.007812 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -45621.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45665.210938 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -45665.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45733.023438 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -45733.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45781.921875 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -45781.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45834.183594 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -45834.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45865.246094 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -45865.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45925.781250 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -45925.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46087.457031 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -46087.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46107.523438 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -46107.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46110.671875 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -46110.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46110.671875 Penalty: 2997.145996
	Iteration 15F: 3 clusters Score -46110.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (130526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130526 members 
Entering Unmasked Estep 
Score: -17551330.000000 Penalty: 2921.273193
	Iteration 0F: 2 clusters Score -1.755133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -17472320.000000 Penalty: 5842.546387
	Iteration 0F: 3 clusters Score -1.747232e+07 nChanged 62412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -17507658.000000 Penalty: 5842.546387
	Iteration 1F: 3 clusters Score -1.750766e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -17508546.000000 Penalty: 5842.546387
	Iteration 2Q: 3 clusters Score -1.750855e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -17509624.000000 Penalty: 5842.546387
	Iteration 3Q: 3 clusters Score -1.750962e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -17511108.000000 Penalty: 5842.546387
	Iteration 4Q: 3 clusters Score -1.751111e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -17513924.000000 Penalty: 5842.546387
	Iteration 5Q: 3 clusters Score -1.751392e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -17518160.000000 Penalty: 5842.546387
	Iteration 6Q: 3 clusters Score -1.751816e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -17524104.000000 Penalty: 5842.546387
	Iteration 7F: 3 clusters Score -1.75241e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -17531328.000000 Penalty: 5842.546387
	Iteration 8F: 3 clusters Score -1.753133e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -17537882.000000 Penalty: 5842.546387
	Iteration 9F: 3 clusters Score -1.753788e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -17542302.000000 Penalty: 5842.546387
	Iteration 10Q: 3 clusters Score -1.75423e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -17544792.000000 Penalty: 5842.546387
	Iteration 11Q: 3 clusters Score -1.754479e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -17546316.000000 Penalty: 5842.546387
	Iteration 12Q: 3 clusters Score -1.754632e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115808 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -17547260.000000 Penalty: 5842.546387
	Iteration 13Q: 3 clusters Score -1.754726e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116421 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -17547976.000000 Penalty: 5842.546387
	Iteration 14Q: 3 clusters Score -1.754798e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116862 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -17548398.000000 Penalty: 5842.546387
	Iteration 15Q: 3 clusters Score -1.75484e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -17548658.000000 Penalty: 5842.546387
	Iteration 16Q: 3 clusters Score -1.754866e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -17548868.000000 Penalty: 5842.546387
	Iteration 17Q: 3 clusters Score -1.754887e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117321 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -17548978.000000 Penalty: 5842.546387
	Iteration 18Q: 3 clusters Score -1.754898e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -17549132.000000 Penalty: 5842.546387
	Iteration 19Q: 3 clusters Score -1.754913e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117363 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -17549186.000000 Penalty: 5842.546387
	Iteration 20F: 3 clusters Score -1.754919e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -17549298.000000 Penalty: 5842.546387
	Iteration 21Q: 3 clusters Score -1.75493e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -17549332.000000 Penalty: 5842.546387
	Iteration 22Q: 3 clusters Score -1.754933e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -17549394.000000 Penalty: 5842.546387
	Iteration 23Q: 3 clusters Score -1.754939e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -17549410.000000 Penalty: 5842.546387
	Iteration 24Q: 3 clusters Score -1.754941e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -17549518.000000 Penalty: 5842.546387
	Iteration 25Q: 3 clusters Score -1.754952e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -17549610.000000 Penalty: 5842.546387
	Iteration 26Q: 3 clusters Score -1.754961e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -17549650.000000 Penalty: 5842.546387
	Iteration 27Q: 3 clusters Score -1.754965e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116795 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -17549698.000000 Penalty: 5842.546387
	Iteration 28Q: 3 clusters Score -1.75497e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -17549680.000000 Penalty: 5842.546387
	Iteration 29Q: 3 clusters Score -1.754968e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -17549756.000000 Penalty: 5842.546387
	Iteration 30Q: 3 clusters Score -1.754976e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -17549844.000000 Penalty: 5842.546387
	Iteration 31Q: 3 clusters Score -1.754984e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -17549868.000000 Penalty: 5842.546387
	Iteration 32Q: 3 clusters Score -1.754987e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -17549930.000000 Penalty: 5842.546387
	Iteration 33Q: 3 clusters Score -1.754993e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115719 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -17550042.000000 Penalty: 5842.546387
	Iteration 34Q: 3 clusters Score -1.755004e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -17550102.000000 Penalty: 5842.546387
	Iteration 35Q: 3 clusters Score -1.75501e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -17550144.000000 Penalty: 5842.546387
	Iteration 36Q: 3 clusters Score -1.755014e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -17550254.000000 Penalty: 5842.546387
	Iteration 37Q: 3 clusters Score -1.755025e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114835 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -17550288.000000 Penalty: 5842.546387
	Iteration 38Q: 3 clusters Score -1.755029e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -17550364.000000 Penalty: 5842.546387
	Iteration 39Q: 3 clusters Score -1.755036e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -17550486.000000 Penalty: 5842.546387
	Iteration 40F: 3 clusters Score -1.755049e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -17550590.000000 Penalty: 5842.546387
	Iteration 41Q: 3 clusters Score -1.755059e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -17550712.000000 Penalty: 5842.546387
	Iteration 42Q: 3 clusters Score -1.755071e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113089 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -17550870.000000 Penalty: 5842.546387
	Iteration 43Q: 3 clusters Score -1.755087e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -17551020.000000 Penalty: 5842.546387
	Iteration 44Q: 3 clusters Score -1.755102e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -17551136.000000 Penalty: 5842.546387
	Iteration 45Q: 3 clusters Score -1.755114e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111729 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -17551324.000000 Penalty: 5842.546387
	Iteration 46Q: 3 clusters Score -1.755132e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -17551452.000000 Penalty: 5842.546387
	Iteration 47Q: 3 clusters Score -1.755145e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -17551556.000000 Penalty: 5842.546387
	Iteration 48Q: 3 clusters Score -1.755156e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -17551660.000000 Penalty: 5842.546387
	Iteration 49Q: 3 clusters Score -1.755166e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -17551808.000000 Penalty: 5842.546387
	Iteration 50Q: 3 clusters Score -1.755181e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -17551946.000000 Penalty: 5842.546387
	Iteration 51Q: 3 clusters Score -1.755195e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -17552062.000000 Penalty: 5842.546387
	Iteration 52Q: 3 clusters Score -1.755206e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -17552180.000000 Penalty: 5842.546387
	Iteration 53Q: 3 clusters Score -1.755218e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -17552268.000000 Penalty: 5842.546387
	Iteration 54Q: 3 clusters Score -1.755227e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -17552332.000000 Penalty: 5842.546387
	Iteration 55Q: 3 clusters Score -1.755233e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -17552386.000000 Penalty: 5842.546387
	Iteration 56Q: 3 clusters Score -1.755239e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -17552432.000000 Penalty: 5842.546387
	Iteration 57Q: 3 clusters Score -1.755243e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -17552504.000000 Penalty: 5842.546387
	Iteration 58Q: 3 clusters Score -1.75525e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -17552552.000000 Penalty: 5842.546387
	Iteration 59Q: 3 clusters Score -1.755255e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -17552642.000000 Penalty: 5842.546387
	Iteration 60F: 3 clusters Score -1.755264e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -17552642.000000 Penalty: 5842.546387
	Iteration 61Q: 3 clusters Score -1.755264e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -17552688.000000 Penalty: 5842.546387
	Iteration 62Q: 3 clusters Score -1.755269e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -17552700.000000 Penalty: 5842.546387
	Iteration 63Q: 3 clusters Score -1.75527e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -17552774.000000 Penalty: 5842.546387
	Iteration 64Q: 3 clusters Score -1.755277e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -17552806.000000 Penalty: 5842.546387
	Iteration 65Q: 3 clusters Score -1.755281e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106299 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -17552846.000000 Penalty: 5842.546387
	Iteration 66Q: 3 clusters Score -1.755285e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -17552850.000000 Penalty: 5842.546387
	Iteration 67Q: 3 clusters Score -1.755285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -17552864.000000 Penalty: 5842.546387
	Iteration 68Q: 3 clusters Score -1.755286e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -17552872.000000 Penalty: 5842.546387
	Iteration 69Q: 3 clusters Score -1.755287e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -17552858.000000 Penalty: 5842.546387
	Iteration 70Q: 3 clusters Score -1.755286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -17552862.000000 Penalty: 5842.546387
	Iteration 71Q: 3 clusters Score -1.755286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -17552856.000000 Penalty: 5842.546387
	Iteration 72Q: 3 clusters Score -1.755286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -17552850.000000 Penalty: 5842.546387
	Iteration 73Q: 3 clusters Score -1.755285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -17552860.000000 Penalty: 5842.546387
	Iteration 74Q: 3 clusters Score -1.755286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -17552852.000000 Penalty: 5842.546387
	Iteration 75Q: 3 clusters Score -1.755285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -17552868.000000 Penalty: 5842.546387
	Iteration 76Q: 3 clusters Score -1.755287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -17552872.000000 Penalty: 5842.546387
	Iteration 77Q: 3 clusters Score -1.755287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -17552868.000000 Penalty: 5842.546387
	Iteration 78Q: 3 clusters Score -1.755287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -17552872.000000 Penalty: 5842.546387
	Iteration 79Q: 3 clusters Score -1.755287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -17552850.000000 Penalty: 5842.546387
	Iteration 80F: 3 clusters Score -1.755285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -17552848.000000 Penalty: 5842.546387
	Iteration 81Q: 3 clusters Score -1.755285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -17552860.000000 Penalty: 5842.546387
	Iteration 82Q: 3 clusters Score -1.755286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -17552848.000000 Penalty: 5842.546387
	Iteration 83Q: 3 clusters Score -1.755285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -17552860.000000 Penalty: 5842.546387
	Iteration 84Q: 3 clusters Score -1.755286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -17552860.000000 Penalty: 5842.546387
	Iteration 85Q: 3 clusters Score -1.755286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -17552866.000000 Penalty: 5842.546387
	Iteration 86Q: 3 clusters Score -1.755287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -17552866.000000 Penalty: 5842.546387
	Iteration 87Q: 3 clusters Score -1.755287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -17552852.000000 Penalty: 5842.546387
	Iteration 88Q: 3 clusters Score -1.755285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -17552854.000000 Penalty: 5842.546387
	Iteration 89Q: 3 clusters Score -1.755285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -17552858.000000 Penalty: 5842.546387
	Iteration 90Q: 3 clusters Score -1.755286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -17552858.000000 Penalty: 5842.546387
	Iteration 91F: 3 clusters Score -1.755286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 134 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51115 members 
Mstep: Class 21 contains 49471 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 105915 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 24611 members 
Entering Unmasked Estep 
Score: -62773908.000000 Penalty: 84298.257812
Splitting cluster 23 changes total score from -62770268.000000 to -62773908.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 134 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 51115 members 
Mstep: Class 21 contains 49471 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 105915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777472.000000 Penalty: 84298.257812
Iteration 279Q: 27 clusters Score -6.277747e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 6488 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 22280 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 25919 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 18770 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 29198 members 
Mstep: Class 17 contains 136 members 
Mstep: Class 18 contains 4189 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 51495 members 
Mstep: Class 21 contains 49541 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104302 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 24002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780820.000000 Penalty: 84298.257812
Iteration 280F: 27 clusters Score -6.278082e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 6419 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 22607 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 25486 members 
Mstep: Class 11 contains 21079 members 
Mstep: Class 12 contains 18505 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28874 members 
Mstep: Class 17 contains 140 members 
Mstep: Class 18 contains 4166 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 51286 members 
Mstep: Class 21 contains 49800 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103393 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 25774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781924.000000 Penalty: 84298.257812
Iteration 281Q: 27 clusters Score -6.278192e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 22378 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 25157 members 
Mstep: Class 11 contains 21012 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28655 members 
Mstep: Class 17 contains 140 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 51363 members 
Mstep: Class 21 contains 50298 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103242 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782104.000000 Penalty: 84298.257812
Iteration 282Q: 27 clusters Score -6.27821e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 21978 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 24911 members 
Mstep: Class 11 contains 20962 members 
Mstep: Class 12 contains 18236 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28498 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 51493 members 
Mstep: Class 21 contains 50926 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103241 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782284.000000 Penalty: 84298.257812
Iteration 283Q: 27 clusters Score -6.278228e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 21437 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 24700 members 
Mstep: Class 11 contains 20917 members 
Mstep: Class 12 contains 18126 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28408 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 51633 members 
Mstep: Class 21 contains 51567 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103309 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782544.000000 Penalty: 84298.257812
Iteration 284Q: 27 clusters Score -6.278254e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 20812 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 24504 members 
Mstep: Class 11 contains 20880 members 
Mstep: Class 12 contains 18061 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28332 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 51773 members 
Mstep: Class 21 contains 52270 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103422 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782648.000000 Penalty: 84298.257812
Iteration 285Q: 27 clusters Score -6.278265e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 20185 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5658 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 20853 members 
Mstep: Class 12 contains 18018 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28275 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 51946 members 
Mstep: Class 21 contains 53006 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103500 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782384.000000 Penalty: 84298.257812
Iteration 286Q: 27 clusters Score -6.278238e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 19563 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 20839 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28226 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52094 members 
Mstep: Class 21 contains 53795 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103630 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781912.000000 Penalty: 84298.257812
Iteration 287Q: 27 clusters Score -6.278191e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 18829 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 24092 members 
Mstep: Class 11 contains 20810 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52208 members 
Mstep: Class 21 contains 54799 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103778 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781468.000000 Penalty: 84298.257812
Iteration 288Q: 27 clusters Score -6.278147e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 17996 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 23976 members 
Mstep: Class 11 contains 20806 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28179 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52332 members 
Mstep: Class 21 contains 56077 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103904 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780768.000000 Penalty: 84298.257812
Iteration 289Q: 27 clusters Score -6.278077e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 6410 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 17044 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 23855 members 
Mstep: Class 11 contains 20800 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28189 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52424 members 
Mstep: Class 21 contains 57639 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104044 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780232.000000 Penalty: 84298.257812
Iteration 290Q: 27 clusters Score -6.278023e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 23745 members 
Mstep: Class 11 contains 20803 members 
Mstep: Class 12 contains 17934 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28222 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52473 members 
Mstep: Class 21 contains 59574 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104187 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778648.000000 Penalty: 84298.257812
Iteration 291Q: 27 clusters Score -6.277865e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 14417 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 23639 members 
Mstep: Class 11 contains 20832 members 
Mstep: Class 12 contains 18005 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28277 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52540 members 
Mstep: Class 21 contains 61921 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104332 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776044.000000 Penalty: 84298.257812
Iteration 292Q: 27 clusters Score -6.277604e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 23570 members 
Mstep: Class 11 contains 20856 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28383 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52644 members 
Mstep: Class 21 contains 64667 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104391 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 26337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774240.000000 Penalty: 84298.257812
Iteration 293Q: 27 clusters Score -6.277424e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 9774 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 23478 members 
Mstep: Class 11 contains 20911 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28524 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52745 members 
Mstep: Class 21 contains 67655 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104403 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 25466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773508.000000 Penalty: 84298.257812
Iteration 294Q: 27 clusters Score -6.277351e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 6588 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 7160 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 23346 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 18366 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28655 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52823 members 
Mstep: Class 21 contains 70718 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104271 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 24190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774460.000000 Penalty: 84298.257812
Iteration 295Q: 27 clusters Score -6.277446e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 23231 members 
Mstep: Class 11 contains 21008 members 
Mstep: Class 12 contains 18476 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28731 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 52882 members 
Mstep: Class 21 contains 73681 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 104077 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 22551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3225.436768 but Gain 3242.242188
Score: -62775464.000000 Penalty: 81056.015625
Iteration 296Q: 26 clusters Score -6.277546e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 23128 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 18536 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28807 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 53128 members 
Mstep: Class 21 contains 76491 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103936 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 20746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782800.000000 Penalty: 81056.015625
Iteration 297Q: 26 clusters Score -6.27828e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5639 members 
Mstep: Class 10 contains 23064 members 
Mstep: Class 11 contains 20999 members 
Mstep: Class 12 contains 18467 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28722 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 53073 members 
Mstep: Class 21 contains 78137 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103934 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 19359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783320.000000 Penalty: 81056.015625
Iteration 298Q: 26 clusters Score -6.278332e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 6569 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 22978 members 
Mstep: Class 11 contains 20972 members 
Mstep: Class 12 contains 18407 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28698 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 53047 members 
Mstep: Class 21 contains 79740 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103878 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 18068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783284.000000 Penalty: 81056.015625
Iteration 299Q: 26 clusters Score -6.278328e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 22895 members 
Mstep: Class 11 contains 20948 members 
Mstep: Class 12 contains 18339 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28686 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 53045 members 
Mstep: Class 21 contains 81368 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103817 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 16844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783400.000000 Penalty: 81056.015625
Iteration 300F: 26 clusters Score -6.27834e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 22824 members 
Mstep: Class 11 contains 20936 members 
Mstep: Class 12 contains 18287 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28681 members 
Mstep: Class 17 contains 142 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 246 members 
Mstep: Class 20 contains 53045 members 
Mstep: Class 21 contains 83083 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103688 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783288.000000 Penalty: 81056.015625
Iteration 301Q: 26 clusters Score -6.278329e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 6514 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 22767 members 
Mstep: Class 11 contains 20930 members 
Mstep: Class 12 contains 18245 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28664 members 
Mstep: Class 17 contains 143 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 245 members 
Mstep: Class 20 contains 53036 members 
Mstep: Class 21 contains 84848 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103518 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 14422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783016.000000 Penalty: 81056.015625
Iteration 302Q: 26 clusters Score -6.278302e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 6492 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 22734 members 
Mstep: Class 11 contains 20925 members 
Mstep: Class 12 contains 18223 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28646 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 245 members 
Mstep: Class 20 contains 53070 members 
Mstep: Class 21 contains 86677 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103264 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782632.000000 Penalty: 81056.015625
Iteration 303Q: 26 clusters Score -6.278263e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 22682 members 
Mstep: Class 11 contains 20940 members 
Mstep: Class 12 contains 18177 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28613 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 244 members 
Mstep: Class 20 contains 53137 members 
Mstep: Class 21 contains 88701 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 102839 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 11908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782480.000000 Penalty: 81056.015625
Iteration 304Q: 26 clusters Score -6.278248e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 22627 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 18123 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28611 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 243 members 
Mstep: Class 20 contains 53220 members 
Mstep: Class 21 contains 90820 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 102267 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 10490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782504.000000 Penalty: 81056.015625
Iteration 305Q: 26 clusters Score -6.27825e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 20970 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28613 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 243 members 
Mstep: Class 20 contains 53334 members 
Mstep: Class 21 contains 92979 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 101526 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782788.000000 Penalty: 81056.015625
Iteration 306Q: 26 clusters Score -6.278279e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 11 contains 20971 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28609 members 
Mstep: Class 17 contains 151 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 53495 members 
Mstep: Class 21 contains 95123 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 100508 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 358 members 
Mstep: Class 26 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783304.000000 Penalty: 81056.015625
Iteration 307Q: 26 clusters Score -6.27833e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 22474 members 
Mstep: Class 11 contains 20952 members 
Mstep: Class 12 contains 17950 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28604 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4165 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 53754 members 
Mstep: Class 21 contains 97156 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 99370 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783436.000000 Penalty: 81056.015625
Iteration 308Q: 26 clusters Score -6.278344e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 22457 members 
Mstep: Class 11 contains 20916 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28580 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 54064 members 
Mstep: Class 21 contains 98929 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 98257 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 4941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783520.000000 Penalty: 81056.015625
Iteration 309Q: 26 clusters Score -6.278352e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 22490 members 
Mstep: Class 11 contains 20897 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28557 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 54465 members 
Mstep: Class 21 contains 100229 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97267 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 3014.796143 but Gain 3242.242188
Score: -62783976.000000 Penalty: 77813.773438
Iteration 310Q: 25 clusters Score -6.278398e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 20890 members 
Mstep: Class 12 contains 17751 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28576 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 54995 members 
Mstep: Class 21 contains 101293 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97328 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787832.000000 Penalty: 77813.773438
Iteration 311Q: 25 clusters Score -6.278783e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 22660 members 
Mstep: Class 11 contains 20853 members 
Mstep: Class 12 contains 17657 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28505 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 55298 members 
Mstep: Class 21 contains 101545 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96346 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787748.000000 Penalty: 77813.773438
Iteration 312Q: 25 clusters Score -6.278775e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 22765 members 
Mstep: Class 11 contains 20829 members 
Mstep: Class 12 contains 17592 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28442 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 55632 members 
Mstep: Class 21 contains 101642 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95563 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787808.000000 Penalty: 77813.773438
Iteration 313Q: 25 clusters Score -6.278781e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 22851 members 
Mstep: Class 11 contains 20807 members 
Mstep: Class 12 contains 17543 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28378 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 55904 members 
Mstep: Class 21 contains 101595 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94978 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787624.000000 Penalty: 77813.773438
Iteration 314Q: 25 clusters Score -6.278762e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 22891 members 
Mstep: Class 11 contains 20792 members 
Mstep: Class 12 contains 17490 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28333 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 56151 members 
Mstep: Class 21 contains 101448 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94547 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788052.000000 Penalty: 77813.773438
Iteration 315Q: 25 clusters Score -6.278805e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107579 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5624 members 
Mstep: Class 10 contains 22938 members 
Mstep: Class 11 contains 20775 members 
Mstep: Class 12 contains 17439 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28278 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 56390 members 
Mstep: Class 21 contains 101173 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94273 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788016.000000 Penalty: 77813.773438
Iteration 316Q: 25 clusters Score -6.278802e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 22953 members 
Mstep: Class 11 contains 20754 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28218 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 56599 members 
Mstep: Class 21 contains 100820 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94181 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788072.000000 Penalty: 77813.773438
Iteration 317Q: 25 clusters Score -6.278807e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108202 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 22967 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 17355 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28190 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 56787 members 
Mstep: Class 21 contains 100398 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94160 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788372.000000 Penalty: 77813.773438
Iteration 318Q: 25 clusters Score -6.278837e+07 nChanged 1858
Entering ConstructFrom: 
Score: -62788372.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (108421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Entering Unmasked Estep 
Score: -14621318.000000 Penalty: 2875.256592
	Iteration 0F: 2 clusters Score -1.462132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -14548784.000000 Penalty: 5750.513184
	Iteration 0F: 3 clusters Score -1.454878e+07 nChanged 51387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -14577707.000000 Penalty: 5750.513184
	Iteration 1F: 3 clusters Score -1.457771e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -14578406.000000 Penalty: 5750.513184
	Iteration 2Q: 3 clusters Score -1.457841e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -14578913.000000 Penalty: 5750.513184
	Iteration 3Q: 3 clusters Score -1.457891e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -14579584.000000 Penalty: 5750.513184
	Iteration 4Q: 3 clusters Score -1.457958e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -14580337.000000 Penalty: 5750.513184
	Iteration 5Q: 3 clusters Score -1.458034e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -14581066.000000 Penalty: 5750.513184
	Iteration 6Q: 3 clusters Score -1.458107e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -14581928.000000 Penalty: 5750.513184
	Iteration 7Q: 3 clusters Score -1.458193e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -14583218.000000 Penalty: 5750.513184
	Iteration 8Q: 3 clusters Score -1.458322e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -14585131.000000 Penalty: 5750.513184
	Iteration 9Q: 3 clusters Score -1.458513e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -14588210.000000 Penalty: 5750.513184
	Iteration 10F: 3 clusters Score -1.458821e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -14592566.000000 Penalty: 5750.513184
	Iteration 11F: 3 clusters Score -1.459257e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -14597618.000000 Penalty: 5750.513184
	Iteration 12F: 3 clusters Score -1.459762e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -14601577.000000 Penalty: 5750.513184
	Iteration 13F: 3 clusters Score -1.460158e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -14603703.000000 Penalty: 5750.513184
	Iteration 14Q: 3 clusters Score -1.46037e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -14604983.000000 Penalty: 5750.513184
	Iteration 15Q: 3 clusters Score -1.460498e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -14606144.000000 Penalty: 5750.513184
	Iteration 16Q: 3 clusters Score -1.460614e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -14607383.000000 Penalty: 5750.513184
	Iteration 17Q: 3 clusters Score -1.460738e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -14608920.000000 Penalty: 5750.513184
	Iteration 18Q: 3 clusters Score -1.460892e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -14610502.000000 Penalty: 5750.513184
	Iteration 19Q: 3 clusters Score -1.46105e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -14612038.000000 Penalty: 5750.513184
	Iteration 20F: 3 clusters Score -1.461204e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -14613206.000000 Penalty: 5750.513184
	Iteration 21Q: 3 clusters Score -1.461321e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -14614184.000000 Penalty: 5750.513184
	Iteration 22Q: 3 clusters Score -1.461418e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -14614696.000000 Penalty: 5750.513184
	Iteration 23Q: 3 clusters Score -1.46147e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -14615016.000000 Penalty: 5750.513184
	Iteration 24Q: 3 clusters Score -1.461502e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -14615137.000000 Penalty: 5750.513184
	Iteration 25Q: 3 clusters Score -1.461514e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -14615212.000000 Penalty: 5750.513184
	Iteration 26Q: 3 clusters Score -1.461521e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -14615287.000000 Penalty: 5750.513184
	Iteration 27Q: 3 clusters Score -1.461529e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -14615333.000000 Penalty: 5750.513184
	Iteration 28Q: 3 clusters Score -1.461533e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -14615399.000000 Penalty: 5750.513184
	Iteration 29Q: 3 clusters Score -1.46154e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -14615427.000000 Penalty: 5750.513184
	Iteration 30Q: 3 clusters Score -1.461543e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -14615438.000000 Penalty: 5750.513184
	Iteration 31Q: 3 clusters Score -1.461544e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -14615458.000000 Penalty: 5750.513184
	Iteration 32Q: 3 clusters Score -1.461546e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -14615447.000000 Penalty: 5750.513184
	Iteration 33Q: 3 clusters Score -1.461545e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -14615481.000000 Penalty: 5750.513184
	Iteration 34Q: 3 clusters Score -1.461548e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -14615496.000000 Penalty: 5750.513184
	Iteration 35Q: 3 clusters Score -1.46155e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -14615486.000000 Penalty: 5750.513184
	Iteration 36Q: 3 clusters Score -1.461549e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -14615479.000000 Penalty: 5750.513184
	Iteration 37Q: 3 clusters Score -1.461548e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -14615476.000000 Penalty: 5750.513184
	Iteration 38Q: 3 clusters Score -1.461548e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -14615474.000000 Penalty: 5750.513184
	Iteration 39Q: 3 clusters Score -1.461547e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -14615490.000000 Penalty: 5750.513184
	Iteration 40F: 3 clusters Score -1.461549e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -14615488.000000 Penalty: 5750.513184
	Iteration 41Q: 3 clusters Score -1.461549e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -14615489.000000 Penalty: 5750.513184
	Iteration 42Q: 3 clusters Score -1.461549e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -14615514.000000 Penalty: 5750.513184
	Iteration 43Q: 3 clusters Score -1.461551e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -14615497.000000 Penalty: 5750.513184
	Iteration 44Q: 3 clusters Score -1.46155e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -14615558.000000 Penalty: 5750.513184
	Iteration 45Q: 3 clusters Score -1.461556e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -14615560.000000 Penalty: 5750.513184
	Iteration 46Q: 3 clusters Score -1.461556e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -14615582.000000 Penalty: 5750.513184
	Iteration 47Q: 3 clusters Score -1.461558e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -14615561.000000 Penalty: 5750.513184
	Iteration 48Q: 3 clusters Score -1.461556e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -14615576.000000 Penalty: 5750.513184
	Iteration 49Q: 3 clusters Score -1.461558e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -14615554.000000 Penalty: 5750.513184
	Iteration 50Q: 3 clusters Score -1.461555e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -14615559.000000 Penalty: 5750.513184
	Iteration 51Q: 3 clusters Score -1.461556e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -14615511.000000 Penalty: 5750.513184
	Iteration 52Q: 3 clusters Score -1.461551e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -14615519.000000 Penalty: 5750.513184
	Iteration 53Q: 3 clusters Score -1.461552e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -14615529.000000 Penalty: 5750.513184
	Iteration 54Q: 3 clusters Score -1.461553e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -14615548.000000 Penalty: 5750.513184
	Iteration 55Q: 3 clusters Score -1.461555e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -14615555.000000 Penalty: 5750.513184
	Iteration 56Q: 3 clusters Score -1.461556e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -14615518.000000 Penalty: 5750.513184
	Iteration 57Q: 3 clusters Score -1.461552e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -14615524.000000 Penalty: 5750.513184
	Iteration 58Q: 3 clusters Score -1.461552e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -14615501.000000 Penalty: 5750.513184
	Iteration 59Q: 3 clusters Score -1.46155e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -14615478.000000 Penalty: 5750.513184
	Iteration 60F: 3 clusters Score -1.461548e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -14615492.000000 Penalty: 5750.513184
	Iteration 61Q: 3 clusters Score -1.461549e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -14615524.000000 Penalty: 5750.513184
	Iteration 62Q: 3 clusters Score -1.461552e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -14615538.000000 Penalty: 5750.513184
	Iteration 63Q: 3 clusters Score -1.461554e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -14615532.000000 Penalty: 5750.513184
	Iteration 64Q: 3 clusters Score -1.461553e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -14615533.000000 Penalty: 5750.513184
	Iteration 65Q: 3 clusters Score -1.461553e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -14615532.000000 Penalty: 5750.513184
	Iteration 66Q: 3 clusters Score -1.461553e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -14615533.000000 Penalty: 5750.513184
	Iteration 67Q: 3 clusters Score -1.461553e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -14615530.000000 Penalty: 5750.513184
	Iteration 68Q: 3 clusters Score -1.461553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -14615517.000000 Penalty: 5750.513184
	Iteration 69Q: 3 clusters Score -1.461552e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -14615512.000000 Penalty: 5750.513184
	Iteration 70Q: 3 clusters Score -1.461551e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -14615513.000000 Penalty: 5750.513184
	Iteration 71Q: 3 clusters Score -1.461551e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -14615493.000000 Penalty: 5750.513184
	Iteration 72Q: 3 clusters Score -1.461549e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -14615519.000000 Penalty: 5750.513184
	Iteration 73Q: 3 clusters Score -1.461552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -14615528.000000 Penalty: 5750.513184
	Iteration 74Q: 3 clusters Score -1.461553e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -14615547.000000 Penalty: 5750.513184
	Iteration 75Q: 3 clusters Score -1.461555e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -14615547.000000 Penalty: 5750.513184
	Iteration 76Q: 3 clusters Score -1.461555e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -14615512.000000 Penalty: 5750.513184
	Iteration 77Q: 3 clusters Score -1.461551e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -14615504.000000 Penalty: 5750.513184
	Iteration 78Q: 3 clusters Score -1.46155e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -14615526.000000 Penalty: 5750.513184
	Iteration 79Q: 3 clusters Score -1.461553e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -14615525.000000 Penalty: 5750.513184
	Iteration 80F: 3 clusters Score -1.461552e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -14615471.000000 Penalty: 5750.513184
	Iteration 81Q: 3 clusters Score -1.461547e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -14615411.000000 Penalty: 5750.513184
	Iteration 82Q: 3 clusters Score -1.461541e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -14615201.000000 Penalty: 5750.513184
	Iteration 83Q: 3 clusters Score -1.46152e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -14614872.000000 Penalty: 5750.513184
	Iteration 84Q: 3 clusters Score -1.461487e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -14614426.000000 Penalty: 5750.513184
	Iteration 85Q: 3 clusters Score -1.461443e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -14613632.000000 Penalty: 5750.513184
	Iteration 86Q: 3 clusters Score -1.461363e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -14612667.000000 Penalty: 5750.513184
	Iteration 87Q: 3 clusters Score -1.461267e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -14611691.000000 Penalty: 5750.513184
	Iteration 88Q: 3 clusters Score -1.461169e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -14610966.000000 Penalty: 5750.513184
	Iteration 89Q: 3 clusters Score -1.461097e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -14610446.000000 Penalty: 5750.513184
	Iteration 90Q: 3 clusters Score -1.461045e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -14609835.000000 Penalty: 5750.513184
	Iteration 91Q: 3 clusters Score -1.460984e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -14609401.000000 Penalty: 5750.513184
	Iteration 92Q: 3 clusters Score -1.46094e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -14609044.000000 Penalty: 5750.513184
	Iteration 93Q: 3 clusters Score -1.460904e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -14608918.000000 Penalty: 5750.513184
	Iteration 94Q: 3 clusters Score -1.460892e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -14608795.000000 Penalty: 5750.513184
	Iteration 95Q: 3 clusters Score -1.46088e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -14608663.000000 Penalty: 5750.513184
	Iteration 96Q: 3 clusters Score -1.460866e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -14608632.000000 Penalty: 5750.513184
	Iteration 97Q: 3 clusters Score -1.460863e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -14608448.000000 Penalty: 5750.513184
	Iteration 98Q: 3 clusters Score -1.460845e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -14608259.000000 Penalty: 5750.513184
	Iteration 99Q: 3 clusters Score -1.460826e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88458 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -14609279.000000 Penalty: 5750.513184
	Iteration 100F: 3 clusters Score -1.460928e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -14609469.000000 Penalty: 5750.513184
	Iteration 101Q: 3 clusters Score -1.460947e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -14609832.000000 Penalty: 5750.513184
	Iteration 102Q: 3 clusters Score -1.460983e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -14610302.000000 Penalty: 5750.513184
	Iteration 103Q: 3 clusters Score -1.46103e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -14613065.000000 Penalty: 5750.513184
	Iteration 104Q: 3 clusters Score -1.461306e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -14614571.000000 Penalty: 5750.513184
	Iteration 105Q: 3 clusters Score -1.461457e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -14615523.000000 Penalty: 5750.513184
	Iteration 106Q: 3 clusters Score -1.461552e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -14616413.000000 Penalty: 5750.513184
	Iteration 107Q: 3 clusters Score -1.461641e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -14617023.000000 Penalty: 5750.513184
	Iteration 108Q: 3 clusters Score -1.461702e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -14617464.000000 Penalty: 5750.513184
	Iteration 109Q: 3 clusters Score -1.461746e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -14617795.000000 Penalty: 5750.513184
	Iteration 110Q: 3 clusters Score -1.46178e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -14618047.000000 Penalty: 5750.513184
	Iteration 111Q: 3 clusters Score -1.461805e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14618229.000000 Penalty: 5750.513184
	Iteration 112Q: 3 clusters Score -1.461823e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14618370.000000 Penalty: 5750.513184
	Iteration 113Q: 3 clusters Score -1.461837e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -14618455.000000 Penalty: 5750.513184
	Iteration 114Q: 3 clusters Score -1.461846e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14618514.000000 Penalty: 5750.513184
	Iteration 115Q: 3 clusters Score -1.461851e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14618560.000000 Penalty: 5750.513184
	Iteration 116Q: 3 clusters Score -1.461856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14618592.000000 Penalty: 5750.513184
	Iteration 117Q: 3 clusters Score -1.461859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14618630.000000 Penalty: 5750.513184
	Iteration 118Q: 3 clusters Score -1.461863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -14618659.000000 Penalty: 5750.513184
	Iteration 119Q: 3 clusters Score -1.461866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14618685.000000 Penalty: 5750.513184
	Iteration 120F: 3 clusters Score -1.461868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14618708.000000 Penalty: 5750.513184
	Iteration 121Q: 3 clusters Score -1.461871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14618723.000000 Penalty: 5750.513184
	Iteration 122Q: 3 clusters Score -1.461872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14618739.000000 Penalty: 5750.513184
	Iteration 123Q: 3 clusters Score -1.461874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14618758.000000 Penalty: 5750.513184
	Iteration 124Q: 3 clusters Score -1.461876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14618781.000000 Penalty: 5750.513184
	Iteration 125Q: 3 clusters Score -1.461878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107687 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14618770.000000 Penalty: 5750.513184
	Iteration 126Q: 3 clusters Score -1.461877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14618785.000000 Penalty: 5750.513184
	Iteration 127Q: 3 clusters Score -1.461878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14618778.000000 Penalty: 5750.513184
	Iteration 128Q: 3 clusters Score -1.461878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14618772.000000 Penalty: 5750.513184
	Iteration 129Q: 3 clusters Score -1.461877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14618784.000000 Penalty: 5750.513184
	Iteration 130Q: 3 clusters Score -1.461878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14618801.000000 Penalty: 5750.513184
	Iteration 131Q: 3 clusters Score -1.46188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14618794.000000 Penalty: 5750.513184
	Iteration 132Q: 3 clusters Score -1.461879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14618794.000000 Penalty: 5750.513184
	Iteration 133F: 3 clusters Score -1.461879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -373269.656250 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -373269.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -369962.250000 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -369962.2 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -370648.375000 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -370648.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -370800.406250 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -370800.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -370893.062500 Penalty: 3967.174316
	Iteration 3Q: 3 clusters Score -370893.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -370962.718750 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -370962.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -371012.281250 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -371012.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -371056.625000 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -371056.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -371092.562500 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -371092.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -371131.312500 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -371131.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -371166.156250 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -371166.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -371201.500000 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -371201.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -371231.093750 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -371231.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -371262.281250 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -371262.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -371289.625000 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -371289.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -371323.281250 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -371323.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -371361.750000 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -371361.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -371390.781250 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -371390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -371407.218750 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -371407.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -371429.906250 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -371429.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -371455.187500 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -371455.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -371474.562500 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -371474.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -371484.781250 Penalty: 3967.174316
	Iteration 21Q: 3 clusters Score -371484.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -371495.062500 Penalty: 3967.174316
	Iteration 22Q: 3 clusters Score -371495.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -371505.531250 Penalty: 3967.174316
	Iteration 23Q: 3 clusters Score -371505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -371512.937500 Penalty: 3967.174316
	Iteration 24Q: 3 clusters Score -371512.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -371524.937500 Penalty: 3967.174316
	Iteration 25Q: 3 clusters Score -371524.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -371531.593750 Penalty: 3967.174316
	Iteration 26Q: 3 clusters Score -371531.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -371538.531250 Penalty: 3967.174316
	Iteration 27Q: 3 clusters Score -371538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -371545.562500 Penalty: 3967.174316
	Iteration 28Q: 3 clusters Score -371545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -371553.875000 Penalty: 3967.174316
	Iteration 29Q: 3 clusters Score -371553.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -371562.250000 Penalty: 3967.174316
	Iteration 30Q: 3 clusters Score -371562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -371565.437500 Penalty: 3967.174316
	Iteration 31Q: 3 clusters Score -371565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -371567.937500 Penalty: 3967.174316
	Iteration 32Q: 3 clusters Score -371567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -371570.937500 Penalty: 3967.174316
	Iteration 33Q: 3 clusters Score -371570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -371571.687500 Penalty: 3967.174316
	Iteration 34Q: 3 clusters Score -371571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -371573.281250 Penalty: 3967.174316
	Iteration 35Q: 3 clusters Score -371573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -371573.593750 Penalty: 3967.174316
	Iteration 36Q: 3 clusters Score -371573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -371573.906250 Penalty: 3967.174316
	Iteration 37Q: 3 clusters Score -371573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -371574.250000 Penalty: 3967.174316
	Iteration 38Q: 3 clusters Score -371574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -371574.250000 Penalty: 3967.174316
	Iteration 39F: 3 clusters Score -371574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -67044.085938 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -67044.09 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 321 members 
Entering Unmasked Estep 
Score: -65435.859375 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -65435.86 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65707.078125 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -65707.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65923.437500 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -65923.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66093.359375 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -66093.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66243.218750 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -66243.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66363.132812 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -66363.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66477.593750 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -66477.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66711.617188 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -66711.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66798.742188 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -66798.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66836.117188 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -66836.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66855.226562 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -66855.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66876.726562 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -66876.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66879.101562 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -66879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66882.765625 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -66882.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66891.734375 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -66891.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66906.523438 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -66906.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66915.804688 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -66915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66917.531250 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -66917.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66917.531250 Penalty: 3166.219238
	Iteration 18F: 3 clusters Score -66917.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -185054.843750 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -185054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -182850.203125 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -182850.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -183188.078125 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -183188.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -183279.171875 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -183279.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -183313.125000 Penalty: 3597.721436
	Iteration 3Q: 3 clusters Score -183313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -183327.281250 Penalty: 3597.721436
	Iteration 4Q: 3 clusters Score -183327.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -183341.546875 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -183341.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -183352.437500 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -183352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -183360.546875 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -183360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183371.218750 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -183371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183380.031250 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -183380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -183386.859375 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -183386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -183391.640625 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -183391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -183395.390625 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -183395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -183399.109375 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -183399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -183408.859375 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -183408.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -183421.890625 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -183421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -183429.375000 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -183429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183437.890625 Penalty: 3597.721436
	Iteration 17Q: 3 clusters Score -183437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183447.718750 Penalty: 3597.721436
	Iteration 18Q: 3 clusters Score -183447.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -183457.109375 Penalty: 3597.721436
	Iteration 19Q: 3 clusters Score -183457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183464.968750 Penalty: 3597.721436
	Iteration 20F: 3 clusters Score -183465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183473.250000 Penalty: 3597.721436
	Iteration 21Q: 3 clusters Score -183473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183477.140625 Penalty: 3597.721436
	Iteration 22Q: 3 clusters Score -183477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183478.937500 Penalty: 3597.721436
	Iteration 23Q: 3 clusters Score -183478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183480.796875 Penalty: 3597.721436
	Iteration 24Q: 3 clusters Score -183480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183480.796875 Penalty: 3597.721436
	Iteration 25F: 3 clusters Score -183480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -844891.375000 Penalty: 2167.841553
	Iteration 0F: 2 clusters Score -844891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -839571.562500 Penalty: 4335.683105
	Iteration 0F: 3 clusters Score -839571.6 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -840929.312500 Penalty: 4335.683105
	Iteration 1F: 3 clusters Score -840929.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -841154.625000 Penalty: 4335.683105
	Iteration 2F: 3 clusters Score -841154.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -841316.312500 Penalty: 4335.683105
	Iteration 3Q: 3 clusters Score -841316.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -841486.875000 Penalty: 4335.683105
	Iteration 4Q: 3 clusters Score -841486.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -841669.125000 Penalty: 4335.683105
	Iteration 5Q: 3 clusters Score -841669.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -841941.562500 Penalty: 4335.683105
	Iteration 6Q: 3 clusters Score -841941.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -842279.750000 Penalty: 4335.683105
	Iteration 7F: 3 clusters Score -842279.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -842659.437500 Penalty: 4335.683105
	Iteration 8F: 3 clusters Score -842659.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -842999.875000 Penalty: 4335.683105
	Iteration 9F: 3 clusters Score -842999.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -843230.125000 Penalty: 4335.683105
	Iteration 10Q: 3 clusters Score -843230.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -843405.500000 Penalty: 4335.683105
	Iteration 11Q: 3 clusters Score -843405.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -843503.062500 Penalty: 4335.683105
	Iteration 12Q: 3 clusters Score -843503.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -843559.312500 Penalty: 4335.683105
	Iteration 13Q: 3 clusters Score -843559.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -843596.875000 Penalty: 4335.683105
	Iteration 14Q: 3 clusters Score -843596.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -843628.875000 Penalty: 4335.683105
	Iteration 15Q: 3 clusters Score -843628.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -843658.375000 Penalty: 4335.683105
	Iteration 16Q: 3 clusters Score -843658.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -843681.750000 Penalty: 4335.683105
	Iteration 17Q: 3 clusters Score -843681.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -843699.937500 Penalty: 4335.683105
	Iteration 18Q: 3 clusters Score -843699.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -843715.062500 Penalty: 4335.683105
	Iteration 19Q: 3 clusters Score -843715.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -843725.937500 Penalty: 4335.683105
	Iteration 20F: 3 clusters Score -843725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -843732.500000 Penalty: 4335.683105
	Iteration 21Q: 3 clusters Score -843732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -843734.500000 Penalty: 4335.683105
	Iteration 22Q: 3 clusters Score -843734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -843736.687500 Penalty: 4335.683105
	Iteration 23Q: 3 clusters Score -843736.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -843740.687500 Penalty: 4335.683105
	Iteration 24Q: 3 clusters Score -843740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -843743.500000 Penalty: 4335.683105
	Iteration 25Q: 3 clusters Score -843743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -843743.562500 Penalty: 4335.683105
	Iteration 26Q: 3 clusters Score -843743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -843745.812500 Penalty: 4335.683105
	Iteration 27Q: 3 clusters Score -843745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -843747.375000 Penalty: 4335.683105
	Iteration 28Q: 3 clusters Score -843747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -843747.687500 Penalty: 4335.683105
	Iteration 29Q: 3 clusters Score -843747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -843750.625000 Penalty: 4335.683105
	Iteration 30Q: 3 clusters Score -843750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -843752.937500 Penalty: 4335.683105
	Iteration 31Q: 3 clusters Score -843752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -843753.687500 Penalty: 4335.683105
	Iteration 32Q: 3 clusters Score -843753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -843753.625000 Penalty: 4335.683105
	Iteration 33Q: 3 clusters Score -843753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -843753.625000 Penalty: 4335.683105
	Iteration 34F: 3 clusters Score -843753.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -405933.062500 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -405933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -402629.062500 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -402629.1 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -403276.281250 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -403276.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -403461.406250 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -403461.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -403596.875000 Penalty: 3981.951904
	Iteration 3F: 3 clusters Score -403596.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -403685.718750 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -403685.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -403755.187500 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -403755.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -403818.125000 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -403818.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -403892.875000 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -403892.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -403957.875000 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -403957.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -404016.250000 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -404016.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -404072.968750 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -404073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -404117.687500 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -404117.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -404163.000000 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -404163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -404219.156250 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -404219.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -404276.062500 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -404276.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -404335.093750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -404335.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -404406.500000 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -404406.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -404487.312500 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -404487.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -404579.281250 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -404579.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -404654.062500 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -404654.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -404743.937500 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -404743.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -404914.687500 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -404914.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405170.000000 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -405170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -405429.625000 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -405429.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -405549.187500 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -405549.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -405610.718750 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -405610.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -405648.500000 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -405648.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -405673.093750 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -405673.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -405687.750000 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -405687.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -405702.218750 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -405702.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -405714.562500 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -405714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -405717.781250 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -405717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -405720.406250 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -405720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -405722.718750 Penalty: 3981.951904
	Iteration 33Q: 3 clusters Score -405722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -405724.750000 Penalty: 3981.951904
	Iteration 34Q: 3 clusters Score -405724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -405725.687500 Penalty: 3981.951904
	Iteration 35Q: 3 clusters Score -405725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -405726.906250 Penalty: 3981.951904
	Iteration 36Q: 3 clusters Score -405726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -405731.125000 Penalty: 3981.951904
	Iteration 37Q: 3 clusters Score -405731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -405733.031250 Penalty: 3981.951904
	Iteration 38Q: 3 clusters Score -405733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -405734.000000 Penalty: 3981.951904
	Iteration 39Q: 3 clusters Score -405734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -405735.406250 Penalty: 3981.951904
	Iteration 40F: 3 clusters Score -405735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -405737.343750 Penalty: 3981.951904
	Iteration 41Q: 3 clusters Score -405737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -405739.406250 Penalty: 3981.951904
	Iteration 42Q: 3 clusters Score -405739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -405740.031250 Penalty: 3981.951904
	Iteration 43Q: 3 clusters Score -405740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -405740.125000 Penalty: 3981.951904
	Iteration 44Q: 3 clusters Score -405740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -405740.125000 Penalty: 3981.951904
	Iteration 45F: 3 clusters Score -405740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13935.482422 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13935.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13053.455078 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13053.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13071.723633 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13071.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13071.723633 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -13071.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -726856.562500 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -726856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -722004.125000 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -722004.1 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -723322.750000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -723322.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -723629.437500 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -723629.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -723966.812500 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -723966.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -724351.500000 Penalty: 4281.093262
	Iteration 4F: 3 clusters Score -724351.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -724708.312500 Penalty: 4281.093262
	Iteration 5F: 3 clusters Score -724708.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -724980.812500 Penalty: 4281.093262
	Iteration 6F: 3 clusters Score -724980.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -725183.625000 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -725183.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -725341.437500 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -725341.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -725456.625000 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -725456.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -725530.312500 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -725530.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -725581.000000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -725581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -725617.500000 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -725617.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -725645.562500 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -725645.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -725671.187500 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -725671.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -725693.562500 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -725693.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -725713.000000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -725713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -725739.250000 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -725739.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -725760.937500 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -725760.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -725781.812500 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -725781.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -725797.937500 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -725797.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -725818.000000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -725818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -725837.875000 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -725837.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -725859.062500 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -725859.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -725876.750000 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -725876.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -725889.250000 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -725889.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -725904.625000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -725904.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -725912.250000 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -725912.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -725924.000000 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -725924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -725935.687500 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -725935.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -725945.625000 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -725945.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -725953.000000 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -725953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -725961.875000 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -725961.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -725978.062500 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -725978.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -725993.625000 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -725993.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -726011.437500 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -726011.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -726028.750000 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -726028.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -726047.312500 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -726047.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -726066.812500 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -726066.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -726088.000000 Penalty: 4281.093262
	Iteration 39Q: 3 clusters Score -726088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -726108.312500 Penalty: 4281.093262
	Iteration 40F: 3 clusters Score -726108.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -726126.312500 Penalty: 4281.093262
	Iteration 41Q: 3 clusters Score -726126.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -726148.375000 Penalty: 4281.093262
	Iteration 42Q: 3 clusters Score -726148.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -726170.375000 Penalty: 4281.093262
	Iteration 43Q: 3 clusters Score -726170.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -726184.937500 Penalty: 4281.093262
	Iteration 44Q: 3 clusters Score -726184.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -726198.625000 Penalty: 4281.093262
	Iteration 45Q: 3 clusters Score -726198.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -726217.312500 Penalty: 4281.093262
	Iteration 46Q: 3 clusters Score -726217.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -726228.687500 Penalty: 4281.093262
	Iteration 47Q: 3 clusters Score -726228.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -726240.750000 Penalty: 4281.093262
	Iteration 48Q: 3 clusters Score -726240.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -726253.375000 Penalty: 4281.093262
	Iteration 49Q: 3 clusters Score -726253.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -726264.187500 Penalty: 4281.093262
	Iteration 50Q: 3 clusters Score -726264.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -726275.937500 Penalty: 4281.093262
	Iteration 51Q: 3 clusters Score -726275.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -726290.062500 Penalty: 4281.093262
	Iteration 52Q: 3 clusters Score -726290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -726296.000000 Penalty: 4281.093262
	Iteration 53Q: 3 clusters Score -726296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -726303.062500 Penalty: 4281.093262
	Iteration 54Q: 3 clusters Score -726303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -726307.125000 Penalty: 4281.093262
	Iteration 55Q: 3 clusters Score -726307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -726308.187500 Penalty: 4281.093262
	Iteration 56Q: 3 clusters Score -726308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -726307.875000 Penalty: 4281.093262
	Iteration 57Q: 3 clusters Score -726307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -726307.875000 Penalty: 4281.093262
	Iteration 58F: 3 clusters Score -726307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Entering Unmasked Estep 
Score: -3094799.250000 Penalty: 2490.380371
	Iteration 0F: 2 clusters Score -3094799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3078897.250000 Penalty: 4980.760742
	Iteration 0F: 3 clusters Score -3078897 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3084348.500000 Penalty: 4980.760742
	Iteration 1F: 3 clusters Score -3084348 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3084795.000000 Penalty: 4980.760742
	Iteration 2F: 3 clusters Score -3084795 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3085172.000000 Penalty: 4980.760742
	Iteration 3Q: 3 clusters Score -3085172 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3085533.250000 Penalty: 4980.760742
	Iteration 4Q: 3 clusters Score -3085533 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3085862.000000 Penalty: 4980.760742
	Iteration 5Q: 3 clusters Score -3085862 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3086237.750000 Penalty: 4980.760742
	Iteration 6Q: 3 clusters Score -3086238 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3086656.000000 Penalty: 4980.760742
	Iteration 7Q: 3 clusters Score -3086656 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3087054.750000 Penalty: 4980.760742
	Iteration 8Q: 3 clusters Score -3087055 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3087495.500000 Penalty: 4980.760742
	Iteration 9Q: 3 clusters Score -3087496 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3087985.000000 Penalty: 4980.760742
	Iteration 10Q: 3 clusters Score -3087985 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3088466.250000 Penalty: 4980.760742
	Iteration 11Q: 3 clusters Score -3088466 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3088918.750000 Penalty: 4980.760742
	Iteration 12Q: 3 clusters Score -3088919 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3089442.000000 Penalty: 4980.760742
	Iteration 13Q: 3 clusters Score -3089442 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3089981.500000 Penalty: 4980.760742
	Iteration 14Q: 3 clusters Score -3089982 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3090500.500000 Penalty: 4980.760742
	Iteration 15Q: 3 clusters Score -3090500 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3090914.000000 Penalty: 4980.760742
	Iteration 16Q: 3 clusters Score -3090914 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3091215.000000 Penalty: 4980.760742
	Iteration 17Q: 3 clusters Score -3091215 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3091423.000000 Penalty: 4980.760742
	Iteration 18Q: 3 clusters Score -3091423 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3091564.250000 Penalty: 4980.760742
	Iteration 19Q: 3 clusters Score -3091564 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3091657.000000 Penalty: 4980.760742
	Iteration 20F: 3 clusters Score -3091657 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3091734.250000 Penalty: 4980.760742
	Iteration 21Q: 3 clusters Score -3091734 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3091783.000000 Penalty: 4980.760742
	Iteration 22Q: 3 clusters Score -3091783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3091822.500000 Penalty: 4980.760742
	Iteration 23Q: 3 clusters Score -3091822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3091844.000000 Penalty: 4980.760742
	Iteration 24Q: 3 clusters Score -3091844 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3091867.750000 Penalty: 4980.760742
	Iteration 25Q: 3 clusters Score -3091868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3091894.500000 Penalty: 4980.760742
	Iteration 26Q: 3 clusters Score -3091894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3091892.250000 Penalty: 4980.760742
	Iteration 27Q: 3 clusters Score -3091892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3091898.750000 Penalty: 4980.760742
	Iteration 28Q: 3 clusters Score -3091899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3091907.000000 Penalty: 4980.760742
	Iteration 29Q: 3 clusters Score -3091907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3091916.500000 Penalty: 4980.760742
	Iteration 30Q: 3 clusters Score -3091916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3091932.500000 Penalty: 4980.760742
	Iteration 31Q: 3 clusters Score -3091932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3091924.250000 Penalty: 4980.760742
	Iteration 32Q: 3 clusters Score -3091924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3091937.250000 Penalty: 4980.760742
	Iteration 33Q: 3 clusters Score -3091937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3091947.000000 Penalty: 4980.760742
	Iteration 34Q: 3 clusters Score -3091947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3091944.500000 Penalty: 4980.760742
	Iteration 35Q: 3 clusters Score -3091944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3091948.000000 Penalty: 4980.760742
	Iteration 36Q: 3 clusters Score -3091948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3091951.000000 Penalty: 4980.760742
	Iteration 37Q: 3 clusters Score -3091951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3091951.250000 Penalty: 4980.760742
	Iteration 38Q: 3 clusters Score -3091951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3091954.500000 Penalty: 4980.760742
	Iteration 39Q: 3 clusters Score -3091954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3091957.000000 Penalty: 4980.760742
	Iteration 40F: 3 clusters Score -3091957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3091965.750000 Penalty: 4980.760742
	Iteration 41Q: 3 clusters Score -3091966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3091962.500000 Penalty: 4980.760742
	Iteration 42Q: 3 clusters Score -3091962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3091960.250000 Penalty: 4980.760742
	Iteration 43Q: 3 clusters Score -3091960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3091964.000000 Penalty: 4980.760742
	Iteration 44Q: 3 clusters Score -3091964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3091964.000000 Penalty: 4980.760742
	Iteration 45Q: 3 clusters Score -3091964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3091965.000000 Penalty: 4980.760742
	Iteration 46Q: 3 clusters Score -3091965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3091966.250000 Penalty: 4980.760742
	Iteration 47Q: 3 clusters Score -3091966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3091966.000000 Penalty: 4980.760742
	Iteration 48Q: 3 clusters Score -3091966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3091963.500000 Penalty: 4980.760742
	Iteration 49Q: 3 clusters Score -3091964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3091961.750000 Penalty: 4980.760742
	Iteration 50Q: 3 clusters Score -3091962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3091963.000000 Penalty: 4980.760742
	Iteration 51Q: 3 clusters Score -3091963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3091962.500000 Penalty: 4980.760742
	Iteration 52Q: 3 clusters Score -3091962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3091959.500000 Penalty: 4980.760742
	Iteration 53Q: 3 clusters Score -3091960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3091961.000000 Penalty: 4980.760742
	Iteration 54Q: 3 clusters Score -3091961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3091958.000000 Penalty: 4980.760742
	Iteration 55Q: 3 clusters Score -3091958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3091961.750000 Penalty: 4980.760742
	Iteration 56Q: 3 clusters Score -3091962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3091960.750000 Penalty: 4980.760742
	Iteration 57Q: 3 clusters Score -3091961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3091958.500000 Penalty: 4980.760742
	Iteration 58Q: 3 clusters Score -3091958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3091958.250000 Penalty: 4980.760742
	Iteration 59Q: 3 clusters Score -3091958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3091955.750000 Penalty: 4980.760742
	Iteration 60F: 3 clusters Score -3091956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3091957.000000 Penalty: 4980.760742
	Iteration 61Q: 3 clusters Score -3091957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3091957.000000 Penalty: 4980.760742
	Iteration 62F: 3 clusters Score -3091957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Entering Unmasked Estep 
Score: -2808886.000000 Penalty: 2464.871826
	Iteration 0F: 2 clusters Score -2808886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2794467.250000 Penalty: 4929.743652
	Iteration 0F: 3 clusters Score -2794467 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2799373.000000 Penalty: 4929.743652
	Iteration 1F: 3 clusters Score -2799373 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2799750.750000 Penalty: 4929.743652
	Iteration 2F: 3 clusters Score -2799751 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2800029.250000 Penalty: 4929.743652
	Iteration 3Q: 3 clusters Score -2800029 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2800242.000000 Penalty: 4929.743652
	Iteration 4Q: 3 clusters Score -2800242 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2800453.250000 Penalty: 4929.743652
	Iteration 5Q: 3 clusters Score -2800453 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2800744.250000 Penalty: 4929.743652
	Iteration 6Q: 3 clusters Score -2800744 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2801141.750000 Penalty: 4929.743652
	Iteration 7Q: 3 clusters Score -2801142 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2801712.500000 Penalty: 4929.743652
	Iteration 8Q: 3 clusters Score -2801712 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2802465.500000 Penalty: 4929.743652
	Iteration 9F: 3 clusters Score -2802466 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2803424.500000 Penalty: 4929.743652
	Iteration 10F: 3 clusters Score -2803424 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2804469.250000 Penalty: 4929.743652
	Iteration 11F: 3 clusters Score -2804469 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2805325.750000 Penalty: 4929.743652
	Iteration 12Q: 3 clusters Score -2805326 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2805897.750000 Penalty: 4929.743652
	Iteration 13Q: 3 clusters Score -2805898 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2806313.500000 Penalty: 4929.743652
	Iteration 14Q: 3 clusters Score -2806314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2806553.500000 Penalty: 4929.743652
	Iteration 15Q: 3 clusters Score -2806554 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2806683.750000 Penalty: 4929.743652
	Iteration 16Q: 3 clusters Score -2806684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2806765.000000 Penalty: 4929.743652
	Iteration 17Q: 3 clusters Score -2806765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2806822.750000 Penalty: 4929.743652
	Iteration 18Q: 3 clusters Score -2806823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2806866.750000 Penalty: 4929.743652
	Iteration 19Q: 3 clusters Score -2806867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2806886.500000 Penalty: 4929.743652
	Iteration 20F: 3 clusters Score -2806886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2806896.000000 Penalty: 4929.743652
	Iteration 21Q: 3 clusters Score -2806896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2806905.500000 Penalty: 4929.743652
	Iteration 22Q: 3 clusters Score -2806906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2806907.750000 Penalty: 4929.743652
	Iteration 23Q: 3 clusters Score -2806908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2806910.500000 Penalty: 4929.743652
	Iteration 24Q: 3 clusters Score -2806910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2806916.500000 Penalty: 4929.743652
	Iteration 25Q: 3 clusters Score -2806916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2806923.000000 Penalty: 4929.743652
	Iteration 26Q: 3 clusters Score -2806923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2806924.250000 Penalty: 4929.743652
	Iteration 27Q: 3 clusters Score -2806924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2806925.000000 Penalty: 4929.743652
	Iteration 28Q: 3 clusters Score -2806925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2806929.500000 Penalty: 4929.743652
	Iteration 29Q: 3 clusters Score -2806930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2806927.750000 Penalty: 4929.743652
	Iteration 30Q: 3 clusters Score -2806928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2806933.250000 Penalty: 4929.743652
	Iteration 31Q: 3 clusters Score -2806933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2806940.500000 Penalty: 4929.743652
	Iteration 32Q: 3 clusters Score -2806940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2806942.750000 Penalty: 4929.743652
	Iteration 33Q: 3 clusters Score -2806943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2806942.000000 Penalty: 4929.743652
	Iteration 34Q: 3 clusters Score -2806942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2806941.250000 Penalty: 4929.743652
	Iteration 35Q: 3 clusters Score -2806941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2806941.250000 Penalty: 4929.743652
	Iteration 36F: 3 clusters Score -2806941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Entering Unmasked Estep 
Score: -2354417.250000 Penalty: 2420.198730
	Iteration 0F: 2 clusters Score -2354417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2342116.000000 Penalty: 4840.397461
	Iteration 0F: 3 clusters Score -2342116 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2346181.500000 Penalty: 4840.397461
	Iteration 1F: 3 clusters Score -2346182 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2346644.000000 Penalty: 4840.397461
	Iteration 2F: 3 clusters Score -2346644 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2347009.000000 Penalty: 4840.397461
	Iteration 3F: 3 clusters Score -2347009 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2347315.750000 Penalty: 4840.397461
	Iteration 4Q: 3 clusters Score -2347316 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2347601.250000 Penalty: 4840.397461
	Iteration 5Q: 3 clusters Score -2347601 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2347894.750000 Penalty: 4840.397461
	Iteration 6Q: 3 clusters Score -2347895 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2348204.000000 Penalty: 4840.397461
	Iteration 7Q: 3 clusters Score -2348204 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2348512.250000 Penalty: 4840.397461
	Iteration 8Q: 3 clusters Score -2348512 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2348864.500000 Penalty: 4840.397461
	Iteration 9Q: 3 clusters Score -2348864 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2349238.750000 Penalty: 4840.397461
	Iteration 10Q: 3 clusters Score -2349239 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2349605.500000 Penalty: 4840.397461
	Iteration 11Q: 3 clusters Score -2349606 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2349906.250000 Penalty: 4840.397461
	Iteration 12Q: 3 clusters Score -2349906 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2350120.500000 Penalty: 4840.397461
	Iteration 13Q: 3 clusters Score -2350120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2350262.000000 Penalty: 4840.397461
	Iteration 14Q: 3 clusters Score -2350262 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2350355.500000 Penalty: 4840.397461
	Iteration 15Q: 3 clusters Score -2350356 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2350446.500000 Penalty: 4840.397461
	Iteration 16Q: 3 clusters Score -2350446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2350503.000000 Penalty: 4840.397461
	Iteration 17Q: 3 clusters Score -2350503 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2350557.000000 Penalty: 4840.397461
	Iteration 18Q: 3 clusters Score -2350557 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2350590.000000 Penalty: 4840.397461
	Iteration 19Q: 3 clusters Score -2350590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2350625.500000 Penalty: 4840.397461
	Iteration 20F: 3 clusters Score -2350626 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2350660.000000 Penalty: 4840.397461
	Iteration 21Q: 3 clusters Score -2350660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2350691.500000 Penalty: 4840.397461
	Iteration 22Q: 3 clusters Score -2350692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2350717.000000 Penalty: 4840.397461
	Iteration 23Q: 3 clusters Score -2350717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2350734.500000 Penalty: 4840.397461
	Iteration 24Q: 3 clusters Score -2350734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2350758.000000 Penalty: 4840.397461
	Iteration 25Q: 3 clusters Score -2350758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2350775.750000 Penalty: 4840.397461
	Iteration 26Q: 3 clusters Score -2350776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2350802.000000 Penalty: 4840.397461
	Iteration 27Q: 3 clusters Score -2350802 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2350828.500000 Penalty: 4840.397461
	Iteration 28Q: 3 clusters Score -2350828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2350848.750000 Penalty: 4840.397461
	Iteration 29Q: 3 clusters Score -2350849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2350873.000000 Penalty: 4840.397461
	Iteration 30Q: 3 clusters Score -2350873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2350889.500000 Penalty: 4840.397461
	Iteration 31Q: 3 clusters Score -2350890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2350911.250000 Penalty: 4840.397461
	Iteration 32Q: 3 clusters Score -2350911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2350929.250000 Penalty: 4840.397461
	Iteration 33Q: 3 clusters Score -2350929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2350945.500000 Penalty: 4840.397461
	Iteration 34Q: 3 clusters Score -2350946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2350970.250000 Penalty: 4840.397461
	Iteration 35Q: 3 clusters Score -2350970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2350999.000000 Penalty: 4840.397461
	Iteration 36Q: 3 clusters Score -2350999 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2351024.500000 Penalty: 4840.397461
	Iteration 37Q: 3 clusters Score -2351024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2351048.000000 Penalty: 4840.397461
	Iteration 38Q: 3 clusters Score -2351048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2351072.500000 Penalty: 4840.397461
	Iteration 39Q: 3 clusters Score -2351072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2351098.750000 Penalty: 4840.397461
	Iteration 40F: 3 clusters Score -2351099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2351124.000000 Penalty: 4840.397461
	Iteration 41Q: 3 clusters Score -2351124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2351148.500000 Penalty: 4840.397461
	Iteration 42Q: 3 clusters Score -2351148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2351176.250000 Penalty: 4840.397461
	Iteration 43Q: 3 clusters Score -2351176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2351190.000000 Penalty: 4840.397461
	Iteration 44Q: 3 clusters Score -2351190 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2351219.750000 Penalty: 4840.397461
	Iteration 45Q: 3 clusters Score -2351220 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2351229.500000 Penalty: 4840.397461
	Iteration 46Q: 3 clusters Score -2351230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2351262.000000 Penalty: 4840.397461
	Iteration 47Q: 3 clusters Score -2351262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2351283.000000 Penalty: 4840.397461
	Iteration 48Q: 3 clusters Score -2351283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2351303.750000 Penalty: 4840.397461
	Iteration 49Q: 3 clusters Score -2351304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2351340.250000 Penalty: 4840.397461
	Iteration 50Q: 3 clusters Score -2351340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2351370.500000 Penalty: 4840.397461
	Iteration 51Q: 3 clusters Score -2351370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2351401.750000 Penalty: 4840.397461
	Iteration 52Q: 3 clusters Score -2351402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2351452.000000 Penalty: 4840.397461
	Iteration 53Q: 3 clusters Score -2351452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2351490.500000 Penalty: 4840.397461
	Iteration 54Q: 3 clusters Score -2351490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2351539.000000 Penalty: 4840.397461
	Iteration 55Q: 3 clusters Score -2351539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2351559.000000 Penalty: 4840.397461
	Iteration 56Q: 3 clusters Score -2351559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2351591.500000 Penalty: 4840.397461
	Iteration 57Q: 3 clusters Score -2351592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2351622.750000 Penalty: 4840.397461
	Iteration 58Q: 3 clusters Score -2351623 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2351638.250000 Penalty: 4840.397461
	Iteration 59Q: 3 clusters Score -2351638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2351655.000000 Penalty: 4840.397461
	Iteration 60F: 3 clusters Score -2351655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2351678.250000 Penalty: 4840.397461
	Iteration 61Q: 3 clusters Score -2351678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2351696.000000 Penalty: 4840.397461
	Iteration 62Q: 3 clusters Score -2351696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2351717.500000 Penalty: 4840.397461
	Iteration 63Q: 3 clusters Score -2351718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2351741.000000 Penalty: 4840.397461
	Iteration 64Q: 3 clusters Score -2351741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2351752.750000 Penalty: 4840.397461
	Iteration 65Q: 3 clusters Score -2351753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2351760.500000 Penalty: 4840.397461
	Iteration 66Q: 3 clusters Score -2351760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2351776.250000 Penalty: 4840.397461
	Iteration 67Q: 3 clusters Score -2351776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2351797.000000 Penalty: 4840.397461
	Iteration 68Q: 3 clusters Score -2351797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2351823.500000 Penalty: 4840.397461
	Iteration 69Q: 3 clusters Score -2351824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2351836.500000 Penalty: 4840.397461
	Iteration 70Q: 3 clusters Score -2351836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2351858.750000 Penalty: 4840.397461
	Iteration 71Q: 3 clusters Score -2351859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2351875.250000 Penalty: 4840.397461
	Iteration 72Q: 3 clusters Score -2351875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2351888.750000 Penalty: 4840.397461
	Iteration 73Q: 3 clusters Score -2351889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2351903.000000 Penalty: 4840.397461
	Iteration 74Q: 3 clusters Score -2351903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2351930.000000 Penalty: 4840.397461
	Iteration 75Q: 3 clusters Score -2351930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2351943.000000 Penalty: 4840.397461
	Iteration 76Q: 3 clusters Score -2351943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2351959.250000 Penalty: 4840.397461
	Iteration 77Q: 3 clusters Score -2351959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2351979.250000 Penalty: 4840.397461
	Iteration 78Q: 3 clusters Score -2351979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2352000.000000 Penalty: 4840.397461
	Iteration 79Q: 3 clusters Score -2352000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2352011.750000 Penalty: 4840.397461
	Iteration 80F: 3 clusters Score -2352012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2352025.250000 Penalty: 4840.397461
	Iteration 81Q: 3 clusters Score -2352025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2352039.500000 Penalty: 4840.397461
	Iteration 82Q: 3 clusters Score -2352040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2352058.250000 Penalty: 4840.397461
	Iteration 83Q: 3 clusters Score -2352058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2352067.750000 Penalty: 4840.397461
	Iteration 84Q: 3 clusters Score -2352068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2352084.500000 Penalty: 4840.397461
	Iteration 85Q: 3 clusters Score -2352084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2352098.750000 Penalty: 4840.397461
	Iteration 86Q: 3 clusters Score -2352099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2352108.000000 Penalty: 4840.397461
	Iteration 87Q: 3 clusters Score -2352108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2352123.000000 Penalty: 4840.397461
	Iteration 88Q: 3 clusters Score -2352123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2352126.250000 Penalty: 4840.397461
	Iteration 89Q: 3 clusters Score -2352126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2352132.500000 Penalty: 4840.397461
	Iteration 90Q: 3 clusters Score -2352132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2352138.750000 Penalty: 4840.397461
	Iteration 91Q: 3 clusters Score -2352139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2352138.000000 Penalty: 4840.397461
	Iteration 92Q: 3 clusters Score -2352138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2352148.000000 Penalty: 4840.397461
	Iteration 93Q: 3 clusters Score -2352148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2352151.500000 Penalty: 4840.397461
	Iteration 94Q: 3 clusters Score -2352152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2352162.500000 Penalty: 4840.397461
	Iteration 95Q: 3 clusters Score -2352162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2352170.000000 Penalty: 4840.397461
	Iteration 96Q: 3 clusters Score -2352170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2352181.250000 Penalty: 4840.397461
	Iteration 97Q: 3 clusters Score -2352181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2352182.250000 Penalty: 4840.397461
	Iteration 98Q: 3 clusters Score -2352182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2352188.750000 Penalty: 4840.397461
	Iteration 99Q: 3 clusters Score -2352189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2352193.000000 Penalty: 4840.397461
	Iteration 100F: 3 clusters Score -2352193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2352199.000000 Penalty: 4840.397461
	Iteration 101Q: 3 clusters Score -2352199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2352205.750000 Penalty: 4840.397461
	Iteration 102Q: 3 clusters Score -2352206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2352207.500000 Penalty: 4840.397461
	Iteration 103Q: 3 clusters Score -2352208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2352213.250000 Penalty: 4840.397461
	Iteration 104Q: 3 clusters Score -2352213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2352219.250000 Penalty: 4840.397461
	Iteration 105Q: 3 clusters Score -2352219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2352225.750000 Penalty: 4840.397461
	Iteration 106Q: 3 clusters Score -2352226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2352227.000000 Penalty: 4840.397461
	Iteration 107Q: 3 clusters Score -2352227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2352232.750000 Penalty: 4840.397461
	Iteration 108Q: 3 clusters Score -2352233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2352235.750000 Penalty: 4840.397461
	Iteration 109Q: 3 clusters Score -2352236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2352237.000000 Penalty: 4840.397461
	Iteration 110Q: 3 clusters Score -2352237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2352239.750000 Penalty: 4840.397461
	Iteration 111Q: 3 clusters Score -2352240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2352241.000000 Penalty: 4840.397461
	Iteration 112Q: 3 clusters Score -2352241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2352243.500000 Penalty: 4840.397461
	Iteration 113Q: 3 clusters Score -2352244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2352247.500000 Penalty: 4840.397461
	Iteration 114Q: 3 clusters Score -2352248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2352248.500000 Penalty: 4840.397461
	Iteration 115Q: 3 clusters Score -2352248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2352254.750000 Penalty: 4840.397461
	Iteration 116Q: 3 clusters Score -2352255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2352257.500000 Penalty: 4840.397461
	Iteration 117Q: 3 clusters Score -2352258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2352256.250000 Penalty: 4840.397461
	Iteration 118Q: 3 clusters Score -2352256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2352258.500000 Penalty: 4840.397461
	Iteration 119Q: 3 clusters Score -2352258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2352258.500000 Penalty: 4840.397461
	Iteration 120F: 3 clusters Score -2352258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33590.578125 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33590.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33707.410156 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33707.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33736.164062 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -33736.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33756.769531 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33756.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33762.902344 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33771.550781 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -33771.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33777.683594 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -33777.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33805.289062 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -33805.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33820.042969 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -33820.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33826.804688 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -33826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33830.328125 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -33830.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33830.328125 Penalty: 2853.275879
	Iteration 11F: 3 clusters Score -33830.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -72839.070312 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -72839.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71294.750000 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -71294.75 nChanged 152
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: -71641.406250 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -71641.41 nChanged 44
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: -71826.406250 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -71826.41 nChanged 40
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: -71942.445312 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -71942.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72017.078125 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -72017.08 nChanged 26
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: -72083.351562 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -72083.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72149.570312 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -72149.57 nChanged 16
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: -72191.539062 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -72191.54 nChanged 13
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: -72221.789062 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -72221.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72248.718750 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -72248.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72248.718750 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -72248.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -59252.218750 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -59252.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57737.457031 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -57737.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57944.570312 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -57944.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58054.421875 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -58054.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58121.875000 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -58121.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58171.246094 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -58171.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58192.054688 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -58192.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58207.539062 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -58207.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58220.414062 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -58220.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58230.402344 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -58230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58234.406250 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -58234.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58238.718750 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -58238.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58241.230469 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -58241.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58244.816406 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -58244.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58244.816406 Penalty: 3076.457764
	Iteration 13F: 3 clusters Score -58244.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Entering Unmasked Estep 
Score: -3848277.500000 Penalty: 2540.905518
	Iteration 0F: 2 clusters Score -3848278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3828888.500000 Penalty: 5081.811035
	Iteration 0F: 3 clusters Score -3828888 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3835637.250000 Penalty: 5081.811035
	Iteration 1F: 3 clusters Score -3835637 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3836028.750000 Penalty: 5081.811035
	Iteration 2Q: 3 clusters Score -3836029 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3836371.500000 Penalty: 5081.811035
	Iteration 3Q: 3 clusters Score -3836372 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3836643.000000 Penalty: 5081.811035
	Iteration 4Q: 3 clusters Score -3836643 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3836877.750000 Penalty: 5081.811035
	Iteration 5Q: 3 clusters Score -3836878 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3837088.500000 Penalty: 5081.811035
	Iteration 6Q: 3 clusters Score -3837088 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3837327.250000 Penalty: 5081.811035
	Iteration 7Q: 3 clusters Score -3837327 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3837605.250000 Penalty: 5081.811035
	Iteration 8Q: 3 clusters Score -3837605 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3837971.250000 Penalty: 5081.811035
	Iteration 9Q: 3 clusters Score -3837971 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3838479.000000 Penalty: 5081.811035
	Iteration 10Q: 3 clusters Score -3838479 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3839134.250000 Penalty: 5081.811035
	Iteration 11Q: 3 clusters Score -3839134 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3839959.500000 Penalty: 5081.811035
	Iteration 12Q: 3 clusters Score -3839960 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3840981.250000 Penalty: 5081.811035
	Iteration 13F: 3 clusters Score -3840981 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3842080.000000 Penalty: 5081.811035
	Iteration 14F: 3 clusters Score -3842080 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3843134.500000 Penalty: 5081.811035
	Iteration 15Q: 3 clusters Score -3843134 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3844006.500000 Penalty: 5081.811035
	Iteration 16Q: 3 clusters Score -3844006 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3844621.250000 Penalty: 5081.811035
	Iteration 17Q: 3 clusters Score -3844621 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3845057.000000 Penalty: 5081.811035
	Iteration 18Q: 3 clusters Score -3845057 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3845353.000000 Penalty: 5081.811035
	Iteration 19Q: 3 clusters Score -3845353 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3845577.500000 Penalty: 5081.811035
	Iteration 20F: 3 clusters Score -3845578 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3845679.750000 Penalty: 5081.811035
	Iteration 21Q: 3 clusters Score -3845680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3845763.500000 Penalty: 5081.811035
	Iteration 22Q: 3 clusters Score -3845764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3845843.500000 Penalty: 5081.811035
	Iteration 23Q: 3 clusters Score -3845844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3845914.000000 Penalty: 5081.811035
	Iteration 24Q: 3 clusters Score -3845914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3845964.250000 Penalty: 5081.811035
	Iteration 25Q: 3 clusters Score -3845964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3846006.000000 Penalty: 5081.811035
	Iteration 26Q: 3 clusters Score -3846006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3846024.250000 Penalty: 5081.811035
	Iteration 27Q: 3 clusters Score -3846024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3846040.000000 Penalty: 5081.811035
	Iteration 28Q: 3 clusters Score -3846040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3846047.500000 Penalty: 5081.811035
	Iteration 29Q: 3 clusters Score -3846048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3846049.750000 Penalty: 5081.811035
	Iteration 30Q: 3 clusters Score -3846050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3846055.750000 Penalty: 5081.811035
	Iteration 31Q: 3 clusters Score -3846056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3846055.250000 Penalty: 5081.811035
	Iteration 32Q: 3 clusters Score -3846055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3846053.750000 Penalty: 5081.811035
	Iteration 33Q: 3 clusters Score -3846054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3846058.500000 Penalty: 5081.811035
	Iteration 34Q: 3 clusters Score -3846058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3846061.500000 Penalty: 5081.811035
	Iteration 35Q: 3 clusters Score -3846062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3846069.250000 Penalty: 5081.811035
	Iteration 36Q: 3 clusters Score -3846069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3846078.500000 Penalty: 5081.811035
	Iteration 37Q: 3 clusters Score -3846078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3846078.000000 Penalty: 5081.811035
	Iteration 38Q: 3 clusters Score -3846078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3846083.250000 Penalty: 5081.811035
	Iteration 39Q: 3 clusters Score -3846083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3846086.250000 Penalty: 5081.811035
	Iteration 40F: 3 clusters Score -3846086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3846091.000000 Penalty: 5081.811035
	Iteration 41Q: 3 clusters Score -3846091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3846091.000000 Penalty: 5081.811035
	Iteration 42F: 3 clusters Score -3846091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -14275.392578 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -14275.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13343.990234 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -13343.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13434.893555 Penalty: 2491.844727
	Iteration 1F: 3 clusters Score -13434.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13475.587891 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -13475.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13506.683594 Penalty: 2491.844727
	Iteration 3Q: 3 clusters Score -13506.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13514.419922 Penalty: 2491.844727
	Iteration 4Q: 3 clusters Score -13514.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13550.274414 Penalty: 2491.844727
	Iteration 5Q: 3 clusters Score -13550.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13558.193359 Penalty: 2491.844727
	Iteration 6Q: 3 clusters Score -13558.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13568.140625 Penalty: 2491.844727
	Iteration 7Q: 3 clusters Score -13568.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13588.664062 Penalty: 2491.844727
	Iteration 8Q: 3 clusters Score -13588.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13594.047852 Penalty: 2491.844727
	Iteration 9Q: 3 clusters Score -13594.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13594.047852 Penalty: 2491.844727
	Iteration 10F: 3 clusters Score -13594.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -579781.187500 Penalty: 2086.959717
	Iteration 0F: 2 clusters Score -579781.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -575568.562500 Penalty: 4173.919434
	Iteration 0F: 3 clusters Score -575568.6 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -576567.875000 Penalty: 4173.919434
	Iteration 1F: 3 clusters Score -576567.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -576818.125000 Penalty: 4173.919434
	Iteration 2F: 3 clusters Score -576818.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -577018.500000 Penalty: 4173.919434
	Iteration 3F: 3 clusters Score -577018.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -577278.000000 Penalty: 4173.919434
	Iteration 4F: 3 clusters Score -577278 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -577565.687500 Penalty: 4173.919434
	Iteration 5F: 3 clusters Score -577565.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -577832.125000 Penalty: 4173.919434
	Iteration 6F: 3 clusters Score -577832.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -578069.437500 Penalty: 4173.919434
	Iteration 7F: 3 clusters Score -578069.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -578216.312500 Penalty: 4173.919434
	Iteration 8Q: 3 clusters Score -578216.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -578305.375000 Penalty: 4173.919434
	Iteration 9Q: 3 clusters Score -578305.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -578352.375000 Penalty: 4173.919434
	Iteration 10Q: 3 clusters Score -578352.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -578382.000000 Penalty: 4173.919434
	Iteration 11Q: 3 clusters Score -578382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -578404.375000 Penalty: 4173.919434
	Iteration 12Q: 3 clusters Score -578404.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -578420.062500 Penalty: 4173.919434
	Iteration 13Q: 3 clusters Score -578420.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -578429.812500 Penalty: 4173.919434
	Iteration 14Q: 3 clusters Score -578429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -578439.937500 Penalty: 4173.919434
	Iteration 15Q: 3 clusters Score -578439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -578446.375000 Penalty: 4173.919434
	Iteration 16Q: 3 clusters Score -578446.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -578455.125000 Penalty: 4173.919434
	Iteration 17Q: 3 clusters Score -578455.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -578463.562500 Penalty: 4173.919434
	Iteration 18Q: 3 clusters Score -578463.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -578475.812500 Penalty: 4173.919434
	Iteration 19Q: 3 clusters Score -578475.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -578485.062500 Penalty: 4173.919434
	Iteration 20F: 3 clusters Score -578485.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -578489.312500 Penalty: 4173.919434
	Iteration 21Q: 3 clusters Score -578489.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -578494.750000 Penalty: 4173.919434
	Iteration 22Q: 3 clusters Score -578494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -578502.000000 Penalty: 4173.919434
	Iteration 23Q: 3 clusters Score -578502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -578506.125000 Penalty: 4173.919434
	Iteration 24Q: 3 clusters Score -578506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -578512.062500 Penalty: 4173.919434
	Iteration 25Q: 3 clusters Score -578512.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -578520.937500 Penalty: 4173.919434
	Iteration 26Q: 3 clusters Score -578520.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -578530.000000 Penalty: 4173.919434
	Iteration 27Q: 3 clusters Score -578530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -578537.375000 Penalty: 4173.919434
	Iteration 28Q: 3 clusters Score -578537.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -578542.062500 Penalty: 4173.919434
	Iteration 29Q: 3 clusters Score -578542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -578547.062500 Penalty: 4173.919434
	Iteration 30Q: 3 clusters Score -578547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -578548.000000 Penalty: 4173.919434
	Iteration 31Q: 3 clusters Score -578548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -578549.937500 Penalty: 4173.919434
	Iteration 32Q: 3 clusters Score -578549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -578551.625000 Penalty: 4173.919434
	Iteration 33Q: 3 clusters Score -578551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -578552.562500 Penalty: 4173.919434
	Iteration 34Q: 3 clusters Score -578552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -578554.687500 Penalty: 4173.919434
	Iteration 35Q: 3 clusters Score -578554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -578555.187500 Penalty: 4173.919434
	Iteration 36Q: 3 clusters Score -578555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -578556.312500 Penalty: 4173.919434
	Iteration 37Q: 3 clusters Score -578556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -578556.312500 Penalty: 4173.919434
	Iteration 38F: 3 clusters Score -578556.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19534.572266 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19534.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18563.505859 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18563.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18844.343750 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18844.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18931.888672 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -18931.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18957.345703 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18957.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18983.437500 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -18983.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18983.437500 Penalty: 2722.513184
	Iteration 5F: 3 clusters Score -18983.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Entering Unmasked Estep 
Score: -7484907.000000 Penalty: 2715.564941
	Iteration 0F: 2 clusters Score -7484907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -7446775.500000 Penalty: 5431.129883
	Iteration 0F: 3 clusters Score -7446776 nChanged 26400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -7461398.000000 Penalty: 5431.129883
	Iteration 1F: 3 clusters Score -7461398 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -7462052.500000 Penalty: 5431.129883
	Iteration 2Q: 3 clusters Score -7462052 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -7463015.500000 Penalty: 5431.129883
	Iteration 3Q: 3 clusters Score -7463016 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -7464558.500000 Penalty: 5431.129883
	Iteration 4F: 3 clusters Score -7464558 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7467039.000000 Penalty: 5431.129883
	Iteration 5F: 3 clusters Score -7467039 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -7470344.500000 Penalty: 5431.129883
	Iteration 6F: 3 clusters Score -7470344 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -7474361.500000 Penalty: 5431.129883
	Iteration 7F: 3 clusters Score -7474362 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -7478066.500000 Penalty: 5431.129883
	Iteration 8F: 3 clusters Score -7478066 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -7480417.000000 Penalty: 5431.129883
	Iteration 9Q: 3 clusters Score -7480417 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -7481570.500000 Penalty: 5431.129883
	Iteration 10Q: 3 clusters Score -7481570 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -7482156.000000 Penalty: 5431.129883
	Iteration 11Q: 3 clusters Score -7482156 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7482358.000000 Penalty: 5431.129883
	Iteration 12Q: 3 clusters Score -7482358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -7482433.000000 Penalty: 5431.129883
	Iteration 13Q: 3 clusters Score -7482433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -7482493.500000 Penalty: 5431.129883
	Iteration 14Q: 3 clusters Score -7482494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -7482519.000000 Penalty: 5431.129883
	Iteration 15Q: 3 clusters Score -7482519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -7482554.500000 Penalty: 5431.129883
	Iteration 16Q: 3 clusters Score -7482554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -7482551.500000 Penalty: 5431.129883
	Iteration 17Q: 3 clusters Score -7482552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -7482566.000000 Penalty: 5431.129883
	Iteration 18Q: 3 clusters Score -7482566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -7482564.000000 Penalty: 5431.129883
	Iteration 19Q: 3 clusters Score -7482564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -7482576.000000 Penalty: 5431.129883
	Iteration 20F: 3 clusters Score -7482576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -7482588.000000 Penalty: 5431.129883
	Iteration 21Q: 3 clusters Score -7482588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -7482589.000000 Penalty: 5431.129883
	Iteration 22Q: 3 clusters Score -7482589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -7482606.000000 Penalty: 5431.129883
	Iteration 23Q: 3 clusters Score -7482606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -7482608.000000 Penalty: 5431.129883
	Iteration 24Q: 3 clusters Score -7482608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -7482619.000000 Penalty: 5431.129883
	Iteration 25Q: 3 clusters Score -7482619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -7482619.500000 Penalty: 5431.129883
	Iteration 26Q: 3 clusters Score -7482620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -7482623.500000 Penalty: 5431.129883
	Iteration 27Q: 3 clusters Score -7482624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7482621.500000 Penalty: 5431.129883
	Iteration 28Q: 3 clusters Score -7482622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7482621.500000 Penalty: 5431.129883
	Iteration 29F: 3 clusters Score -7482622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Entering Unmasked Estep 
Score: -13380876.000000 Penalty: 2855.121338
	Iteration 0F: 2 clusters Score -1.338088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -13314907.000000 Penalty: 5710.242676
	Iteration 0F: 3 clusters Score -1.331491e+07 nChanged 47252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -13342309.000000 Penalty: 5710.242676
	Iteration 1F: 3 clusters Score -1.334231e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -13343885.000000 Penalty: 5710.242676
	Iteration 2Q: 3 clusters Score -1.334388e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -13346293.000000 Penalty: 5710.242676
	Iteration 3Q: 3 clusters Score -1.334629e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -13349613.000000 Penalty: 5710.242676
	Iteration 4F: 3 clusters Score -1.334961e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -13354675.000000 Penalty: 5710.242676
	Iteration 5F: 3 clusters Score -1.335468e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -13361067.000000 Penalty: 5710.242676
	Iteration 6F: 3 clusters Score -1.336107e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -13367631.000000 Penalty: 5710.242676
	Iteration 7F: 3 clusters Score -1.336763e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -13372431.000000 Penalty: 5710.242676
	Iteration 8F: 3 clusters Score -1.337243e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -13375363.000000 Penalty: 5710.242676
	Iteration 9Q: 3 clusters Score -1.337536e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -13376823.000000 Penalty: 5710.242676
	Iteration 10Q: 3 clusters Score -1.337682e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -13377784.000000 Penalty: 5710.242676
	Iteration 11Q: 3 clusters Score -1.337778e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -13378413.000000 Penalty: 5710.242676
	Iteration 12Q: 3 clusters Score -1.337841e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -13378916.000000 Penalty: 5710.242676
	Iteration 13Q: 3 clusters Score -1.337892e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -13379236.000000 Penalty: 5710.242676
	Iteration 14Q: 3 clusters Score -1.337924e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -13379407.000000 Penalty: 5710.242676
	Iteration 15Q: 3 clusters Score -1.337941e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -13379590.000000 Penalty: 5710.242676
	Iteration 16Q: 3 clusters Score -1.337959e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -13379725.000000 Penalty: 5710.242676
	Iteration 17Q: 3 clusters Score -1.337972e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -13379771.000000 Penalty: 5710.242676
	Iteration 18Q: 3 clusters Score -1.337977e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -13379924.000000 Penalty: 5710.242676
	Iteration 19Q: 3 clusters Score -1.337992e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -13380029.000000 Penalty: 5710.242676
	Iteration 20F: 3 clusters Score -1.338003e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -13380166.000000 Penalty: 5710.242676
	Iteration 21Q: 3 clusters Score -1.338017e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -13380222.000000 Penalty: 5710.242676
	Iteration 22Q: 3 clusters Score -1.338022e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -13380304.000000 Penalty: 5710.242676
	Iteration 23Q: 3 clusters Score -1.33803e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -13380301.000000 Penalty: 5710.242676
	Iteration 24Q: 3 clusters Score -1.33803e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -13380331.000000 Penalty: 5710.242676
	Iteration 25Q: 3 clusters Score -1.338033e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -13380302.000000 Penalty: 5710.242676
	Iteration 26Q: 3 clusters Score -1.33803e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -13380337.000000 Penalty: 5710.242676
	Iteration 27Q: 3 clusters Score -1.338034e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -13380348.000000 Penalty: 5710.242676
	Iteration 28Q: 3 clusters Score -1.338035e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -13380374.000000 Penalty: 5710.242676
	Iteration 29Q: 3 clusters Score -1.338037e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -13380337.000000 Penalty: 5710.242676
	Iteration 30Q: 3 clusters Score -1.338034e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -13380376.000000 Penalty: 5710.242676
	Iteration 31Q: 3 clusters Score -1.338038e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -13380398.000000 Penalty: 5710.242676
	Iteration 32Q: 3 clusters Score -1.33804e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -13380390.000000 Penalty: 5710.242676
	Iteration 33Q: 3 clusters Score -1.338039e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -13380386.000000 Penalty: 5710.242676
	Iteration 34Q: 3 clusters Score -1.338039e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -13380393.000000 Penalty: 5710.242676
	Iteration 35Q: 3 clusters Score -1.338039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -13380388.000000 Penalty: 5710.242676
	Iteration 36Q: 3 clusters Score -1.338039e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -13380338.000000 Penalty: 5710.242676
	Iteration 37Q: 3 clusters Score -1.338034e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -13380353.000000 Penalty: 5710.242676
	Iteration 38Q: 3 clusters Score -1.338035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -13380339.000000 Penalty: 5710.242676
	Iteration 39Q: 3 clusters Score -1.338034e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -13380327.000000 Penalty: 5710.242676
	Iteration 40F: 3 clusters Score -1.338033e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -13380315.000000 Penalty: 5710.242676
	Iteration 41Q: 3 clusters Score -1.338032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13380312.000000 Penalty: 5710.242676
	Iteration 42Q: 3 clusters Score -1.338031e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -13380308.000000 Penalty: 5710.242676
	Iteration 43Q: 3 clusters Score -1.338031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -13380301.000000 Penalty: 5710.242676
	Iteration 44Q: 3 clusters Score -1.33803e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13380304.000000 Penalty: 5710.242676
	Iteration 45Q: 3 clusters Score -1.33803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -13380309.000000 Penalty: 5710.242676
	Iteration 46Q: 3 clusters Score -1.338031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -13380295.000000 Penalty: 5710.242676
	Iteration 47Q: 3 clusters Score -1.33803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -13380279.000000 Penalty: 5710.242676
	Iteration 48Q: 3 clusters Score -1.338028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -13380278.000000 Penalty: 5710.242676
	Iteration 49Q: 3 clusters Score -1.338028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13380277.000000 Penalty: 5710.242676
	Iteration 50Q: 3 clusters Score -1.338028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -13380262.000000 Penalty: 5710.242676
	Iteration 51Q: 3 clusters Score -1.338026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -13380262.000000 Penalty: 5710.242676
	Iteration 52Q: 3 clusters Score -1.338026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -13380270.000000 Penalty: 5710.242676
	Iteration 53Q: 3 clusters Score -1.338027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -13380257.000000 Penalty: 5710.242676
	Iteration 54Q: 3 clusters Score -1.338026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96969 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13380254.000000 Penalty: 5710.242676
	Iteration 55Q: 3 clusters Score -1.338025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -13380240.000000 Penalty: 5710.242676
	Iteration 56Q: 3 clusters Score -1.338024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13380240.000000 Penalty: 5710.242676
	Iteration 57Q: 3 clusters Score -1.338024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -13380238.000000 Penalty: 5710.242676
	Iteration 58Q: 3 clusters Score -1.338024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13380235.000000 Penalty: 5710.242676
	Iteration 59Q: 3 clusters Score -1.338024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -13380236.000000 Penalty: 5710.242676
	Iteration 60F: 3 clusters Score -1.338024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13380232.000000 Penalty: 5710.242676
	Iteration 61Q: 3 clusters Score -1.338023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -13380228.000000 Penalty: 5710.242676
	Iteration 62Q: 3 clusters Score -1.338023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -13380230.000000 Penalty: 5710.242676
	Iteration 63Q: 3 clusters Score -1.338023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13380245.000000 Penalty: 5710.242676
	Iteration 64Q: 3 clusters Score -1.338024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -13380235.000000 Penalty: 5710.242676
	Iteration 65Q: 3 clusters Score -1.338024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97082 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -13380219.000000 Penalty: 5710.242676
	Iteration 66Q: 3 clusters Score -1.338022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -13380206.000000 Penalty: 5710.242676
	Iteration 67Q: 3 clusters Score -1.338021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -13380174.000000 Penalty: 5710.242676
	Iteration 68Q: 3 clusters Score -1.338017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -13380183.000000 Penalty: 5710.242676
	Iteration 69Q: 3 clusters Score -1.338018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13380178.000000 Penalty: 5710.242676
	Iteration 70Q: 3 clusters Score -1.338018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -13380188.000000 Penalty: 5710.242676
	Iteration 71Q: 3 clusters Score -1.338019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -13380179.000000 Penalty: 5710.242676
	Iteration 72Q: 3 clusters Score -1.338018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -13380177.000000 Penalty: 5710.242676
	Iteration 73Q: 3 clusters Score -1.338018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -13380177.000000 Penalty: 5710.242676
	Iteration 74Q: 3 clusters Score -1.338018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -13380172.000000 Penalty: 5710.242676
	Iteration 75Q: 3 clusters Score -1.338017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13380168.000000 Penalty: 5710.242676
	Iteration 76Q: 3 clusters Score -1.338017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -13380171.000000 Penalty: 5710.242676
	Iteration 77Q: 3 clusters Score -1.338017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -13380170.000000 Penalty: 5710.242676
	Iteration 78Q: 3 clusters Score -1.338017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -13380170.000000 Penalty: 5710.242676
	Iteration 79F: 3 clusters Score -1.338017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45130.687500 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45130.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45343.812500 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45343.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45455.312500 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45455.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45516.691406 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -45516.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45539.078125 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45539.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45547.695312 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -45547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45550.710938 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -45550.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45558.328125 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -45558.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45583.632812 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -45583.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45610.035156 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -45610.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45662.941406 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -45662.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45742.667969 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -45742.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45776.457031 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -45776.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45850.828125 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -45850.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45941.921875 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -45941.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46037.277344 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -46037.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46160.292969 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -46160.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46242.707031 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -46242.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46253.308594 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -46253.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46264.648438 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -46264.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46292.355469 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -46292.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46311.808594 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -46311.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46336.019531 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -46336.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46348.484375 Penalty: 2997.145996
	Iteration 23Q: 3 clusters Score -46348.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46361.851562 Penalty: 2997.145996
	Iteration 24Q: 3 clusters Score -46361.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46363.816406 Penalty: 2997.145996
	Iteration 25Q: 3 clusters Score -46363.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46363.816406 Penalty: 2997.145996
	Iteration 26F: 3 clusters Score -46363.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (94268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Entering Unmasked Estep 
Score: -12715790.000000 Penalty: 2840.566650
	Iteration 0F: 2 clusters Score -1.271579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -12653577.000000 Penalty: 5681.133301
	Iteration 0F: 3 clusters Score -1.265358e+07 nChanged 44560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -12678745.000000 Penalty: 5681.133301
	Iteration 1F: 3 clusters Score -1.267874e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -12679263.000000 Penalty: 5681.133301
	Iteration 2Q: 3 clusters Score -1.267926e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -12679736.000000 Penalty: 5681.133301
	Iteration 3Q: 3 clusters Score -1.267974e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -12680278.000000 Penalty: 5681.133301
	Iteration 4Q: 3 clusters Score -1.268028e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -12680868.000000 Penalty: 5681.133301
	Iteration 5Q: 3 clusters Score -1.268087e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -12681609.000000 Penalty: 5681.133301
	Iteration 6Q: 3 clusters Score -1.268161e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -12682536.000000 Penalty: 5681.133301
	Iteration 7Q: 3 clusters Score -1.268254e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -12683938.000000 Penalty: 5681.133301
	Iteration 8Q: 3 clusters Score -1.268394e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -12686025.000000 Penalty: 5681.133301
	Iteration 9Q: 3 clusters Score -1.268602e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -12689625.000000 Penalty: 5681.133301
	Iteration 10F: 3 clusters Score -1.268962e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -12694814.000000 Penalty: 5681.133301
	Iteration 11F: 3 clusters Score -1.269481e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -12701028.000000 Penalty: 5681.133301
	Iteration 12F: 3 clusters Score -1.270103e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -12706539.000000 Penalty: 5681.133301
	Iteration 13F: 3 clusters Score -1.270654e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -12710273.000000 Penalty: 5681.133301
	Iteration 14Q: 3 clusters Score -1.271027e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 92664 members 
Entering Unmasked Estep 
Score: -12712092.000000 Penalty: 5681.133301
	Iteration 15Q: 3 clusters Score -1.271209e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -12712750.000000 Penalty: 5681.133301
	Iteration 16Q: 3 clusters Score -1.271275e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -12713033.000000 Penalty: 5681.133301
	Iteration 17Q: 3 clusters Score -1.271303e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -12713158.000000 Penalty: 5681.133301
	Iteration 18Q: 3 clusters Score -1.271316e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -12713235.000000 Penalty: 5681.133301
	Iteration 19Q: 3 clusters Score -1.271324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -12713271.000000 Penalty: 5681.133301
	Iteration 20F: 3 clusters Score -1.271327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -12713295.000000 Penalty: 5681.133301
	Iteration 21Q: 3 clusters Score -1.27133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -12713310.000000 Penalty: 5681.133301
	Iteration 22Q: 3 clusters Score -1.271331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -12713314.000000 Penalty: 5681.133301
	Iteration 23Q: 3 clusters Score -1.271331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -12713325.000000 Penalty: 5681.133301
	Iteration 24Q: 3 clusters Score -1.271332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -12713326.000000 Penalty: 5681.133301
	Iteration 25Q: 3 clusters Score -1.271333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -12713327.000000 Penalty: 5681.133301
	Iteration 26Q: 3 clusters Score -1.271333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -12713319.000000 Penalty: 5681.133301
	Iteration 27Q: 3 clusters Score -1.271332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -12713322.000000 Penalty: 5681.133301
	Iteration 28Q: 3 clusters Score -1.271332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -12713324.000000 Penalty: 5681.133301
	Iteration 29Q: 3 clusters Score -1.271332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -12713323.000000 Penalty: 5681.133301
	Iteration 30Q: 3 clusters Score -1.271332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -12713323.000000 Penalty: 5681.133301
	Iteration 31F: 3 clusters Score -1.271332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -27962.019531 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -27962.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26780.699219 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -26780.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26881.414062 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -26881.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26902.251953 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -26902.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26911.314453 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -26911.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26911.314453 Penalty: 2734.660645
	Iteration 4F: 3 clusters Score -26911.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -36694.746094 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -36694.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35435.597656 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -35435.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35659.117188 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -35659.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35796.500000 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -35796.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35981.160156 Penalty: 2915.356934
	Iteration 3F: 3 clusters Score -35981.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36157.726562 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -36157.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36311.093750 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -36311.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36395.105469 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -36395.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36444.093750 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -36444.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36462.050781 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -36462.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36474.191406 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -36474.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36489.570312 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -36489.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36496.167969 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -36496.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36511.378906 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -36511.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36513.121094 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -36513.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36515.464844 Penalty: 2915.356934
	Iteration 14F: 3 clusters Score -36515.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36567.187500 Penalty: 2915.356934
	Iteration 15Q: 3 clusters Score -36567.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36576.234375 Penalty: 2915.356934
	Iteration 16Q: 3 clusters Score -36576.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36582.585938 Penalty: 2915.356934
	Iteration 17Q: 3 clusters Score -36582.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36601.378906 Penalty: 2915.356934
	Iteration 18Q: 3 clusters Score -36601.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36601.378906 Penalty: 2915.356934
	Iteration 19F: 3 clusters Score -36601.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 6256 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 22968 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 17307 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28158 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4515 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 56946 members 
Mstep: Class 21 contains 99966 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94268 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788548.000000 Penalty: 77813.773438
Iteration 319Q: 25 clusters Score -6.278855e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 22955 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 17278 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28123 members 
Mstep: Class 17 contains 152 members 
Mstep: Class 18 contains 4568 members 
Mstep: Class 19 contains 242 members 
Mstep: Class 20 contains 57112 members 
Mstep: Class 21 contains 99569 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94471 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788708.000000 Penalty: 77813.773438
Iteration 320F: 25 clusters Score -6.278871e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 6243 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 22949 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 17241 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28101 members 
Mstep: Class 17 contains 156 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 239 members 
Mstep: Class 20 contains 57288 members 
Mstep: Class 21 contains 99129 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94719 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788716.000000 Penalty: 77813.773438
Iteration 321Q: 25 clusters Score -6.278872e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 6231 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 22938 members 
Mstep: Class 11 contains 20691 members 
Mstep: Class 12 contains 17214 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28067 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 57476 members 
Mstep: Class 21 contains 98737 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94929 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788764.000000 Penalty: 77813.773438
Iteration 322Q: 25 clusters Score -6.278876e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 22936 members 
Mstep: Class 11 contains 20678 members 
Mstep: Class 12 contains 17171 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28028 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 57669 members 
Mstep: Class 21 contains 98419 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95142 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788840.000000 Penalty: 77813.773438
Iteration 323Q: 25 clusters Score -6.278884e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 22924 members 
Mstep: Class 11 contains 20664 members 
Mstep: Class 12 contains 17134 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28002 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 57879 members 
Mstep: Class 21 contains 98115 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95359 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788920.000000 Penalty: 77813.773438
Iteration 324Q: 25 clusters Score -6.278892e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 22920 members 
Mstep: Class 11 contains 20658 members 
Mstep: Class 12 contains 17089 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 58072 members 
Mstep: Class 21 contains 97894 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95520 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789024.000000 Penalty: 77813.773438
Iteration 325Q: 25 clusters Score -6.278902e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 22901 members 
Mstep: Class 11 contains 20654 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27942 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 58248 members 
Mstep: Class 21 contains 97706 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95753 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789048.000000 Penalty: 77813.773438
Iteration 326Q: 25 clusters Score -6.278905e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 22869 members 
Mstep: Class 11 contains 20643 members 
Mstep: Class 12 contains 17028 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27904 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 58444 members 
Mstep: Class 21 contains 97553 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95931 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788964.000000 Penalty: 77813.773438
Iteration 327Q: 25 clusters Score -6.278896e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27871 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 58656 members 
Mstep: Class 21 contains 97411 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96069 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788976.000000 Penalty: 77813.773438
Iteration 328Q: 25 clusters Score -6.278898e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5560 members 
Mstep: Class 10 contains 22769 members 
Mstep: Class 11 contains 20628 members 
Mstep: Class 12 contains 16978 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27830 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 58904 members 
Mstep: Class 21 contains 97350 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96127 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789060.000000 Penalty: 77813.773438
Iteration 329Q: 25 clusters Score -6.278906e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 6174 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 22721 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 16944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27802 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 59142 members 
Mstep: Class 21 contains 97308 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96168 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789084.000000 Penalty: 77813.773438
Iteration 330Q: 25 clusters Score -6.278908e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 6167 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 22676 members 
Mstep: Class 11 contains 20616 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27777 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 59347 members 
Mstep: Class 21 contains 97305 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96177 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789292.000000 Penalty: 77813.773438
Iteration 331Q: 25 clusters Score -6.278929e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 6163 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 22641 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 16867 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27752 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5035 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 59568 members 
Mstep: Class 21 contains 97311 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96157 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789184.000000 Penalty: 77813.773438
Iteration 332Q: 25 clusters Score -6.278918e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5543 members 
Mstep: Class 10 contains 22613 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 16841 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27723 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 59779 members 
Mstep: Class 21 contains 97335 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96100 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789072.000000 Penalty: 77813.773438
Iteration 333Q: 25 clusters Score -6.278907e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107285 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 22589 members 
Mstep: Class 11 contains 20601 members 
Mstep: Class 12 contains 16817 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27690 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 59992 members 
Mstep: Class 21 contains 97388 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95982 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788960.000000 Penalty: 77813.773438
Iteration 334Q: 25 clusters Score -6.278896e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 6136 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 22571 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 16796 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27667 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 60199 members 
Mstep: Class 21 contains 97469 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95819 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789020.000000 Penalty: 77813.773438
Iteration 335Q: 25 clusters Score -6.278902e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5535 members 
Mstep: Class 10 contains 22557 members 
Mstep: Class 11 contains 20587 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27639 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 60358 members 
Mstep: Class 21 contains 97561 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95653 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789092.000000 Penalty: 77813.773438
Iteration 336Q: 25 clusters Score -6.278909e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 6126 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 22532 members 
Mstep: Class 11 contains 20586 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27621 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 60507 members 
Mstep: Class 21 contains 97624 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95462 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789116.000000 Penalty: 77813.773438
Iteration 337Q: 25 clusters Score -6.278912e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 22490 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27607 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 60703 members 
Mstep: Class 21 contains 97689 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95225 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789180.000000 Penalty: 77813.773438
Iteration 338Q: 25 clusters Score -6.278918e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 6092 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 22422 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27584 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 60877 members 
Mstep: Class 21 contains 97751 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95043 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789344.000000 Penalty: 77813.773438
Iteration 339Q: 25 clusters Score -6.278934e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 22369 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27547 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61014 members 
Mstep: Class 21 contains 97786 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94902 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789480.000000 Penalty: 77813.773438
Iteration 340F: 25 clusters Score -6.278948e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 22339 members 
Mstep: Class 11 contains 20572 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27521 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5448 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61134 members 
Mstep: Class 21 contains 97718 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94787 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789816.000000 Penalty: 77813.773438
Iteration 341Q: 25 clusters Score -6.278982e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 22315 members 
Mstep: Class 11 contains 20564 members 
Mstep: Class 12 contains 16720 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27494 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5501 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61268 members 
Mstep: Class 21 contains 97637 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94685 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789708.000000 Penalty: 77813.773438
Iteration 342Q: 25 clusters Score -6.278971e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 6049 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 22312 members 
Mstep: Class 11 contains 20551 members 
Mstep: Class 12 contains 16705 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27471 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5555 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61420 members 
Mstep: Class 21 contains 97479 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94641 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790072.000000 Penalty: 77813.773438
Iteration 343Q: 25 clusters Score -6.279007e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 6032 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 22283 members 
Mstep: Class 11 contains 20541 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27448 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61562 members 
Mstep: Class 21 contains 97321 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94636 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790340.000000 Penalty: 77813.773438
Iteration 344Q: 25 clusters Score -6.279034e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 22250 members 
Mstep: Class 11 contains 20529 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27423 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5666 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61689 members 
Mstep: Class 21 contains 97143 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94642 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790468.000000 Penalty: 77813.773438
Iteration 345Q: 25 clusters Score -6.279047e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 22205 members 
Mstep: Class 11 contains 20518 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27403 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61805 members 
Mstep: Class 21 contains 96878 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94724 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790520.000000 Penalty: 77813.773438
Iteration 346Q: 25 clusters Score -6.279052e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 22161 members 
Mstep: Class 11 contains 20501 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27372 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5752 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61909 members 
Mstep: Class 21 contains 96583 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94874 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790804.000000 Penalty: 77813.773438
Iteration 347Q: 25 clusters Score -6.27908e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108096 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 20486 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27335 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5792 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 61983 members 
Mstep: Class 21 contains 96231 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95119 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790732.000000 Penalty: 77813.773438
Iteration 348Q: 25 clusters Score -6.279073e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 22101 members 
Mstep: Class 11 contains 20477 members 
Mstep: Class 12 contains 16496 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27296 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 62047 members 
Mstep: Class 21 contains 95829 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95414 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790900.000000 Penalty: 77813.773438
Iteration 349Q: 25 clusters Score -6.27909e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 20472 members 
Mstep: Class 12 contains 16461 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27263 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 62089 members 
Mstep: Class 21 contains 95343 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95787 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791040.000000 Penalty: 77813.773438
Iteration 350Q: 25 clusters Score -6.279104e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 20465 members 
Mstep: Class 12 contains 16437 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27235 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 62140 members 
Mstep: Class 21 contains 94778 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96215 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62790996.000000 Penalty: 77813.773438
Iteration 351Q: 25 clusters Score -6.2791e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108630 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5440 members 
Mstep: Class 10 contains 22060 members 
Mstep: Class 11 contains 20455 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27221 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 62187 members 
Mstep: Class 21 contains 94121 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96742 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791268.000000 Penalty: 77813.773438
Iteration 352Q: 25 clusters Score -6.279127e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 22052 members 
Mstep: Class 11 contains 20447 members 
Mstep: Class 12 contains 16407 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27203 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 62243 members 
Mstep: Class 21 contains 93430 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97350 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791728.000000 Penalty: 77813.773438
Iteration 353Q: 25 clusters Score -6.279173e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 3019 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5436 members 
Mstep: Class 10 contains 22046 members 
Mstep: Class 11 contains 20447 members 
Mstep: Class 12 contains 16386 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27189 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5956 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 62265 members 
Mstep: Class 21 contains 92716 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97983 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62792128.000000 Penalty: 77813.773438
Iteration 354Q: 25 clusters Score -6.279213e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 8 contains 122 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 22028 members 
Mstep: Class 11 contains 20437 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27189 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5973 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 62227 members 
Mstep: Class 21 contains 91951 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 98613 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62792364.000000 Penalty: 77813.773438
Iteration 355Q: 25 clusters Score -6.279236e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 22014 members 
Mstep: Class 11 contains 20431 members 
Mstep: Class 12 contains 16323 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27189 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5982 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 62127 members 
Mstep: Class 21 contains 91018 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 99212 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62792676.000000 Penalty: 77813.773438
Iteration 356Q: 25 clusters Score -6.279268e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 22007 members 
Mstep: Class 11 contains 20424 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27172 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5987 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 61966 members 
Mstep: Class 21 contains 89995 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 99898 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62793020.000000 Penalty: 77813.773438
Iteration 357Q: 25 clusters Score -6.279302e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 22003 members 
Mstep: Class 11 contains 20408 members 
Mstep: Class 12 contains 16233 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27146 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5994 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 61740 members 
Mstep: Class 21 contains 88775 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 100620 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62793276.000000 Penalty: 77813.773438
Iteration 358Q: 25 clusters Score -6.279328e+07 nChanged 2922
Entering ConstructFrom: 
Score: -62793276.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (111790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111790 members 
Entering Unmasked Estep 
Score: -15067955.000000 Penalty: 2882.845459
	Iteration 0F: 2 clusters Score -1.506796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -14993003.000000 Penalty: 5765.690918
	Iteration 0F: 3 clusters Score -1.4993e+07 nChanged 53047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -15023606.000000 Penalty: 5765.690918
	Iteration 1F: 3 clusters Score -1.502361e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -15024267.000000 Penalty: 5765.690918
	Iteration 2Q: 3 clusters Score -1.502427e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -15025062.000000 Penalty: 5765.690918
	Iteration 3Q: 3 clusters Score -1.502506e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -15026353.000000 Penalty: 5765.690918
	Iteration 4Q: 3 clusters Score -1.502635e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -15028612.000000 Penalty: 5765.690918
	Iteration 5F: 3 clusters Score -1.502861e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -15032394.000000 Penalty: 5765.690918
	Iteration 6F: 3 clusters Score -1.503239e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -15038368.000000 Penalty: 5765.690918
	Iteration 7F: 3 clusters Score -1.503837e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -15045668.000000 Penalty: 5765.690918
	Iteration 8F: 3 clusters Score -1.504567e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -15055123.000000 Penalty: 5765.690918
	Iteration 9F: 3 clusters Score -1.505512e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -15061682.000000 Penalty: 5765.690918
	Iteration 10Q: 3 clusters Score -1.506168e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15064151.000000 Penalty: 5765.690918
	Iteration 11Q: 3 clusters Score -1.506415e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15064826.000000 Penalty: 5765.690918
	Iteration 12Q: 3 clusters Score -1.506483e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15065072.000000 Penalty: 5765.690918
	Iteration 13Q: 3 clusters Score -1.506507e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111537 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15065177.000000 Penalty: 5765.690918
	Iteration 14Q: 3 clusters Score -1.506518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15065240.000000 Penalty: 5765.690918
	Iteration 15Q: 3 clusters Score -1.506524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15065253.000000 Penalty: 5765.690918
	Iteration 16Q: 3 clusters Score -1.506525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15065261.000000 Penalty: 5765.690918
	Iteration 17Q: 3 clusters Score -1.506526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15065279.000000 Penalty: 5765.690918
	Iteration 18Q: 3 clusters Score -1.506528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15065282.000000 Penalty: 5765.690918
	Iteration 19Q: 3 clusters Score -1.506528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15065284.000000 Penalty: 5765.690918
	Iteration 20F: 3 clusters Score -1.506528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15065286.000000 Penalty: 5765.690918
	Iteration 21Q: 3 clusters Score -1.506529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15065289.000000 Penalty: 5765.690918
	Iteration 22Q: 3 clusters Score -1.506529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15065293.000000 Penalty: 5765.690918
	Iteration 23Q: 3 clusters Score -1.506529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15065293.000000 Penalty: 5765.690918
	Iteration 24F: 3 clusters Score -1.506529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -379848.343750 Penalty: 1987.964844
	Iteration 0F: 2 clusters Score -379848.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -376525.656250 Penalty: 3975.929688
	Iteration 0F: 3 clusters Score -376525.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -377199.187500 Penalty: 3975.929688
	Iteration 1F: 3 clusters Score -377199.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -377372.625000 Penalty: 3975.929688
	Iteration 2F: 3 clusters Score -377372.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -377475.906250 Penalty: 3975.929688
	Iteration 3Q: 3 clusters Score -377475.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -377551.875000 Penalty: 3975.929688
	Iteration 4Q: 3 clusters Score -377551.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -377612.312500 Penalty: 3975.929688
	Iteration 5Q: 3 clusters Score -377612.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377656.312500 Penalty: 3975.929688
	Iteration 6Q: 3 clusters Score -377656.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -377694.843750 Penalty: 3975.929688
	Iteration 7Q: 3 clusters Score -377694.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -377737.687500 Penalty: 3975.929688
	Iteration 8Q: 3 clusters Score -377737.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -377779.250000 Penalty: 3975.929688
	Iteration 9Q: 3 clusters Score -377779.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -377806.781250 Penalty: 3975.929688
	Iteration 10Q: 3 clusters Score -377806.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -377829.750000 Penalty: 3975.929688
	Iteration 11Q: 3 clusters Score -377829.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -377850.750000 Penalty: 3975.929688
	Iteration 12Q: 3 clusters Score -377850.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -377873.656250 Penalty: 3975.929688
	Iteration 13Q: 3 clusters Score -377873.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -377904.281250 Penalty: 3975.929688
	Iteration 14Q: 3 clusters Score -377904.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -377929.781250 Penalty: 3975.929688
	Iteration 15Q: 3 clusters Score -377929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -377956.062500 Penalty: 3975.929688
	Iteration 16Q: 3 clusters Score -377956.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -377981.812500 Penalty: 3975.929688
	Iteration 17Q: 3 clusters Score -377981.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -378008.500000 Penalty: 3975.929688
	Iteration 18Q: 3 clusters Score -378008.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -378038.375000 Penalty: 3975.929688
	Iteration 19Q: 3 clusters Score -378038.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -378064.031250 Penalty: 3975.929688
	Iteration 20F: 3 clusters Score -378064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -378085.062500 Penalty: 3975.929688
	Iteration 21Q: 3 clusters Score -378085.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -378100.843750 Penalty: 3975.929688
	Iteration 22Q: 3 clusters Score -378100.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -378117.750000 Penalty: 3975.929688
	Iteration 23Q: 3 clusters Score -378117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -378129.312500 Penalty: 3975.929688
	Iteration 24Q: 3 clusters Score -378129.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -378142.750000 Penalty: 3975.929688
	Iteration 25Q: 3 clusters Score -378142.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -378161.218750 Penalty: 3975.929688
	Iteration 26Q: 3 clusters Score -378161.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -378179.156250 Penalty: 3975.929688
	Iteration 27Q: 3 clusters Score -378179.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -378201.343750 Penalty: 3975.929688
	Iteration 28Q: 3 clusters Score -378201.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -378223.781250 Penalty: 3975.929688
	Iteration 29Q: 3 clusters Score -378223.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -378243.812500 Penalty: 3975.929688
	Iteration 30Q: 3 clusters Score -378243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -378256.875000 Penalty: 3975.929688
	Iteration 31Q: 3 clusters Score -378256.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -378269.843750 Penalty: 3975.929688
	Iteration 32Q: 3 clusters Score -378269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -378276.562500 Penalty: 3975.929688
	Iteration 33Q: 3 clusters Score -378276.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -378283.625000 Penalty: 3975.929688
	Iteration 34Q: 3 clusters Score -378283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -378289.218750 Penalty: 3975.929688
	Iteration 35Q: 3 clusters Score -378289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -378293.750000 Penalty: 3975.929688
	Iteration 36Q: 3 clusters Score -378293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -378297.281250 Penalty: 3975.929688
	Iteration 37Q: 3 clusters Score -378297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -378303.031250 Penalty: 3975.929688
	Iteration 38Q: 3 clusters Score -378303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -378305.906250 Penalty: 3975.929688
	Iteration 39Q: 3 clusters Score -378305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -378308.562500 Penalty: 3975.929688
	Iteration 40F: 3 clusters Score -378308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -378309.062500 Penalty: 3975.929688
	Iteration 41Q: 3 clusters Score -378309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -378310.000000 Penalty: 3975.929688
	Iteration 42Q: 3 clusters Score -378310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -378311.437500 Penalty: 3975.929688
	Iteration 43Q: 3 clusters Score -378311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -378313.937500 Penalty: 3975.929688
	Iteration 44Q: 3 clusters Score -378313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -378317.000000 Penalty: 3975.929688
	Iteration 45Q: 3 clusters Score -378317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -378319.781250 Penalty: 3975.929688
	Iteration 46Q: 3 clusters Score -378319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -378321.531250 Penalty: 3975.929688
	Iteration 47Q: 3 clusters Score -378321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -378322.062500 Penalty: 3975.929688
	Iteration 48Q: 3 clusters Score -378322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -378322.406250 Penalty: 3975.929688
	Iteration 49Q: 3 clusters Score -378322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -378322.406250 Penalty: 3975.929688
	Iteration 50F: 3 clusters Score -378322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -67044.085938 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -67044.09 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 298 members 
Entering Unmasked Estep 
Score: -65406.089844 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -65406.09 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65700.476562 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -65700.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65798.867188 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -65798.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65857.203125 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -65857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65884.632812 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -65884.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65933.000000 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -65933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66032.859375 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -66032.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66113.453125 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -66113.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66223.367188 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -66223.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66306.585938 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -66306.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66380.242188 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -66380.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66466.703125 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -66466.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66555.914062 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -66555.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66712.828125 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -66712.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66864.289062 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -66864.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66885.718750 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -66885.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66902.382812 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -66902.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66912.906250 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -66912.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66916.656250 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -66916.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66916.656250 Penalty: 3166.219238
	Iteration 19F: 3 clusters Score -66916.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -177850.328125 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -177850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -175660.953125 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -175661 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -176019.046875 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -176019 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -176139.671875 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -176139.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176219.859375 Penalty: 3578.394043
	Iteration 3Q: 3 clusters Score -176219.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176279.937500 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -176279.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176341.156250 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -176341.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176403.250000 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -176403.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -176499.687500 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -176499.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -176634.187500 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -176634.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -176779.234375 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -176779.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -176968.828125 Penalty: 3578.394043
	Iteration 10F: 3 clusters Score -176968.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177107.125000 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -177107.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -177200.781250 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -177200.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -177254.171875 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -177254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177280.890625 Penalty: 3578.394043
	Iteration 14Q: 3 clusters Score -177280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -177282.125000 Penalty: 3578.394043
	Iteration 15Q: 3 clusters Score -177282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -177284.687500 Penalty: 3578.394043
	Iteration 16Q: 3 clusters Score -177284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177286.562500 Penalty: 3578.394043
	Iteration 17Q: 3 clusters Score -177286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177287.765625 Penalty: 3578.394043
	Iteration 18Q: 3 clusters Score -177287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177289.437500 Penalty: 3578.394043
	Iteration 19Q: 3 clusters Score -177289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177289.437500 Penalty: 3578.394043
	Iteration 20F: 3 clusters Score -177289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -792869.875000 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -792869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -787837.937500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -787837.9 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -789294.312500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -789294.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -789817.375000 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -789817.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -790317.312500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -790317.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -790751.750000 Penalty: 4304.263672
	Iteration 4F: 3 clusters Score -790751.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -791070.125000 Penalty: 4304.263672
	Iteration 5F: 3 clusters Score -791070.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -791265.312500 Penalty: 4304.263672
	Iteration 6Q: 3 clusters Score -791265.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -791388.500000 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -791388.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -791470.000000 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -791470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -791512.875000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -791512.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -791543.250000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -791543.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -791564.250000 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -791564.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -791584.375000 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -791584.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -791598.750000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -791598.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -791607.375000 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -791607.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -791610.187500 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -791610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -791612.437500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -791612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -791613.437500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -791613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -791615.062500 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -791615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -791616.062500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -791616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -791614.687500 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -791614.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -406671.062500 Penalty: 1991.460693
	Iteration 0F: 2 clusters Score -406671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -403301.375000 Penalty: 3982.921387
	Iteration 0F: 3 clusters Score -403301.4 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -403949.718750 Penalty: 3982.921387
	Iteration 1F: 3 clusters Score -403949.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -404133.843750 Penalty: 3982.921387
	Iteration 2F: 3 clusters Score -404133.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -404259.375000 Penalty: 3982.921387
	Iteration 3F: 3 clusters Score -404259.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -404358.218750 Penalty: 3982.921387
	Iteration 4Q: 3 clusters Score -404358.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -404430.281250 Penalty: 3982.921387
	Iteration 5Q: 3 clusters Score -404430.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -404476.656250 Penalty: 3982.921387
	Iteration 6Q: 3 clusters Score -404476.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -404524.750000 Penalty: 3982.921387
	Iteration 7Q: 3 clusters Score -404524.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -404589.093750 Penalty: 3982.921387
	Iteration 8Q: 3 clusters Score -404589.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -404655.187500 Penalty: 3982.921387
	Iteration 9Q: 3 clusters Score -404655.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -404716.968750 Penalty: 3982.921387
	Iteration 10Q: 3 clusters Score -404717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -404765.875000 Penalty: 3982.921387
	Iteration 11Q: 3 clusters Score -404765.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -404809.812500 Penalty: 3982.921387
	Iteration 12Q: 3 clusters Score -404809.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -404852.593750 Penalty: 3982.921387
	Iteration 13Q: 3 clusters Score -404852.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -404887.343750 Penalty: 3982.921387
	Iteration 14Q: 3 clusters Score -404887.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -404917.125000 Penalty: 3982.921387
	Iteration 15Q: 3 clusters Score -404917.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -404956.968750 Penalty: 3982.921387
	Iteration 16Q: 3 clusters Score -404957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -405008.281250 Penalty: 3982.921387
	Iteration 17Q: 3 clusters Score -405008.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -405062.437500 Penalty: 3982.921387
	Iteration 18Q: 3 clusters Score -405062.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -405119.156250 Penalty: 3982.921387
	Iteration 19Q: 3 clusters Score -405119.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -405205.906250 Penalty: 3982.921387
	Iteration 20F: 3 clusters Score -405205.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -405329.625000 Penalty: 3982.921387
	Iteration 21Q: 3 clusters Score -405329.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -405469.343750 Penalty: 3982.921387
	Iteration 22Q: 3 clusters Score -405469.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -405707.968750 Penalty: 3982.921387
	Iteration 23Q: 3 clusters Score -405708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -406038.468750 Penalty: 3982.921387
	Iteration 24Q: 3 clusters Score -406038.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -406228.687500 Penalty: 3982.921387
	Iteration 25Q: 3 clusters Score -406228.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -406290.000000 Penalty: 3982.921387
	Iteration 26Q: 3 clusters Score -406290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -406310.812500 Penalty: 3982.921387
	Iteration 27Q: 3 clusters Score -406310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -406315.968750 Penalty: 3982.921387
	Iteration 28Q: 3 clusters Score -406316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -406318.312500 Penalty: 3982.921387
	Iteration 29Q: 3 clusters Score -406318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -406320.062500 Penalty: 3982.921387
	Iteration 30Q: 3 clusters Score -406320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -406319.531250 Penalty: 3982.921387
	Iteration 31Q: 3 clusters Score -406319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -406319.531250 Penalty: 3982.921387
	Iteration 32F: 3 clusters Score -406319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13917.439453 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13917.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12993.142578 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -12993.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13015.563477 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13015.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13015.563477 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -13015.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -701213.875000 Penalty: 2131.900635
	Iteration 0F: 2 clusters Score -701213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -696429.125000 Penalty: 4263.801270
	Iteration 0F: 3 clusters Score -696429.1 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -697644.500000 Penalty: 4263.801270
	Iteration 1F: 3 clusters Score -697644.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -697959.500000 Penalty: 4263.801270
	Iteration 2F: 3 clusters Score -697959.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -698275.000000 Penalty: 4263.801270
	Iteration 3F: 3 clusters Score -698275 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -698595.812500 Penalty: 4263.801270
	Iteration 4F: 3 clusters Score -698595.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -698853.750000 Penalty: 4263.801270
	Iteration 5F: 3 clusters Score -698853.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -699131.187500 Penalty: 4263.801270
	Iteration 6Q: 3 clusters Score -699131.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -699389.875000 Penalty: 4263.801270
	Iteration 7Q: 3 clusters Score -699389.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -699572.125000 Penalty: 4263.801270
	Iteration 8Q: 3 clusters Score -699572.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -699669.500000 Penalty: 4263.801270
	Iteration 9Q: 3 clusters Score -699669.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -699726.250000 Penalty: 4263.801270
	Iteration 10Q: 3 clusters Score -699726.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -699767.875000 Penalty: 4263.801270
	Iteration 11Q: 3 clusters Score -699767.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -699809.437500 Penalty: 4263.801270
	Iteration 12Q: 3 clusters Score -699809.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -699843.875000 Penalty: 4263.801270
	Iteration 13Q: 3 clusters Score -699843.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -699865.375000 Penalty: 4263.801270
	Iteration 14Q: 3 clusters Score -699865.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -699881.687500 Penalty: 4263.801270
	Iteration 15Q: 3 clusters Score -699881.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -699900.687500 Penalty: 4263.801270
	Iteration 16Q: 3 clusters Score -699900.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -699913.000000 Penalty: 4263.801270
	Iteration 17Q: 3 clusters Score -699913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -699923.625000 Penalty: 4263.801270
	Iteration 18Q: 3 clusters Score -699923.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -699935.750000 Penalty: 4263.801270
	Iteration 19Q: 3 clusters Score -699935.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -699946.250000 Penalty: 4263.801270
	Iteration 20F: 3 clusters Score -699946.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -699953.500000 Penalty: 4263.801270
	Iteration 21Q: 3 clusters Score -699953.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -699960.250000 Penalty: 4263.801270
	Iteration 22Q: 3 clusters Score -699960.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -699966.625000 Penalty: 4263.801270
	Iteration 23Q: 3 clusters Score -699966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -699970.437500 Penalty: 4263.801270
	Iteration 24Q: 3 clusters Score -699970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -699972.875000 Penalty: 4263.801270
	Iteration 25Q: 3 clusters Score -699972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -699974.875000 Penalty: 4263.801270
	Iteration 26Q: 3 clusters Score -699974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -699975.437500 Penalty: 4263.801270
	Iteration 27Q: 3 clusters Score -699975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -699977.687500 Penalty: 4263.801270
	Iteration 28Q: 3 clusters Score -699977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -699981.812500 Penalty: 4263.801270
	Iteration 29Q: 3 clusters Score -699981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -699983.062500 Penalty: 4263.801270
	Iteration 30Q: 3 clusters Score -699983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -699984.625000 Penalty: 4263.801270
	Iteration 31Q: 3 clusters Score -699984.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -699987.937500 Penalty: 4263.801270
	Iteration 32Q: 3 clusters Score -699987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -699991.562500 Penalty: 4263.801270
	Iteration 33Q: 3 clusters Score -699991.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -699994.312500 Penalty: 4263.801270
	Iteration 34Q: 3 clusters Score -699994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -699997.375000 Penalty: 4263.801270
	Iteration 35Q: 3 clusters Score -699997.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -700000.875000 Penalty: 4263.801270
	Iteration 36Q: 3 clusters Score -700000.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -700006.687500 Penalty: 4263.801270
	Iteration 37Q: 3 clusters Score -700006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -700009.312500 Penalty: 4263.801270
	Iteration 38Q: 3 clusters Score -700009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -700010.562500 Penalty: 4263.801270
	Iteration 39Q: 3 clusters Score -700010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -700015.625000 Penalty: 4263.801270
	Iteration 40F: 3 clusters Score -700015.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -700019.437500 Penalty: 4263.801270
	Iteration 41Q: 3 clusters Score -700019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -700020.375000 Penalty: 4263.801270
	Iteration 42Q: 3 clusters Score -700020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -700026.812500 Penalty: 4263.801270
	Iteration 43Q: 3 clusters Score -700026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -700029.500000 Penalty: 4263.801270
	Iteration 44Q: 3 clusters Score -700029.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -700033.250000 Penalty: 4263.801270
	Iteration 45Q: 3 clusters Score -700033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -700035.375000 Penalty: 4263.801270
	Iteration 46Q: 3 clusters Score -700035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -700038.687500 Penalty: 4263.801270
	Iteration 47Q: 3 clusters Score -700038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -700042.687500 Penalty: 4263.801270
	Iteration 48Q: 3 clusters Score -700042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -700046.125000 Penalty: 4263.801270
	Iteration 49Q: 3 clusters Score -700046.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -700050.687500 Penalty: 4263.801270
	Iteration 50Q: 3 clusters Score -700050.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -700054.937500 Penalty: 4263.801270
	Iteration 51Q: 3 clusters Score -700054.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -700060.937500 Penalty: 4263.801270
	Iteration 52Q: 3 clusters Score -700060.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -700061.812500 Penalty: 4263.801270
	Iteration 53Q: 3 clusters Score -700061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -700065.375000 Penalty: 4263.801270
	Iteration 54Q: 3 clusters Score -700065.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -700069.750000 Penalty: 4263.801270
	Iteration 55Q: 3 clusters Score -700069.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -700074.375000 Penalty: 4263.801270
	Iteration 56Q: 3 clusters Score -700074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -700082.062500 Penalty: 4263.801270
	Iteration 57Q: 3 clusters Score -700082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -700088.312500 Penalty: 4263.801270
	Iteration 58Q: 3 clusters Score -700088.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -700097.812500 Penalty: 4263.801270
	Iteration 59Q: 3 clusters Score -700097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -700105.687500 Penalty: 4263.801270
	Iteration 60F: 3 clusters Score -700105.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -700113.000000 Penalty: 4263.801270
	Iteration 61Q: 3 clusters Score -700113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -700120.437500 Penalty: 4263.801270
	Iteration 62Q: 3 clusters Score -700120.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -700128.187500 Penalty: 4263.801270
	Iteration 63Q: 3 clusters Score -700128.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -700136.625000 Penalty: 4263.801270
	Iteration 64Q: 3 clusters Score -700136.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -700147.500000 Penalty: 4263.801270
	Iteration 65Q: 3 clusters Score -700147.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -700157.062500 Penalty: 4263.801270
	Iteration 66Q: 3 clusters Score -700157.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -700167.687500 Penalty: 4263.801270
	Iteration 67Q: 3 clusters Score -700167.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -700177.062500 Penalty: 4263.801270
	Iteration 68Q: 3 clusters Score -700177.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -700180.750000 Penalty: 4263.801270
	Iteration 69Q: 3 clusters Score -700180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -700187.687500 Penalty: 4263.801270
	Iteration 70Q: 3 clusters Score -700187.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -700193.375000 Penalty: 4263.801270
	Iteration 71Q: 3 clusters Score -700193.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -700204.875000 Penalty: 4263.801270
	Iteration 72Q: 3 clusters Score -700204.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -700214.562500 Penalty: 4263.801270
	Iteration 73Q: 3 clusters Score -700214.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -700227.000000 Penalty: 4263.801270
	Iteration 74Q: 3 clusters Score -700227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -700240.375000 Penalty: 4263.801270
	Iteration 75Q: 3 clusters Score -700240.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -700254.375000 Penalty: 4263.801270
	Iteration 76Q: 3 clusters Score -700254.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -700264.750000 Penalty: 4263.801270
	Iteration 77Q: 3 clusters Score -700264.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -700277.937500 Penalty: 4263.801270
	Iteration 78Q: 3 clusters Score -700277.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -700286.000000 Penalty: 4263.801270
	Iteration 79Q: 3 clusters Score -700286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -700297.875000 Penalty: 4263.801270
	Iteration 80F: 3 clusters Score -700297.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -700312.062500 Penalty: 4263.801270
	Iteration 81Q: 3 clusters Score -700312.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -700329.312500 Penalty: 4263.801270
	Iteration 82Q: 3 clusters Score -700329.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -700345.875000 Penalty: 4263.801270
	Iteration 83Q: 3 clusters Score -700345.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -700368.437500 Penalty: 4263.801270
	Iteration 84Q: 3 clusters Score -700368.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -700395.937500 Penalty: 4263.801270
	Iteration 85Q: 3 clusters Score -700395.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -700428.250000 Penalty: 4263.801270
	Iteration 86Q: 3 clusters Score -700428.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -700461.125000 Penalty: 4263.801270
	Iteration 87Q: 3 clusters Score -700461.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -700496.375000 Penalty: 4263.801270
	Iteration 88Q: 3 clusters Score -700496.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -700533.812500 Penalty: 4263.801270
	Iteration 89Q: 3 clusters Score -700533.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -700559.437500 Penalty: 4263.801270
	Iteration 90Q: 3 clusters Score -700559.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -700577.062500 Penalty: 4263.801270
	Iteration 91Q: 3 clusters Score -700577.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -700596.750000 Penalty: 4263.801270
	Iteration 92Q: 3 clusters Score -700596.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -700621.312500 Penalty: 4263.801270
	Iteration 93Q: 3 clusters Score -700621.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -700637.312500 Penalty: 4263.801270
	Iteration 94Q: 3 clusters Score -700637.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -700659.062500 Penalty: 4263.801270
	Iteration 95Q: 3 clusters Score -700659.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -700675.437500 Penalty: 4263.801270
	Iteration 96Q: 3 clusters Score -700675.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -700684.875000 Penalty: 4263.801270
	Iteration 97Q: 3 clusters Score -700684.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -700688.562500 Penalty: 4263.801270
	Iteration 98Q: 3 clusters Score -700688.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -700692.250000 Penalty: 4263.801270
	Iteration 99Q: 3 clusters Score -700692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -700695.250000 Penalty: 4263.801270
	Iteration 100F: 3 clusters Score -700695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -700695.750000 Penalty: 4263.801270
	Iteration 101Q: 3 clusters Score -700695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -700696.250000 Penalty: 4263.801270
	Iteration 102Q: 3 clusters Score -700696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -700697.750000 Penalty: 4263.801270
	Iteration 103Q: 3 clusters Score -700697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -700697.875000 Penalty: 4263.801270
	Iteration 104Q: 3 clusters Score -700697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -700699.125000 Penalty: 4263.801270
	Iteration 105Q: 3 clusters Score -700699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -700700.875000 Penalty: 4263.801270
	Iteration 106Q: 3 clusters Score -700700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -700700.812500 Penalty: 4263.801270
	Iteration 107Q: 3 clusters Score -700700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -700701.375000 Penalty: 4263.801270
	Iteration 108Q: 3 clusters Score -700701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -700701.375000 Penalty: 4263.801270
	Iteration 109F: 3 clusters Score -700701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Entering Unmasked Estep 
Score: -2967102.000000 Penalty: 2479.882324
	Iteration 0F: 2 clusters Score -2967102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2951780.500000 Penalty: 4959.764648
	Iteration 0F: 3 clusters Score -2951780 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2956941.500000 Penalty: 4959.764648
	Iteration 1F: 3 clusters Score -2956942 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2957290.000000 Penalty: 4959.764648
	Iteration 2Q: 3 clusters Score -2957290 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2957597.000000 Penalty: 4959.764648
	Iteration 3Q: 3 clusters Score -2957597 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2957859.500000 Penalty: 4959.764648
	Iteration 4Q: 3 clusters Score -2957860 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2958106.000000 Penalty: 4959.764648
	Iteration 5Q: 3 clusters Score -2958106 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2958388.250000 Penalty: 4959.764648
	Iteration 6Q: 3 clusters Score -2958388 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2958682.500000 Penalty: 4959.764648
	Iteration 7Q: 3 clusters Score -2958682 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2959060.000000 Penalty: 4959.764648
	Iteration 8Q: 3 clusters Score -2959060 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2959508.250000 Penalty: 4959.764648
	Iteration 9Q: 3 clusters Score -2959508 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2960031.750000 Penalty: 4959.764648
	Iteration 10Q: 3 clusters Score -2960032 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2960563.500000 Penalty: 4959.764648
	Iteration 11Q: 3 clusters Score -2960564 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2961145.500000 Penalty: 4959.764648
	Iteration 12Q: 3 clusters Score -2961146 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2961686.750000 Penalty: 4959.764648
	Iteration 13Q: 3 clusters Score -2961687 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2962107.500000 Penalty: 4959.764648
	Iteration 14Q: 3 clusters Score -2962108 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2962385.250000 Penalty: 4959.764648
	Iteration 15Q: 3 clusters Score -2962385 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2962605.250000 Penalty: 4959.764648
	Iteration 16Q: 3 clusters Score -2962605 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2962720.000000 Penalty: 4959.764648
	Iteration 17Q: 3 clusters Score -2962720 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2962804.500000 Penalty: 4959.764648
	Iteration 18Q: 3 clusters Score -2962804 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2962876.250000 Penalty: 4959.764648
	Iteration 19Q: 3 clusters Score -2962876 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2962926.250000 Penalty: 4959.764648
	Iteration 20F: 3 clusters Score -2962926 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2962979.750000 Penalty: 4959.764648
	Iteration 21Q: 3 clusters Score -2962980 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2963049.250000 Penalty: 4959.764648
	Iteration 22Q: 3 clusters Score -2963049 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2963096.500000 Penalty: 4959.764648
	Iteration 23Q: 3 clusters Score -2963096 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2963168.750000 Penalty: 4959.764648
	Iteration 24Q: 3 clusters Score -2963169 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2963198.000000 Penalty: 4959.764648
	Iteration 25Q: 3 clusters Score -2963198 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2963254.500000 Penalty: 4959.764648
	Iteration 26Q: 3 clusters Score -2963254 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2963298.500000 Penalty: 4959.764648
	Iteration 27Q: 3 clusters Score -2963298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2963347.500000 Penalty: 4959.764648
	Iteration 28Q: 3 clusters Score -2963348 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2963373.500000 Penalty: 4959.764648
	Iteration 29Q: 3 clusters Score -2963374 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2963413.000000 Penalty: 4959.764648
	Iteration 30Q: 3 clusters Score -2963413 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2963465.000000 Penalty: 4959.764648
	Iteration 31Q: 3 clusters Score -2963465 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2963485.000000 Penalty: 4959.764648
	Iteration 32Q: 3 clusters Score -2963485 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2963530.250000 Penalty: 4959.764648
	Iteration 33Q: 3 clusters Score -2963530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2963567.000000 Penalty: 4959.764648
	Iteration 34Q: 3 clusters Score -2963567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2963583.750000 Penalty: 4959.764648
	Iteration 35Q: 3 clusters Score -2963584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2963611.250000 Penalty: 4959.764648
	Iteration 36Q: 3 clusters Score -2963611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2963635.750000 Penalty: 4959.764648
	Iteration 37Q: 3 clusters Score -2963636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2963663.750000 Penalty: 4959.764648
	Iteration 38Q: 3 clusters Score -2963664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2963680.500000 Penalty: 4959.764648
	Iteration 39Q: 3 clusters Score -2963680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2963718.000000 Penalty: 4959.764648
	Iteration 40F: 3 clusters Score -2963718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2963753.750000 Penalty: 4959.764648
	Iteration 41Q: 3 clusters Score -2963754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2963785.000000 Penalty: 4959.764648
	Iteration 42Q: 3 clusters Score -2963785 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2963824.750000 Penalty: 4959.764648
	Iteration 43Q: 3 clusters Score -2963825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2963841.000000 Penalty: 4959.764648
	Iteration 44Q: 3 clusters Score -2963841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2963871.250000 Penalty: 4959.764648
	Iteration 45Q: 3 clusters Score -2963871 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2963906.750000 Penalty: 4959.764648
	Iteration 46Q: 3 clusters Score -2963907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2963916.250000 Penalty: 4959.764648
	Iteration 47Q: 3 clusters Score -2963916 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2963948.000000 Penalty: 4959.764648
	Iteration 48Q: 3 clusters Score -2963948 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2963982.250000 Penalty: 4959.764648
	Iteration 49Q: 3 clusters Score -2963982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2964037.000000 Penalty: 4959.764648
	Iteration 50Q: 3 clusters Score -2964037 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2964072.750000 Penalty: 4959.764648
	Iteration 51Q: 3 clusters Score -2964073 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2964112.000000 Penalty: 4959.764648
	Iteration 52Q: 3 clusters Score -2964112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2964149.250000 Penalty: 4959.764648
	Iteration 53Q: 3 clusters Score -2964149 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2964190.000000 Penalty: 4959.764648
	Iteration 54Q: 3 clusters Score -2964190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2964221.250000 Penalty: 4959.764648
	Iteration 55Q: 3 clusters Score -2964221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2964252.250000 Penalty: 4959.764648
	Iteration 56Q: 3 clusters Score -2964252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2964289.250000 Penalty: 4959.764648
	Iteration 57Q: 3 clusters Score -2964289 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2964326.250000 Penalty: 4959.764648
	Iteration 58Q: 3 clusters Score -2964326 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2964364.250000 Penalty: 4959.764648
	Iteration 59Q: 3 clusters Score -2964364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2964406.250000 Penalty: 4959.764648
	Iteration 60F: 3 clusters Score -2964406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2964432.500000 Penalty: 4959.764648
	Iteration 61Q: 3 clusters Score -2964432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2964469.000000 Penalty: 4959.764648
	Iteration 62Q: 3 clusters Score -2964469 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2964495.750000 Penalty: 4959.764648
	Iteration 63Q: 3 clusters Score -2964496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2964514.250000 Penalty: 4959.764648
	Iteration 64Q: 3 clusters Score -2964514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2964537.750000 Penalty: 4959.764648
	Iteration 65Q: 3 clusters Score -2964538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2964569.000000 Penalty: 4959.764648
	Iteration 66Q: 3 clusters Score -2964569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2964590.750000 Penalty: 4959.764648
	Iteration 67Q: 3 clusters Score -2964591 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2964619.250000 Penalty: 4959.764648
	Iteration 68Q: 3 clusters Score -2964619 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2964632.500000 Penalty: 4959.764648
	Iteration 69Q: 3 clusters Score -2964632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2964651.000000 Penalty: 4959.764648
	Iteration 70Q: 3 clusters Score -2964651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2964664.500000 Penalty: 4959.764648
	Iteration 71Q: 3 clusters Score -2964664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2964680.750000 Penalty: 4959.764648
	Iteration 72Q: 3 clusters Score -2964681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2964688.250000 Penalty: 4959.764648
	Iteration 73Q: 3 clusters Score -2964688 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2964703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2964713.000000 Penalty: 4959.764648
	Iteration 75Q: 3 clusters Score -2964713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2964718.500000 Penalty: 4959.764648
	Iteration 76Q: 3 clusters Score -2964718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2964732.750000 Penalty: 4959.764648
	Iteration 77Q: 3 clusters Score -2964733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2964742.250000 Penalty: 4959.764648
	Iteration 78Q: 3 clusters Score -2964742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2964762.000000 Penalty: 4959.764648
	Iteration 79Q: 3 clusters Score -2964762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2964774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2964766.750000 Penalty: 4959.764648
	Iteration 81Q: 3 clusters Score -2964767 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2964771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2964772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2964776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2964776.750000 Penalty: 4959.764648
	Iteration 85Q: 3 clusters Score -2964777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2964773.250000 Penalty: 4959.764648
	Iteration 86Q: 3 clusters Score -2964773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2964781.750000 Penalty: 4959.764648
	Iteration 87Q: 3 clusters Score -2964782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2964787.750000 Penalty: 4959.764648
	Iteration 88Q: 3 clusters Score -2964788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2964790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2964797.750000 Penalty: 4959.764648
	Iteration 90Q: 3 clusters Score -2964798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2964798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2964804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2964806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2964808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2964810.750000 Penalty: 4959.764648
	Iteration 95Q: 3 clusters Score -2964811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2964814.750000 Penalty: 4959.764648
	Iteration 96Q: 3 clusters Score -2964815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2964816.000000 Penalty: 4959.764648
	Iteration 97Q: 3 clusters Score -2964816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2964815.750000 Penalty: 4959.764648
	Iteration 98Q: 3 clusters Score -2964816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2964812.750000 Penalty: 4959.764648
	Iteration 99Q: 3 clusters Score -2964813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2964816.750000 Penalty: 4959.764648
	Iteration 100F: 3 clusters Score -2964817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2964814.250000 Penalty: 4959.764648
	Iteration 101Q: 3 clusters Score -2964814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2964818.250000 Penalty: 4959.764648
	Iteration 102Q: 3 clusters Score -2964818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2964816.250000 Penalty: 4959.764648
	Iteration 103Q: 3 clusters Score -2964816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2964817.250000 Penalty: 4959.764648
	Iteration 104Q: 3 clusters Score -2964817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2964815.000000 Penalty: 4959.764648
	Iteration 105Q: 3 clusters Score -2964815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2964815.750000 Penalty: 4959.764648
	Iteration 106Q: 3 clusters Score -2964816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2964820.250000 Penalty: 4959.764648
	Iteration 107Q: 3 clusters Score -2964820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2964820.750000 Penalty: 4959.764648
	Iteration 108Q: 3 clusters Score -2964821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2964822.000000 Penalty: 4959.764648
	Iteration 109Q: 3 clusters Score -2964822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2964825.250000 Penalty: 4959.764648
	Iteration 110Q: 3 clusters Score -2964825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2964828.500000 Penalty: 4959.764648
	Iteration 111Q: 3 clusters Score -2964828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2964827.000000 Penalty: 4959.764648
	Iteration 112Q: 3 clusters Score -2964827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2964823.250000 Penalty: 4959.764648
	Iteration 113Q: 3 clusters Score -2964823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2964832.250000 Penalty: 4959.764648
	Iteration 114Q: 3 clusters Score -2964832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2964836.000000 Penalty: 4959.764648
	Iteration 115Q: 3 clusters Score -2964836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2964832.250000 Penalty: 4959.764648
	Iteration 116Q: 3 clusters Score -2964832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2964832.000000 Penalty: 4959.764648
	Iteration 117Q: 3 clusters Score -2964832 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2964834.250000 Penalty: 4959.764648
	Iteration 118Q: 3 clusters Score -2964834 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2964850 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2964854.250000 Penalty: 4959.764648
	Iteration 120F: 3 clusters Score -2964854 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2964857.750000 Penalty: 4959.764648
	Iteration 121Q: 3 clusters Score -2964858 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2964858 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2964859.000000 Penalty: 4959.764648
	Iteration 123Q: 3 clusters Score -2964859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2964858.500000 Penalty: 4959.764648
	Iteration 124Q: 3 clusters Score -2964858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2964856.000000 Penalty: 4959.764648
	Iteration 125Q: 3 clusters Score -2964856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2964856.000000 Penalty: 4959.764648
	Iteration 126Q: 3 clusters Score -2964856 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2964856.500000 Penalty: 4959.764648
	Iteration 127Q: 3 clusters Score -2964856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2964858.750000 Penalty: 4959.764648
	Iteration 128Q: 3 clusters Score -2964859 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2964856.750000 Penalty: 4959.764648
	Iteration 129Q: 3 clusters Score -2964857 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2964861.000000 Penalty: 4959.764648
	Iteration 130Q: 3 clusters Score -2964861 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2964859.250000 Penalty: 4959.764648
	Iteration 131Q: 3 clusters Score -2964859 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2964860.500000 Penalty: 4959.764648
	Iteration 132Q: 3 clusters Score -2964860 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2964860.750000 Penalty: 4959.764648
	Iteration 133Q: 3 clusters Score -2964861 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2964860.750000 Penalty: 4959.764648
	Iteration 134Q: 3 clusters Score -2964861 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2964859.750000 Penalty: 4959.764648
	Iteration 135Q: 3 clusters Score -2964860 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2964860.750000 Penalty: 4959.764648
	Iteration 136Q: 3 clusters Score -2964861 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2964859.250000 Penalty: 4959.764648
	Iteration 137Q: 3 clusters Score -2964859 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2964859.250000 Penalty: 4959.764648
	Iteration 138Q: 3 clusters Score -2964859 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2964859.250000 Penalty: 4959.764648
	Iteration 139Q: 3 clusters Score -2964859 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2964860.750000 Penalty: 4959.764648
	Iteration 140F: 3 clusters Score -2964861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2964862.250000 Penalty: 4959.764648
	Iteration 141Q: 3 clusters Score -2964862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2964861.000000 Penalty: 4959.764648
	Iteration 142Q: 3 clusters Score -2964861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2964862.000000 Penalty: 4959.764648
	Iteration 143Q: 3 clusters Score -2964862 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2964862 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 145F: 3 clusters Score -2964862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20401 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2765315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2750906.250000 Penalty: 4921.976074
	Iteration 0F: 3 clusters Score -2750906 nChanged 9069
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2755911 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2756398 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2756823.500000 Penalty: 4921.976074
	Iteration 3F: 3 clusters Score -2756824 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2757275.500000 Penalty: 4921.976074
	Iteration 4Q: 3 clusters Score -2757276 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2757826.500000 Penalty: 4921.976074
	Iteration 5F: 3 clusters Score -2757826 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2758503.000000 Penalty: 4921.976074
	Iteration 6F: 3 clusters Score -2758503 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2759339.000000 Penalty: 4921.976074
	Iteration 7F: 3 clusters Score -2759339 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2760297.750000 Penalty: 4921.976074
	Iteration 8F: 3 clusters Score -2760298 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2761211.500000 Penalty: 4921.976074
	Iteration 9F: 3 clusters Score -2761212 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2761975.250000 Penalty: 4921.976074
	Iteration 10Q: 3 clusters Score -2761975 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2762550.000000 Penalty: 4921.976074
	Iteration 11Q: 3 clusters Score -2762550 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2762930.000000 Penalty: 4921.976074
	Iteration 12Q: 3 clusters Score -2762930 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2763125.750000 Penalty: 4921.976074
	Iteration 13Q: 3 clusters Score -2763126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2763222.750000 Penalty: 4921.976074
	Iteration 14Q: 3 clusters Score -2763223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2763288.250000 Penalty: 4921.976074
	Iteration 15Q: 3 clusters Score -2763288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2763329.000000 Penalty: 4921.976074
	Iteration 16Q: 3 clusters Score -2763329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2763354.500000 Penalty: 4921.976074
	Iteration 17Q: 3 clusters Score -2763354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2763378.750000 Penalty: 4921.976074
	Iteration 18Q: 3 clusters Score -2763379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2763391.500000 Penalty: 4921.976074
	Iteration 19Q: 3 clusters Score -2763392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2763409.500000 Penalty: 4921.976074
	Iteration 20F: 3 clusters Score -2763410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2763411.500000 Penalty: 4921.976074
	Iteration 21Q: 3 clusters Score -2763412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2763418.250000 Penalty: 4921.976074
	Iteration 22Q: 3 clusters Score -2763418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2763422.000000 Penalty: 4921.976074
	Iteration 23Q: 3 clusters Score -2763422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2763426.500000 Penalty: 4921.976074
	Iteration 24Q: 3 clusters Score -2763426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2763428.250000 Penalty: 4921.976074
	Iteration 25Q: 3 clusters Score -2763428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2763435.250000 Penalty: 4921.976074
	Iteration 26Q: 3 clusters Score -2763435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2763435.750000 Penalty: 4921.976074
	Iteration 27Q: 3 clusters Score -2763436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2763434.250000 Penalty: 4921.976074
	Iteration 28Q: 3 clusters Score -2763434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2763442.250000 Penalty: 4921.976074
	Iteration 29Q: 3 clusters Score -2763442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2763447.000000 Penalty: 4921.976074
	Iteration 30Q: 3 clusters Score -2763447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2763448.250000 Penalty: 4921.976074
	Iteration 31Q: 3 clusters Score -2763448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2763445.250000 Penalty: 4921.976074
	Iteration 32Q: 3 clusters Score -2763445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2763446.250000 Penalty: 4921.976074
	Iteration 33Q: 3 clusters Score -2763446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2763450.750000 Penalty: 4921.976074
	Iteration 34Q: 3 clusters Score -2763451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2763450.000000 Penalty: 4921.976074
	Iteration 35Q: 3 clusters Score -2763450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2763452.250000 Penalty: 4921.976074
	Iteration 36Q: 3 clusters Score -2763452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2763452.250000 Penalty: 4921.976074
	Iteration 37F: 3 clusters Score -2763452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2206296.500000 Penalty: 2403.913086
	Iteration 0F: 2 clusters Score -2206296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2194632.750000 Penalty: 4807.826172
	Iteration 0F: 3 clusters Score -2194633 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2198322.000000 Penalty: 4807.826172
	Iteration 1F: 3 clusters Score -2198322 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2198677.750000 Penalty: 4807.826172
	Iteration 2F: 3 clusters Score -2198678 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2198925.000000 Penalty: 4807.826172
	Iteration 3Q: 3 clusters Score -2198925 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2199147.250000 Penalty: 4807.826172
	Iteration 4Q: 3 clusters Score -2199147 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2199350.000000 Penalty: 4807.826172
	Iteration 5Q: 3 clusters Score -2199350 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2199530.000000 Penalty: 4807.826172
	Iteration 6Q: 3 clusters Score -2199530 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2199683.500000 Penalty: 4807.826172
	Iteration 7Q: 3 clusters Score -2199684 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2199859.750000 Penalty: 4807.826172
	Iteration 8Q: 3 clusters Score -2199860 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2200003.000000 Penalty: 4807.826172
	Iteration 9Q: 3 clusters Score -2200003 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2200145.250000 Penalty: 4807.826172
	Iteration 10Q: 3 clusters Score -2200145 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2200297.500000 Penalty: 4807.826172
	Iteration 11Q: 3 clusters Score -2200298 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2200498.750000 Penalty: 4807.826172
	Iteration 12Q: 3 clusters Score -2200499 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2200755.500000 Penalty: 4807.826172
	Iteration 13Q: 3 clusters Score -2200756 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2201079.250000 Penalty: 4807.826172
	Iteration 14Q: 3 clusters Score -2201079 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2201410.500000 Penalty: 4807.826172
	Iteration 15Q: 3 clusters Score -2201410 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2201734.500000 Penalty: 4807.826172
	Iteration 16Q: 3 clusters Score -2201734 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2202000.000000 Penalty: 4807.826172
	Iteration 17Q: 3 clusters Score -2202000 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2202214.500000 Penalty: 4807.826172
	Iteration 18Q: 3 clusters Score -2202214 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2202393.250000 Penalty: 4807.826172
	Iteration 19Q: 3 clusters Score -2202393 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2202521.500000 Penalty: 4807.826172
	Iteration 20F: 3 clusters Score -2202522 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2202620.750000 Penalty: 4807.826172
	Iteration 21Q: 3 clusters Score -2202621 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2202720.500000 Penalty: 4807.826172
	Iteration 22Q: 3 clusters Score -2202720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2202805.250000 Penalty: 4807.826172
	Iteration 23Q: 3 clusters Score -2202805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2202883.500000 Penalty: 4807.826172
	Iteration 24Q: 3 clusters Score -2202884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2202961.750000 Penalty: 4807.826172
	Iteration 25Q: 3 clusters Score -2202962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2203015.500000 Penalty: 4807.826172
	Iteration 26Q: 3 clusters Score -2203016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2203066.500000 Penalty: 4807.826172
	Iteration 27Q: 3 clusters Score -2203066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2203092.750000 Penalty: 4807.826172
	Iteration 28Q: 3 clusters Score -2203093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2203130.250000 Penalty: 4807.826172
	Iteration 29Q: 3 clusters Score -2203130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2203156.000000 Penalty: 4807.826172
	Iteration 30Q: 3 clusters Score -2203156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2203198.000000 Penalty: 4807.826172
	Iteration 31Q: 3 clusters Score -2203198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2203222.500000 Penalty: 4807.826172
	Iteration 32Q: 3 clusters Score -2203222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2203259.500000 Penalty: 4807.826172
	Iteration 33Q: 3 clusters Score -2203260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2203295.500000 Penalty: 4807.826172
	Iteration 34Q: 3 clusters Score -2203296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2203329.250000 Penalty: 4807.826172
	Iteration 35Q: 3 clusters Score -2203329 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2203361.750000 Penalty: 4807.826172
	Iteration 36Q: 3 clusters Score -2203362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2203398.000000 Penalty: 4807.826172
	Iteration 37Q: 3 clusters Score -2203398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2203430.250000 Penalty: 4807.826172
	Iteration 38Q: 3 clusters Score -2203430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2203469.750000 Penalty: 4807.826172
	Iteration 39Q: 3 clusters Score -2203470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2203523.000000 Penalty: 4807.826172
	Iteration 40F: 3 clusters Score -2203523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2203583.000000 Penalty: 4807.826172
	Iteration 41Q: 3 clusters Score -2203583 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2203623.750000 Penalty: 4807.826172
	Iteration 42Q: 3 clusters Score -2203624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2203680.250000 Penalty: 4807.826172
	Iteration 43Q: 3 clusters Score -2203680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2203724.000000 Penalty: 4807.826172
	Iteration 44Q: 3 clusters Score -2203724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2203752.250000 Penalty: 4807.826172
	Iteration 45Q: 3 clusters Score -2203752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2203776.500000 Penalty: 4807.826172
	Iteration 46Q: 3 clusters Score -2203776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2203808.500000 Penalty: 4807.826172
	Iteration 47Q: 3 clusters Score -2203808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2203838.000000 Penalty: 4807.826172
	Iteration 48Q: 3 clusters Score -2203838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2203865.000000 Penalty: 4807.826172
	Iteration 49Q: 3 clusters Score -2203865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2203898.000000 Penalty: 4807.826172
	Iteration 50Q: 3 clusters Score -2203898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2203926.500000 Penalty: 4807.826172
	Iteration 51Q: 3 clusters Score -2203926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2203948.500000 Penalty: 4807.826172
	Iteration 52Q: 3 clusters Score -2203948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2203965.750000 Penalty: 4807.826172
	Iteration 53Q: 3 clusters Score -2203966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2203978.000000 Penalty: 4807.826172
	Iteration 54Q: 3 clusters Score -2203978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2203988.500000 Penalty: 4807.826172
	Iteration 55Q: 3 clusters Score -2203988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2203997.500000 Penalty: 4807.826172
	Iteration 56Q: 3 clusters Score -2203998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2204014.250000 Penalty: 4807.826172
	Iteration 57Q: 3 clusters Score -2204014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2204023.250000 Penalty: 4807.826172
	Iteration 58Q: 3 clusters Score -2204023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2204036.750000 Penalty: 4807.826172
	Iteration 59Q: 3 clusters Score -2204037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2204049.250000 Penalty: 4807.826172
	Iteration 60F: 3 clusters Score -2204049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2204056.000000 Penalty: 4807.826172
	Iteration 61Q: 3 clusters Score -2204056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2204066.500000 Penalty: 4807.826172
	Iteration 62Q: 3 clusters Score -2204066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2204075.000000 Penalty: 4807.826172
	Iteration 63Q: 3 clusters Score -2204075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2204081.000000 Penalty: 4807.826172
	Iteration 64Q: 3 clusters Score -2204081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2204085.000000 Penalty: 4807.826172
	Iteration 65Q: 3 clusters Score -2204085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2204097.500000 Penalty: 4807.826172
	Iteration 66Q: 3 clusters Score -2204098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2204110.000000 Penalty: 4807.826172
	Iteration 67Q: 3 clusters Score -2204110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2204118.750000 Penalty: 4807.826172
	Iteration 68Q: 3 clusters Score -2204119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2204122.500000 Penalty: 4807.826172
	Iteration 69Q: 3 clusters Score -2204122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2204126.750000 Penalty: 4807.826172
	Iteration 70Q: 3 clusters Score -2204127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2204128.000000 Penalty: 4807.826172
	Iteration 71Q: 3 clusters Score -2204128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2204130.000000 Penalty: 4807.826172
	Iteration 72Q: 3 clusters Score -2204130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2204134.750000 Penalty: 4807.826172
	Iteration 73Q: 3 clusters Score -2204135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2204144.250000 Penalty: 4807.826172
	Iteration 74Q: 3 clusters Score -2204144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2204143.500000 Penalty: 4807.826172
	Iteration 75Q: 3 clusters Score -2204144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2204153.000000 Penalty: 4807.826172
	Iteration 76Q: 3 clusters Score -2204153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2204164.000000 Penalty: 4807.826172
	Iteration 77Q: 3 clusters Score -2204164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2204169.000000 Penalty: 4807.826172
	Iteration 78Q: 3 clusters Score -2204169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2204172.500000 Penalty: 4807.826172
	Iteration 79Q: 3 clusters Score -2204172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2204177.500000 Penalty: 4807.826172
	Iteration 80F: 3 clusters Score -2204178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2204176.500000 Penalty: 4807.826172
	Iteration 81Q: 3 clusters Score -2204176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2204176.250000 Penalty: 4807.826172
	Iteration 82Q: 3 clusters Score -2204176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2204177.500000 Penalty: 4807.826172
	Iteration 83Q: 3 clusters Score -2204178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2204175.750000 Penalty: 4807.826172
	Iteration 84Q: 3 clusters Score -2204176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2204179.500000 Penalty: 4807.826172
	Iteration 85Q: 3 clusters Score -2204180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2204182.000000 Penalty: 4807.826172
	Iteration 86Q: 3 clusters Score -2204182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2204183.750000 Penalty: 4807.826172
	Iteration 87Q: 3 clusters Score -2204184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2204183.750000 Penalty: 4807.826172
	Iteration 88Q: 3 clusters Score -2204184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2204183.750000 Penalty: 4807.826172
	Iteration 89F: 3 clusters Score -2204184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33603.730469 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33603.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33834.992188 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33834.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33926.742188 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -33926.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33975.644531 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33975.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34027.449219 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -34027.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34067.273438 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -34067.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34121.410156 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -34121.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34153.757812 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -34153.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34168.156250 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -34168.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34199.589844 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -34199.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34226.753906 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -34226.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34260.199219 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -34260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34299.125000 Penalty: 2853.275879
	Iteration 12Q: 3 clusters Score -34299.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34320.843750 Penalty: 2853.275879
	Iteration 13Q: 3 clusters Score -34320.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34368.570312 Penalty: 2853.275879
	Iteration 14Q: 3 clusters Score -34368.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34391.554688 Penalty: 2853.275879
	Iteration 15Q: 3 clusters Score -34391.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34439.218750 Penalty: 2853.275879
	Iteration 16Q: 3 clusters Score -34439.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34439.218750 Penalty: 2853.275879
	Iteration 17F: 3 clusters Score -34439.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -72432.718750 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -72432.72 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 311 members 
Entering Unmasked Estep 
Score: -70895.023438 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -70895.02 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71251.507812 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -71251.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71420.015625 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -71420.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71514.539062 Penalty: 3190.738281
	Iteration 3F: 3 clusters Score -71514.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71574.101562 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -71574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71599.429688 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -71599.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71606.593750 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -71606.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71610.929688 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -71610.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71612.546875 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -71612.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71612.546875 Penalty: 3190.738281
	Iteration 9F: 3 clusters Score -71612.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -59252.218750 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -59252.22 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 258 members 
Entering Unmasked Estep 
Score: -57734.625000 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -57734.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57932.867188 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -57932.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58031.527344 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -58031.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58122.589844 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -58122.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58199.765625 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -58199.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58275.406250 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -58275.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58303.906250 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -58303.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58324.050781 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -58324.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58341.472656 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -58341.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58353.300781 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -58353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58359.738281 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -58359.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58362.558594 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -58362.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58364.359375 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -58364.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58366.781250 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -58366.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58371.136719 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -58371.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58371.136719 Penalty: 3076.457764
	Iteration 15F: 3 clusters Score -58371.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Entering Unmasked Estep 
Score: -3708257.750000 Penalty: 2531.572510
	Iteration 0F: 2 clusters Score -3708258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3689551.500000 Penalty: 5063.145020
	Iteration 0F: 3 clusters Score -3689552 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3696197.500000 Penalty: 5063.145020
	Iteration 1F: 3 clusters Score -3696198 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3696622.000000 Penalty: 5063.145020
	Iteration 2Q: 3 clusters Score -3696622 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3697029.250000 Penalty: 5063.145020
	Iteration 3Q: 3 clusters Score -3697029 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3697497.000000 Penalty: 5063.145020
	Iteration 4Q: 3 clusters Score -3697497 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3698111.750000 Penalty: 5063.145020
	Iteration 5Q: 3 clusters Score -3698112 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3698968.750000 Penalty: 5063.145020
	Iteration 6F: 3 clusters Score -3698969 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3700262.500000 Penalty: 5063.145020
	Iteration 7F: 3 clusters Score -3700262 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3701913.250000 Penalty: 5063.145020
	Iteration 8F: 3 clusters Score -3701913 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3703630.250000 Penalty: 5063.145020
	Iteration 9F: 3 clusters Score -3703630 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3704776.750000 Penalty: 5063.145020
	Iteration 10Q: 3 clusters Score -3704777 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3705418.750000 Penalty: 5063.145020
	Iteration 11Q: 3 clusters Score -3705419 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3705728.000000 Penalty: 5063.145020
	Iteration 12Q: 3 clusters Score -3705728 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3705869.250000 Penalty: 5063.145020
	Iteration 13Q: 3 clusters Score -3705869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3705945.000000 Penalty: 5063.145020
	Iteration 14Q: 3 clusters Score -3705945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3705974.750000 Penalty: 5063.145020
	Iteration 15Q: 3 clusters Score -3705975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3705987.000000 Penalty: 5063.145020
	Iteration 16Q: 3 clusters Score -3705987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3706000.750000 Penalty: 5063.145020
	Iteration 17Q: 3 clusters Score -3706001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3706006.500000 Penalty: 5063.145020
	Iteration 18Q: 3 clusters Score -3706006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3706006.000000 Penalty: 5063.145020
	Iteration 19Q: 3 clusters Score -3706006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3706015.000000 Penalty: 5063.145020
	Iteration 20F: 3 clusters Score -3706015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3706027.000000 Penalty: 5063.145020
	Iteration 21Q: 3 clusters Score -3706027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3706033.000000 Penalty: 5063.145020
	Iteration 22Q: 3 clusters Score -3706033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3706041.500000 Penalty: 5063.145020
	Iteration 23Q: 3 clusters Score -3706042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3706043.000000 Penalty: 5063.145020
	Iteration 24Q: 3 clusters Score -3706043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3706045.250000 Penalty: 5063.145020
	Iteration 25Q: 3 clusters Score -3706045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3706044.000000 Penalty: 5063.145020
	Iteration 26Q: 3 clusters Score -3706044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3706049.000000 Penalty: 5063.145020
	Iteration 27Q: 3 clusters Score -3706049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3706058.500000 Penalty: 5063.145020
	Iteration 28Q: 3 clusters Score -3706058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3706061.750000 Penalty: 5063.145020
	Iteration 29Q: 3 clusters Score -3706062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3706061.500000 Penalty: 5063.145020
	Iteration 30Q: 3 clusters Score -3706062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3706067.500000 Penalty: 5063.145020
	Iteration 31Q: 3 clusters Score -3706068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3706067.250000 Penalty: 5063.145020
	Iteration 32Q: 3 clusters Score -3706067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3706068.250000 Penalty: 5063.145020
	Iteration 33Q: 3 clusters Score -3706068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3706068.250000 Penalty: 5063.145020
	Iteration 34F: 3 clusters Score -3706068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -14695.826172 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -14695.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13750.641602 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -13750.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13884.051758 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -13884.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13909.660156 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -13909.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13916.992188 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -13916.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13932.616211 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -13932.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13986.733398 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -13986.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14005.406250 Penalty: 2507.897949
	Iteration 6Q: 3 clusters Score -14005.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14013.588867 Penalty: 2507.897949
	Iteration 7Q: 3 clusters Score -14013.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14013.588867 Penalty: 2507.897949
	Iteration 8F: 3 clusters Score -14013.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -771783.687500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -771783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -766628.187500 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -766628.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -768010.250000 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -768010.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -768411.812500 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -768411.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -768781.812500 Penalty: 4314.545898
	Iteration 3F: 3 clusters Score -768781.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -769062.937500 Penalty: 4314.545898
	Iteration 4F: 3 clusters Score -769062.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -769347.062500 Penalty: 4314.545898
	Iteration 5F: 3 clusters Score -769347.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -769597.937500 Penalty: 4314.545898
	Iteration 6F: 3 clusters Score -769597.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -769834.937500 Penalty: 4314.545898
	Iteration 7F: 3 clusters Score -769834.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -770032.437500 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -770032.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -770188.375000 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -770188.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -770302.187500 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -770302.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -770397.375000 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -770397.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -770465.500000 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -770465.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -770506.937500 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -770506.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -770535.562500 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -770535.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -770556.937500 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -770556.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -770569.062500 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -770569.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -770580.750000 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -770580.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -770589.625000 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -770589.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -770597.562500 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -770597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -770602.250000 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -770602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -770609.687500 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -770609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -770613.750000 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -770613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -770618.562500 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -770618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -770620.062500 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -770620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -770625.500000 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -770625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -770628.937500 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -770628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -770631.750000 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -770631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -770632.875000 Penalty: 4314.545898
	Iteration 28Q: 3 clusters Score -770632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -770635.250000 Penalty: 4314.545898
	Iteration 29Q: 3 clusters Score -770635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -770635.250000 Penalty: 4314.545898
	Iteration 30F: 3 clusters Score -770635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -19139.824219 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -19139.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18044.380859 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -18044.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18280.833984 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -18280.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18366.687500 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -18366.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18475.441406 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -18475.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18564.107422 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -18564.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18567.394531 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -18567.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18567.394531 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -18567.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Entering Unmasked Estep 
Score: -8099879.000000 Penalty: 2734.608154
	Iteration 0F: 2 clusters Score -8099879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -8058749.500000 Penalty: 5469.216309
	Iteration 0F: 3 clusters Score -8058750 nChanged 28439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -8074356.500000 Penalty: 5469.216309
	Iteration 1F: 3 clusters Score -8074356 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -8074990.000000 Penalty: 5469.216309
	Iteration 2Q: 3 clusters Score -8074990 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -8075816.500000 Penalty: 5469.216309
	Iteration 3Q: 3 clusters Score -8075816 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -8076837.000000 Penalty: 5469.216309
	Iteration 4Q: 3 clusters Score -8076837 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -8078274.500000 Penalty: 5469.216309
	Iteration 5F: 3 clusters Score -8078274 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8080522.500000 Penalty: 5469.216309
	Iteration 6F: 3 clusters Score -8080522 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -8083171.000000 Penalty: 5469.216309
	Iteration 7F: 3 clusters Score -8083171 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -8085654.500000 Penalty: 5469.216309
	Iteration 8F: 3 clusters Score -8085654 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -8087693.500000 Penalty: 5469.216309
	Iteration 9F: 3 clusters Score -8087694 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -8089291.500000 Penalty: 5469.216309
	Iteration 10Q: 3 clusters Score -8089292 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -8090633.000000 Penalty: 5469.216309
	Iteration 11Q: 3 clusters Score -8090633 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -8092046.500000 Penalty: 5469.216309
	Iteration 12Q: 3 clusters Score -8092046 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -8093685.500000 Penalty: 5469.216309
	Iteration 13Q: 3 clusters Score -8093686 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8095274.000000 Penalty: 5469.216309
	Iteration 14Q: 3 clusters Score -8095274 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8096365.500000 Penalty: 5469.216309
	Iteration 15Q: 3 clusters Score -8096366 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8096945.000000 Penalty: 5469.216309
	Iteration 16Q: 3 clusters Score -8096945 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8097274.000000 Penalty: 5469.216309
	Iteration 17Q: 3 clusters Score -8097274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8097441.000000 Penalty: 5469.216309
	Iteration 18Q: 3 clusters Score -8097441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8097548.500000 Penalty: 5469.216309
	Iteration 19Q: 3 clusters Score -8097548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8097620.000000 Penalty: 5469.216309
	Iteration 20F: 3 clusters Score -8097620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8097655.500000 Penalty: 5469.216309
	Iteration 21Q: 3 clusters Score -8097656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8097714.000000 Penalty: 5469.216309
	Iteration 22Q: 3 clusters Score -8097714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8097741.000000 Penalty: 5469.216309
	Iteration 23Q: 3 clusters Score -8097741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8097779.500000 Penalty: 5469.216309
	Iteration 24Q: 3 clusters Score -8097780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8097806.500000 Penalty: 5469.216309
	Iteration 25Q: 3 clusters Score -8097806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8097817.500000 Penalty: 5469.216309
	Iteration 26Q: 3 clusters Score -8097818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8097838.000000 Penalty: 5469.216309
	Iteration 27Q: 3 clusters Score -8097838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8097847.000000 Penalty: 5469.216309
	Iteration 28Q: 3 clusters Score -8097847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8097840.000000 Penalty: 5469.216309
	Iteration 29Q: 3 clusters Score -8097840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8097845.000000 Penalty: 5469.216309
	Iteration 30Q: 3 clusters Score -8097845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8097843.000000 Penalty: 5469.216309
	Iteration 31Q: 3 clusters Score -8097843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8097843.000000 Penalty: 5469.216309
	Iteration 32Q: 3 clusters Score -8097843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8097846.500000 Penalty: 5469.216309
	Iteration 33Q: 3 clusters Score -8097846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8097841.000000 Penalty: 5469.216309
	Iteration 34Q: 3 clusters Score -8097841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8097839.500000 Penalty: 5469.216309
	Iteration 35Q: 3 clusters Score -8097840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8097840.000000 Penalty: 5469.216309
	Iteration 36Q: 3 clusters Score -8097840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8097839.500000 Penalty: 5469.216309
	Iteration 37Q: 3 clusters Score -8097840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8097839.500000 Penalty: 5469.216309
	Iteration 38F: 3 clusters Score -8097840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Entering Unmasked Estep 
Score: -11685069.000000 Penalty: 2821.550537
	Iteration 0F: 2 clusters Score -1.168507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -11627073.000000 Penalty: 5643.101074
	Iteration 0F: 3 clusters Score -1.162707e+07 nChanged 41150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -11650830.000000 Penalty: 5643.101074
	Iteration 1F: 3 clusters Score -1.165083e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -11651850.000000 Penalty: 5643.101074
	Iteration 2Q: 3 clusters Score -1.165185e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -11653413.000000 Penalty: 5643.101074
	Iteration 3Q: 3 clusters Score -1.165341e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -11655616.000000 Penalty: 5643.101074
	Iteration 4Q: 3 clusters Score -1.165562e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -11658633.000000 Penalty: 5643.101074
	Iteration 5F: 3 clusters Score -1.165863e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -11662568.000000 Penalty: 5643.101074
	Iteration 6F: 3 clusters Score -1.166257e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -11666778.000000 Penalty: 5643.101074
	Iteration 7F: 3 clusters Score -1.166678e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -11670413.000000 Penalty: 5643.101074
	Iteration 8F: 3 clusters Score -1.167041e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -11673134.000000 Penalty: 5643.101074
	Iteration 9Q: 3 clusters Score -1.167313e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -11674804.000000 Penalty: 5643.101074
	Iteration 10Q: 3 clusters Score -1.16748e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -11675782.000000 Penalty: 5643.101074
	Iteration 11Q: 3 clusters Score -1.167578e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -11676376.000000 Penalty: 5643.101074
	Iteration 12Q: 3 clusters Score -1.167638e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -11676842.000000 Penalty: 5643.101074
	Iteration 13Q: 3 clusters Score -1.167684e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -11677146.000000 Penalty: 5643.101074
	Iteration 14Q: 3 clusters Score -1.167715e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -11677425.000000 Penalty: 5643.101074
	Iteration 15Q: 3 clusters Score -1.167742e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -11677702.000000 Penalty: 5643.101074
	Iteration 16Q: 3 clusters Score -1.16777e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -11677930.000000 Penalty: 5643.101074
	Iteration 17Q: 3 clusters Score -1.167793e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -11678142.000000 Penalty: 5643.101074
	Iteration 18Q: 3 clusters Score -1.167814e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -11678286.000000 Penalty: 5643.101074
	Iteration 19Q: 3 clusters Score -1.167829e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -11678401.000000 Penalty: 5643.101074
	Iteration 20F: 3 clusters Score -1.16784e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -11678587.000000 Penalty: 5643.101074
	Iteration 21Q: 3 clusters Score -1.167859e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -11678717.000000 Penalty: 5643.101074
	Iteration 22Q: 3 clusters Score -1.167872e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -11678874.000000 Penalty: 5643.101074
	Iteration 23Q: 3 clusters Score -1.167887e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -11679039.000000 Penalty: 5643.101074
	Iteration 24Q: 3 clusters Score -1.167904e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -11679181.000000 Penalty: 5643.101074
	Iteration 25Q: 3 clusters Score -1.167918e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -11679292.000000 Penalty: 5643.101074
	Iteration 26Q: 3 clusters Score -1.167929e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -11679489.000000 Penalty: 5643.101074
	Iteration 27Q: 3 clusters Score -1.167949e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -11679634.000000 Penalty: 5643.101074
	Iteration 28Q: 3 clusters Score -1.167963e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -11679788.000000 Penalty: 5643.101074
	Iteration 29Q: 3 clusters Score -1.167979e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -11679942.000000 Penalty: 5643.101074
	Iteration 30Q: 3 clusters Score -1.167994e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -11680119.000000 Penalty: 5643.101074
	Iteration 31Q: 3 clusters Score -1.168012e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -11680288.000000 Penalty: 5643.101074
	Iteration 32Q: 3 clusters Score -1.168029e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -11680423.000000 Penalty: 5643.101074
	Iteration 33Q: 3 clusters Score -1.168042e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -11680584.000000 Penalty: 5643.101074
	Iteration 34Q: 3 clusters Score -1.168058e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -11680749.000000 Penalty: 5643.101074
	Iteration 35Q: 3 clusters Score -1.168075e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -11680910.000000 Penalty: 5643.101074
	Iteration 36Q: 3 clusters Score -1.168091e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -11681035.000000 Penalty: 5643.101074
	Iteration 37Q: 3 clusters Score -1.168104e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -11681180.000000 Penalty: 5643.101074
	Iteration 38Q: 3 clusters Score -1.168118e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -11681301.000000 Penalty: 5643.101074
	Iteration 39Q: 3 clusters Score -1.16813e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -11681420.000000 Penalty: 5643.101074
	Iteration 40F: 3 clusters Score -1.168142e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -11681523.000000 Penalty: 5643.101074
	Iteration 41Q: 3 clusters Score -1.168152e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -11681638.000000 Penalty: 5643.101074
	Iteration 42Q: 3 clusters Score -1.168164e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -11681775.000000 Penalty: 5643.101074
	Iteration 43Q: 3 clusters Score -1.168178e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -11681886.000000 Penalty: 5643.101074
	Iteration 44Q: 3 clusters Score -1.168189e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -11681925.000000 Penalty: 5643.101074
	Iteration 45Q: 3 clusters Score -1.168192e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -11682072.000000 Penalty: 5643.101074
	Iteration 46Q: 3 clusters Score -1.168207e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -11682147.000000 Penalty: 5643.101074
	Iteration 47Q: 3 clusters Score -1.168215e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -11682188.000000 Penalty: 5643.101074
	Iteration 48Q: 3 clusters Score -1.168219e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -11682234.000000 Penalty: 5643.101074
	Iteration 49Q: 3 clusters Score -1.168223e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -11682271.000000 Penalty: 5643.101074
	Iteration 50Q: 3 clusters Score -1.168227e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -11682309.000000 Penalty: 5643.101074
	Iteration 51Q: 3 clusters Score -1.168231e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -11682352.000000 Penalty: 5643.101074
	Iteration 52Q: 3 clusters Score -1.168235e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11682372.000000 Penalty: 5643.101074
	Iteration 53Q: 3 clusters Score -1.168237e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -11682428.000000 Penalty: 5643.101074
	Iteration 54Q: 3 clusters Score -1.168243e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -11682487.000000 Penalty: 5643.101074
	Iteration 55Q: 3 clusters Score -1.168249e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -11682491.000000 Penalty: 5643.101074
	Iteration 56Q: 3 clusters Score -1.168249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11682500.000000 Penalty: 5643.101074
	Iteration 57Q: 3 clusters Score -1.16825e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11682511.000000 Penalty: 5643.101074
	Iteration 58Q: 3 clusters Score -1.168251e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -11682539.000000 Penalty: 5643.101074
	Iteration 59Q: 3 clusters Score -1.168254e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11682562.000000 Penalty: 5643.101074
	Iteration 60F: 3 clusters Score -1.168256e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -11682561.000000 Penalty: 5643.101074
	Iteration 61Q: 3 clusters Score -1.168256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -11682576.000000 Penalty: 5643.101074
	Iteration 62Q: 3 clusters Score -1.168258e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11682598.000000 Penalty: 5643.101074
	Iteration 63Q: 3 clusters Score -1.16826e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11682614.000000 Penalty: 5643.101074
	Iteration 64Q: 3 clusters Score -1.168261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -11682621.000000 Penalty: 5643.101074
	Iteration 65Q: 3 clusters Score -1.168262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -11682647.000000 Penalty: 5643.101074
	Iteration 66Q: 3 clusters Score -1.168265e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11682654.000000 Penalty: 5643.101074
	Iteration 67Q: 3 clusters Score -1.168265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11682650.000000 Penalty: 5643.101074
	Iteration 68Q: 3 clusters Score -1.168265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11682649.000000 Penalty: 5643.101074
	Iteration 69Q: 3 clusters Score -1.168265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11682669.000000 Penalty: 5643.101074
	Iteration 70Q: 3 clusters Score -1.168267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11682670.000000 Penalty: 5643.101074
	Iteration 71Q: 3 clusters Score -1.168267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11682676.000000 Penalty: 5643.101074
	Iteration 72Q: 3 clusters Score -1.168268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11682676.000000 Penalty: 5643.101074
	Iteration 73Q: 3 clusters Score -1.168268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -11682693.000000 Penalty: 5643.101074
	Iteration 74Q: 3 clusters Score -1.168269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11682692.000000 Penalty: 5643.101074
	Iteration 75Q: 3 clusters Score -1.168269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11682703.000000 Penalty: 5643.101074
	Iteration 76Q: 3 clusters Score -1.16827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11682712.000000 Penalty: 5643.101074
	Iteration 77Q: 3 clusters Score -1.168271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11682724.000000 Penalty: 5643.101074
	Iteration 78Q: 3 clusters Score -1.168272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11682719.000000 Penalty: 5643.101074
	Iteration 79Q: 3 clusters Score -1.168272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11682714.000000 Penalty: 5643.101074
	Iteration 80F: 3 clusters Score -1.168271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11682718.000000 Penalty: 5643.101074
	Iteration 81Q: 3 clusters Score -1.168272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11682713.000000 Penalty: 5643.101074
	Iteration 82Q: 3 clusters Score -1.168271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -11682713.000000 Penalty: 5643.101074
	Iteration 83Q: 3 clusters Score -1.168271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11682726.000000 Penalty: 5643.101074
	Iteration 84Q: 3 clusters Score -1.168273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11682728.000000 Penalty: 5643.101074
	Iteration 85Q: 3 clusters Score -1.168273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -11682734.000000 Penalty: 5643.101074
	Iteration 86Q: 3 clusters Score -1.168273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11682728.000000 Penalty: 5643.101074
	Iteration 87Q: 3 clusters Score -1.168273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11682738.000000 Penalty: 5643.101074
	Iteration 88Q: 3 clusters Score -1.168274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11682752.000000 Penalty: 5643.101074
	Iteration 89Q: 3 clusters Score -1.168275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11682753.000000 Penalty: 5643.101074
	Iteration 90Q: 3 clusters Score -1.168275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11682768.000000 Penalty: 5643.101074
	Iteration 91Q: 3 clusters Score -1.168277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11682761.000000 Penalty: 5643.101074
	Iteration 92Q: 3 clusters Score -1.168276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11682769.000000 Penalty: 5643.101074
	Iteration 93Q: 3 clusters Score -1.168277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11682762.000000 Penalty: 5643.101074
	Iteration 94Q: 3 clusters Score -1.168276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -11682763.000000 Penalty: 5643.101074
	Iteration 95Q: 3 clusters Score -1.168276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11682774.000000 Penalty: 5643.101074
	Iteration 96Q: 3 clusters Score -1.168277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -11682784.000000 Penalty: 5643.101074
	Iteration 97Q: 3 clusters Score -1.168278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -11682782.000000 Penalty: 5643.101074
	Iteration 98Q: 3 clusters Score -1.168278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -11682779.000000 Penalty: 5643.101074
	Iteration 99Q: 3 clusters Score -1.168278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -11682778.000000 Penalty: 5643.101074
	Iteration 100F: 3 clusters Score -1.168278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11682785.000000 Penalty: 5643.101074
	Iteration 101Q: 3 clusters Score -1.168278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11682786.000000 Penalty: 5643.101074
	Iteration 102Q: 3 clusters Score -1.168279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11682793.000000 Penalty: 5643.101074
	Iteration 103Q: 3 clusters Score -1.168279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11682792.000000 Penalty: 5643.101074
	Iteration 104Q: 3 clusters Score -1.168279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11682796.000000 Penalty: 5643.101074
	Iteration 105Q: 3 clusters Score -1.16828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11682797.000000 Penalty: 5643.101074
	Iteration 106Q: 3 clusters Score -1.16828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11682801.000000 Penalty: 5643.101074
	Iteration 107Q: 3 clusters Score -1.16828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11682800.000000 Penalty: 5643.101074
	Iteration 108Q: 3 clusters Score -1.16828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11682806.000000 Penalty: 5643.101074
	Iteration 109Q: 3 clusters Score -1.168281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11682802.000000 Penalty: 5643.101074
	Iteration 110Q: 3 clusters Score -1.16828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11682796.000000 Penalty: 5643.101074
	Iteration 111Q: 3 clusters Score -1.16828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11682794.000000 Penalty: 5643.101074
	Iteration 112Q: 3 clusters Score -1.168279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11682813.000000 Penalty: 5643.101074
	Iteration 113Q: 3 clusters Score -1.168281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11682818.000000 Penalty: 5643.101074
	Iteration 114Q: 3 clusters Score -1.168282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -11682816.000000 Penalty: 5643.101074
	Iteration 115Q: 3 clusters Score -1.168282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11682811.000000 Penalty: 5643.101074
	Iteration 116Q: 3 clusters Score -1.168281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11682812.000000 Penalty: 5643.101074
	Iteration 117Q: 3 clusters Score -1.168281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11682812.000000 Penalty: 5643.101074
	Iteration 118F: 3 clusters Score -1.168281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45129.175781 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45129.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45322.128906 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45322.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45452.632812 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45452.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45581.726562 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -45581.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45687.445312 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45687.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45784.328125 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -45784.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45843.398438 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -45843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45903.789062 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -45903.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45970.902344 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -45970.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46016.664062 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -46016.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46055.937500 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -46055.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46094.394531 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -46094.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46113.093750 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -46113.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46129.914062 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -46129.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46135.203125 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -46135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46135.203125 Penalty: 2997.145996
	Iteration 15F: 3 clusters Score -46135.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Entering Unmasked Estep 
Score: -13698675.000000 Penalty: 2858.946777
	Iteration 0F: 2 clusters Score -1.369868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -13631077.000000 Penalty: 5717.893555
	Iteration 0F: 3 clusters Score -1.363108e+07 nChanged 47594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -13658179.000000 Penalty: 5717.893555
	Iteration 1F: 3 clusters Score -1.365818e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -13659052.000000 Penalty: 5717.893555
	Iteration 2Q: 3 clusters Score -1.365905e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -13660177.000000 Penalty: 5717.893555
	Iteration 3Q: 3 clusters Score -1.366018e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -13661989.000000 Penalty: 5717.893555
	Iteration 4Q: 3 clusters Score -1.366199e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -13665109.000000 Penalty: 5717.893555
	Iteration 5F: 3 clusters Score -1.366511e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -13670477.000000 Penalty: 5717.893555
	Iteration 6F: 3 clusters Score -1.367048e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -13678088.000000 Penalty: 5717.893555
	Iteration 7F: 3 clusters Score -1.367809e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -13685990.000000 Penalty: 5717.893555
	Iteration 8F: 3 clusters Score -1.368599e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -13691309.000000 Penalty: 5717.893555
	Iteration 9F: 3 clusters Score -1.369131e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13694368.000000 Penalty: 5717.893555
	Iteration 10Q: 3 clusters Score -1.369437e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13695438.000000 Penalty: 5717.893555
	Iteration 11Q: 3 clusters Score -1.369544e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13695796.000000 Penalty: 5717.893555
	Iteration 12Q: 3 clusters Score -1.36958e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13695929.000000 Penalty: 5717.893555
	Iteration 13Q: 3 clusters Score -1.369593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13696003.000000 Penalty: 5717.893555
	Iteration 14Q: 3 clusters Score -1.3696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13696042.000000 Penalty: 5717.893555
	Iteration 15Q: 3 clusters Score -1.369604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13696084.000000 Penalty: 5717.893555
	Iteration 16Q: 3 clusters Score -1.369608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13696109.000000 Penalty: 5717.893555
	Iteration 17Q: 3 clusters Score -1.369611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13696136.000000 Penalty: 5717.893555
	Iteration 18Q: 3 clusters Score -1.369614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13696146.000000 Penalty: 5717.893555
	Iteration 19Q: 3 clusters Score -1.369615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13696147.000000 Penalty: 5717.893555
	Iteration 20F: 3 clusters Score -1.369615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13696158.000000 Penalty: 5717.893555
	Iteration 21Q: 3 clusters Score -1.369616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13696174.000000 Penalty: 5717.893555
	Iteration 22Q: 3 clusters Score -1.369617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13696174.000000 Penalty: 5717.893555
	Iteration 23Q: 3 clusters Score -1.369617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13696183.000000 Penalty: 5717.893555
	Iteration 24Q: 3 clusters Score -1.369618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13696178.000000 Penalty: 5717.893555
	Iteration 25Q: 3 clusters Score -1.369618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13696180.000000 Penalty: 5717.893555
	Iteration 26Q: 3 clusters Score -1.369618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13696180.000000 Penalty: 5717.893555
	Iteration 27F: 3 clusters Score -1.369618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -27733.943359 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -27733.94 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 120 members 
Entering Unmasked Estep 
Score: -26483.117188 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -26483.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26605.574219 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26605.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26627.849609 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -26627.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26632.210938 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26632.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26634.138672 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26634.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26634.138672 Penalty: 2730.644531
	Iteration 5F: 3 clusters Score -26634.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -36902.605469 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -36902.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35584.453125 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -35584.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35870.382812 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -35870.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36149.765625 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -36149.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36363.820312 Penalty: 2915.356934
	Iteration 3F: 3 clusters Score -36363.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36428.835938 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -36428.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36490.777344 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -36490.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36504.226562 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -36504.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36510.421875 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -36510.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36510.421875 Penalty: 2915.356934
	Iteration 8F: 3 clusters Score -36510.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111790 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 22016 members 
Mstep: Class 11 contains 20401 members 
Mstep: Class 12 contains 16207 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27118 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5995 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 61491 members 
Mstep: Class 21 contains 87310 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 101520 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62793576.000000 Penalty: 77813.773438
Iteration 359Q: 25 clusters Score -6.279358e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5856 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 22029 members 
Mstep: Class 11 contains 20388 members 
Mstep: Class 12 contains 16175 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27097 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5995 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 61185 members 
Mstep: Class 21 contains 85563 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 102558 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62793532.000000 Penalty: 77813.773438
Iteration 360F: 25 clusters Score -6.279353e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 5856 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 22055 members 
Mstep: Class 11 contains 20374 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27085 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5995 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 60804 members 
Mstep: Class 21 contains 83466 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103824 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62793624.000000 Penalty: 77813.773438
Iteration 361Q: 25 clusters Score -6.279362e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 22100 members 
Mstep: Class 11 contains 20358 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 27070 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5994 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 60310 members 
Mstep: Class 21 contains 80962 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 105315 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62793484.000000 Penalty: 77813.773438
Iteration 362Q: 25 clusters Score -6.279348e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 5823 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 22169 members 
Mstep: Class 11 contains 20339 members 
Mstep: Class 12 contains 15986 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27051 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 59747 members 
Mstep: Class 21 contains 77904 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 107144 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62792940.000000 Penalty: 77813.773438
Iteration 363Q: 25 clusters Score -6.279294e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 22219 members 
Mstep: Class 11 contains 20340 members 
Mstep: Class 12 contains 15929 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27040 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5977 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 59116 members 
Mstep: Class 21 contains 74206 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 109315 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62792060.000000 Penalty: 77813.773438
Iteration 364Q: 25 clusters Score -6.279206e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122397 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 22310 members 
Mstep: Class 11 contains 20358 members 
Mstep: Class 12 contains 15897 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27049 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 58360 members 
Mstep: Class 21 contains 69801 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 111869 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62791128.000000 Penalty: 77813.773438
Iteration 365Q: 25 clusters Score -6.279113e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 22409 members 
Mstep: Class 11 contains 20399 members 
Mstep: Class 12 contains 15884 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27064 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5940 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 57498 members 
Mstep: Class 21 contains 64962 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 114802 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788120.000000 Penalty: 77813.773438
Iteration 366Q: 25 clusters Score -6.278812e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 22530 members 
Mstep: Class 11 contains 20443 members 
Mstep: Class 12 contains 15909 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27111 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5897 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 56634 members 
Mstep: Class 21 contains 59837 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 117816 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62785188.000000 Penalty: 77813.773438
Iteration 367Q: 25 clusters Score -6.278519e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130297 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5713 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5325 members 
Mstep: Class 10 contains 22744 members 
Mstep: Class 11 contains 20494 members 
Mstep: Class 12 contains 16043 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27209 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 55819 members 
Mstep: Class 21 contains 54672 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 120965 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782164.000000 Penalty: 77813.773438
Iteration 368Q: 25 clusters Score -6.278216e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 5716 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 22953 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 27334 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5758 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54996 members 
Mstep: Class 21 contains 49956 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 124179 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779388.000000 Penalty: 77813.773438
Iteration 369Q: 25 clusters Score -6.277939e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132730 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 23108 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 16488 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27504 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5676 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54250 members 
Mstep: Class 21 contains 46353 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 127300 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776108.000000 Penalty: 77813.773438
Iteration 370Q: 25 clusters Score -6.277611e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 23309 members 
Mstep: Class 11 contains 20706 members 
Mstep: Class 12 contains 16778 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27713 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5587 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 43678 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 130220 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773632.000000 Penalty: 77813.773438
Iteration 371Q: 25 clusters Score -6.277363e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 23476 members 
Mstep: Class 11 contains 20814 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27965 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5482 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52964 members 
Mstep: Class 21 contains 41772 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 133076 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772204.000000 Penalty: 77813.773438
Iteration 372Q: 25 clusters Score -6.27722e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 23628 members 
Mstep: Class 11 contains 20905 members 
Mstep: Class 12 contains 17400 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28227 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52469 members 
Mstep: Class 21 contains 40346 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 135742 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771040.000000 Penalty: 77813.773438
Iteration 373Q: 25 clusters Score -6.277104e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 23726 members 
Mstep: Class 11 contains 20969 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28458 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52018 members 
Mstep: Class 21 contains 39201 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 138317 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770308.000000 Penalty: 77813.773438
Iteration 374Q: 25 clusters Score -6.277031e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 6024 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 23801 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 18008 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 5081 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51673 members 
Mstep: Class 21 contains 38218 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 140608 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770560.000000 Penalty: 77813.773438
Iteration 375Q: 25 clusters Score -6.277056e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 23843 members 
Mstep: Class 11 contains 21103 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28982 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51392 members 
Mstep: Class 21 contains 37356 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 142692 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770276.000000 Penalty: 77813.773438
Iteration 376Q: 25 clusters Score -6.277028e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 6133 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 23847 members 
Mstep: Class 11 contains 21159 members 
Mstep: Class 12 contains 18563 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29223 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51106 members 
Mstep: Class 21 contains 36616 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 144612 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770304.000000 Penalty: 77813.773438
Iteration 377Q: 25 clusters Score -6.27703e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122367 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 6189 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 23817 members 
Mstep: Class 11 contains 21211 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29405 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50841 members 
Mstep: Class 21 contains 35961 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 146352 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770336.000000 Penalty: 77813.773438
Iteration 378Q: 25 clusters Score -6.277034e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 23760 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 19083 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29563 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50578 members 
Mstep: Class 21 contains 35351 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 147916 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770280.000000 Penalty: 77813.773438
Iteration 379Q: 25 clusters Score -6.277028e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120393 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 23702 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 19327 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29697 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50353 members 
Mstep: Class 21 contains 34770 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 149273 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771896.000000 Penalty: 77813.773438
Iteration 380F: 25 clusters Score -6.27719e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 23675 members 
Mstep: Class 11 contains 21311 members 
Mstep: Class 12 contains 19526 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29836 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50080 members 
Mstep: Class 21 contains 30985 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 150520 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770692.000000 Penalty: 77813.773438
Iteration 381Q: 25 clusters Score -6.277069e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 23689 members 
Mstep: Class 11 contains 21366 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 30005 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 49792 members 
Mstep: Class 21 contains 27578 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 151824 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769208.000000 Penalty: 77813.773438
Iteration 382Q: 25 clusters Score -6.276921e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 23717 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30187 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 49525 members 
Mstep: Class 21 contains 24546 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 153166 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768232.000000 Penalty: 77813.773438
Iteration 383Q: 25 clusters Score -6.276823e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 3249 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 23767 members 
Mstep: Class 11 contains 21485 members 
Mstep: Class 12 contains 20448 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30391 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4398 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 49243 members 
Mstep: Class 21 contains 21824 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 154471 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767688.000000 Penalty: 77813.773438
Iteration 384Q: 25 clusters Score -6.276769e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 6567 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 23814 members 
Mstep: Class 11 contains 21549 members 
Mstep: Class 12 contains 20808 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30598 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 48959 members 
Mstep: Class 21 contains 19377 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 155671 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766688.000000 Penalty: 77813.773438
Iteration 385Q: 25 clusters Score -6.276669e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128448 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 23895 members 
Mstep: Class 11 contains 21621 members 
Mstep: Class 12 contains 21140 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30793 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 48670 members 
Mstep: Class 21 contains 17331 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 156776 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766288.000000 Penalty: 77813.773438
Iteration 386Q: 25 clusters Score -6.276629e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 3249 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 23971 members 
Mstep: Class 11 contains 21681 members 
Mstep: Class 12 contains 21504 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 30999 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 48423 members 
Mstep: Class 21 contains 15508 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 157604 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766172.000000 Penalty: 77813.773438
Iteration 387Q: 25 clusters Score -6.276617e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 24012 members 
Mstep: Class 11 contains 21739 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31189 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 48144 members 
Mstep: Class 21 contains 13872 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 158368 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765744.000000 Penalty: 77813.773438
Iteration 388Q: 25 clusters Score -6.276574e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129719 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 24055 members 
Mstep: Class 11 contains 21803 members 
Mstep: Class 12 contains 22092 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31365 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47887 members 
Mstep: Class 21 contains 12537 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 159037 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765072.000000 Penalty: 77813.773438
Iteration 389Q: 25 clusters Score -6.276507e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 6959 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 24075 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 22374 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31533 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4165 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47664 members 
Mstep: Class 21 contains 11463 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 159588 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764452.000000 Penalty: 77813.773438
Iteration 390Q: 25 clusters Score -6.276445e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 24078 members 
Mstep: Class 11 contains 21913 members 
Mstep: Class 12 contains 22683 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31690 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47480 members 
Mstep: Class 21 contains 10562 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 160105 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763956.000000 Penalty: 77813.773438
Iteration 391Q: 25 clusters Score -6.276396e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 24068 members 
Mstep: Class 11 contains 21948 members 
Mstep: Class 12 contains 22974 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4085 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47353 members 
Mstep: Class 21 contains 9779 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 160531 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763880.000000 Penalty: 77813.773438
Iteration 392Q: 25 clusters Score -6.276388e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129800 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 24059 members 
Mstep: Class 11 contains 21980 members 
Mstep: Class 12 contains 23245 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47232 members 
Mstep: Class 21 contains 9154 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 160925 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763648.000000 Penalty: 77813.773438
Iteration 393Q: 25 clusters Score -6.276365e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 24036 members 
Mstep: Class 11 contains 22026 members 
Mstep: Class 12 contains 23528 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32010 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47110 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 161254 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763388.000000 Penalty: 77813.773438
Iteration 394Q: 25 clusters Score -6.276339e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129567 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 7337 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5316 members 
Mstep: Class 10 contains 23991 members 
Mstep: Class 11 contains 22057 members 
Mstep: Class 12 contains 23801 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47031 members 
Mstep: Class 21 contains 8149 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 161453 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763156.000000 Penalty: 77813.773438
Iteration 395Q: 25 clusters Score -6.276316e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129507 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 7391 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 23951 members 
Mstep: Class 11 contains 22078 members 
Mstep: Class 12 contains 24030 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32248 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 46968 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 161553 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762956.000000 Penalty: 77813.773438
Iteration 396Q: 25 clusters Score -6.276296e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129466 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 23885 members 
Mstep: Class 11 contains 22112 members 
Mstep: Class 12 contains 24268 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32363 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3927 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 46946 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 161567 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762772.000000 Penalty: 77813.773438
Iteration 397Q: 25 clusters Score -6.276277e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 23808 members 
Mstep: Class 11 contains 22147 members 
Mstep: Class 12 contains 24487 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32450 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 46914 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 161485 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762568.000000 Penalty: 77813.773438
Iteration 398Q: 25 clusters Score -6.276257e+07 nChanged 2091
Entering ConstructFrom: 
Score: -62762568.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (129601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129601 members 
Entering Unmasked Estep 
Score: -17348764.000000 Penalty: 2919.509521
	Iteration 0F: 2 clusters Score -1.734876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -17272330.000000 Penalty: 5839.019043
	Iteration 0F: 3 clusters Score -1.727233e+07 nChanged 61683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -17308170.000000 Penalty: 5839.019043
	Iteration 1F: 3 clusters Score -1.730817e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -17309460.000000 Penalty: 5839.019043
	Iteration 2Q: 3 clusters Score -1.730946e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -17311276.000000 Penalty: 5839.019043
	Iteration 3Q: 3 clusters Score -1.731128e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -17313786.000000 Penalty: 5839.019043
	Iteration 4Q: 3 clusters Score -1.731379e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -17317452.000000 Penalty: 5839.019043
	Iteration 5F: 3 clusters Score -1.731745e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -17322566.000000 Penalty: 5839.019043
	Iteration 6F: 3 clusters Score -1.732257e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -17329460.000000 Penalty: 5839.019043
	Iteration 7F: 3 clusters Score -1.732946e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -17335704.000000 Penalty: 5839.019043
	Iteration 8F: 3 clusters Score -1.73357e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -17338906.000000 Penalty: 5839.019043
	Iteration 9F: 3 clusters Score -1.733891e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -17340112.000000 Penalty: 5839.019043
	Iteration 10Q: 3 clusters Score -1.734011e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -17340562.000000 Penalty: 5839.019043
	Iteration 11Q: 3 clusters Score -1.734056e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -17341084.000000 Penalty: 5839.019043
	Iteration 12Q: 3 clusters Score -1.734108e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -17341564.000000 Penalty: 5839.019043
	Iteration 13Q: 3 clusters Score -1.734156e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -17341996.000000 Penalty: 5839.019043
	Iteration 14Q: 3 clusters Score -1.7342e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -17342486.000000 Penalty: 5839.019043
	Iteration 15Q: 3 clusters Score -1.734249e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -17343156.000000 Penalty: 5839.019043
	Iteration 16Q: 3 clusters Score -1.734316e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -17343580.000000 Penalty: 5839.019043
	Iteration 17Q: 3 clusters Score -1.734358e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -17344156.000000 Penalty: 5839.019043
	Iteration 18Q: 3 clusters Score -1.734416e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -17344802.000000 Penalty: 5839.019043
	Iteration 19Q: 3 clusters Score -1.73448e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -17345296.000000 Penalty: 5839.019043
	Iteration 20F: 3 clusters Score -1.73453e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -17345658.000000 Penalty: 5839.019043
	Iteration 21Q: 3 clusters Score -1.734566e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -17346172.000000 Penalty: 5839.019043
	Iteration 22Q: 3 clusters Score -1.734617e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -17346442.000000 Penalty: 5839.019043
	Iteration 23Q: 3 clusters Score -1.734644e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -17346752.000000 Penalty: 5839.019043
	Iteration 24Q: 3 clusters Score -1.734675e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -17347020.000000 Penalty: 5839.019043
	Iteration 25Q: 3 clusters Score -1.734702e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -17347290.000000 Penalty: 5839.019043
	Iteration 26Q: 3 clusters Score -1.734729e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -17347420.000000 Penalty: 5839.019043
	Iteration 27Q: 3 clusters Score -1.734742e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -17347506.000000 Penalty: 5839.019043
	Iteration 28Q: 3 clusters Score -1.734751e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -17347544.000000 Penalty: 5839.019043
	Iteration 29Q: 3 clusters Score -1.734754e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -17347592.000000 Penalty: 5839.019043
	Iteration 30Q: 3 clusters Score -1.734759e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -17347674.000000 Penalty: 5839.019043
	Iteration 31Q: 3 clusters Score -1.734767e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -17347684.000000 Penalty: 5839.019043
	Iteration 32Q: 3 clusters Score -1.734768e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -17347672.000000 Penalty: 5839.019043
	Iteration 33Q: 3 clusters Score -1.734767e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -17347726.000000 Penalty: 5839.019043
	Iteration 34Q: 3 clusters Score -1.734773e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -17347788.000000 Penalty: 5839.019043
	Iteration 35Q: 3 clusters Score -1.734779e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -17347824.000000 Penalty: 5839.019043
	Iteration 36Q: 3 clusters Score -1.734782e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -17347826.000000 Penalty: 5839.019043
	Iteration 37Q: 3 clusters Score -1.734783e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -17347838.000000 Penalty: 5839.019043
	Iteration 38Q: 3 clusters Score -1.734784e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -17347846.000000 Penalty: 5839.019043
	Iteration 39Q: 3 clusters Score -1.734785e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -17347846.000000 Penalty: 5839.019043
	Iteration 40F: 3 clusters Score -1.734785e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -17347858.000000 Penalty: 5839.019043
	Iteration 41Q: 3 clusters Score -1.734786e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -17347868.000000 Penalty: 5839.019043
	Iteration 42Q: 3 clusters Score -1.734787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -17347884.000000 Penalty: 5839.019043
	Iteration 43Q: 3 clusters Score -1.734788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -17347908.000000 Penalty: 5839.019043
	Iteration 44Q: 3 clusters Score -1.734791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -17347914.000000 Penalty: 5839.019043
	Iteration 45Q: 3 clusters Score -1.734791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -17347922.000000 Penalty: 5839.019043
	Iteration 46Q: 3 clusters Score -1.734792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -17347916.000000 Penalty: 5839.019043
	Iteration 47Q: 3 clusters Score -1.734792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -17347932.000000 Penalty: 5839.019043
	Iteration 48Q: 3 clusters Score -1.734793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -17347924.000000 Penalty: 5839.019043
	Iteration 49Q: 3 clusters Score -1.734792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -17347926.000000 Penalty: 5839.019043
	Iteration 50Q: 3 clusters Score -1.734793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -17347942.000000 Penalty: 5839.019043
	Iteration 51Q: 3 clusters Score -1.734794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -17347924.000000 Penalty: 5839.019043
	Iteration 52Q: 3 clusters Score -1.734792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -17347918.000000 Penalty: 5839.019043
	Iteration 53Q: 3 clusters Score -1.734792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -17347914.000000 Penalty: 5839.019043
	Iteration 54Q: 3 clusters Score -1.734791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -17347926.000000 Penalty: 5839.019043
	Iteration 55Q: 3 clusters Score -1.734793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -17347922.000000 Penalty: 5839.019043
	Iteration 56Q: 3 clusters Score -1.734792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -17347934.000000 Penalty: 5839.019043
	Iteration 57Q: 3 clusters Score -1.734793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -17347922.000000 Penalty: 5839.019043
	Iteration 58Q: 3 clusters Score -1.734792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -17347928.000000 Penalty: 5839.019043
	Iteration 59Q: 3 clusters Score -1.734793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -17347928.000000 Penalty: 5839.019043
	Iteration 60F: 3 clusters Score -1.734793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -404900.468750 Penalty: 2003.437622
	Iteration 0F: 2 clusters Score -404900.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -401434.968750 Penalty: 4006.875244
	Iteration 0F: 3 clusters Score -401435 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -402229.843750 Penalty: 4006.875244
	Iteration 1F: 3 clusters Score -402229.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -402448.437500 Penalty: 4006.875244
	Iteration 2F: 3 clusters Score -402448.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -402591.218750 Penalty: 4006.875244
	Iteration 3F: 3 clusters Score -402591.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -402690.031250 Penalty: 4006.875244
	Iteration 4Q: 3 clusters Score -402690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -402766.312500 Penalty: 4006.875244
	Iteration 5Q: 3 clusters Score -402766.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -402825.593750 Penalty: 4006.875244
	Iteration 6Q: 3 clusters Score -402825.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -402860.218750 Penalty: 4006.875244
	Iteration 7Q: 3 clusters Score -402860.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -402887.968750 Penalty: 4006.875244
	Iteration 8Q: 3 clusters Score -402888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -402907.531250 Penalty: 4006.875244
	Iteration 9Q: 3 clusters Score -402907.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -402924.406250 Penalty: 4006.875244
	Iteration 10Q: 3 clusters Score -402924.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -402938.656250 Penalty: 4006.875244
	Iteration 11Q: 3 clusters Score -402938.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -402950.531250 Penalty: 4006.875244
	Iteration 12Q: 3 clusters Score -402950.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -402960.062500 Penalty: 4006.875244
	Iteration 13Q: 3 clusters Score -402960.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -402970.718750 Penalty: 4006.875244
	Iteration 14Q: 3 clusters Score -402970.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -402977.062500 Penalty: 4006.875244
	Iteration 15Q: 3 clusters Score -402977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -402985.906250 Penalty: 4006.875244
	Iteration 16Q: 3 clusters Score -402985.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -402998.187500 Penalty: 4006.875244
	Iteration 17Q: 3 clusters Score -402998.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -403008.031250 Penalty: 4006.875244
	Iteration 18Q: 3 clusters Score -403008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -403018.468750 Penalty: 4006.875244
	Iteration 19Q: 3 clusters Score -403018.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -403028.156250 Penalty: 4006.875244
	Iteration 20F: 3 clusters Score -403028.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -403041.437500 Penalty: 4006.875244
	Iteration 21Q: 3 clusters Score -403041.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -403055.937500 Penalty: 4006.875244
	Iteration 22Q: 3 clusters Score -403055.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403069.218750 Penalty: 4006.875244
	Iteration 23Q: 3 clusters Score -403069.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -403079.000000 Penalty: 4006.875244
	Iteration 24Q: 3 clusters Score -403079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403085.312500 Penalty: 4006.875244
	Iteration 25Q: 3 clusters Score -403085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403089.593750 Penalty: 4006.875244
	Iteration 26Q: 3 clusters Score -403089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -403091.500000 Penalty: 4006.875244
	Iteration 27Q: 3 clusters Score -403091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -403093.625000 Penalty: 4006.875244
	Iteration 28Q: 3 clusters Score -403093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -403094.750000 Penalty: 4006.875244
	Iteration 29Q: 3 clusters Score -403094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403094.906250 Penalty: 4006.875244
	Iteration 30Q: 3 clusters Score -403094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -403096.500000 Penalty: 4006.875244
	Iteration 31Q: 3 clusters Score -403096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -403097.031250 Penalty: 4006.875244
	Iteration 32Q: 3 clusters Score -403097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -403098.656250 Penalty: 4006.875244
	Iteration 33Q: 3 clusters Score -403098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -403099.218750 Penalty: 4006.875244
	Iteration 34Q: 3 clusters Score -403099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -403102.156250 Penalty: 4006.875244
	Iteration 35Q: 3 clusters Score -403102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -403106.062500 Penalty: 4006.875244
	Iteration 36Q: 3 clusters Score -403106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -403109.250000 Penalty: 4006.875244
	Iteration 37Q: 3 clusters Score -403109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -403112.218750 Penalty: 4006.875244
	Iteration 38Q: 3 clusters Score -403112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403114.312500 Penalty: 4006.875244
	Iteration 39Q: 3 clusters Score -403114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -403115.937500 Penalty: 4006.875244
	Iteration 40F: 3 clusters Score -403115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -403117.718750 Penalty: 4006.875244
	Iteration 41Q: 3 clusters Score -403117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -403118.656250 Penalty: 4006.875244
	Iteration 42Q: 3 clusters Score -403118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -403120.500000 Penalty: 4006.875244
	Iteration 43Q: 3 clusters Score -403120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -403122.875000 Penalty: 4006.875244
	Iteration 44Q: 3 clusters Score -403122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -403124.156250 Penalty: 4006.875244
	Iteration 45Q: 3 clusters Score -403124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -403127.718750 Penalty: 4006.875244
	Iteration 46Q: 3 clusters Score -403127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -403132.781250 Penalty: 4006.875244
	Iteration 47Q: 3 clusters Score -403132.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -403137.781250 Penalty: 4006.875244
	Iteration 48Q: 3 clusters Score -403137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -403141.781250 Penalty: 4006.875244
	Iteration 49Q: 3 clusters Score -403141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -403145.812500 Penalty: 4006.875244
	Iteration 50Q: 3 clusters Score -403145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -403149.218750 Penalty: 4006.875244
	Iteration 51Q: 3 clusters Score -403149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -403151.406250 Penalty: 4006.875244
	Iteration 52Q: 3 clusters Score -403151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -403153.281250 Penalty: 4006.875244
	Iteration 53Q: 3 clusters Score -403153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -403155.468750 Penalty: 4006.875244
	Iteration 54Q: 3 clusters Score -403155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -403157.625000 Penalty: 4006.875244
	Iteration 55Q: 3 clusters Score -403157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -403160.625000 Penalty: 4006.875244
	Iteration 56Q: 3 clusters Score -403160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -403162.156250 Penalty: 4006.875244
	Iteration 57Q: 3 clusters Score -403162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -403164.656250 Penalty: 4006.875244
	Iteration 58Q: 3 clusters Score -403164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -403165.625000 Penalty: 4006.875244
	Iteration 59Q: 3 clusters Score -403165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -403168.531250 Penalty: 4006.875244
	Iteration 60F: 3 clusters Score -403168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -403168.468750 Penalty: 4006.875244
	Iteration 61Q: 3 clusters Score -403168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -403168.468750 Penalty: 4006.875244
	Iteration 62F: 3 clusters Score -403168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -67044.085938 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -67044.09 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 291 members 
Entering Unmasked Estep 
Score: -65477.796875 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -65477.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65844.820312 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -65844.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65993.031250 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -65993.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66106.476562 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -66106.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66267.421875 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -66267.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66485.960938 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -66485.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66555.882812 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -66555.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66607.062500 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -66607.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66645.453125 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -66645.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66654.328125 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -66654.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66665.898438 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -66665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66673.234375 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -66673.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66683.671875 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -66683.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66694.281250 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -66694.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66704.093750 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -66704.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66717.921875 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -66717.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66747.703125 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -66747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66754.281250 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -66754.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66756.914062 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -66756.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66756.914062 Penalty: 3166.219238
	Iteration 19F: 3 clusters Score -66756.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -194244.156250 Penalty: 1810.349731
	Iteration 0F: 2 clusters Score -194244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191972.171875 Penalty: 3620.699463
	Iteration 0F: 3 clusters Score -191972.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192297.625000 Penalty: 3620.699463
	Iteration 1F: 3 clusters Score -192297.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192390.968750 Penalty: 3620.699463
	Iteration 2F: 3 clusters Score -192391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -192442.343750 Penalty: 3620.699463
	Iteration 3Q: 3 clusters Score -192442.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -192479.437500 Penalty: 3620.699463
	Iteration 4Q: 3 clusters Score -192479.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192505.687500 Penalty: 3620.699463
	Iteration 5Q: 3 clusters Score -192505.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192525.656250 Penalty: 3620.699463
	Iteration 6Q: 3 clusters Score -192525.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -192540.453125 Penalty: 3620.699463
	Iteration 7Q: 3 clusters Score -192540.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -192555.484375 Penalty: 3620.699463
	Iteration 8Q: 3 clusters Score -192555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -192566.125000 Penalty: 3620.699463
	Iteration 9Q: 3 clusters Score -192566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -192575.750000 Penalty: 3620.699463
	Iteration 10Q: 3 clusters Score -192575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192584.390625 Penalty: 3620.699463
	Iteration 11Q: 3 clusters Score -192584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -192587.921875 Penalty: 3620.699463
	Iteration 12Q: 3 clusters Score -192587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -192590.046875 Penalty: 3620.699463
	Iteration 13Q: 3 clusters Score -192590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192590.484375 Penalty: 3620.699463
	Iteration 14Q: 3 clusters Score -192590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192590.484375 Penalty: 3620.699463
	Iteration 15F: 3 clusters Score -192590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Entering Unmasked Estep 
Score: -1021197.062500 Penalty: 2214.368652
	Iteration 0F: 2 clusters Score -1021197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1015099.937500 Penalty: 4428.737305
	Iteration 0F: 3 clusters Score -1015100 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1016866.562500 Penalty: 4428.737305
	Iteration 1F: 3 clusters Score -1016867 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1017352.375000 Penalty: 4428.737305
	Iteration 2F: 3 clusters Score -1017352 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1017865.250000 Penalty: 4428.737305
	Iteration 3F: 3 clusters Score -1017865 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1018408.125000 Penalty: 4428.737305
	Iteration 4F: 3 clusters Score -1018408 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1018910.500000 Penalty: 4428.737305
	Iteration 5F: 3 clusters Score -1018910 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1019350.937500 Penalty: 4428.737305
	Iteration 6F: 3 clusters Score -1019351 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1019649.312500 Penalty: 4428.737305
	Iteration 7F: 3 clusters Score -1019649 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1019843.375000 Penalty: 4428.737305
	Iteration 8Q: 3 clusters Score -1019843 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1019974.687500 Penalty: 4428.737305
	Iteration 9Q: 3 clusters Score -1019975 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1020046.875000 Penalty: 4428.737305
	Iteration 10Q: 3 clusters Score -1020047 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1020088.875000 Penalty: 4428.737305
	Iteration 11Q: 3 clusters Score -1020089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1020125.687500 Penalty: 4428.737305
	Iteration 12Q: 3 clusters Score -1020126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1020144.812500 Penalty: 4428.737305
	Iteration 13Q: 3 clusters Score -1020145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1020166.187500 Penalty: 4428.737305
	Iteration 14Q: 3 clusters Score -1020166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1020180.625000 Penalty: 4428.737305
	Iteration 15Q: 3 clusters Score -1020181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1020195.875000 Penalty: 4428.737305
	Iteration 16Q: 3 clusters Score -1020196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1020200.000000 Penalty: 4428.737305
	Iteration 17Q: 3 clusters Score -1020200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1020203.625000 Penalty: 4428.737305
	Iteration 18Q: 3 clusters Score -1020204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1020207.812500 Penalty: 4428.737305
	Iteration 19Q: 3 clusters Score -1020208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1020209.500000 Penalty: 4428.737305
	Iteration 20F: 3 clusters Score -1020210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1020209.375000 Penalty: 4428.737305
	Iteration 21Q: 3 clusters Score -1020209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1020208.500000 Penalty: 4428.737305
	Iteration 22Q: 3 clusters Score -1020208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1020209.562500 Penalty: 4428.737305
	Iteration 23Q: 3 clusters Score -1020210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1020211.125000 Penalty: 4428.737305
	Iteration 24Q: 3 clusters Score -1020211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1020211.125000 Penalty: 4428.737305
	Iteration 25F: 3 clusters Score -1020211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -408593.343750 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -408593.3 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 1511 members 
Entering Unmasked Estep 
Score: -405272.937500 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -405272.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -405927.937500 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -405927.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -406098.156250 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -406098.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -406209.062500 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -406209.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -406291.406250 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -406291.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406353.625000 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -406353.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406409.687500 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -406409.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -406432.656250 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -406432.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -406454.875000 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -406454.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -406474.031250 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -406474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -406494.593750 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -406494.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -406513.593750 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -406513.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -406523.500000 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -406523.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -406533.500000 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -406533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406545.500000 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -406545.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406561.718750 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -406561.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -406577.250000 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -406577.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -406596.968750 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -406597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -406620.718750 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -406620.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -406649.812500 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -406649.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -406679.406250 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -406679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406711.281250 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -406711.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -406741.968750 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -406742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406786.375000 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -406786.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -406831.031250 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -406831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -406876.343750 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -406876.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -406940.843750 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -406940.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -407048.718750 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -407048.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -407194.937500 Penalty: 3985.176758
	Iteration 28Q: 3 clusters Score -407194.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -407370.656250 Penalty: 3985.176758
	Iteration 29Q: 3 clusters Score -407370.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -407508.375000 Penalty: 3985.176758
	Iteration 30Q: 3 clusters Score -407508.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -407593.187500 Penalty: 3985.176758
	Iteration 31Q: 3 clusters Score -407593.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -407649.156250 Penalty: 3985.176758
	Iteration 32Q: 3 clusters Score -407649.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407692.625000 Penalty: 3985.176758
	Iteration 33Q: 3 clusters Score -407692.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -407723.937500 Penalty: 3985.176758
	Iteration 34Q: 3 clusters Score -407723.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -407764.593750 Penalty: 3985.176758
	Iteration 35Q: 3 clusters Score -407764.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -407839.062500 Penalty: 3985.176758
	Iteration 36Q: 3 clusters Score -407839.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -407942.656250 Penalty: 3985.176758
	Iteration 37Q: 3 clusters Score -407942.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -408083.937500 Penalty: 3985.176758
	Iteration 38Q: 3 clusters Score -408083.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -408229.593750 Penalty: 3985.176758
	Iteration 39Q: 3 clusters Score -408229.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -408355.687500 Penalty: 3985.176758
	Iteration 40F: 3 clusters Score -408355.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -408405.718750 Penalty: 3985.176758
	Iteration 41Q: 3 clusters Score -408405.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -408422.656250 Penalty: 3985.176758
	Iteration 42Q: 3 clusters Score -408422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -408430.437500 Penalty: 3985.176758
	Iteration 43Q: 3 clusters Score -408430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -408438.062500 Penalty: 3985.176758
	Iteration 44Q: 3 clusters Score -408438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -408441.437500 Penalty: 3985.176758
	Iteration 45Q: 3 clusters Score -408441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -408442.156250 Penalty: 3985.176758
	Iteration 46Q: 3 clusters Score -408442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -408442.156250 Penalty: 3985.176758
	Iteration 47F: 3 clusters Score -408442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13917.439453 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13917.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13051.334961 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13051.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -697021.375000 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -697021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -692341.375000 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -692341.4 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -693623.875000 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -693623.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -693930.375000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -693930.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -694203.687500 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -694203.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -694570.875000 Penalty: 4260.398926
	Iteration 4F: 3 clusters Score -694570.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -695009.312500 Penalty: 4260.398926
	Iteration 5F: 3 clusters Score -695009.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -695344.875000 Penalty: 4260.398926
	Iteration 6F: 3 clusters Score -695344.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -695560.812500 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -695560.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -695698.812500 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -695698.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -695797.000000 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -695797 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -695860.187500 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -695860.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -695904.437500 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -695904.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -695949.500000 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -695949.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -695983.062500 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -695983.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -696014.687500 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -696014.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -696042.875000 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -696042.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -696061.562500 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -696061.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -696079.687500 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -696079.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -696090.062500 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -696090.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -696102.500000 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -696102.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -696117.375000 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -696117.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -696125.437500 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -696125.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -696137.437500 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -696137.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -696145.750000 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -696145.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -696157.437500 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -696157.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -696169.687500 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -696169.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -696179.062500 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -696179.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -696194.500000 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -696194.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -696208.687500 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -696208.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -696216.937500 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -696216.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -696225.625000 Penalty: 4260.398926
	Iteration 30Q: 3 clusters Score -696225.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -696234.000000 Penalty: 4260.398926
	Iteration 31Q: 3 clusters Score -696234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -696245.812500 Penalty: 4260.398926
	Iteration 32Q: 3 clusters Score -696245.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -696260.750000 Penalty: 4260.398926
	Iteration 33Q: 3 clusters Score -696260.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -696281.562500 Penalty: 4260.398926
	Iteration 34Q: 3 clusters Score -696281.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -696296.875000 Penalty: 4260.398926
	Iteration 35Q: 3 clusters Score -696296.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -696317.687500 Penalty: 4260.398926
	Iteration 36Q: 3 clusters Score -696317.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -696338.562500 Penalty: 4260.398926
	Iteration 37Q: 3 clusters Score -696338.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -696356.187500 Penalty: 4260.398926
	Iteration 38Q: 3 clusters Score -696356.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -696372.562500 Penalty: 4260.398926
	Iteration 39Q: 3 clusters Score -696372.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -696386.000000 Penalty: 4260.398926
	Iteration 40F: 3 clusters Score -696386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -696400.250000 Penalty: 4260.398926
	Iteration 41Q: 3 clusters Score -696400.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -696422.812500 Penalty: 4260.398926
	Iteration 42Q: 3 clusters Score -696422.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -696440.437500 Penalty: 4260.398926
	Iteration 43Q: 3 clusters Score -696440.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -696456.750000 Penalty: 4260.398926
	Iteration 44Q: 3 clusters Score -696456.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -696473.187500 Penalty: 4260.398926
	Iteration 45Q: 3 clusters Score -696473.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -696481.687500 Penalty: 4260.398926
	Iteration 46Q: 3 clusters Score -696481.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -696490.625000 Penalty: 4260.398926
	Iteration 47Q: 3 clusters Score -696490.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -696500.000000 Penalty: 4260.398926
	Iteration 48Q: 3 clusters Score -696500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -696506.062500 Penalty: 4260.398926
	Iteration 49Q: 3 clusters Score -696506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -696512.187500 Penalty: 4260.398926
	Iteration 50Q: 3 clusters Score -696512.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -696518.000000 Penalty: 4260.398926
	Iteration 51Q: 3 clusters Score -696518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -696525.562500 Penalty: 4260.398926
	Iteration 52Q: 3 clusters Score -696525.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -696531.437500 Penalty: 4260.398926
	Iteration 53Q: 3 clusters Score -696531.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -696536.812500 Penalty: 4260.398926
	Iteration 54Q: 3 clusters Score -696536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -696542.937500 Penalty: 4260.398926
	Iteration 55Q: 3 clusters Score -696542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -696544.250000 Penalty: 4260.398926
	Iteration 56Q: 3 clusters Score -696544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -696544.875000 Penalty: 4260.398926
	Iteration 57Q: 3 clusters Score -696544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -696546.187500 Penalty: 4260.398926
	Iteration 58Q: 3 clusters Score -696546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -696547.812500 Penalty: 4260.398926
	Iteration 59Q: 3 clusters Score -696547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -696546.250000 Penalty: 4260.398926
	Iteration 60F: 3 clusters Score -696546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -696546.562500 Penalty: 4260.398926
	Iteration 61Q: 3 clusters Score -696546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -696550.437500 Penalty: 4260.398926
	Iteration 62Q: 3 clusters Score -696550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -696552.500000 Penalty: 4260.398926
	Iteration 63Q: 3 clusters Score -696552.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -696551.812500 Penalty: 4260.398926
	Iteration 64Q: 3 clusters Score -696551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -696553.312500 Penalty: 4260.398926
	Iteration 65Q: 3 clusters Score -696553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -696553.812500 Penalty: 4260.398926
	Iteration 66Q: 3 clusters Score -696553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -696554.062500 Penalty: 4260.398926
	Iteration 67Q: 3 clusters Score -696554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -696553.562500 Penalty: 4260.398926
	Iteration 68Q: 3 clusters Score -696553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -696553.562500 Penalty: 4260.398926
	Iteration 69F: 3 clusters Score -696553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Entering Unmasked Estep 
Score: -3203343.500000 Penalty: 2498.652344
	Iteration 0F: 2 clusters Score -3203344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3186801.000000 Penalty: 4997.304688
	Iteration 0F: 3 clusters Score -3186801 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3192555.750000 Penalty: 4997.304688
	Iteration 1F: 3 clusters Score -3192556 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3192949.250000 Penalty: 4997.304688
	Iteration 2Q: 3 clusters Score -3192949 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3193244.250000 Penalty: 4997.304688
	Iteration 3Q: 3 clusters Score -3193244 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3193478.000000 Penalty: 4997.304688
	Iteration 4Q: 3 clusters Score -3193478 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3193702.000000 Penalty: 4997.304688
	Iteration 5Q: 3 clusters Score -3193702 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3193883.750000 Penalty: 4997.304688
	Iteration 6Q: 3 clusters Score -3193884 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3194057.500000 Penalty: 4997.304688
	Iteration 7Q: 3 clusters Score -3194058 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3194242.250000 Penalty: 4997.304688
	Iteration 8Q: 3 clusters Score -3194242 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3194491.250000 Penalty: 4997.304688
	Iteration 9Q: 3 clusters Score -3194491 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3194810.000000 Penalty: 4997.304688
	Iteration 10Q: 3 clusters Score -3194810 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3195244.750000 Penalty: 4997.304688
	Iteration 11Q: 3 clusters Score -3195245 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3195856.500000 Penalty: 4997.304688
	Iteration 12Q: 3 clusters Score -3195856 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3196693.000000 Penalty: 4997.304688
	Iteration 13F: 3 clusters Score -3196693 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3197740.500000 Penalty: 4997.304688
	Iteration 14F: 3 clusters Score -3197740 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3198781.000000 Penalty: 4997.304688
	Iteration 15F: 3 clusters Score -3198781 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3199622.000000 Penalty: 4997.304688
	Iteration 16Q: 3 clusters Score -3199622 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3200266.750000 Penalty: 4997.304688
	Iteration 17Q: 3 clusters Score -3200267 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3200691.250000 Penalty: 4997.304688
	Iteration 18Q: 3 clusters Score -3200691 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3200913.000000 Penalty: 4997.304688
	Iteration 19Q: 3 clusters Score -3200913 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3201045.000000 Penalty: 4997.304688
	Iteration 20F: 3 clusters Score -3201045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3201148.000000 Penalty: 4997.304688
	Iteration 21Q: 3 clusters Score -3201148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3201196.000000 Penalty: 4997.304688
	Iteration 22Q: 3 clusters Score -3201196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3201231.500000 Penalty: 4997.304688
	Iteration 23Q: 3 clusters Score -3201232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3201257.000000 Penalty: 4997.304688
	Iteration 24Q: 3 clusters Score -3201257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3201269.250000 Penalty: 4997.304688
	Iteration 25Q: 3 clusters Score -3201269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3201282.750000 Penalty: 4997.304688
	Iteration 26Q: 3 clusters Score -3201283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3201292.500000 Penalty: 4997.304688
	Iteration 27Q: 3 clusters Score -3201292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3201290.750000 Penalty: 4997.304688
	Iteration 28Q: 3 clusters Score -3201291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3201297.000000 Penalty: 4997.304688
	Iteration 29Q: 3 clusters Score -3201297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3201300.500000 Penalty: 4997.304688
	Iteration 30Q: 3 clusters Score -3201300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3201304.250000 Penalty: 4997.304688
	Iteration 31Q: 3 clusters Score -3201304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3201303.500000 Penalty: 4997.304688
	Iteration 32Q: 3 clusters Score -3201304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3201307.000000 Penalty: 4997.304688
	Iteration 33Q: 3 clusters Score -3201307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3201310.000000 Penalty: 4997.304688
	Iteration 34Q: 3 clusters Score -3201310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3201315.500000 Penalty: 4997.304688
	Iteration 35Q: 3 clusters Score -3201316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3201321.500000 Penalty: 4997.304688
	Iteration 36Q: 3 clusters Score -3201322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3201325.750000 Penalty: 4997.304688
	Iteration 37Q: 3 clusters Score -3201326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3201326.000000 Penalty: 4997.304688
	Iteration 38Q: 3 clusters Score -3201326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3201333.750000 Penalty: 4997.304688
	Iteration 39Q: 3 clusters Score -3201334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3201334.750000 Penalty: 4997.304688
	Iteration 40F: 3 clusters Score -3201335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Entering Unmasked Estep 
Score: -3004672.750000 Penalty: 2481.677979
	Iteration 0F: 2 clusters Score -3004673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2989131.500000 Penalty: 4963.355957
	Iteration 0F: 3 clusters Score -2989132 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2994500.000000 Penalty: 4963.355957
	Iteration 1F: 3 clusters Score -2994500 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2994932.000000 Penalty: 4963.355957
	Iteration 2F: 3 clusters Score -2994932 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2995321.000000 Penalty: 4963.355957
	Iteration 3Q: 3 clusters Score -2995321 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2995688.250000 Penalty: 4963.355957
	Iteration 4Q: 3 clusters Score -2995688 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2996061.500000 Penalty: 4963.355957
	Iteration 5Q: 3 clusters Score -2996062 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2996406.250000 Penalty: 4963.355957
	Iteration 6Q: 3 clusters Score -2996406 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2996821.250000 Penalty: 4963.355957
	Iteration 7Q: 3 clusters Score -2996821 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2997305.500000 Penalty: 4963.355957
	Iteration 8Q: 3 clusters Score -2997306 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2997905.750000 Penalty: 4963.355957
	Iteration 9Q: 3 clusters Score -2997906 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2998607.250000 Penalty: 4963.355957
	Iteration 10Q: 3 clusters Score -2998607 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2999407.000000 Penalty: 4963.355957
	Iteration 11Q: 3 clusters Score -2999407 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3000263.750000 Penalty: 4963.355957
	Iteration 12Q: 3 clusters Score -3000264 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3000938.500000 Penalty: 4963.355957
	Iteration 13Q: 3 clusters Score -3000938 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3001295.000000 Penalty: 4963.355957
	Iteration 14Q: 3 clusters Score -3001295 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3001537.750000 Penalty: 4963.355957
	Iteration 15Q: 3 clusters Score -3001538 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3001654.250000 Penalty: 4963.355957
	Iteration 16Q: 3 clusters Score -3001654 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3001729.500000 Penalty: 4963.355957
	Iteration 17Q: 3 clusters Score -3001730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3001776.250000 Penalty: 4963.355957
	Iteration 18Q: 3 clusters Score -3001776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3001807.000000 Penalty: 4963.355957
	Iteration 19Q: 3 clusters Score -3001807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3001818.000000 Penalty: 4963.355957
	Iteration 20F: 3 clusters Score -3001818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3001831.250000 Penalty: 4963.355957
	Iteration 21Q: 3 clusters Score -3001831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3001835.000000 Penalty: 4963.355957
	Iteration 22Q: 3 clusters Score -3001835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3001836.000000 Penalty: 4963.355957
	Iteration 23Q: 3 clusters Score -3001836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3001840.250000 Penalty: 4963.355957
	Iteration 24Q: 3 clusters Score -3001840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3001844.500000 Penalty: 4963.355957
	Iteration 25Q: 3 clusters Score -3001844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3001853.500000 Penalty: 4963.355957
	Iteration 26Q: 3 clusters Score -3001854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3001859.250000 Penalty: 4963.355957
	Iteration 27Q: 3 clusters Score -3001859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3001856.250000 Penalty: 4963.355957
	Iteration 28Q: 3 clusters Score -3001856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3001853.250000 Penalty: 4963.355957
	Iteration 29Q: 3 clusters Score -3001853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3001851.500000 Penalty: 4963.355957
	Iteration 30Q: 3 clusters Score -3001852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3001849.750000 Penalty: 4963.355957
	Iteration 31Q: 3 clusters Score -3001850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3001854.750000 Penalty: 4963.355957
	Iteration 32Q: 3 clusters Score -3001855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3001859.750000 Penalty: 4963.355957
	Iteration 33Q: 3 clusters Score -3001860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3001854.000000 Penalty: 4963.355957
	Iteration 34Q: 3 clusters Score -3001854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3001865.750000 Penalty: 4963.355957
	Iteration 35Q: 3 clusters Score -3001866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3001868.250000 Penalty: 4963.355957
	Iteration 36Q: 3 clusters Score -3001868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3001877.000000 Penalty: 4963.355957
	Iteration 37Q: 3 clusters Score -3001877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3001882.250000 Penalty: 4963.355957
	Iteration 38Q: 3 clusters Score -3001882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3001887.250000 Penalty: 4963.355957
	Iteration 39Q: 3 clusters Score -3001887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3001892.250000 Penalty: 4963.355957
	Iteration 40F: 3 clusters Score -3001892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3001894.500000 Penalty: 4963.355957
	Iteration 41Q: 3 clusters Score -3001894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3001894.000000 Penalty: 4963.355957
	Iteration 42Q: 3 clusters Score -3001894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3001894.250000 Penalty: 4963.355957
	Iteration 43Q: 3 clusters Score -3001894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3001893.500000 Penalty: 4963.355957
	Iteration 44Q: 3 clusters Score -3001894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3001887.000000 Penalty: 4963.355957
	Iteration 45Q: 3 clusters Score -3001887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3001893.500000 Penalty: 4963.355957
	Iteration 46Q: 3 clusters Score -3001894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3001891.000000 Penalty: 4963.355957
	Iteration 47Q: 3 clusters Score -3001891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3001887.250000 Penalty: 4963.355957
	Iteration 48Q: 3 clusters Score -3001887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3001889.000000 Penalty: 4963.355957
	Iteration 49Q: 3 clusters Score -3001889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3001890.000000 Penalty: 4963.355957
	Iteration 50Q: 3 clusters Score -3001890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3001889.000000 Penalty: 4963.355957
	Iteration 51Q: 3 clusters Score -3001889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3001892.000000 Penalty: 4963.355957
	Iteration 52Q: 3 clusters Score -3001892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3001887.750000 Penalty: 4963.355957
	Iteration 53Q: 3 clusters Score -3001888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3001887.750000 Penalty: 4963.355957
	Iteration 54F: 3 clusters Score -3001888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Entering Unmasked Estep 
Score: -3352892.500000 Penalty: 2508.159180
	Iteration 0F: 2 clusters Score -3352892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3335873.750000 Penalty: 5016.318359
	Iteration 0F: 3 clusters Score -3335874 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3341761.500000 Penalty: 5016.318359
	Iteration 1F: 3 clusters Score -3341762 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3342254.500000 Penalty: 5016.318359
	Iteration 2F: 3 clusters Score -3342254 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3342682.750000 Penalty: 5016.318359
	Iteration 3Q: 3 clusters Score -3342683 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3343099.250000 Penalty: 5016.318359
	Iteration 4Q: 3 clusters Score -3343099 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3343555.000000 Penalty: 5016.318359
	Iteration 5Q: 3 clusters Score -3343555 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3344131.750000 Penalty: 5016.318359
	Iteration 6Q: 3 clusters Score -3344132 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3344910.000000 Penalty: 5016.318359
	Iteration 7F: 3 clusters Score -3344910 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3345875.750000 Penalty: 5016.318359
	Iteration 8F: 3 clusters Score -3345876 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3346941.750000 Penalty: 5016.318359
	Iteration 9F: 3 clusters Score -3346942 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3347935.500000 Penalty: 5016.318359
	Iteration 10F: 3 clusters Score -3347936 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3348693.000000 Penalty: 5016.318359
	Iteration 11Q: 3 clusters Score -3348693 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3349168.750000 Penalty: 5016.318359
	Iteration 12Q: 3 clusters Score -3349169 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3349437.250000 Penalty: 5016.318359
	Iteration 13Q: 3 clusters Score -3349437 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3349609.750000 Penalty: 5016.318359
	Iteration 14Q: 3 clusters Score -3349610 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3349723.250000 Penalty: 5016.318359
	Iteration 15Q: 3 clusters Score -3349723 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3349820.000000 Penalty: 5016.318359
	Iteration 16Q: 3 clusters Score -3349820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3349903.250000 Penalty: 5016.318359
	Iteration 17Q: 3 clusters Score -3349903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3349983.500000 Penalty: 5016.318359
	Iteration 18Q: 3 clusters Score -3349984 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3350047.750000 Penalty: 5016.318359
	Iteration 19Q: 3 clusters Score -3350048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3350099.250000 Penalty: 5016.318359
	Iteration 20F: 3 clusters Score -3350099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3350167.000000 Penalty: 5016.318359
	Iteration 21Q: 3 clusters Score -3350167 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3350222.750000 Penalty: 5016.318359
	Iteration 22Q: 3 clusters Score -3350223 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3350274.750000 Penalty: 5016.318359
	Iteration 23Q: 3 clusters Score -3350275 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3350326.500000 Penalty: 5016.318359
	Iteration 24Q: 3 clusters Score -3350326 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3350379.000000 Penalty: 5016.318359
	Iteration 25Q: 3 clusters Score -3350379 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3350417.000000 Penalty: 5016.318359
	Iteration 26Q: 3 clusters Score -3350417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3350454.500000 Penalty: 5016.318359
	Iteration 27Q: 3 clusters Score -3350454 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3350499.250000 Penalty: 5016.318359
	Iteration 28Q: 3 clusters Score -3350499 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3350534.250000 Penalty: 5016.318359
	Iteration 29Q: 3 clusters Score -3350534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3350581.250000 Penalty: 5016.318359
	Iteration 30Q: 3 clusters Score -3350581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3350601.250000 Penalty: 5016.318359
	Iteration 31Q: 3 clusters Score -3350601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3350653.500000 Penalty: 5016.318359
	Iteration 32Q: 3 clusters Score -3350654 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3350685.750000 Penalty: 5016.318359
	Iteration 33Q: 3 clusters Score -3350686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3350720.750000 Penalty: 5016.318359
	Iteration 34Q: 3 clusters Score -3350721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3350735.750000 Penalty: 5016.318359
	Iteration 35Q: 3 clusters Score -3350736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3350756.000000 Penalty: 5016.318359
	Iteration 36Q: 3 clusters Score -3350756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3350775.250000 Penalty: 5016.318359
	Iteration 37Q: 3 clusters Score -3350775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3350789.750000 Penalty: 5016.318359
	Iteration 38Q: 3 clusters Score -3350790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3350817.000000 Penalty: 5016.318359
	Iteration 39Q: 3 clusters Score -3350817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3350836.000000 Penalty: 5016.318359
	Iteration 40F: 3 clusters Score -3350836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3350845.250000 Penalty: 5016.318359
	Iteration 41Q: 3 clusters Score -3350845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3350851.750000 Penalty: 5016.318359
	Iteration 42Q: 3 clusters Score -3350852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3350858.500000 Penalty: 5016.318359
	Iteration 43Q: 3 clusters Score -3350858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3350874.000000 Penalty: 5016.318359
	Iteration 44Q: 3 clusters Score -3350874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3350871.500000 Penalty: 5016.318359
	Iteration 45Q: 3 clusters Score -3350872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3350869.250000 Penalty: 5016.318359
	Iteration 46Q: 3 clusters Score -3350869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3350880.000000 Penalty: 5016.318359
	Iteration 47Q: 3 clusters Score -3350880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3350884.000000 Penalty: 5016.318359
	Iteration 48Q: 3 clusters Score -3350884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3350892.750000 Penalty: 5016.318359
	Iteration 49Q: 3 clusters Score -3350893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3350904.250000 Penalty: 5016.318359
	Iteration 50Q: 3 clusters Score -3350904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3350911.250000 Penalty: 5016.318359
	Iteration 51Q: 3 clusters Score -3350911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3350916.250000 Penalty: 5016.318359
	Iteration 52Q: 3 clusters Score -3350916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3350913.000000 Penalty: 5016.318359
	Iteration 53Q: 3 clusters Score -3350913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3350911.250000 Penalty: 5016.318359
	Iteration 54Q: 3 clusters Score -3350911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3350915.750000 Penalty: 5016.318359
	Iteration 55Q: 3 clusters Score -3350916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3350916.250000 Penalty: 5016.318359
	Iteration 56Q: 3 clusters Score -3350916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3350909.000000 Penalty: 5016.318359
	Iteration 57Q: 3 clusters Score -3350909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3350915.000000 Penalty: 5016.318359
	Iteration 58Q: 3 clusters Score -3350915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3350935.000000 Penalty: 5016.318359
	Iteration 59Q: 3 clusters Score -3350935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3350938.500000 Penalty: 5016.318359
	Iteration 60F: 3 clusters Score -3350938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3350940.750000 Penalty: 5016.318359
	Iteration 61Q: 3 clusters Score -3350941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3350945.500000 Penalty: 5016.318359
	Iteration 62Q: 3 clusters Score -3350946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3350944.250000 Penalty: 5016.318359
	Iteration 63Q: 3 clusters Score -3350944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3350947.500000 Penalty: 5016.318359
	Iteration 64Q: 3 clusters Score -3350948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3350946.500000 Penalty: 5016.318359
	Iteration 65Q: 3 clusters Score -3350946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3350942.000000 Penalty: 5016.318359
	Iteration 66Q: 3 clusters Score -3350942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3350947.500000 Penalty: 5016.318359
	Iteration 67Q: 3 clusters Score -3350948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3350949.750000 Penalty: 5016.318359
	Iteration 68Q: 3 clusters Score -3350950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3350949.750000 Penalty: 5016.318359
	Iteration 69Q: 3 clusters Score -3350950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3350954.750000 Penalty: 5016.318359
	Iteration 70Q: 3 clusters Score -3350955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3350956.750000 Penalty: 5016.318359
	Iteration 71Q: 3 clusters Score -3350957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3350961.500000 Penalty: 5016.318359
	Iteration 72Q: 3 clusters Score -3350962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3350971.250000 Penalty: 5016.318359
	Iteration 73Q: 3 clusters Score -3350971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3350970.750000 Penalty: 5016.318359
	Iteration 74Q: 3 clusters Score -3350971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3350979.500000 Penalty: 5016.318359
	Iteration 75Q: 3 clusters Score -3350980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3350988.750000 Penalty: 5016.318359
	Iteration 76Q: 3 clusters Score -3350989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3350992.000000 Penalty: 5016.318359
	Iteration 77Q: 3 clusters Score -3350992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3350991.750000 Penalty: 5016.318359
	Iteration 78Q: 3 clusters Score -3350992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3350994.000000 Penalty: 5016.318359
	Iteration 79Q: 3 clusters Score -3350994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3350994.500000 Penalty: 5016.318359
	Iteration 80F: 3 clusters Score -3350994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3351003.250000 Penalty: 5016.318359
	Iteration 81Q: 3 clusters Score -3351003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3351007.000000 Penalty: 5016.318359
	Iteration 82Q: 3 clusters Score -3351007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3351010.000000 Penalty: 5016.318359
	Iteration 83Q: 3 clusters Score -3351010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3351009.500000 Penalty: 5016.318359
	Iteration 84Q: 3 clusters Score -3351010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3351005.000000 Penalty: 5016.318359
	Iteration 85Q: 3 clusters Score -3351005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3351009.000000 Penalty: 5016.318359
	Iteration 86Q: 3 clusters Score -3351009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3351013.250000 Penalty: 5016.318359
	Iteration 87Q: 3 clusters Score -3351013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3351018.750000 Penalty: 5016.318359
	Iteration 88Q: 3 clusters Score -3351019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3351018.250000 Penalty: 5016.318359
	Iteration 89Q: 3 clusters Score -3351018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3351018.250000 Penalty: 5016.318359
	Iteration 90Q: 3 clusters Score -3351018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3351020.750000 Penalty: 5016.318359
	Iteration 91Q: 3 clusters Score -3351021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3351020.000000 Penalty: 5016.318359
	Iteration 92Q: 3 clusters Score -3351020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3351026.500000 Penalty: 5016.318359
	Iteration 93Q: 3 clusters Score -3351026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3351025.250000 Penalty: 5016.318359
	Iteration 94Q: 3 clusters Score -3351025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3351024.250000 Penalty: 5016.318359
	Iteration 95Q: 3 clusters Score -3351024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3351031.250000 Penalty: 5016.318359
	Iteration 96Q: 3 clusters Score -3351031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3351031.000000 Penalty: 5016.318359
	Iteration 97Q: 3 clusters Score -3351031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3351035.750000 Penalty: 5016.318359
	Iteration 98Q: 3 clusters Score -3351036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3351035.250000 Penalty: 5016.318359
	Iteration 99Q: 3 clusters Score -3351035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3351040.750000 Penalty: 5016.318359
	Iteration 100F: 3 clusters Score -3351041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3351042.500000 Penalty: 5016.318359
	Iteration 101Q: 3 clusters Score -3351042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3351047.750000 Penalty: 5016.318359
	Iteration 102Q: 3 clusters Score -3351048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3351045.000000 Penalty: 5016.318359
	Iteration 103Q: 3 clusters Score -3351045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3351045.000000 Penalty: 5016.318359
	Iteration 104F: 3 clusters Score -3351045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33594.300781 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33594.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33684.320312 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33684.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33713.597656 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -33713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33721.640625 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33721.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33728.570312 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33728.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33728.570312 Penalty: 2853.275879
	Iteration 5F: 3 clusters Score -33728.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -71933.796875 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -71933.8 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 316 members 
Entering Unmasked Estep 
Score: -70412.593750 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -70412.59 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70709.843750 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -70709.84 nChanged 60
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: -70862.273438 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -70862.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70928.953125 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -70928.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71007.539062 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -71007.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71089.734375 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -71089.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71138.781250 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -71138.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71172.132812 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -71172.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71199.210938 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -71199.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71240.796875 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -71240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71299.734375 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -71299.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71407.617188 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -71407.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71482.671875 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -71482.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71529.773438 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -71529.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71549.171875 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -71549.17 nChanged 1
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: -71552.257812 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -71552.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71554.054688 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -71554.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71555.906250 Penalty: 3187.538330
	Iteration 17Q: 3 clusters Score -71555.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71555.906250 Penalty: 3187.538330
	Iteration 18F: 3 clusters Score -71555.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -59500.113281 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -59500.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57987.218750 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -57987.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58167.062500 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -58167.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58250.691406 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -58250.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58310.015625 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -58310.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58348.851562 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -58348.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58361.566406 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -58361.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58391.957031 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -58391.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58416.292969 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -58416.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58437.406250 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -58437.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58461.257812 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -58461.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58487.898438 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -58487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58508.933594 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -58508.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58533.195312 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -58533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58557.246094 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -58557.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58577.007812 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -58577.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58584.093750 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -58584.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58597.976562 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -58597.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58605.195312 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -58605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58608.457031 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -58608.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58608.457031 Penalty: 3078.461670
	Iteration 19F: 3 clusters Score -58608.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Entering Unmasked Estep 
Score: -4442191.500000 Penalty: 2576.768311
	Iteration 0F: 2 clusters Score -4442192 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 16299 members 
Entering Unmasked Estep 
Score: -4419932.500000 Penalty: 5153.536621
	Iteration 0F: 3 clusters Score -4419932 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4428100.000000 Penalty: 5153.536621
	Iteration 1F: 3 clusters Score -4428100 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4428534.500000 Penalty: 5153.536621
	Iteration 2Q: 3 clusters Score -4428534 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4428879.500000 Penalty: 5153.536621
	Iteration 3Q: 3 clusters Score -4428880 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4429809 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4430172 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4430563 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4431761 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4432606 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4433582 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4434480 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4435364 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4435978 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4436367 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4436656 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4436912 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4437155.500000 Penalty: 5153.536621
	Iteration 19Q: 3 clusters Score -4437156 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4437394.500000 Penalty: 5153.536621
	Iteration 20F: 3 clusters Score -4437394 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4437606 nChanged 510
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4437859.500000 Penalty: 5153.536621
	Iteration 22Q: 3 clusters Score -4437860 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4438045 nChanged 432
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4438225.000000 Penalty: 5153.536621
	Iteration 24Q: 3 clusters Score -4438225 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4438367 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4438476 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4438548 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4438614 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4438682 nChanged 197
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Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4438725 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4438768 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4438800.500000 Penalty: 5153.536621
	Iteration 32Q: 3 clusters Score -4438800 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4438826.000000 Penalty: 5153.536621
	Iteration 33Q: 3 clusters Score -4438826 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4438836 nChanged 104
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Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4438864 nChanged 84
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Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4438884 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4438896 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4438898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4438912.500000 Penalty: 5153.536621
	Iteration 39Q: 3 clusters Score -4438912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4438914 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4438921.500000 Penalty: 5153.536621
	Iteration 41Q: 3 clusters Score -4438922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4438931.000000 Penalty: 5153.536621
	Iteration 42Q: 3 clusters Score -4438931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4438932.000000 Penalty: 5153.536621
	Iteration 43Q: 3 clusters Score -4438932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4438940.000000 Penalty: 5153.536621
	Iteration 44Q: 3 clusters Score -4438940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4438939.500000 Penalty: 5153.536621
	Iteration 45Q: 3 clusters Score -4438940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4438940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4438940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4438950.500000 Penalty: 5153.536621
	Iteration 48Q: 3 clusters Score -4438950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4438956.000000 Penalty: 5153.536621
	Iteration 49Q: 3 clusters Score -4438956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4438960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4438960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4438978.500000 Penalty: 5153.536621
	Iteration 52Q: 3 clusters Score -4438978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4438984.500000 Penalty: 5153.536621
	Iteration 53Q: 3 clusters Score -4438984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4438986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4438991.500000 Penalty: 5153.536621
	Iteration 55Q: 3 clusters Score -4438992 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4438994.000000 Penalty: 5153.536621
	Iteration 56Q: 3 clusters Score -4438994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4438997.500000 Penalty: 5153.536621
	Iteration 57Q: 3 clusters Score -4438998 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4439007.000000 Penalty: 5153.536621
	Iteration 58Q: 3 clusters Score -4439007 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27539 members 
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Entering Unmasked Estep 
Score: -4439006.000000 Penalty: 5153.536621
	Iteration 59Q: 3 clusters Score -4439006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4439018.000000 Penalty: 5153.536621
	Iteration 60F: 3 clusters Score -4439018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4439024.000000 Penalty: 5153.536621
	Iteration 61Q: 3 clusters Score -4439024 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4439026.500000 Penalty: 5153.536621
	Iteration 62Q: 3 clusters Score -4439026 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4439028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4439029.500000 Penalty: 5153.536621
	Iteration 64Q: 3 clusters Score -4439030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4439038.500000 Penalty: 5153.536621
	Iteration 65Q: 3 clusters Score -4439038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4439034.500000 Penalty: 5153.536621
	Iteration 66Q: 3 clusters Score -4439034 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4439039.000000 Penalty: 5153.536621
	Iteration 67Q: 3 clusters Score -4439039 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4439036.500000 Penalty: 5153.536621
	Iteration 68Q: 3 clusters Score -4439036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4439035.000000 Penalty: 5153.536621
	Iteration 69Q: 3 clusters Score -4439035 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27744 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4439036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4439040 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4439038 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4439034 nChanged 3
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Mstep: Class 1 contains 27773 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4439036 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4439038 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4439038 nChanged 5
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Mstep: Class 1 contains 27792 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4439038 nChanged 5
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Mstep: Class 1 contains 27797 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4439038 nChanged 7
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Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4439034 nChanged 5
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Mstep: Class 1 contains 27809 members 
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	Iteration 80F: 3 clusters Score -4439036 nChanged 6
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Mstep: Class 1 contains 27815 members 
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Score: -4439032.500000 Penalty: 5153.536621
	Iteration 81Q: 3 clusters Score -4439032 nChanged 9
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Mstep: Class 1 contains 27824 members 
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Score: -4439040.000000 Penalty: 5153.536621
	Iteration 82Q: 3 clusters Score -4439040 nChanged 13
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Mstep: Class 1 contains 27835 members 
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	Iteration 83Q: 3 clusters Score -4439048 nChanged 8
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Mstep: Class 1 contains 27839 members 
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	Iteration 84Q: 3 clusters Score -4439048 nChanged 6
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Mstep: Class 1 contains 27845 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4439048 nChanged 12
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Mstep: Class 1 contains 27855 members 
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	Iteration 86Q: 3 clusters Score -4439050 nChanged 13
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Mstep: Class 1 contains 27868 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4439048 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4439052.000000 Penalty: 5153.536621
	Iteration 88Q: 3 clusters Score -4439052 nChanged 16
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Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4439053 nChanged 16
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Mstep: Class 1 contains 27912 members 
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Entering Unmasked Estep 
Score: -4439057.500000 Penalty: 5153.536621
	Iteration 90Q: 3 clusters Score -4439058 nChanged 10
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Mstep: Class 1 contains 27922 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4439060 nChanged 7
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Mstep: Class 1 contains 27929 members 
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Score: -4439055.000000 Penalty: 5153.536621
	Iteration 92Q: 3 clusters Score -4439055 nChanged 7
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Mstep: Class 1 contains 27936 members 
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	Iteration 93Q: 3 clusters Score -4439052 nChanged 8
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Mstep: Class 1 contains 27944 members 
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	Iteration 94Q: 3 clusters Score -4439058 nChanged 10
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Mstep: Class 1 contains 27954 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4439052 nChanged 15
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Mstep: Class 1 contains 27967 members 
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	Iteration 96Q: 3 clusters Score -4439056 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4439067 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4439066 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4439070 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4439078 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4439084 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4439091.000000 Penalty: 5153.536621
	Iteration 102Q: 3 clusters Score -4439091 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4439100 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4439096 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28140 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4439090 nChanged 21
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Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4439090 nChanged 19
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Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4439095 nChanged 16
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Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4439092 nChanged 10
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Mstep: Class 1 contains 28200 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4439091 nChanged 10
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Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4439094.500000 Penalty: 5153.536621
	Iteration 110Q: 3 clusters Score -4439094 nChanged 17
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Mstep: Class 1 contains 28227 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4439107 nChanged 23
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Mstep: Class 1 contains 28271 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4439100 nChanged 20
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Mstep: Class 1 contains 28291 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4439105 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4439112 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4439112 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4439108 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4439120 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4439123 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4439128.000000 Penalty: 5153.536621
	Iteration 120F: 3 clusters Score -4439128 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4439122 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4439118 nChanged 28
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Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4439120 nChanged 18
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Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4439122 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4439125.000000 Penalty: 5153.536621
	Iteration 125Q: 3 clusters Score -4439125 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4439128 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28590 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4439130 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4439137.000000 Penalty: 5153.536621
	Iteration 128Q: 3 clusters Score -4439137 nChanged 29
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Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4439146 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4439154.000000 Penalty: 5153.536621
	Iteration 130Q: 3 clusters Score -4439154 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28719 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4439158 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28748 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4439170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4439169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4439172 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28835 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4439184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4439183.000000 Penalty: 5153.536621
	Iteration 136Q: 3 clusters Score -4439183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4439188 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4439192 nChanged 26
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Mstep: Class 1 contains 28949 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4439192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4439195.000000 Penalty: 5153.536621
	Iteration 140F: 3 clusters Score -4439195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4439196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4439209.500000 Penalty: 5153.536621
	Iteration 142Q: 3 clusters Score -4439210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4439210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4439220 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4439219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4439228.000000 Penalty: 5153.536621
	Iteration 146Q: 3 clusters Score -4439228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4439232.000000 Penalty: 5153.536621
	Iteration 147Q: 3 clusters Score -4439232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4439242 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29282 members 
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Entering Unmasked Estep 
Score: -4439250.000000 Penalty: 5153.536621
	Iteration 149Q: 3 clusters Score -4439250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4439254 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4439267.500000 Penalty: 5153.536621
	Iteration 151Q: 3 clusters Score -4439268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4439271.500000 Penalty: 5153.536621
	Iteration 152Q: 3 clusters Score -4439272 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4439280 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4439289 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29535 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4439298 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4439298 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29604 members 
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Entering Unmasked Estep 
Score: -4439303.500000 Penalty: 5153.536621
	Iteration 157Q: 3 clusters Score -4439304 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4439303 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29682 members 
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Entering Unmasked Estep 
Score: -4439311.500000 Penalty: 5153.536621
	Iteration 159Q: 3 clusters Score -4439312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4439320.000000 Penalty: 5153.536621
	Iteration 160F: 3 clusters Score -4439320 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29766 members 
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Entering Unmasked Estep 
Score: -4439329.000000 Penalty: 5153.536621
	Iteration 161Q: 3 clusters Score -4439329 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4439328.000000 Penalty: 5153.536621
	Iteration 162Q: 3 clusters Score -4439328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4439339.500000 Penalty: 5153.536621
	Iteration 163Q: 3 clusters Score -4439340 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4439354.000000 Penalty: 5153.536621
	Iteration 164Q: 3 clusters Score -4439354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4439362 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4439380 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4439379 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30031 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4439388 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4439401.000000 Penalty: 5153.536621
	Iteration 169Q: 3 clusters Score -4439401 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4439419.000000 Penalty: 5153.536621
	Iteration 170Q: 3 clusters Score -4439419 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30139 members 
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Entering Unmasked Estep 
Score: -4439434.500000 Penalty: 5153.536621
	Iteration 171Q: 3 clusters Score -4439434 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30179 members 
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Entering Unmasked Estep 
Score: -4439445.500000 Penalty: 5153.536621
	Iteration 172Q: 3 clusters Score -4439446 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30223 members 
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	Iteration 173Q: 3 clusters Score -4439458 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30259 members 
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Entering Unmasked Estep 
Score: -4439477.500000 Penalty: 5153.536621
	Iteration 174Q: 3 clusters Score -4439478 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30296 members 
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	Iteration 175Q: 3 clusters Score -4439484 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30331 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4439486 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30359 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4439504 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4439510.000000 Penalty: 5153.536621
	Iteration 178Q: 3 clusters Score -4439510 nChanged 35
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Mstep: Class 1 contains 30424 members 
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Entering Unmasked Estep 
Score: -4439517.500000 Penalty: 5153.536621
	Iteration 179Q: 3 clusters Score -4439518 nChanged 42
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Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4439531.000000 Penalty: 5153.536621
	Iteration 180F: 3 clusters Score -4439531 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30504 members 
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Entering Unmasked Estep 
Score: -4439538.500000 Penalty: 5153.536621
	Iteration 181Q: 3 clusters Score -4439538 nChanged 37
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Mstep: Class 1 contains 30539 members 
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Entering Unmasked Estep 
Score: -4439554.000000 Penalty: 5153.536621
	Iteration 182Q: 3 clusters Score -4439554 nChanged 42
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Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4439564.500000 Penalty: 5153.536621
	Iteration 183Q: 3 clusters Score -4439564 nChanged 44
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Mstep: Class 1 contains 30619 members 
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Entering Unmasked Estep 
Score: -4439569.000000 Penalty: 5153.536621
	Iteration 184Q: 3 clusters Score -4439569 nChanged 35
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Mstep: Class 1 contains 30652 members 
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Entering Unmasked Estep 
Score: -4439574.500000 Penalty: 5153.536621
	Iteration 185Q: 3 clusters Score -4439574 nChanged 30
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Mstep: Class 1 contains 30682 members 
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Entering Unmasked Estep 
Score: -4439587.500000 Penalty: 5153.536621
	Iteration 186Q: 3 clusters Score -4439588 nChanged 31
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Mstep: Class 1 contains 30711 members 
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Entering Unmasked Estep 
Score: -4439592.500000 Penalty: 5153.536621
	Iteration 187Q: 3 clusters Score -4439592 nChanged 29
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Mstep: Class 1 contains 30740 members 
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Entering Unmasked Estep 
Score: -4439602.500000 Penalty: 5153.536621
	Iteration 188Q: 3 clusters Score -4439602 nChanged 31
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Mstep: Class 1 contains 30771 members 
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Entering Unmasked Estep 
Score: -4439605.500000 Penalty: 5153.536621
	Iteration 189Q: 3 clusters Score -4439606 nChanged 28
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Entering Unmasked Estep 
Score: -4439619.000000 Penalty: 5153.536621
	Iteration 190Q: 3 clusters Score -4439619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4439616.500000 Penalty: 5153.536621
	Iteration 191Q: 3 clusters Score -4439616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4439629.000000 Penalty: 5153.536621
	Iteration 192Q: 3 clusters Score -4439629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4439632.000000 Penalty: 5153.536621
	Iteration 193Q: 3 clusters Score -4439632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4439643.000000 Penalty: 5153.536621
	Iteration 194Q: 3 clusters Score -4439643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4439637.500000 Penalty: 5153.536621
	Iteration 195Q: 3 clusters Score -4439638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4439651.000000 Penalty: 5153.536621
	Iteration 196Q: 3 clusters Score -4439651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4439658.500000 Penalty: 5153.536621
	Iteration 197Q: 3 clusters Score -4439658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4439671.500000 Penalty: 5153.536621
	Iteration 198Q: 3 clusters Score -4439672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4439687.000000 Penalty: 5153.536621
	Iteration 199Q: 3 clusters Score -4439687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4439694.000000 Penalty: 5153.536621
	Iteration 200F: 3 clusters Score -4439694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4439697.500000 Penalty: 5153.536621
	Iteration 201Q: 3 clusters Score -4439698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4439702.500000 Penalty: 5153.536621
	Iteration 202Q: 3 clusters Score -4439702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4439706.500000 Penalty: 5153.536621
	Iteration 203Q: 3 clusters Score -4439706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4439712.000000 Penalty: 5153.536621
	Iteration 204Q: 3 clusters Score -4439712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4439714.000000 Penalty: 5153.536621
	Iteration 205Q: 3 clusters Score -4439714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4439737.000000 Penalty: 5153.536621
	Iteration 206Q: 3 clusters Score -4439737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4439746.000000 Penalty: 5153.536621
	Iteration 207Q: 3 clusters Score -4439746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4439755.500000 Penalty: 5153.536621
	Iteration 208Q: 3 clusters Score -4439756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4439761.500000 Penalty: 5153.536621
	Iteration 209Q: 3 clusters Score -4439762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4439768.000000 Penalty: 5153.536621
	Iteration 210Q: 3 clusters Score -4439768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4439765.000000 Penalty: 5153.536621
	Iteration 211Q: 3 clusters Score -4439765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4439772.000000 Penalty: 5153.536621
	Iteration 212Q: 3 clusters Score -4439772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4439775.000000 Penalty: 5153.536621
	Iteration 213Q: 3 clusters Score -4439775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4439784.000000 Penalty: 5153.536621
	Iteration 214Q: 3 clusters Score -4439784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4439793.000000 Penalty: 5153.536621
	Iteration 215Q: 3 clusters Score -4439793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4439801.000000 Penalty: 5153.536621
	Iteration 216Q: 3 clusters Score -4439801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4439813.500000 Penalty: 5153.536621
	Iteration 217Q: 3 clusters Score -4439814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4439819.500000 Penalty: 5153.536621
	Iteration 218Q: 3 clusters Score -4439820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4439830.500000 Penalty: 5153.536621
	Iteration 219Q: 3 clusters Score -4439830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4439843.500000 Penalty: 5153.536621
	Iteration 220F: 3 clusters Score -4439844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4439857.000000 Penalty: 5153.536621
	Iteration 221Q: 3 clusters Score -4439857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4439859.000000 Penalty: 5153.536621
	Iteration 222Q: 3 clusters Score -4439859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4439858.000000 Penalty: 5153.536621
	Iteration 223Q: 3 clusters Score -4439858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4439865.000000 Penalty: 5153.536621
	Iteration 224Q: 3 clusters Score -4439865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4439869.500000 Penalty: 5153.536621
	Iteration 225Q: 3 clusters Score -4439870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4439869.500000 Penalty: 5153.536621
	Iteration 226Q: 3 clusters Score -4439870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4439871.500000 Penalty: 5153.536621
	Iteration 227Q: 3 clusters Score -4439872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4439871.500000 Penalty: 5153.536621
	Iteration 228Q: 3 clusters Score -4439872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4439869.000000 Penalty: 5153.536621
	Iteration 229Q: 3 clusters Score -4439869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4439869.500000 Penalty: 5153.536621
	Iteration 230Q: 3 clusters Score -4439870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4439868.500000 Penalty: 5153.536621
	Iteration 231Q: 3 clusters Score -4439868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4439861.000000 Penalty: 5153.536621
	Iteration 232Q: 3 clusters Score -4439861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4439864.000000 Penalty: 5153.536621
	Iteration 233Q: 3 clusters Score -4439864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4439864.000000 Penalty: 5153.536621
	Iteration 234Q: 3 clusters Score -4439864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4439871.500000 Penalty: 5153.536621
	Iteration 235Q: 3 clusters Score -4439872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4439873.000000 Penalty: 5153.536621
	Iteration 236Q: 3 clusters Score -4439873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4439876.000000 Penalty: 5153.536621
	Iteration 237Q: 3 clusters Score -4439876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4439886.000000 Penalty: 5153.536621
	Iteration 238Q: 3 clusters Score -4439886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4439885.500000 Penalty: 5153.536621
	Iteration 239Q: 3 clusters Score -4439886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4439888.000000 Penalty: 5153.536621
	Iteration 240F: 3 clusters Score -4439888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4439894.000000 Penalty: 5153.536621
	Iteration 241Q: 3 clusters Score -4439894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4439898.000000 Penalty: 5153.536621
	Iteration 242Q: 3 clusters Score -4439898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4439902.500000 Penalty: 5153.536621
	Iteration 243Q: 3 clusters Score -4439902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4439905.000000 Penalty: 5153.536621
	Iteration 244Q: 3 clusters Score -4439905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4439919.500000 Penalty: 5153.536621
	Iteration 245Q: 3 clusters Score -4439920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4439915.500000 Penalty: 5153.536621
	Iteration 246Q: 3 clusters Score -4439916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4439914.500000 Penalty: 5153.536621
	Iteration 247Q: 3 clusters Score -4439914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4439915.500000 Penalty: 5153.536621
	Iteration 248Q: 3 clusters Score -4439916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4439917.000000 Penalty: 5153.536621
	Iteration 249Q: 3 clusters Score -4439917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4439917.000000 Penalty: 5153.536621
	Iteration 250Q: 3 clusters Score -4439917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4439923.000000 Penalty: 5153.536621
	Iteration 251Q: 3 clusters Score -4439923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4439919.500000 Penalty: 5153.536621
	Iteration 252Q: 3 clusters Score -4439920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4439923.500000 Penalty: 5153.536621
	Iteration 253Q: 3 clusters Score -4439924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4439937.000000 Penalty: 5153.536621
	Iteration 254Q: 3 clusters Score -4439937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4439944.500000 Penalty: 5153.536621
	Iteration 255Q: 3 clusters Score -4439944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4439938.000000 Penalty: 5153.536621
	Iteration 256Q: 3 clusters Score -4439938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4439941.000000 Penalty: 5153.536621
	Iteration 257Q: 3 clusters Score -4439941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4439941.500000 Penalty: 5153.536621
	Iteration 258Q: 3 clusters Score -4439942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4439937.500000 Penalty: 5153.536621
	Iteration 259Q: 3 clusters Score -4439938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4439944.000000 Penalty: 5153.536621
	Iteration 260F: 3 clusters Score -4439944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4439944.500000 Penalty: 5153.536621
	Iteration 261Q: 3 clusters Score -4439944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4439940.000000 Penalty: 5153.536621
	Iteration 262Q: 3 clusters Score -4439940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4439942.000000 Penalty: 5153.536621
	Iteration 263Q: 3 clusters Score -4439942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4439940.500000 Penalty: 5153.536621
	Iteration 264Q: 3 clusters Score -4439940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4439940.500000 Penalty: 5153.536621
	Iteration 265F: 3 clusters Score -4439940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -14695.826172 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -14695.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13697.599609 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -13697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13749.923828 Penalty: 2507.897949
	Iteration 1Q: 3 clusters Score -13749.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13764.111328 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -13764.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13774.027344 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -13774.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13777.025391 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -13777.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13782.500000 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -13782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13800.467773 Penalty: 2507.897949
	Iteration 6Q: 3 clusters Score -13800.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13814.340820 Penalty: 2507.897949
	Iteration 7Q: 3 clusters Score -13814.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13814.340820 Penalty: 2507.897949
	Iteration 8F: 3 clusters Score -13814.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -496165.656250 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -496165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -492312.031250 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -492312 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -493367.375000 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -493367.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -493721.593750 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -493721.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -493950.468750 Penalty: 4097.589355
	Iteration 3F: 3 clusters Score -493950.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -494106.312500 Penalty: 4097.589355
	Iteration 4F: 3 clusters Score -494106.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -494230.968750 Penalty: 4097.589355
	Iteration 5Q: 3 clusters Score -494231 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -494315.656250 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -494315.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -494388.781250 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -494388.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -494442.531250 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -494442.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -494489.375000 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -494489.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -494544.656250 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -494544.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -494597.468750 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -494597.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -494646.843750 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -494646.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -494679.406250 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -494679.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -494709.625000 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -494709.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -494756.093750 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -494756.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -494783.937500 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -494783.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -494798.500000 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -494798.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -494806.343750 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -494806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -494812.625000 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -494812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -494815.656250 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -494815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -494818.093750 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -494818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -494819.218750 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -494819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -494819.156250 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -494819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -494819.156250 Penalty: 4097.589355
	Iteration 24F: 3 clusters Score -494819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -19139.824219 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -19139.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18035.458984 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -18035.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18273.013672 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -18273.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18418.705078 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -18418.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18447.527344 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -18447.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18467.650391 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -18467.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18485.517578 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -18485.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18485.517578 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -18485.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Entering Unmasked Estep 
Score: -6153787.000000 Penalty: 2667.558594
	Iteration 0F: 2 clusters Score -6153787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -6122223.500000 Penalty: 5335.117188
	Iteration 0F: 3 clusters Score -6122224 nChanged 21681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6134124.500000 Penalty: 5335.117188
	Iteration 1F: 3 clusters Score -6134124 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6134813.500000 Penalty: 5335.117188
	Iteration 2Q: 3 clusters Score -6134814 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -6135503.500000 Penalty: 5335.117188
	Iteration 3Q: 3 clusters Score -6135504 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -6136395.000000 Penalty: 5335.117188
	Iteration 4Q: 3 clusters Score -6136395 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6137720.000000 Penalty: 5335.117188
	Iteration 5F: 3 clusters Score -6137720 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -6139744.000000 Penalty: 5335.117188
	Iteration 6F: 3 clusters Score -6139744 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -6142693.000000 Penalty: 5335.117188
	Iteration 7F: 3 clusters Score -6142693 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -6146106.000000 Penalty: 5335.117188
	Iteration 8F: 3 clusters Score -6146106 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -6148898.500000 Penalty: 5335.117188
	Iteration 9F: 3 clusters Score -6148898 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -6150420.000000 Penalty: 5335.117188
	Iteration 10Q: 3 clusters Score -6150420 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -6151051.500000 Penalty: 5335.117188
	Iteration 11Q: 3 clusters Score -6151052 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6151227.500000 Penalty: 5335.117188
	Iteration 12Q: 3 clusters Score -6151228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6151330.000000 Penalty: 5335.117188
	Iteration 13Q: 3 clusters Score -6151330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6151371.000000 Penalty: 5335.117188
	Iteration 14Q: 3 clusters Score -6151371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -6151402.000000 Penalty: 5335.117188
	Iteration 15Q: 3 clusters Score -6151402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6151420.000000 Penalty: 5335.117188
	Iteration 16Q: 3 clusters Score -6151420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -6151432.000000 Penalty: 5335.117188
	Iteration 17Q: 3 clusters Score -6151432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -6151446.000000 Penalty: 5335.117188
	Iteration 18Q: 3 clusters Score -6151446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6151453.500000 Penalty: 5335.117188
	Iteration 19Q: 3 clusters Score -6151454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6151461.500000 Penalty: 5335.117188
	Iteration 20F: 3 clusters Score -6151462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6151464.500000 Penalty: 5335.117188
	Iteration 21Q: 3 clusters Score -6151464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6151464.500000 Penalty: 5335.117188
	Iteration 22F: 3 clusters Score -6151464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -943279.875000 Penalty: 2196.416748
	Iteration 0F: 2 clusters Score -943279.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -937461.500000 Penalty: 4392.833496
	Iteration 0F: 3 clusters Score -937461.5 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -939100.000000 Penalty: 4392.833496
	Iteration 1F: 3 clusters Score -939100 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -939352.062500 Penalty: 4392.833496
	Iteration 2F: 3 clusters Score -939352.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -939498.937500 Penalty: 4392.833496
	Iteration 3Q: 3 clusters Score -939498.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -939598.187500 Penalty: 4392.833496
	Iteration 4Q: 3 clusters Score -939598.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -939683.062500 Penalty: 4392.833496
	Iteration 5Q: 3 clusters Score -939683.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -939760.312500 Penalty: 4392.833496
	Iteration 6Q: 3 clusters Score -939760.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -939837.062500 Penalty: 4392.833496
	Iteration 7Q: 3 clusters Score -939837.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -939914.562500 Penalty: 4392.833496
	Iteration 8Q: 3 clusters Score -939914.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -939992.875000 Penalty: 4392.833496
	Iteration 9Q: 3 clusters Score -939992.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -940071.312500 Penalty: 4392.833496
	Iteration 10Q: 3 clusters Score -940071.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -940163.000000 Penalty: 4392.833496
	Iteration 11Q: 3 clusters Score -940163 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -940250.062500 Penalty: 4392.833496
	Iteration 12Q: 3 clusters Score -940250.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -940325.562500 Penalty: 4392.833496
	Iteration 13Q: 3 clusters Score -940325.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -940400.937500 Penalty: 4392.833496
	Iteration 14Q: 3 clusters Score -940400.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -940479.375000 Penalty: 4392.833496
	Iteration 15Q: 3 clusters Score -940479.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -940550.625000 Penalty: 4392.833496
	Iteration 16Q: 3 clusters Score -940550.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -940623.812500 Penalty: 4392.833496
	Iteration 17Q: 3 clusters Score -940623.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -940702.625000 Penalty: 4392.833496
	Iteration 18Q: 3 clusters Score -940702.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -940790.187500 Penalty: 4392.833496
	Iteration 19Q: 3 clusters Score -940790.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -940884.812500 Penalty: 4392.833496
	Iteration 20F: 3 clusters Score -940884.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -940959.187500 Penalty: 4392.833496
	Iteration 21Q: 3 clusters Score -940959.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -941026.437500 Penalty: 4392.833496
	Iteration 22Q: 3 clusters Score -941026.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -941097.062500 Penalty: 4392.833496
	Iteration 23Q: 3 clusters Score -941097.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -941158.500000 Penalty: 4392.833496
	Iteration 24Q: 3 clusters Score -941158.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -941200.187500 Penalty: 4392.833496
	Iteration 25Q: 3 clusters Score -941200.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -941239.500000 Penalty: 4392.833496
	Iteration 26Q: 3 clusters Score -941239.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -941262.875000 Penalty: 4392.833496
	Iteration 27Q: 3 clusters Score -941262.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -941289.062500 Penalty: 4392.833496
	Iteration 28Q: 3 clusters Score -941289.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -941315.312500 Penalty: 4392.833496
	Iteration 29Q: 3 clusters Score -941315.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -941338.312500 Penalty: 4392.833496
	Iteration 30Q: 3 clusters Score -941338.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -941353.500000 Penalty: 4392.833496
	Iteration 31Q: 3 clusters Score -941353.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -941365.187500 Penalty: 4392.833496
	Iteration 32Q: 3 clusters Score -941365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -941374.312500 Penalty: 4392.833496
	Iteration 33Q: 3 clusters Score -941374.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -941381.687500 Penalty: 4392.833496
	Iteration 34Q: 3 clusters Score -941381.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -941386.437500 Penalty: 4392.833496
	Iteration 35Q: 3 clusters Score -941386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -941390.562500 Penalty: 4392.833496
	Iteration 36Q: 3 clusters Score -941390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -941391.000000 Penalty: 4392.833496
	Iteration 37Q: 3 clusters Score -941391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -941393.000000 Penalty: 4392.833496
	Iteration 38Q: 3 clusters Score -941393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -941392.125000 Penalty: 4392.833496
	Iteration 39Q: 3 clusters Score -941392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -941392.125000 Penalty: 4392.833496
	Iteration 40F: 3 clusters Score -941392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 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 210 members 
Entering Unmasked Estep 
Score: -45187.828125 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45187.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45450.628906 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45450.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45636.984375 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45636.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45816.914062 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -45816.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45925.363281 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45925.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46012.312500 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -46012.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46120.687500 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -46120.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46253.277344 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -46253.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46316.113281 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -46316.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46364.460938 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -46364.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46386.933594 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -46386.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46396.031250 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -46396.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46405.156250 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -46405.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46407.355469 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -46407.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46407.355469 Penalty: 2997.145996
	Iteration 14F: 3 clusters Score -46407.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (161328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161328 members 
Entering Unmasked Estep 
Score: -21649932.000000 Penalty: 2973.816406
	Iteration 0F: 2 clusters Score -2.164993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -21557056.000000 Penalty: 5947.632812
	Iteration 0F: 3 clusters Score -2.155706e+07 nChanged 77164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -21601758.000000 Penalty: 5947.632812
	Iteration 1F: 3 clusters Score -2.160176e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -21603762.000000 Penalty: 5947.632812
	Iteration 2Q: 3 clusters Score -2.160376e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -21607256.000000 Penalty: 5947.632812
	Iteration 3Q: 3 clusters Score -2.160726e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -21612566.000000 Penalty: 5947.632812
	Iteration 4F: 3 clusters Score -2.161257e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -21619646.000000 Penalty: 5947.632812
	Iteration 5F: 3 clusters Score -2.161965e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -21629432.000000 Penalty: 5947.632812
	Iteration 6F: 3 clusters Score -2.162943e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -21638576.000000 Penalty: 5947.632812
	Iteration 7F: 3 clusters Score -2.163858e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -21643610.000000 Penalty: 5947.632812
	Iteration 8F: 3 clusters Score -2.164361e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -21645368.000000 Penalty: 5947.632812
	Iteration 9Q: 3 clusters Score -2.164537e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -21646264.000000 Penalty: 5947.632812
	Iteration 10Q: 3 clusters Score -2.164626e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -21647148.000000 Penalty: 5947.632812
	Iteration 11Q: 3 clusters Score -2.164715e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -21648166.000000 Penalty: 5947.632812
	Iteration 12Q: 3 clusters Score -2.164817e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -21649074.000000 Penalty: 5947.632812
	Iteration 13Q: 3 clusters Score -2.164907e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -21649720.000000 Penalty: 5947.632812
	Iteration 14Q: 3 clusters Score -2.164972e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -21650114.000000 Penalty: 5947.632812
	Iteration 15Q: 3 clusters Score -2.165011e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -21650432.000000 Penalty: 5947.632812
	Iteration 16Q: 3 clusters Score -2.165043e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -21650566.000000 Penalty: 5947.632812
	Iteration 17Q: 3 clusters Score -2.165057e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -21650578.000000 Penalty: 5947.632812
	Iteration 18Q: 3 clusters Score -2.165058e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -21650650.000000 Penalty: 5947.632812
	Iteration 19Q: 3 clusters Score -2.165065e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -21650608.000000 Penalty: 5947.632812
	Iteration 20F: 3 clusters Score -2.165061e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -21650762.000000 Penalty: 5947.632812
	Iteration 21Q: 3 clusters Score -2.165076e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -21650960.000000 Penalty: 5947.632812
	Iteration 22Q: 3 clusters Score -2.165096e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -21651018.000000 Penalty: 5947.632812
	Iteration 23Q: 3 clusters Score -2.165102e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -21651012.000000 Penalty: 5947.632812
	Iteration 24Q: 3 clusters Score -2.165101e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -21650980.000000 Penalty: 5947.632812
	Iteration 25Q: 3 clusters Score -2.165098e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -21650996.000000 Penalty: 5947.632812
	Iteration 26Q: 3 clusters Score -2.1651e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -21651072.000000 Penalty: 5947.632812
	Iteration 27Q: 3 clusters Score -2.165107e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -21651084.000000 Penalty: 5947.632812
	Iteration 28Q: 3 clusters Score -2.165108e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -21651104.000000 Penalty: 5947.632812
	Iteration 29Q: 3 clusters Score -2.16511e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -21651206.000000 Penalty: 5947.632812
	Iteration 30Q: 3 clusters Score -2.165121e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -21651194.000000 Penalty: 5947.632812
	Iteration 31Q: 3 clusters Score -2.165119e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -21651182.000000 Penalty: 5947.632812
	Iteration 32Q: 3 clusters Score -2.165118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -21651172.000000 Penalty: 5947.632812
	Iteration 33Q: 3 clusters Score -2.165117e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -21651158.000000 Penalty: 5947.632812
	Iteration 34Q: 3 clusters Score -2.165116e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -21651178.000000 Penalty: 5947.632812
	Iteration 35Q: 3 clusters Score -2.165118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -21651196.000000 Penalty: 5947.632812
	Iteration 36Q: 3 clusters Score -2.16512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -21651210.000000 Penalty: 5947.632812
	Iteration 37Q: 3 clusters Score -2.165121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -21651196.000000 Penalty: 5947.632812
	Iteration 38Q: 3 clusters Score -2.16512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -21651224.000000 Penalty: 5947.632812
	Iteration 39Q: 3 clusters Score -2.165122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -21651222.000000 Penalty: 5947.632812
	Iteration 40F: 3 clusters Score -2.165122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -21651204.000000 Penalty: 5947.632812
	Iteration 41Q: 3 clusters Score -2.16512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -21651220.000000 Penalty: 5947.632812
	Iteration 42Q: 3 clusters Score -2.165122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -21651218.000000 Penalty: 5947.632812
	Iteration 43Q: 3 clusters Score -2.165122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -21651206.000000 Penalty: 5947.632812
	Iteration 44Q: 3 clusters Score -2.165121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -21651194.000000 Penalty: 5947.632812
	Iteration 45Q: 3 clusters Score -2.165119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -21651218.000000 Penalty: 5947.632812
	Iteration 46Q: 3 clusters Score -2.165122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -21651208.000000 Penalty: 5947.632812
	Iteration 47Q: 3 clusters Score -2.165121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -21651188.000000 Penalty: 5947.632812
	Iteration 48Q: 3 clusters Score -2.165119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -21651206.000000 Penalty: 5947.632812
	Iteration 49Q: 3 clusters Score -2.165121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -21651190.000000 Penalty: 5947.632812
	Iteration 50Q: 3 clusters Score -2.165119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -21651194.000000 Penalty: 5947.632812
	Iteration 51Q: 3 clusters Score -2.165119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -21651196.000000 Penalty: 5947.632812
	Iteration 52Q: 3 clusters Score -2.16512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -21651174.000000 Penalty: 5947.632812
	Iteration 53Q: 3 clusters Score -2.165117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -21651182.000000 Penalty: 5947.632812
	Iteration 54Q: 3 clusters Score -2.165118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -21651184.000000 Penalty: 5947.632812
	Iteration 55Q: 3 clusters Score -2.165118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -21651176.000000 Penalty: 5947.632812
	Iteration 56Q: 3 clusters Score -2.165118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -21651174.000000 Penalty: 5947.632812
	Iteration 57Q: 3 clusters Score -2.165117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -21651160.000000 Penalty: 5947.632812
	Iteration 58Q: 3 clusters Score -2.165116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -21651158.000000 Penalty: 5947.632812
	Iteration 59Q: 3 clusters Score -2.165116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -21651178.000000 Penalty: 5947.632812
	Iteration 60F: 3 clusters Score -2.165118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -21651168.000000 Penalty: 5947.632812
	Iteration 61Q: 3 clusters Score -2.165117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -21651166.000000 Penalty: 5947.632812
	Iteration 62Q: 3 clusters Score -2.165117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -21651176.000000 Penalty: 5947.632812
	Iteration 63Q: 3 clusters Score -2.165118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -21651168.000000 Penalty: 5947.632812
	Iteration 64Q: 3 clusters Score -2.165117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -21651172.000000 Penalty: 5947.632812
	Iteration 65Q: 3 clusters Score -2.165117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -21651172.000000 Penalty: 5947.632812
	Iteration 66F: 3 clusters Score -2.165117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129601 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 58664 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 23747 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 12 contains 24675 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32539 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 46924 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 102664 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
Score: -62763096.000000 Penalty: 81056.015625
Splitting cluster 23 changes total score from -62762568.000000 to -62763096.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -27852.738281 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -27852.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26652.568359 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -26652.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26740.533203 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -26740.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26766.416016 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -26766.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26766.416016 Penalty: 2732.656738
	Iteration 3F: 3 clusters Score -26766.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -36902.605469 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -36902.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35585.968750 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -35585.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35840.128906 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -35840.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35990.058594 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -35990.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36080.039062 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -36080.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36245.359375 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -36245.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36317.144531 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -36317.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36342.718750 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -36342.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36374.507812 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -36374.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36403.281250 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -36403.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36420.609375 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -36420.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36433.109375 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -36433.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36438.710938 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -36438.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36438.710938 Penalty: 2915.356934
	Iteration 12F: 3 clusters Score -36438.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129601 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 23747 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 12 contains 24675 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32539 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 46924 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 102664 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768580.000000 Penalty: 81056.015625
Iteration 399Q: 26 clusters Score -6.276858e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 63602 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 24322 members 
Mstep: Class 11 contains 22101 members 
Mstep: Class 12 contains 24388 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 32371 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47618 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 100097 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773560.000000 Penalty: 81056.015625
Iteration 400F: 26 clusters Score -6.277356e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123650 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 7400 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 68848 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 24574 members 
Mstep: Class 11 contains 21908 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 31872 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 47945 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 99103 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775600.000000 Penalty: 81056.015625
Iteration 401Q: 26 clusters Score -6.27756e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 72069 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5594 members 
Mstep: Class 10 contains 24764 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 23211 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 31466 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 48449 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 98485 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776688.000000 Penalty: 81056.015625
Iteration 402Q: 26 clusters Score -6.277669e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 74835 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 31095 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 48993 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97981 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777540.000000 Penalty: 81056.015625
Iteration 403Q: 26 clusters Score -6.277754e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119185 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 77337 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5597 members 
Mstep: Class 10 contains 24963 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 12 contains 22238 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30789 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 49521 members 
Mstep: Class 21 contains 5371 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97387 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778156.000000 Penalty: 81056.015625
Iteration 404Q: 26 clusters Score -6.277816e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 7156 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 79543 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 25007 members 
Mstep: Class 11 contains 21490 members 
Mstep: Class 12 contains 21837 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50069 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 96601 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778204.000000 Penalty: 81056.015625
Iteration 405Q: 26 clusters Score -6.27782e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 81595 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 25059 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 21503 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30337 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50564 members 
Mstep: Class 21 contains 4900 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 95733 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778680.000000 Penalty: 81056.015625
Iteration 406Q: 26 clusters Score -6.277868e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 116545 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 83561 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 25113 members 
Mstep: Class 11 contains 21397 members 
Mstep: Class 12 contains 21205 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 30181 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51030 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 94744 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779224.000000 Penalty: 81056.015625
Iteration 407Q: 26 clusters Score -6.277922e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 3045 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7040 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 85485 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 25128 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 30045 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51427 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 93658 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779452.000000 Penalty: 81056.015625
Iteration 408Q: 26 clusters Score -6.277945e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 7009 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 87455 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 25145 members 
Mstep: Class 11 contains 21325 members 
Mstep: Class 12 contains 20659 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51799 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 92378 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779888.000000 Penalty: 81056.015625
Iteration 409Q: 26 clusters Score -6.277989e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 6983 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 89428 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5560 members 
Mstep: Class 10 contains 25161 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29771 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52148 members 
Mstep: Class 21 contains 4227 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 91094 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780020.000000 Penalty: 81056.015625
Iteration 410Q: 26 clusters Score -6.278002e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 6954 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 91381 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 25144 members 
Mstep: Class 11 contains 21240 members 
Mstep: Class 12 contains 20213 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29652 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52454 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 89693 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780260.000000 Penalty: 81056.015625
Iteration 411Q: 26 clusters Score -6.278026e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 6937 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 93343 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5560 members 
Mstep: Class 10 contains 25110 members 
Mstep: Class 11 contains 21202 members 
Mstep: Class 12 contains 19979 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29555 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52731 members 
Mstep: Class 21 contains 3970 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 88241 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780788.000000 Penalty: 81056.015625
Iteration 412Q: 26 clusters Score -6.278079e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 95347 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 25079 members 
Mstep: Class 11 contains 21157 members 
Mstep: Class 12 contains 19762 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29469 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52985 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 86741 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780860.000000 Penalty: 81056.015625
Iteration 413Q: 26 clusters Score -6.278086e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 97455 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 25045 members 
Mstep: Class 11 contains 21125 members 
Mstep: Class 12 contains 19579 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53200 members 
Mstep: Class 21 contains 3740 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 85193 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781228.000000 Penalty: 81056.015625
Iteration 414Q: 26 clusters Score -6.278123e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 3044 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 99620 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 24997 members 
Mstep: Class 11 contains 21092 members 
Mstep: Class 12 contains 19428 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29296 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53424 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 83620 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781872.000000 Penalty: 81056.015625
Iteration 415Q: 26 clusters Score -6.278187e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112354 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 6859 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 101791 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 24960 members 
Mstep: Class 11 contains 21063 members 
Mstep: Class 12 contains 19253 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29186 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53588 members 
Mstep: Class 21 contains 3582 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 82710 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782376.000000 Penalty: 81056.015625
Iteration 416Q: 26 clusters Score -6.278238e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 103953 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 24904 members 
Mstep: Class 11 contains 21031 members 
Mstep: Class 12 contains 19105 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29098 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53725 members 
Mstep: Class 21 contains 3514 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 81878 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783124.000000 Penalty: 81056.015625
Iteration 417Q: 26 clusters Score -6.278312e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 106051 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 24848 members 
Mstep: Class 11 contains 21004 members 
Mstep: Class 12 contains 18952 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 29006 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53827 members 
Mstep: Class 21 contains 3445 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 81228 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783800.000000 Penalty: 81056.015625
Iteration 418Q: 26 clusters Score -6.27838e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 3024 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 108066 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 24796 members 
Mstep: Class 11 contains 20982 members 
Mstep: Class 12 contains 18781 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 28920 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53905 members 
Mstep: Class 21 contains 3383 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 80832 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784340.000000 Penalty: 81056.015625
Iteration 419Q: 26 clusters Score -6.278434e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 3019 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 110027 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 24730 members 
Mstep: Class 11 contains 20974 members 
Mstep: Class 12 contains 18639 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 28843 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53974 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 80569 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62785048.000000 Penalty: 81056.015625
Iteration 420F: 26 clusters Score -6.278505e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106024 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 112029 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 24654 members 
Mstep: Class 11 contains 20950 members 
Mstep: Class 12 contains 18490 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28775 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54026 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 80338 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62786300.000000 Penalty: 81056.015625
Iteration 421Q: 26 clusters Score -6.27863e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 113987 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 24559 members 
Mstep: Class 11 contains 20915 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28694 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54074 members 
Mstep: Class 21 contains 3230 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 80440 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62787400.000000 Penalty: 81056.015625
Iteration 422Q: 26 clusters Score -6.27874e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102368 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 115954 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 24460 members 
Mstep: Class 11 contains 20863 members 
Mstep: Class 12 contains 18152 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28596 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54103 members 
Mstep: Class 21 contains 3179 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 80953 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788156.000000 Penalty: 81056.015625
Iteration 423Q: 26 clusters Score -6.278816e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 117757 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 24369 members 
Mstep: Class 11 contains 20809 members 
Mstep: Class 12 contains 17955 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28500 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54176 members 
Mstep: Class 21 contains 3128 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 81739 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788452.000000 Penalty: 81056.015625
Iteration 424Q: 26 clusters Score -6.278845e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 119343 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 24229 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 17743 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28417 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54268 members 
Mstep: Class 21 contains 3074 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788876.000000 Penalty: 81056.015625
Iteration 425Q: 26 clusters Score -6.278888e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 120637 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 24084 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 17540 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 28330 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54350 members 
Mstep: Class 21 contains 3024 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 84621 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789368.000000 Penalty: 81056.015625
Iteration 426Q: 26 clusters Score -6.278937e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 121758 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 23959 members 
Mstep: Class 11 contains 20683 members 
Mstep: Class 12 contains 17360 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28244 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54458 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 86713 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789440.000000 Penalty: 81056.015625
Iteration 427Q: 26 clusters Score -6.278944e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 123023 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5574 members 
Mstep: Class 10 contains 23876 members 
Mstep: Class 11 contains 20621 members 
Mstep: Class 12 contains 17200 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28141 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54571 members 
Mstep: Class 21 contains 2933 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 89457 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62789248.000000 Penalty: 81056.015625
Iteration 428Q: 26 clusters Score -6.278925e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 124326 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 23869 members 
Mstep: Class 11 contains 20556 members 
Mstep: Class 12 contains 17038 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 28018 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54717 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 93110 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788884.000000 Penalty: 81056.015625
Iteration 429Q: 26 clusters Score -6.278888e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 125709 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 23923 members 
Mstep: Class 11 contains 20531 members 
Mstep: Class 12 contains 16876 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27882 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54897 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 97744 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62788212.000000 Penalty: 81056.015625
Iteration 430Q: 26 clusters Score -6.278821e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 127279 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 24012 members 
Mstep: Class 11 contains 20496 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27781 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 55056 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 103465 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62786880.000000 Penalty: 81056.015625
Iteration 431Q: 26 clusters Score -6.278688e+07 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 130507 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 24052 members 
Mstep: Class 11 contains 20493 members 
Mstep: Class 12 contains 16685 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 27751 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54750 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 108554 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782096.000000 Penalty: 81056.015625
Iteration 432Q: 26 clusters Score -6.27821e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 132597 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 24141 members 
Mstep: Class 11 contains 20539 members 
Mstep: Class 12 contains 16710 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 27791 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54106 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 113507 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774908.000000 Penalty: 81056.015625
Iteration 433Q: 26 clusters Score -6.277491e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 131969 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 24264 members 
Mstep: Class 11 contains 20628 members 
Mstep: Class 12 contains 16810 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 53394 members 
Mstep: Class 21 contains 2768 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 118056 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770376.000000 Penalty: 81056.015625
Iteration 434Q: 26 clusters Score -6.277038e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 129983 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 17026 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28123 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4409 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 52631 members 
Mstep: Class 21 contains 2773 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 122118 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768240.000000 Penalty: 81056.015625
Iteration 435Q: 26 clusters Score -6.276824e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 127557 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 24481 members 
Mstep: Class 11 contains 20794 members 
Mstep: Class 12 contains 17288 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28350 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51898 members 
Mstep: Class 21 contains 2781 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 125664 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767360.000000 Penalty: 81056.015625
Iteration 436Q: 26 clusters Score -6.276736e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 125159 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 24460 members 
Mstep: Class 11 contains 20843 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28602 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51332 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 128614 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767524.000000 Penalty: 81056.015625
Iteration 437Q: 26 clusters Score -6.276752e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 123150 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 24374 members 
Mstep: Class 11 contains 20892 members 
Mstep: Class 12 contains 17798 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28819 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50836 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 131080 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767256.000000 Penalty: 81056.015625
Iteration 438Q: 26 clusters Score -6.276726e+07 nChanged 3480
Entering ConstructFrom: 
Score: -62767256.000000 Penalty: 81056.015625
Entering ConstructFrom: 
Trying to split cluster 1 (48697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Entering Unmasked Estep 
Score: -6527929.500000 Penalty: 2676.756592
	Iteration 0F: 2 clusters Score -6527930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -6495122.500000 Penalty: 5353.513184
	Iteration 0F: 3 clusters Score -6495122 nChanged 22437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -6507744.500000 Penalty: 5353.513184
	Iteration 1F: 3 clusters Score -6507744 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6508611.500000 Penalty: 5353.513184
	Iteration 2Q: 3 clusters Score -6508612 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6509723.500000 Penalty: 5353.513184
	Iteration 3Q: 3 clusters Score -6509724 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6511263.000000 Penalty: 5353.513184
	Iteration 4F: 3 clusters Score -6511263 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -6513321.000000 Penalty: 5353.513184
	Iteration 5F: 3 clusters Score -6513321 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -6516222.000000 Penalty: 5353.513184
	Iteration 6F: 3 clusters Score -6516222 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -6519415.500000 Penalty: 5353.513184
	Iteration 7F: 3 clusters Score -6519416 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6522354 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -6523980.500000 Penalty: 5353.513184
	Iteration 9F: 3 clusters Score -6523980 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -6524833.500000 Penalty: 5353.513184
	Iteration 10Q: 3 clusters Score -6524834 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -6525313.000000 Penalty: 5353.513184
	Iteration 11Q: 3 clusters Score -6525313 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -6525611.500000 Penalty: 5353.513184
	Iteration 12Q: 3 clusters Score -6525612 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -6525795.500000 Penalty: 5353.513184
	Iteration 13Q: 3 clusters Score -6525796 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -6525932.500000 Penalty: 5353.513184
	Iteration 14Q: 3 clusters Score -6525932 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -6526018.500000 Penalty: 5353.513184
	Iteration 15Q: 3 clusters Score -6526018 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -6526078.000000 Penalty: 5353.513184
	Iteration 16Q: 3 clusters Score -6526078 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -6526087.500000 Penalty: 5353.513184
	Iteration 17Q: 3 clusters Score -6526088 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -6526127.000000 Penalty: 5353.513184
	Iteration 18Q: 3 clusters Score -6526127 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -6526145.500000 Penalty: 5353.513184
	Iteration 19Q: 3 clusters Score -6526146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -6526150.000000 Penalty: 5353.513184
	Iteration 20F: 3 clusters Score -6526150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -6526158.000000 Penalty: 5353.513184
	Iteration 21Q: 3 clusters Score -6526158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -6526153.500000 Penalty: 5353.513184
	Iteration 22Q: 3 clusters Score -6526154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -6526162.500000 Penalty: 5353.513184
	Iteration 23Q: 3 clusters Score -6526162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6526187.500000 Penalty: 5353.513184
	Iteration 24Q: 3 clusters Score -6526188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -6526212.000000 Penalty: 5353.513184
	Iteration 25Q: 3 clusters Score -6526212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -6526219.500000 Penalty: 5353.513184
	Iteration 26Q: 3 clusters Score -6526220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -6526240.000000 Penalty: 5353.513184
	Iteration 27Q: 3 clusters Score -6526240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -6526261.500000 Penalty: 5353.513184
	Iteration 28Q: 3 clusters Score -6526262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -6526282.000000 Penalty: 5353.513184
	Iteration 29Q: 3 clusters Score -6526282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -6526299.000000 Penalty: 5353.513184
	Iteration 30Q: 3 clusters Score -6526299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -6526275.000000 Penalty: 5353.513184
	Iteration 31Q: 3 clusters Score -6526275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -6526275.500000 Penalty: 5353.513184
	Iteration 32Q: 3 clusters Score -6526276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -6526270.500000 Penalty: 5353.513184
	Iteration 33Q: 3 clusters Score -6526270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -6526259.000000 Penalty: 5353.513184
	Iteration 34Q: 3 clusters Score -6526259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -6526245.000000 Penalty: 5353.513184
	Iteration 35Q: 3 clusters Score -6526245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -6526256.000000 Penalty: 5353.513184
	Iteration 36Q: 3 clusters Score -6526256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -6526267.500000 Penalty: 5353.513184
	Iteration 37Q: 3 clusters Score -6526268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -6526272.000000 Penalty: 5353.513184
	Iteration 38Q: 3 clusters Score -6526272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -6526276.500000 Penalty: 5353.513184
	Iteration 39Q: 3 clusters Score -6526276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -6526272.500000 Penalty: 5353.513184
	Iteration 40F: 3 clusters Score -6526272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6526265.500000 Penalty: 5353.513184
	Iteration 41Q: 3 clusters Score -6526266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -6526272.500000 Penalty: 5353.513184
	Iteration 42Q: 3 clusters Score -6526272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -6526268.500000 Penalty: 5353.513184
	Iteration 43Q: 3 clusters Score -6526268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -6526275.500000 Penalty: 5353.513184
	Iteration 44Q: 3 clusters Score -6526276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -6526270.000000 Penalty: 5353.513184
	Iteration 45Q: 3 clusters Score -6526270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -6526268.000000 Penalty: 5353.513184
	Iteration 46Q: 3 clusters Score -6526268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -6526281.500000 Penalty: 5353.513184
	Iteration 47Q: 3 clusters Score -6526282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -6526285.500000 Penalty: 5353.513184
	Iteration 48Q: 3 clusters Score -6526286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -6526290.500000 Penalty: 5353.513184
	Iteration 49Q: 3 clusters Score -6526290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -6526295.500000 Penalty: 5353.513184
	Iteration 50Q: 3 clusters Score -6526296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -6526290.000000 Penalty: 5353.513184
	Iteration 51Q: 3 clusters Score -6526290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -6526285.500000 Penalty: 5353.513184
	Iteration 52Q: 3 clusters Score -6526286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -6526301.000000 Penalty: 5353.513184
	Iteration 53Q: 3 clusters Score -6526301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -6526298.500000 Penalty: 5353.513184
	Iteration 54Q: 3 clusters Score -6526298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -6526307.000000 Penalty: 5353.513184
	Iteration 55Q: 3 clusters Score -6526307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -6526325.500000 Penalty: 5353.513184
	Iteration 56Q: 3 clusters Score -6526326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -6526334.500000 Penalty: 5353.513184
	Iteration 57Q: 3 clusters Score -6526334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -6526340.000000 Penalty: 5353.513184
	Iteration 58Q: 3 clusters Score -6526340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6526348.500000 Penalty: 5353.513184
	Iteration 59Q: 3 clusters Score -6526348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -6526340.500000 Penalty: 5353.513184
	Iteration 60F: 3 clusters Score -6526340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -6526346.500000 Penalty: 5353.513184
	Iteration 61Q: 3 clusters Score -6526346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -6526333.500000 Penalty: 5353.513184
	Iteration 62Q: 3 clusters Score -6526334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -6526335.500000 Penalty: 5353.513184
	Iteration 63Q: 3 clusters Score -6526336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -6526350.500000 Penalty: 5353.513184
	Iteration 64Q: 3 clusters Score -6526350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -6526348.000000 Penalty: 5353.513184
	Iteration 65Q: 3 clusters Score -6526348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -6526350.500000 Penalty: 5353.513184
	Iteration 66Q: 3 clusters Score -6526350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -6526350.500000 Penalty: 5353.513184
	Iteration 67Q: 3 clusters Score -6526350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -6526366.000000 Penalty: 5353.513184
	Iteration 68Q: 3 clusters Score -6526366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -6526362.500000 Penalty: 5353.513184
	Iteration 69Q: 3 clusters Score -6526362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -6526356.000000 Penalty: 5353.513184
	Iteration 70Q: 3 clusters Score -6526356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -6526352.000000 Penalty: 5353.513184
	Iteration 71Q: 3 clusters Score -6526352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -6526364.000000 Penalty: 5353.513184
	Iteration 72Q: 3 clusters Score -6526364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6526366.500000 Penalty: 5353.513184
	Iteration 73Q: 3 clusters Score -6526366 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -6526368.000000 Penalty: 5353.513184
	Iteration 74Q: 3 clusters Score -6526368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
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Entering Unmasked Estep 
Score: -6526371.500000 Penalty: 5353.513184
	Iteration 75Q: 3 clusters Score -6526372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -6526380.500000 Penalty: 5353.513184
	Iteration 76Q: 3 clusters Score -6526380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
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Entering Unmasked Estep 
Score: -6526383.500000 Penalty: 5353.513184
	Iteration 77Q: 3 clusters Score -6526384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -6526381.000000 Penalty: 5353.513184
	Iteration 78Q: 3 clusters Score -6526381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -6526396.000000 Penalty: 5353.513184
	Iteration 79Q: 3 clusters Score -6526396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -6526385.500000 Penalty: 5353.513184
	Iteration 80F: 3 clusters Score -6526386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -6526375.000000 Penalty: 5353.513184
	Iteration 81Q: 3 clusters Score -6526375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -6526395.500000 Penalty: 5353.513184
	Iteration 82Q: 3 clusters Score -6526396 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -6526402.500000 Penalty: 5353.513184
	Iteration 83Q: 3 clusters Score -6526402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -6526398.500000 Penalty: 5353.513184
	Iteration 84Q: 3 clusters Score -6526398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -6526404.000000 Penalty: 5353.513184
	Iteration 85Q: 3 clusters Score -6526404 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -6526409.500000 Penalty: 5353.513184
	Iteration 86Q: 3 clusters Score -6526410 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -6526390.500000 Penalty: 5353.513184
	Iteration 87Q: 3 clusters Score -6526390 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -6526410.500000 Penalty: 5353.513184
	Iteration 88Q: 3 clusters Score -6526410 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -6526396.500000 Penalty: 5353.513184
	Iteration 89Q: 3 clusters Score -6526396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -6526407.500000 Penalty: 5353.513184
	Iteration 90Q: 3 clusters Score -6526408 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -6526403.000000 Penalty: 5353.513184
	Iteration 91Q: 3 clusters Score -6526403 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -6526404.500000 Penalty: 5353.513184
	Iteration 92Q: 3 clusters Score -6526404 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -6526408.000000 Penalty: 5353.513184
	Iteration 93Q: 3 clusters Score -6526408 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -6526403.000000 Penalty: 5353.513184
	Iteration 94Q: 3 clusters Score -6526403 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -6526408.500000 Penalty: 5353.513184
	Iteration 95Q: 3 clusters Score -6526408 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6526404 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -6526384.500000 Penalty: 5353.513184
	Iteration 97Q: 3 clusters Score -6526384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -6526392.000000 Penalty: 5353.513184
	Iteration 98Q: 3 clusters Score -6526392 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -6526397.000000 Penalty: 5353.513184
	Iteration 99Q: 3 clusters Score -6526397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6526395.000000 Penalty: 5353.513184
	Iteration 100F: 3 clusters Score -6526395 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39222 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6526393 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6526396 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6526412 nChanged 29
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Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6526413.500000 Penalty: 5353.513184
	Iteration 104Q: 3 clusters Score -6526414 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -6526418.500000 Penalty: 5353.513184
	Iteration 105Q: 3 clusters Score -6526418 nChanged 32
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Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6526417 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6526418 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6526414 nChanged 27
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Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -6526410.000000 Penalty: 5353.513184
	Iteration 109Q: 3 clusters Score -6526410 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6526418 nChanged 37
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Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6526420 nChanged 54
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Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6526408 nChanged 45
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Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6526407 nChanged 40
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Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6526404 nChanged 44
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Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6526410 nChanged 41
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Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6526415.000000 Penalty: 5353.513184
	Iteration 116Q: 3 clusters Score -6526415 nChanged 39
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Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -6526422.000000 Penalty: 5353.513184
	Iteration 117Q: 3 clusters Score -6526422 nChanged 32
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Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -6526428.500000 Penalty: 5353.513184
	Iteration 118Q: 3 clusters Score -6526428 nChanged 32
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Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -6526433.000000 Penalty: 5353.513184
	Iteration 119Q: 3 clusters Score -6526433 nChanged 23
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Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -6526445.000000 Penalty: 5353.513184
	Iteration 120F: 3 clusters Score -6526445 nChanged 22
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Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6526434 nChanged 25
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Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6526444 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6526447 nChanged 31
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Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6526448 nChanged 22
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Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6526445 nChanged 21
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Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6526450 nChanged 17
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Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6526445 nChanged 18
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Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6526446 nChanged 14
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Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6526446 nChanged 21
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Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6526460 nChanged 26
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Mstep: Class 1 contains 40086 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6526448 nChanged 20
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Mstep: Class 1 contains 40106 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6526426 nChanged 20
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Mstep: Class 1 contains 40126 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6526430 nChanged 22
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Mstep: Class 1 contains 40146 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6526432 nChanged 23
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Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6526441.000000 Penalty: 5353.513184
	Iteration 135Q: 3 clusters Score -6526441 nChanged 19
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6526448 nChanged 20
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Mstep: Class 1 contains 40208 members 
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Entering Unmasked Estep 
Score: -6526463.000000 Penalty: 5353.513184
	Iteration 137Q: 3 clusters Score -6526463 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6526466 nChanged 21
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Mstep: Class 1 contains 40244 members 
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Entering Unmasked Estep 
Score: -6526462.000000 Penalty: 5353.513184
	Iteration 139Q: 3 clusters Score -6526462 nChanged 23
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Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6526456 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -6526469.500000 Penalty: 5353.513184
	Iteration 141Q: 3 clusters Score -6526470 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -6526460.500000 Penalty: 5353.513184
	Iteration 142Q: 3 clusters Score -6526460 nChanged 42
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Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6526459 nChanged 43
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Mstep: Class 1 contains 40408 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6526464 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40454 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6526460 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6526464 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6526464 nChanged 51
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Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6526469 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -6526470.500000 Penalty: 5353.513184
	Iteration 149Q: 3 clusters Score -6526470 nChanged 46
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Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -6526472.500000 Penalty: 5353.513184
	Iteration 150Q: 3 clusters Score -6526472 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -6526471.000000 Penalty: 5353.513184
	Iteration 151Q: 3 clusters Score -6526471 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6526475 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -6526491.000000 Penalty: 5353.513184
	Iteration 153Q: 3 clusters Score -6526491 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40800 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6526492 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6526504 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -6526506.000000 Penalty: 5353.513184
	Iteration 156Q: 3 clusters Score -6526506 nChanged 21
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Mstep: Class 1 contains 40867 members 
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Entering Unmasked Estep 
Score: -6526511.000000 Penalty: 5353.513184
	Iteration 157Q: 3 clusters Score -6526511 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40893 members 
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Entering Unmasked Estep 
Score: -6526497.000000 Penalty: 5353.513184
	Iteration 158Q: 3 clusters Score -6526497 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40917 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6526504 nChanged 35
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Mstep: Class 1 contains 40952 members 
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Entering Unmasked Estep 
Score: -6526516.000000 Penalty: 5353.513184
	Iteration 160F: 3 clusters Score -6526516 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40980 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6526516 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -6526519.500000 Penalty: 5353.513184
	Iteration 162Q: 3 clusters Score -6526520 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -6526521.000000 Penalty: 5353.513184
	Iteration 163Q: 3 clusters Score -6526521 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41066 members 
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Entering Unmasked Estep 
Score: -6526531.000000 Penalty: 5353.513184
	Iteration 164Q: 3 clusters Score -6526531 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41090 members 
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Entering Unmasked Estep 
Score: -6526532.500000 Penalty: 5353.513184
	Iteration 165Q: 3 clusters Score -6526532 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -6526529.500000 Penalty: 5353.513184
	Iteration 166Q: 3 clusters Score -6526530 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -6526534.000000 Penalty: 5353.513184
	Iteration 167Q: 3 clusters Score -6526534 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -6526535.500000 Penalty: 5353.513184
	Iteration 168Q: 3 clusters Score -6526536 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -6526539.500000 Penalty: 5353.513184
	Iteration 169Q: 3 clusters Score -6526540 nChanged 22
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Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6526540 nChanged 13
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Mstep: Class 1 contains 41225 members 
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Entering Unmasked Estep 
Score: -6526537.500000 Penalty: 5353.513184
	Iteration 171Q: 3 clusters Score -6526538 nChanged 14
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6526540 nChanged 16
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Mstep: Class 1 contains 41255 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6526538 nChanged 25
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Mstep: Class 1 contains 41280 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6526534 nChanged 25
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Mstep: Class 1 contains 41305 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6526548 nChanged 19
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Mstep: Class 1 contains 41324 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6526556 nChanged 16
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Entering Unmasked Estep 
Score: -6526551.500000 Penalty: 5353.513184
	Iteration 177Q: 3 clusters Score -6526552 nChanged 19
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Mstep: Class 1 contains 41359 members 
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Entering Unmasked Estep 
Score: -6526543.000000 Penalty: 5353.513184
	Iteration 178Q: 3 clusters Score -6526543 nChanged 24
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6526542 nChanged 27
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6526552 nChanged 29
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6526544 nChanged 17
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Mstep: Class 1 contains 41456 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6526553 nChanged 24
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6526562 nChanged 25
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Mstep: Class 1 contains 41503 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6526562 nChanged 25
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6526563 nChanged 24
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Entering Unmasked Estep 
Score: -6526570.500000 Penalty: 5353.513184
	Iteration 186Q: 3 clusters Score -6526570 nChanged 24
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6526576 nChanged 21
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	Iteration 188Q: 3 clusters Score -6526586 nChanged 22
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6526588 nChanged 15
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6526586 nChanged 19
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	Iteration 191Q: 3 clusters Score -6526578 nChanged 15
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6526580 nChanged 20
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Entering Unmasked Estep 
Score: -6526582.500000 Penalty: 5353.513184
	Iteration 193Q: 3 clusters Score -6526582 nChanged 14
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6526578 nChanged 19
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Entering Unmasked Estep 
Score: -6526588.500000 Penalty: 5353.513184
	Iteration 195Q: 3 clusters Score -6526588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -6526582.500000 Penalty: 5353.513184
	Iteration 196Q: 3 clusters Score -6526582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6526593.500000 Penalty: 5353.513184
	Iteration 197Q: 3 clusters Score -6526594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -6526586.000000 Penalty: 5353.513184
	Iteration 198Q: 3 clusters Score -6526586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6526585.000000 Penalty: 5353.513184
	Iteration 199Q: 3 clusters Score -6526585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -6526586.000000 Penalty: 5353.513184
	Iteration 200F: 3 clusters Score -6526586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -6526578.500000 Penalty: 5353.513184
	Iteration 201Q: 3 clusters Score -6526578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -6526587.000000 Penalty: 5353.513184
	Iteration 202Q: 3 clusters Score -6526587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6526579.500000 Penalty: 5353.513184
	Iteration 203Q: 3 clusters Score -6526580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -6526585.000000 Penalty: 5353.513184
	Iteration 204Q: 3 clusters Score -6526585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6526583.500000 Penalty: 5353.513184
	Iteration 205Q: 3 clusters Score -6526584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -6526585.500000 Penalty: 5353.513184
	Iteration 206Q: 3 clusters Score -6526586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -6526588.500000 Penalty: 5353.513184
	Iteration 207Q: 3 clusters Score -6526588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -6526587.500000 Penalty: 5353.513184
	Iteration 208Q: 3 clusters Score -6526588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -6526594.000000 Penalty: 5353.513184
	Iteration 209Q: 3 clusters Score -6526594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6526593.500000 Penalty: 5353.513184
	Iteration 210Q: 3 clusters Score -6526594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -6526588.000000 Penalty: 5353.513184
	Iteration 211Q: 3 clusters Score -6526588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6526601.500000 Penalty: 5353.513184
	Iteration 212Q: 3 clusters Score -6526602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -6526602.000000 Penalty: 5353.513184
	Iteration 213Q: 3 clusters Score -6526602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6526599.000000 Penalty: 5353.513184
	Iteration 214Q: 3 clusters Score -6526599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6526596.500000 Penalty: 5353.513184
	Iteration 215Q: 3 clusters Score -6526596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -6526581.500000 Penalty: 5353.513184
	Iteration 216Q: 3 clusters Score -6526582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6526592.000000 Penalty: 5353.513184
	Iteration 217Q: 3 clusters Score -6526592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6526589.500000 Penalty: 5353.513184
	Iteration 218Q: 3 clusters Score -6526590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6526586.500000 Penalty: 5353.513184
	Iteration 219Q: 3 clusters Score -6526586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6526591.000000 Penalty: 5353.513184
	Iteration 220F: 3 clusters Score -6526591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6526594.000000 Penalty: 5353.513184
	Iteration 221Q: 3 clusters Score -6526594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6526587.500000 Penalty: 5353.513184
	Iteration 222Q: 3 clusters Score -6526588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -6526587.000000 Penalty: 5353.513184
	Iteration 223Q: 3 clusters Score -6526587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6526584.000000 Penalty: 5353.513184
	Iteration 224Q: 3 clusters Score -6526584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6526583.500000 Penalty: 5353.513184
	Iteration 225Q: 3 clusters Score -6526584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6526585.000000 Penalty: 5353.513184
	Iteration 226Q: 3 clusters Score -6526585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6526585.000000 Penalty: 5353.513184
	Iteration 227F: 3 clusters Score -6526585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -380961.812500 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -380961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -377655.781250 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -377655.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -378342.312500 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -378342.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -378563.125000 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -378563.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -378691.656250 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -378691.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -378778.156250 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -378778.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -378844.875000 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -378844.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -378892.781250 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -378892.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -378943.187500 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -378943.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -378982.031250 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -378982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -379019.781250 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -379019.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -379060.343750 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -379060.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -379091.656250 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -379091.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -379126.250000 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -379126.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -379160.250000 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -379160.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379195.562500 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -379195.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -379220.656250 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -379220.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -379247.156250 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -379247.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379274.843750 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -379274.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -379293.000000 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -379293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -379306.875000 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -379306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -379318.093750 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -379318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -379326.718750 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -379326.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -379334.437500 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -379334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -379341.125000 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -379341.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -379348.000000 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -379348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -379353.625000 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -379353.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -379358.625000 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -379358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -379363.187500 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -379363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -379366.781250 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -379366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -379368.875000 Penalty: 3976.911377
	Iteration 29Q: 3 clusters Score -379368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -379370.562500 Penalty: 3976.911377
	Iteration 30Q: 3 clusters Score -379370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -379370.687500 Penalty: 3976.911377
	Iteration 31Q: 3 clusters Score -379370.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -379370.687500 Penalty: 3976.911377
	Iteration 32F: 3 clusters Score -379370.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -67044.085938 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -67044.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65475.562500 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -65475.56 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65809.546875 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -65809.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65949.343750 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -65949.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66091.656250 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -66091.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66322.156250 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -66322.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66640.070312 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -66640.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66732.554688 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -66732.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66759.507812 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -66759.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66770.054688 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -66770.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66798.539062 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -66798.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66814.617188 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -66814.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66831.109375 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -66831.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66857.531250 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -66857.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66899.375000 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -66899.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66945.554688 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -66945.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66966.437500 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -66966.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66977.218750 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -66977.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66985.539062 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -66985.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66987.898438 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -66987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66987.898438 Penalty: 3166.219238
	Iteration 19F: 3 clusters Score -66987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -190850.437500 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -190850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -188578.734375 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -188578.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188954.937500 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -188954.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -189081.593750 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -189081.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189160.859375 Penalty: 3612.590332
	Iteration 3Q: 3 clusters Score -189160.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -189220.296875 Penalty: 3612.590332
	Iteration 4Q: 3 clusters Score -189220.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -189279.750000 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -189279.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189343.296875 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -189343.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -189411.937500 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -189411.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -189471.093750 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -189471.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -189547.562500 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -189547.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -189641.828125 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -189641.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -189751.984375 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -189752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189885.640625 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -189885.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -190027.390625 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -190027.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -190148.171875 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -190148.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -190231.781250 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -190231.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -190271.687500 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -190271.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190286.718750 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -190286.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -190300.484375 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -190300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190312.093750 Penalty: 3612.590332
	Iteration 19Q: 3 clusters Score -190312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -190316.296875 Penalty: 3612.590332
	Iteration 20F: 3 clusters Score -190316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -190319.500000 Penalty: 3612.590332
	Iteration 21Q: 3 clusters Score -190319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -190323.578125 Penalty: 3612.590332
	Iteration 22Q: 3 clusters Score -190323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -190326.921875 Penalty: 3612.590332
	Iteration 23Q: 3 clusters Score -190326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190327.640625 Penalty: 3612.590332
	Iteration 24Q: 3 clusters Score -190327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190327.640625 Penalty: 3612.590332
	Iteration 25F: 3 clusters Score -190327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -886537.500000 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -886537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -881063.125000 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -881063.1 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -882436.312500 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -882436.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -882702.250000 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -882702.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -882870.000000 Penalty: 4359.520020
	Iteration 3Q: 3 clusters Score -882870 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -882998.000000 Penalty: 4359.520020
	Iteration 4Q: 3 clusters Score -882998 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -883130.312500 Penalty: 4359.520020
	Iteration 5Q: 3 clusters Score -883130.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -883311.375000 Penalty: 4359.520020
	Iteration 6Q: 3 clusters Score -883311.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -883531.750000 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -883531.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -883769.000000 Penalty: 4359.520020
	Iteration 8F: 3 clusters Score -883769 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -884025.375000 Penalty: 4359.520020
	Iteration 9F: 3 clusters Score -884025.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -884284.000000 Penalty: 4359.520020
	Iteration 10F: 3 clusters Score -884284 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -884573.312500 Penalty: 4359.520020
	Iteration 11F: 3 clusters Score -884573.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -884822.625000 Penalty: 4359.520020
	Iteration 12F: 3 clusters Score -884822.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -885014.187500 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -885014.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -885151.437500 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -885151.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -885243.875000 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -885243.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -885296.875000 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -885296.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -885333.875000 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -885333.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -885352.437500 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -885352.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -885362.812500 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -885362.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -885373.562500 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -885373.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -885376.875000 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -885376.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -885386.250000 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -885386.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -885395.062500 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -885395.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -885403.312500 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -885403.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -885406.875000 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -885406.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -885412.625000 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -885412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -885415.062500 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -885415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -885418.812500 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -885418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -885421.562500 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -885421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -885424.375000 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -885424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -885425.000000 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -885425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -885426.000000 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -885426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -885426.562500 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -885426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -885426.562500 Penalty: 4359.520020
	Iteration 34F: 3 clusters Score -885426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -406594.375000 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -406594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -403236.281250 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -403236.3 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -403936.937500 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -403936.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -404087.343750 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -404087.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -404183.937500 Penalty: 3982.760254
	Iteration 3Q: 3 clusters Score -404183.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -404262.562500 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -404262.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -404335.062500 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -404335.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -404403.000000 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -404403 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -404487.500000 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -404487.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -404596.812500 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -404596.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -404704.250000 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -404704.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -404816.406250 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -404816.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -404932.625000 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -404932.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405085.437500 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -405085.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -405232.437500 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -405232.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -405358.625000 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -405358.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -405480.281250 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -405480.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -405574.000000 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -405574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -405626.968750 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -405627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -405650.218750 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -405650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -405662.906250 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -405662.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -405669.937500 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -405669.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -405680.062500 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -405680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -405684.968750 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -405685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -405688.250000 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -405688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -405690.500000 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -405690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -405691.437500 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -405691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -405691.437500 Penalty: 3982.760254
	Iteration 26F: 3 clusters Score -405691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Entering Unmasked Estep 
Score: -16337608.000000 Penalty: 2903.518311
	Iteration 0F: 2 clusters Score -1.633761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -16266357.000000 Penalty: 5807.036621
	Iteration 0F: 3 clusters Score -1.626636e+07 nChanged 57811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -16299283.000000 Penalty: 5807.036621
	Iteration 1F: 3 clusters Score -1.629928e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -16299864.000000 Penalty: 5807.036621
	Iteration 2Q: 3 clusters Score -1.629986e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -16300774.000000 Penalty: 5807.036621
	Iteration 3Q: 3 clusters Score -1.630077e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -16301649.000000 Penalty: 5807.036621
	Iteration 4Q: 3 clusters Score -1.630165e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -16302793.000000 Penalty: 5807.036621
	Iteration 5Q: 3 clusters Score -1.630279e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -16304419.000000 Penalty: 5807.036621
	Iteration 6Q: 3 clusters Score -1.630442e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -16306764.000000 Penalty: 5807.036621
	Iteration 7Q: 3 clusters Score -1.630676e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -16309853.000000 Penalty: 5807.036621
	Iteration 8F: 3 clusters Score -1.630985e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -16313816.000000 Penalty: 5807.036621
	Iteration 9F: 3 clusters Score -1.631382e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -16317938.000000 Penalty: 5807.036621
	Iteration 10F: 3 clusters Score -1.631794e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -16321608.000000 Penalty: 5807.036621
	Iteration 11F: 3 clusters Score -1.632161e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -16324139.000000 Penalty: 5807.036621
	Iteration 12Q: 3 clusters Score -1.632414e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
Score: -16325013.000000 Penalty: 5807.036621
	Iteration 13Q: 3 clusters Score -1.632501e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -16325694.000000 Penalty: 5807.036621
	Iteration 14Q: 3 clusters Score -1.632569e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -16326653.000000 Penalty: 5807.036621
	Iteration 15Q: 3 clusters Score -1.632665e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -16327749.000000 Penalty: 5807.036621
	Iteration 16Q: 3 clusters Score -1.632775e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -16329422.000000 Penalty: 5807.036621
	Iteration 17Q: 3 clusters Score -1.632942e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -16331374.000000 Penalty: 5807.036621
	Iteration 18Q: 3 clusters Score -1.633137e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -16333117.000000 Penalty: 5807.036621
	Iteration 19Q: 3 clusters Score -1.633312e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -16335083.000000 Penalty: 5807.036621
	Iteration 20F: 3 clusters Score -1.633508e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -16336553.000000 Penalty: 5807.036621
	Iteration 21Q: 3 clusters Score -1.633655e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -16338008.000000 Penalty: 5807.036621
	Iteration 22Q: 3 clusters Score -1.633801e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -16339390.000000 Penalty: 5807.036621
	Iteration 23Q: 3 clusters Score -1.633939e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -16340389.000000 Penalty: 5807.036621
	Iteration 24Q: 3 clusters Score -1.634039e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -16341061.000000 Penalty: 5807.036621
	Iteration 25Q: 3 clusters Score -1.634106e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -16341419.000000 Penalty: 5807.036621
	Iteration 26Q: 3 clusters Score -1.634142e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -16341169.000000 Penalty: 5807.036621
	Iteration 27Q: 3 clusters Score -1.634117e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -16341007.000000 Penalty: 5807.036621
	Iteration 28Q: 3 clusters Score -1.634101e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -16340914.000000 Penalty: 5807.036621
	Iteration 29Q: 3 clusters Score -1.634091e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -16340547.000000 Penalty: 5807.036621
	Iteration 30Q: 3 clusters Score -1.634055e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -16340262.000000 Penalty: 5807.036621
	Iteration 31Q: 3 clusters Score -1.634026e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -16340078.000000 Penalty: 5807.036621
	Iteration 32Q: 3 clusters Score -1.634008e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -16339725.000000 Penalty: 5807.036621
	Iteration 33Q: 3 clusters Score -1.633972e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -16339372.000000 Penalty: 5807.036621
	Iteration 34Q: 3 clusters Score -1.633937e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -16338967.000000 Penalty: 5807.036621
	Iteration 35Q: 3 clusters Score -1.633897e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -16338529.000000 Penalty: 5807.036621
	Iteration 36Q: 3 clusters Score -1.633853e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -16338195.000000 Penalty: 5807.036621
	Iteration 37Q: 3 clusters Score -1.63382e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -16337924.000000 Penalty: 5807.036621
	Iteration 38Q: 3 clusters Score -1.633792e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -16337688.000000 Penalty: 5807.036621
	Iteration 39Q: 3 clusters Score -1.633769e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -16338449.000000 Penalty: 5807.036621
	Iteration 40F: 3 clusters Score -1.633845e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -16340107.000000 Penalty: 5807.036621
	Iteration 41Q: 3 clusters Score -1.634011e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -16340906.000000 Penalty: 5807.036621
	Iteration 42Q: 3 clusters Score -1.634091e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -16341393.000000 Penalty: 5807.036621
	Iteration 43Q: 3 clusters Score -1.634139e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -16341657.000000 Penalty: 5807.036621
	Iteration 44Q: 3 clusters Score -1.634166e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -16341801.000000 Penalty: 5807.036621
	Iteration 45Q: 3 clusters Score -1.63418e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -16341992.000000 Penalty: 5807.036621
	Iteration 46Q: 3 clusters Score -1.634199e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -16342066.000000 Penalty: 5807.036621
	Iteration 47Q: 3 clusters Score -1.634207e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -16342132.000000 Penalty: 5807.036621
	Iteration 48Q: 3 clusters Score -1.634213e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -16342184.000000 Penalty: 5807.036621
	Iteration 49Q: 3 clusters Score -1.634218e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -16342205.000000 Penalty: 5807.036621
	Iteration 50Q: 3 clusters Score -1.63422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -16342218.000000 Penalty: 5807.036621
	Iteration 51Q: 3 clusters Score -1.634222e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -16342251.000000 Penalty: 5807.036621
	Iteration 52Q: 3 clusters Score -1.634225e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -16342279.000000 Penalty: 5807.036621
	Iteration 53Q: 3 clusters Score -1.634228e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -16342290.000000 Penalty: 5807.036621
	Iteration 54Q: 3 clusters Score -1.634229e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -16342302.000000 Penalty: 5807.036621
	Iteration 55Q: 3 clusters Score -1.63423e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -16342289.000000 Penalty: 5807.036621
	Iteration 56Q: 3 clusters Score -1.634229e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -16342284.000000 Penalty: 5807.036621
	Iteration 57Q: 3 clusters Score -1.634228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104237 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -16342292.000000 Penalty: 5807.036621
	Iteration 58Q: 3 clusters Score -1.634229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -16342292.000000 Penalty: 5807.036621
	Iteration 59Q: 3 clusters Score -1.634229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -16342282.000000 Penalty: 5807.036621
	Iteration 60F: 3 clusters Score -1.634228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -16342283.000000 Penalty: 5807.036621
	Iteration 61Q: 3 clusters Score -1.634228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -16342290.000000 Penalty: 5807.036621
	Iteration 62Q: 3 clusters Score -1.634229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -16342274.000000 Penalty: 5807.036621
	Iteration 63Q: 3 clusters Score -1.634227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -16342263.000000 Penalty: 5807.036621
	Iteration 64Q: 3 clusters Score -1.634226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -16342266.000000 Penalty: 5807.036621
	Iteration 65Q: 3 clusters Score -1.634227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -16342269.000000 Penalty: 5807.036621
	Iteration 66Q: 3 clusters Score -1.634227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -16342282.000000 Penalty: 5807.036621
	Iteration 67Q: 3 clusters Score -1.634228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -16342273.000000 Penalty: 5807.036621
	Iteration 68Q: 3 clusters Score -1.634227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -16342274.000000 Penalty: 5807.036621
	Iteration 69Q: 3 clusters Score -1.634227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -16342269.000000 Penalty: 5807.036621
	Iteration 70Q: 3 clusters Score -1.634227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -16342268.000000 Penalty: 5807.036621
	Iteration 71Q: 3 clusters Score -1.634227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -16342268.000000 Penalty: 5807.036621
	Iteration 72F: 3 clusters Score -1.634227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 104347 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 24279 members 
Mstep: Class 11 contains 20935 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28995 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50443 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 133020 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17161 members 
Entering Unmasked Estep 
Score: -62771560.000000 Penalty: 84298.257812
Splitting cluster 7 changes total score from -62767256.000000 to -62771560.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13917.439453 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13917.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12992.333984 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -12992.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13010.870117 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13010.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13010.870117 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -13010.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Entering Unmasked Estep 
Score: -710211.000000 Penalty: 2134.952148
	Iteration 0F: 2 clusters Score -710211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -705418.062500 Penalty: 4269.904297
	Iteration 0F: 3 clusters Score -705418.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -706577.625000 Penalty: 4269.904297
	Iteration 1F: 3 clusters Score -706577.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -706828.500000 Penalty: 4269.904297
	Iteration 2F: 3 clusters Score -706828.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -706990.750000 Penalty: 4269.904297
	Iteration 3F: 3 clusters Score -706990.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -707101.187500 Penalty: 4269.904297
	Iteration 4Q: 3 clusters Score -707101.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -707186.437500 Penalty: 4269.904297
	Iteration 5Q: 3 clusters Score -707186.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -707261.875000 Penalty: 4269.904297
	Iteration 6Q: 3 clusters Score -707261.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -707329.062500 Penalty: 4269.904297
	Iteration 7Q: 3 clusters Score -707329.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -707407.000000 Penalty: 4269.904297
	Iteration 8Q: 3 clusters Score -707407 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -707489.125000 Penalty: 4269.904297
	Iteration 9Q: 3 clusters Score -707489.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -707578.250000 Penalty: 4269.904297
	Iteration 10Q: 3 clusters Score -707578.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -707697.312500 Penalty: 4269.904297
	Iteration 11Q: 3 clusters Score -707697.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -707820.062500 Penalty: 4269.904297
	Iteration 12Q: 3 clusters Score -707820.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -707949.625000 Penalty: 4269.904297
	Iteration 13Q: 3 clusters Score -707949.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -708081.875000 Penalty: 4269.904297
	Iteration 14Q: 3 clusters Score -708081.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -708257.125000 Penalty: 4269.904297
	Iteration 15Q: 3 clusters Score -708257.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -708478.062500 Penalty: 4269.904297
	Iteration 16Q: 3 clusters Score -708478.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -708718.125000 Penalty: 4269.904297
	Iteration 17Q: 3 clusters Score -708718.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -708953.687500 Penalty: 4269.904297
	Iteration 18Q: 3 clusters Score -708953.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -709176.562500 Penalty: 4269.904297
	Iteration 19Q: 3 clusters Score -709176.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -709387.312500 Penalty: 4269.904297
	Iteration 20F: 3 clusters Score -709387.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -709543.125000 Penalty: 4269.904297
	Iteration 21Q: 3 clusters Score -709543.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -709624.875000 Penalty: 4269.904297
	Iteration 22Q: 3 clusters Score -709624.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -709666.625000 Penalty: 4269.904297
	Iteration 23Q: 3 clusters Score -709666.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -709687.125000 Penalty: 4269.904297
	Iteration 24Q: 3 clusters Score -709687.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -709701.000000 Penalty: 4269.904297
	Iteration 25Q: 3 clusters Score -709701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -709710.937500 Penalty: 4269.904297
	Iteration 26Q: 3 clusters Score -709710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -709717.062500 Penalty: 4269.904297
	Iteration 27Q: 3 clusters Score -709717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -709721.375000 Penalty: 4269.904297
	Iteration 28Q: 3 clusters Score -709721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -709722.812500 Penalty: 4269.904297
	Iteration 29Q: 3 clusters Score -709722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -709724.125000 Penalty: 4269.904297
	Iteration 30Q: 3 clusters Score -709724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -709724.312500 Penalty: 4269.904297
	Iteration 31Q: 3 clusters Score -709724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -709724.500000 Penalty: 4269.904297
	Iteration 32Q: 3 clusters Score -709724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -709725.125000 Penalty: 4269.904297
	Iteration 33Q: 3 clusters Score -709725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -709725.437500 Penalty: 4269.904297
	Iteration 34Q: 3 clusters Score -709725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -709725.437500 Penalty: 4269.904297
	Iteration 35F: 3 clusters Score -709725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Entering Unmasked Estep 
Score: -3271938.000000 Penalty: 2504.146973
	Iteration 0F: 2 clusters Score -3271938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3255099.000000 Penalty: 5008.293945
	Iteration 0F: 3 clusters Score -3255099 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3261120.500000 Penalty: 5008.293945
	Iteration 1F: 3 clusters Score -3261120 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3261575.250000 Penalty: 5008.293945
	Iteration 2F: 3 clusters Score -3261575 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3261979.500000 Penalty: 5008.293945
	Iteration 3Q: 3 clusters Score -3261980 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3262374.250000 Penalty: 5008.293945
	Iteration 4Q: 3 clusters Score -3262374 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3262782.750000 Penalty: 5008.293945
	Iteration 5Q: 3 clusters Score -3262783 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3263258.000000 Penalty: 5008.293945
	Iteration 6Q: 3 clusters Score -3263258 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3263818.000000 Penalty: 5008.293945
	Iteration 7Q: 3 clusters Score -3263818 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3264439.500000 Penalty: 5008.293945
	Iteration 8Q: 3 clusters Score -3264440 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3265214.000000 Penalty: 5008.293945
	Iteration 9Q: 3 clusters Score -3265214 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3266002.500000 Penalty: 5008.293945
	Iteration 10Q: 3 clusters Score -3266002 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3266655.750000 Penalty: 5008.293945
	Iteration 11Q: 3 clusters Score -3266656 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3267084.500000 Penalty: 5008.293945
	Iteration 12Q: 3 clusters Score -3267084 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3267345.500000 Penalty: 5008.293945
	Iteration 13Q: 3 clusters Score -3267346 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3267517.250000 Penalty: 5008.293945
	Iteration 14Q: 3 clusters Score -3267517 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3267642.500000 Penalty: 5008.293945
	Iteration 15Q: 3 clusters Score -3267642 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3267740.250000 Penalty: 5008.293945
	Iteration 16Q: 3 clusters Score -3267740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3267813.500000 Penalty: 5008.293945
	Iteration 17Q: 3 clusters Score -3267814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3267857.750000 Penalty: 5008.293945
	Iteration 18Q: 3 clusters Score -3267858 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3267909.500000 Penalty: 5008.293945
	Iteration 19Q: 3 clusters Score -3267910 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3267954.750000 Penalty: 5008.293945
	Iteration 20F: 3 clusters Score -3267955 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3268015.750000 Penalty: 5008.293945
	Iteration 21Q: 3 clusters Score -3268016 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3268062.250000 Penalty: 5008.293945
	Iteration 22Q: 3 clusters Score -3268062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3268130.000000 Penalty: 5008.293945
	Iteration 23Q: 3 clusters Score -3268130 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3268180.750000 Penalty: 5008.293945
	Iteration 24Q: 3 clusters Score -3268181 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3268217.500000 Penalty: 5008.293945
	Iteration 25Q: 3 clusters Score -3268218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3268260.750000 Penalty: 5008.293945
	Iteration 26Q: 3 clusters Score -3268261 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3268314.500000 Penalty: 5008.293945
	Iteration 27Q: 3 clusters Score -3268314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3268374.250000 Penalty: 5008.293945
	Iteration 28Q: 3 clusters Score -3268374 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3268433.000000 Penalty: 5008.293945
	Iteration 29Q: 3 clusters Score -3268433 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3268497.250000 Penalty: 5008.293945
	Iteration 30Q: 3 clusters Score -3268497 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3268574.000000 Penalty: 5008.293945
	Iteration 31Q: 3 clusters Score -3268574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3268620.250000 Penalty: 5008.293945
	Iteration 32Q: 3 clusters Score -3268620 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3268683.000000 Penalty: 5008.293945
	Iteration 33Q: 3 clusters Score -3268683 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3268741.250000 Penalty: 5008.293945
	Iteration 34Q: 3 clusters Score -3268741 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3268822.000000 Penalty: 5008.293945
	Iteration 35Q: 3 clusters Score -3268822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3268876.750000 Penalty: 5008.293945
	Iteration 36Q: 3 clusters Score -3268877 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3268943.500000 Penalty: 5008.293945
	Iteration 37Q: 3 clusters Score -3268944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3269012.750000 Penalty: 5008.293945
	Iteration 38Q: 3 clusters Score -3269013 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3269071.000000 Penalty: 5008.293945
	Iteration 39Q: 3 clusters Score -3269071 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3269109.750000 Penalty: 5008.293945
	Iteration 40F: 3 clusters Score -3269110 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3269153.250000 Penalty: 5008.293945
	Iteration 41Q: 3 clusters Score -3269153 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3269191.500000 Penalty: 5008.293945
	Iteration 42Q: 3 clusters Score -3269192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3269229.000000 Penalty: 5008.293945
	Iteration 43Q: 3 clusters Score -3269229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3269255.500000 Penalty: 5008.293945
	Iteration 44Q: 3 clusters Score -3269256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3269290.500000 Penalty: 5008.293945
	Iteration 45Q: 3 clusters Score -3269290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3269309.500000 Penalty: 5008.293945
	Iteration 46Q: 3 clusters Score -3269310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3269338.750000 Penalty: 5008.293945
	Iteration 47Q: 3 clusters Score -3269339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3269353.500000 Penalty: 5008.293945
	Iteration 48Q: 3 clusters Score -3269354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3269378.500000 Penalty: 5008.293945
	Iteration 49Q: 3 clusters Score -3269378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3269392.250000 Penalty: 5008.293945
	Iteration 50Q: 3 clusters Score -3269392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3269423.250000 Penalty: 5008.293945
	Iteration 51Q: 3 clusters Score -3269423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3269456.500000 Penalty: 5008.293945
	Iteration 52Q: 3 clusters Score -3269456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3269500.250000 Penalty: 5008.293945
	Iteration 53Q: 3 clusters Score -3269500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3269524.250000 Penalty: 5008.293945
	Iteration 54Q: 3 clusters Score -3269524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3269550.500000 Penalty: 5008.293945
	Iteration 55Q: 3 clusters Score -3269550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3269586.500000 Penalty: 5008.293945
	Iteration 56Q: 3 clusters Score -3269586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3269615.250000 Penalty: 5008.293945
	Iteration 57Q: 3 clusters Score -3269615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3269635.000000 Penalty: 5008.293945
	Iteration 58Q: 3 clusters Score -3269635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3269659.250000 Penalty: 5008.293945
	Iteration 59Q: 3 clusters Score -3269659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3269691.000000 Penalty: 5008.293945
	Iteration 60F: 3 clusters Score -3269691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3269719.750000 Penalty: 5008.293945
	Iteration 61Q: 3 clusters Score -3269720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3269750.750000 Penalty: 5008.293945
	Iteration 62Q: 3 clusters Score -3269751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3269764.750000 Penalty: 5008.293945
	Iteration 63Q: 3 clusters Score -3269765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3269776.500000 Penalty: 5008.293945
	Iteration 64Q: 3 clusters Score -3269776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3269792.500000 Penalty: 5008.293945
	Iteration 65Q: 3 clusters Score -3269792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3269807.750000 Penalty: 5008.293945
	Iteration 66Q: 3 clusters Score -3269808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3269809.750000 Penalty: 5008.293945
	Iteration 67Q: 3 clusters Score -3269810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3269820.750000 Penalty: 5008.293945
	Iteration 68Q: 3 clusters Score -3269821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3269824.500000 Penalty: 5008.293945
	Iteration 69Q: 3 clusters Score -3269824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3269827.500000 Penalty: 5008.293945
	Iteration 70Q: 3 clusters Score -3269828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3269839.500000 Penalty: 5008.293945
	Iteration 71Q: 3 clusters Score -3269840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3269853.750000 Penalty: 5008.293945
	Iteration 72Q: 3 clusters Score -3269854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3269857.250000 Penalty: 5008.293945
	Iteration 73Q: 3 clusters Score -3269857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3269863.250000 Penalty: 5008.293945
	Iteration 74Q: 3 clusters Score -3269863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3269866.750000 Penalty: 5008.293945
	Iteration 75Q: 3 clusters Score -3269867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3269874.750000 Penalty: 5008.293945
	Iteration 76Q: 3 clusters Score -3269875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3269883.750000 Penalty: 5008.293945
	Iteration 77Q: 3 clusters Score -3269884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3269885.000000 Penalty: 5008.293945
	Iteration 78Q: 3 clusters Score -3269885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3269887.750000 Penalty: 5008.293945
	Iteration 79Q: 3 clusters Score -3269888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3269891.500000 Penalty: 5008.293945
	Iteration 80F: 3 clusters Score -3269892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3269891.500000 Penalty: 5008.293945
	Iteration 81Q: 3 clusters Score -3269892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3269888.250000 Penalty: 5008.293945
	Iteration 82Q: 3 clusters Score -3269888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3269890.250000 Penalty: 5008.293945
	Iteration 83Q: 3 clusters Score -3269890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3269890.250000 Penalty: 5008.293945
	Iteration 84F: 3 clusters Score -3269890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Entering Unmasked Estep 
Score: -2837019.000000 Penalty: 2467.395996
	Iteration 0F: 2 clusters Score -2837019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2822172.750000 Penalty: 4934.791992
	Iteration 0F: 3 clusters Score -2822173 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2827169.750000 Penalty: 4934.791992
	Iteration 1F: 3 clusters Score -2827170 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2827549.500000 Penalty: 4934.791992
	Iteration 2F: 3 clusters Score -2827550 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2827827.500000 Penalty: 4934.791992
	Iteration 3Q: 3 clusters Score -2827828 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2828045.250000 Penalty: 4934.791992
	Iteration 4Q: 3 clusters Score -2828045 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2828251.250000 Penalty: 4934.791992
	Iteration 5Q: 3 clusters Score -2828251 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2828468.250000 Penalty: 4934.791992
	Iteration 6Q: 3 clusters Score -2828468 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2828700.750000 Penalty: 4934.791992
	Iteration 7Q: 3 clusters Score -2828701 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2828940.750000 Penalty: 4934.791992
	Iteration 8Q: 3 clusters Score -2828941 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2829231.500000 Penalty: 4934.791992
	Iteration 9Q: 3 clusters Score -2829232 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2829565.750000 Penalty: 4934.791992
	Iteration 10Q: 3 clusters Score -2829566 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2830008.750000 Penalty: 4934.791992
	Iteration 11Q: 3 clusters Score -2830009 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2830618.000000 Penalty: 4934.791992
	Iteration 12Q: 3 clusters Score -2830618 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2831436.500000 Penalty: 4934.791992
	Iteration 13F: 3 clusters Score -2831436 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2832433.000000 Penalty: 4934.791992
	Iteration 14F: 3 clusters Score -2832433 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2833434.250000 Penalty: 4934.791992
	Iteration 15F: 3 clusters Score -2833434 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2834112.750000 Penalty: 4934.791992
	Iteration 16Q: 3 clusters Score -2834113 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2834394.250000 Penalty: 4934.791992
	Iteration 17Q: 3 clusters Score -2834394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2834508.500000 Penalty: 4934.791992
	Iteration 18Q: 3 clusters Score -2834508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2834566.000000 Penalty: 4934.791992
	Iteration 19Q: 3 clusters Score -2834566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2834610.250000 Penalty: 4934.791992
	Iteration 20F: 3 clusters Score -2834610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2834634.000000 Penalty: 4934.791992
	Iteration 21Q: 3 clusters Score -2834634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2834666.500000 Penalty: 4934.791992
	Iteration 22Q: 3 clusters Score -2834666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2834689.750000 Penalty: 4934.791992
	Iteration 23Q: 3 clusters Score -2834690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2834688.750000 Penalty: 4934.791992
	Iteration 24Q: 3 clusters Score -2834689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2834696.250000 Penalty: 4934.791992
	Iteration 25Q: 3 clusters Score -2834696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2834705.750000 Penalty: 4934.791992
	Iteration 26Q: 3 clusters Score -2834706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2834710.000000 Penalty: 4934.791992
	Iteration 27Q: 3 clusters Score -2834710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2834712.750000 Penalty: 4934.791992
	Iteration 28Q: 3 clusters Score -2834713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2834714.250000 Penalty: 4934.791992
	Iteration 29Q: 3 clusters Score -2834714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2834714.500000 Penalty: 4934.791992
	Iteration 30Q: 3 clusters Score -2834714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2834715.750000 Penalty: 4934.791992
	Iteration 31Q: 3 clusters Score -2834716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2834716.750000 Penalty: 4934.791992
	Iteration 32Q: 3 clusters Score -2834717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2834715.000000 Penalty: 4934.791992
	Iteration 33Q: 3 clusters Score -2834715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2834714.750000 Penalty: 4934.791992
	Iteration 34Q: 3 clusters Score -2834715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2834712.250000 Penalty: 4934.791992
	Iteration 35Q: 3 clusters Score -2834712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2834713.750000 Penalty: 4934.791992
	Iteration 36Q: 3 clusters Score -2834714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2834712.000000 Penalty: 4934.791992
	Iteration 37Q: 3 clusters Score -2834712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2834715.250000 Penalty: 4934.791992
	Iteration 38Q: 3 clusters Score -2834715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2834718.250000 Penalty: 4934.791992
	Iteration 39Q: 3 clusters Score -2834718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2834718.250000 Penalty: 4934.791992
	Iteration 40F: 3 clusters Score -2834718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Entering Unmasked Estep 
Score: -2449321.250000 Penalty: 2429.921875
	Iteration 0F: 2 clusters Score -2449321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2436556.750000 Penalty: 4859.843750
	Iteration 0F: 3 clusters Score -2436557 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2440709.000000 Penalty: 4859.843750
	Iteration 1F: 3 clusters Score -2440709 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2441142.750000 Penalty: 4859.843750
	Iteration 2F: 3 clusters Score -2441143 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2441534.750000 Penalty: 4859.843750
	Iteration 3F: 3 clusters Score -2441535 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2441916.250000 Penalty: 4859.843750
	Iteration 4Q: 3 clusters Score -2441916 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2442290.000000 Penalty: 4859.843750
	Iteration 5Q: 3 clusters Score -2442290 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2442739.250000 Penalty: 4859.843750
	Iteration 6Q: 3 clusters Score -2442739 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2443299.250000 Penalty: 4859.843750
	Iteration 7F: 3 clusters Score -2443299 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2444029.750000 Penalty: 4859.843750
	Iteration 8F: 3 clusters Score -2444030 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2444777.750000 Penalty: 4859.843750
	Iteration 9F: 3 clusters Score -2444778 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2445479.000000 Penalty: 4859.843750
	Iteration 10Q: 3 clusters Score -2445479 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2446113.000000 Penalty: 4859.843750
	Iteration 11Q: 3 clusters Score -2446113 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2446592.000000 Penalty: 4859.843750
	Iteration 12Q: 3 clusters Score -2446592 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2446860.000000 Penalty: 4859.843750
	Iteration 13Q: 3 clusters Score -2446860 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2446987.250000 Penalty: 4859.843750
	Iteration 14Q: 3 clusters Score -2446987 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2447056.000000 Penalty: 4859.843750
	Iteration 15Q: 3 clusters Score -2447056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2447096.000000 Penalty: 4859.843750
	Iteration 16Q: 3 clusters Score -2447096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2447130.250000 Penalty: 4859.843750
	Iteration 17Q: 3 clusters Score -2447130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2447166.000000 Penalty: 4859.843750
	Iteration 18Q: 3 clusters Score -2447166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2447197.000000 Penalty: 4859.843750
	Iteration 19Q: 3 clusters Score -2447197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2447220.000000 Penalty: 4859.843750
	Iteration 20F: 3 clusters Score -2447220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2447238.500000 Penalty: 4859.843750
	Iteration 21Q: 3 clusters Score -2447238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2447256.250000 Penalty: 4859.843750
	Iteration 22Q: 3 clusters Score -2447256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2447274.250000 Penalty: 4859.843750
	Iteration 23Q: 3 clusters Score -2447274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2447297.500000 Penalty: 4859.843750
	Iteration 24Q: 3 clusters Score -2447298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2447317.250000 Penalty: 4859.843750
	Iteration 25Q: 3 clusters Score -2447317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2447323.000000 Penalty: 4859.843750
	Iteration 26Q: 3 clusters Score -2447323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2447335.000000 Penalty: 4859.843750
	Iteration 27Q: 3 clusters Score -2447335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2447350.000000 Penalty: 4859.843750
	Iteration 28Q: 3 clusters Score -2447350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2447356.000000 Penalty: 4859.843750
	Iteration 29Q: 3 clusters Score -2447356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2447358.000000 Penalty: 4859.843750
	Iteration 30Q: 3 clusters Score -2447358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2447362.500000 Penalty: 4859.843750
	Iteration 31Q: 3 clusters Score -2447362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2447371.500000 Penalty: 4859.843750
	Iteration 32Q: 3 clusters Score -2447372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2447376.750000 Penalty: 4859.843750
	Iteration 33Q: 3 clusters Score -2447377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2447388.250000 Penalty: 4859.843750
	Iteration 34Q: 3 clusters Score -2447388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2447391.000000 Penalty: 4859.843750
	Iteration 35Q: 3 clusters Score -2447391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2447395.250000 Penalty: 4859.843750
	Iteration 36Q: 3 clusters Score -2447395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2447404.250000 Penalty: 4859.843750
	Iteration 37Q: 3 clusters Score -2447404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2447409.000000 Penalty: 4859.843750
	Iteration 38Q: 3 clusters Score -2447409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2447409.250000 Penalty: 4859.843750
	Iteration 39Q: 3 clusters Score -2447409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2447411.750000 Penalty: 4859.843750
	Iteration 40F: 3 clusters Score -2447412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 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 160 members 
Entering Unmasked Estep 
Score: -33558.574219 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33558.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33703.171875 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33703.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33807.003906 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -33807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33877.175781 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33877.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33923.511719 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33923.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34028.386719 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -34028.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34058.648438 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -34058.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34108.503906 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -34108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34211.898438 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -34211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34283.148438 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -34283.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34298.230469 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -34298.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34322.074219 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -34322.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34340.855469 Penalty: 2853.275879
	Iteration 12Q: 3 clusters Score -34340.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34346.503906 Penalty: 2853.275879
	Iteration 13Q: 3 clusters Score -34346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34348.054688 Penalty: 2853.275879
	Iteration 14Q: 3 clusters Score -34348.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34348.679688 Penalty: 2853.275879
	Iteration 15F: 3 clusters Score -34348.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34354.667969 Penalty: 2853.275879
	Iteration 16Q: 3 clusters Score -34354.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34360.503906 Penalty: 2853.275879
	Iteration 17Q: 3 clusters Score -34360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34360.503906 Penalty: 2853.275879
	Iteration 18F: 3 clusters Score -34360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -72041.523438 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -72041.52 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 306 members 
Entering Unmasked Estep 
Score: -70497.242188 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -70497.24 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70934.820312 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -70934.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71085.031250 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -71085.03 nChanged 26
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: -71183.671875 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -71183.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71247.210938 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -71247.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71296.484375 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -71296.48 nChanged 15
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: -71343.007812 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -71343.01 nChanged 19
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: -71405.523438 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -71405.52 nChanged 14
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: -71440.601562 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -71440.6 nChanged 8
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: -71488.976562 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -71488.98 nChanged 5
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: -71557.851562 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -71557.85 nChanged 10
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: -71584.968750 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -71584.97 nChanged 9
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: -71607.218750 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -71607.22 nChanged 3
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: -71617.632812 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -71617.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71634.023438 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -71634.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71638.289062 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -71638.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71639.156250 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -71639.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71639.156250 Penalty: 3188.340332
	Iteration 17F: 3 clusters Score -71639.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -58865.269531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -58865.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57370.582031 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -57370.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57563.652344 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -57563.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57599.468750 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -57599.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57624.054688 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -57624.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57628.238281 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -57628.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57630.937500 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -57630.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57641.773438 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -57641.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57651.195312 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -57651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57651.195312 Penalty: 3073.436279
	Iteration 8F: 3 clusters Score -57651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Entering Unmasked Estep 
Score: -3962050.250000 Penalty: 2548.169922
	Iteration 0F: 2 clusters Score -3962050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3942238.250000 Penalty: 5096.339844
	Iteration 0F: 3 clusters Score -3942238 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3949129.750000 Penalty: 5096.339844
	Iteration 1F: 3 clusters Score -3949130 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3949541.250000 Penalty: 5096.339844
	Iteration 2Q: 3 clusters Score -3949541 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3949905.500000 Penalty: 5096.339844
	Iteration 3Q: 3 clusters Score -3949906 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3950198.750000 Penalty: 5096.339844
	Iteration 4Q: 3 clusters Score -3950199 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3950518.500000 Penalty: 5096.339844
	Iteration 5Q: 3 clusters Score -3950518 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3950865.750000 Penalty: 5096.339844
	Iteration 6Q: 3 clusters Score -3950866 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3951318.250000 Penalty: 5096.339844
	Iteration 7Q: 3 clusters Score -3951318 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3951945.750000 Penalty: 5096.339844
	Iteration 8Q: 3 clusters Score -3951946 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3952664.000000 Penalty: 5096.339844
	Iteration 9Q: 3 clusters Score -3952664 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3953520.000000 Penalty: 5096.339844
	Iteration 10Q: 3 clusters Score -3953520 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3954451.250000 Penalty: 5096.339844
	Iteration 11Q: 3 clusters Score -3954451 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3955335.000000 Penalty: 5096.339844
	Iteration 12Q: 3 clusters Score -3955335 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3956036.750000 Penalty: 5096.339844
	Iteration 13Q: 3 clusters Score -3956037 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3956456.500000 Penalty: 5096.339844
	Iteration 14Q: 3 clusters Score -3956456 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3956705.500000 Penalty: 5096.339844
	Iteration 15Q: 3 clusters Score -3956706 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3956873.000000 Penalty: 5096.339844
	Iteration 16Q: 3 clusters Score -3956873 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3957000.500000 Penalty: 5096.339844
	Iteration 17Q: 3 clusters Score -3957000 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3957093.000000 Penalty: 5096.339844
	Iteration 18Q: 3 clusters Score -3957093 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3957191.250000 Penalty: 5096.339844
	Iteration 19Q: 3 clusters Score -3957191 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3957280.250000 Penalty: 5096.339844
	Iteration 20F: 3 clusters Score -3957280 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3957385.000000 Penalty: 5096.339844
	Iteration 21Q: 3 clusters Score -3957385 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3957483.250000 Penalty: 5096.339844
	Iteration 22Q: 3 clusters Score -3957483 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3957614.750000 Penalty: 5096.339844
	Iteration 23Q: 3 clusters Score -3957615 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3957718.000000 Penalty: 5096.339844
	Iteration 24Q: 3 clusters Score -3957718 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3957868.000000 Penalty: 5096.339844
	Iteration 25Q: 3 clusters Score -3957868 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3958017.750000 Penalty: 5096.339844
	Iteration 26Q: 3 clusters Score -3958018 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3958156.000000 Penalty: 5096.339844
	Iteration 27Q: 3 clusters Score -3958156 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3958289.250000 Penalty: 5096.339844
	Iteration 28Q: 3 clusters Score -3958289 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3958385.500000 Penalty: 5096.339844
	Iteration 29Q: 3 clusters Score -3958386 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3958481.000000 Penalty: 5096.339844
	Iteration 30Q: 3 clusters Score -3958481 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3958571.500000 Penalty: 5096.339844
	Iteration 31Q: 3 clusters Score -3958572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3958657.500000 Penalty: 5096.339844
	Iteration 32Q: 3 clusters Score -3958658 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3958722.750000 Penalty: 5096.339844
	Iteration 33Q: 3 clusters Score -3958723 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3958776.250000 Penalty: 5096.339844
	Iteration 34Q: 3 clusters Score -3958776 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3958821.250000 Penalty: 5096.339844
	Iteration 35Q: 3 clusters Score -3958821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3958874.750000 Penalty: 5096.339844
	Iteration 36Q: 3 clusters Score -3958875 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3958930.500000 Penalty: 5096.339844
	Iteration 37Q: 3 clusters Score -3958930 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3958972.750000 Penalty: 5096.339844
	Iteration 38Q: 3 clusters Score -3958973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3959004.000000 Penalty: 5096.339844
	Iteration 39Q: 3 clusters Score -3959004 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3959039.750000 Penalty: 5096.339844
	Iteration 40F: 3 clusters Score -3959040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3959066.750000 Penalty: 5096.339844
	Iteration 41Q: 3 clusters Score -3959067 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3959095.250000 Penalty: 5096.339844
	Iteration 42Q: 3 clusters Score -3959095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3959137.500000 Penalty: 5096.339844
	Iteration 43Q: 3 clusters Score -3959138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3959170.250000 Penalty: 5096.339844
	Iteration 44Q: 3 clusters Score -3959170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3959191.750000 Penalty: 5096.339844
	Iteration 45Q: 3 clusters Score -3959192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3959221.000000 Penalty: 5096.339844
	Iteration 46Q: 3 clusters Score -3959221 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3959236.500000 Penalty: 5096.339844
	Iteration 47Q: 3 clusters Score -3959236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3959269.500000 Penalty: 5096.339844
	Iteration 48Q: 3 clusters Score -3959270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3959295.750000 Penalty: 5096.339844
	Iteration 49Q: 3 clusters Score -3959296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3959316.750000 Penalty: 5096.339844
	Iteration 50Q: 3 clusters Score -3959317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3959333.500000 Penalty: 5096.339844
	Iteration 51Q: 3 clusters Score -3959334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3959351.750000 Penalty: 5096.339844
	Iteration 52Q: 3 clusters Score -3959352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3959356.000000 Penalty: 5096.339844
	Iteration 53Q: 3 clusters Score -3959356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3959366.000000 Penalty: 5096.339844
	Iteration 54Q: 3 clusters Score -3959366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3959376.000000 Penalty: 5096.339844
	Iteration 55Q: 3 clusters Score -3959376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3959393.750000 Penalty: 5096.339844
	Iteration 56Q: 3 clusters Score -3959394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3959404.000000 Penalty: 5096.339844
	Iteration 57Q: 3 clusters Score -3959404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3959428.500000 Penalty: 5096.339844
	Iteration 58Q: 3 clusters Score -3959428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3959439.250000 Penalty: 5096.339844
	Iteration 59Q: 3 clusters Score -3959439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3959465.750000 Penalty: 5096.339844
	Iteration 60F: 3 clusters Score -3959466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3959481.000000 Penalty: 5096.339844
	Iteration 61Q: 3 clusters Score -3959481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3959494.250000 Penalty: 5096.339844
	Iteration 62Q: 3 clusters Score -3959494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3959509.250000 Penalty: 5096.339844
	Iteration 63Q: 3 clusters Score -3959509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3959522.000000 Penalty: 5096.339844
	Iteration 64Q: 3 clusters Score -3959522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3959557.750000 Penalty: 5096.339844
	Iteration 65Q: 3 clusters Score -3959558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3959579.500000 Penalty: 5096.339844
	Iteration 66Q: 3 clusters Score -3959580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3959612.000000 Penalty: 5096.339844
	Iteration 67Q: 3 clusters Score -3959612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3959631.500000 Penalty: 5096.339844
	Iteration 68Q: 3 clusters Score -3959632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3959639.750000 Penalty: 5096.339844
	Iteration 69Q: 3 clusters Score -3959640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3959645.500000 Penalty: 5096.339844
	Iteration 70Q: 3 clusters Score -3959646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3959667.000000 Penalty: 5096.339844
	Iteration 71Q: 3 clusters Score -3959667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3959674.250000 Penalty: 5096.339844
	Iteration 72Q: 3 clusters Score -3959674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3959686.000000 Penalty: 5096.339844
	Iteration 73Q: 3 clusters Score -3959686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3959689.500000 Penalty: 5096.339844
	Iteration 74Q: 3 clusters Score -3959690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3959695.250000 Penalty: 5096.339844
	Iteration 75Q: 3 clusters Score -3959695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3959710.750000 Penalty: 5096.339844
	Iteration 76Q: 3 clusters Score -3959711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3959716.500000 Penalty: 5096.339844
	Iteration 77Q: 3 clusters Score -3959716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3959730.750000 Penalty: 5096.339844
	Iteration 78Q: 3 clusters Score -3959731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3959726.500000 Penalty: 5096.339844
	Iteration 79Q: 3 clusters Score -3959726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3959736.500000 Penalty: 5096.339844
	Iteration 80F: 3 clusters Score -3959736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3959731.750000 Penalty: 5096.339844
	Iteration 81Q: 3 clusters Score -3959732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3959737.250000 Penalty: 5096.339844
	Iteration 82Q: 3 clusters Score -3959737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3959735.750000 Penalty: 5096.339844
	Iteration 83Q: 3 clusters Score -3959736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3959738.500000 Penalty: 5096.339844
	Iteration 84Q: 3 clusters Score -3959738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3959744.750000 Penalty: 5096.339844
	Iteration 85Q: 3 clusters Score -3959745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3959747.500000 Penalty: 5096.339844
	Iteration 86Q: 3 clusters Score -3959748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3959749.500000 Penalty: 5096.339844
	Iteration 87Q: 3 clusters Score -3959750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3959746.500000 Penalty: 5096.339844
	Iteration 88Q: 3 clusters Score -3959746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3959748.250000 Penalty: 5096.339844
	Iteration 89Q: 3 clusters Score -3959748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3959754.500000 Penalty: 5096.339844
	Iteration 90Q: 3 clusters Score -3959754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3959759.750000 Penalty: 5096.339844
	Iteration 91Q: 3 clusters Score -3959760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3959758.250000 Penalty: 5096.339844
	Iteration 92Q: 3 clusters Score -3959758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3959759.250000 Penalty: 5096.339844
	Iteration 93Q: 3 clusters Score -3959759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3959759.000000 Penalty: 5096.339844
	Iteration 94Q: 3 clusters Score -3959759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3959759.750000 Penalty: 5096.339844
	Iteration 95Q: 3 clusters Score -3959760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3959763.500000 Penalty: 5096.339844
	Iteration 96Q: 3 clusters Score -3959764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3959764.250000 Penalty: 5096.339844
	Iteration 97Q: 3 clusters Score -3959764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3959764.250000 Penalty: 5096.339844
	Iteration 98F: 3 clusters Score -3959764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -14695.826172 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -14695.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13695.719727 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -13695.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13831.069336 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -13831.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13888.911133 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -13888.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13909.599609 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -13909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13909.599609 Penalty: 2507.897949
	Iteration 4F: 3 clusters Score -13909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -547889.062500 Penalty: 2073.123535
	Iteration 0F: 2 clusters Score -547889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -543885.500000 Penalty: 4146.247070
	Iteration 0F: 3 clusters Score -543885.5 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544918.625000 Penalty: 4146.247070
	Iteration 1F: 3 clusters Score -544918.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -545201.187500 Penalty: 4146.247070
	Iteration 2F: 3 clusters Score -545201.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -545446.250000 Penalty: 4146.247070
	Iteration 3F: 3 clusters Score -545446.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -545657.812500 Penalty: 4146.247070
	Iteration 4F: 3 clusters Score -545657.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -545830.187500 Penalty: 4146.247070
	Iteration 5F: 3 clusters Score -545830.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -545960.625000 Penalty: 4146.247070
	Iteration 6Q: 3 clusters Score -545960.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -546055.937500 Penalty: 4146.247070
	Iteration 7Q: 3 clusters Score -546055.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -546144.687500 Penalty: 4146.247070
	Iteration 8Q: 3 clusters Score -546144.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -546238.125000 Penalty: 4146.247070
	Iteration 9Q: 3 clusters Score -546238.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -546304.625000 Penalty: 4146.247070
	Iteration 10Q: 3 clusters Score -546304.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -546357.750000 Penalty: 4146.247070
	Iteration 11Q: 3 clusters Score -546357.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -546398.062500 Penalty: 4146.247070
	Iteration 12Q: 3 clusters Score -546398.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -546439.375000 Penalty: 4146.247070
	Iteration 13Q: 3 clusters Score -546439.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -546486.875000 Penalty: 4146.247070
	Iteration 14Q: 3 clusters Score -546486.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -546523.812500 Penalty: 4146.247070
	Iteration 15Q: 3 clusters Score -546523.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -546548.312500 Penalty: 4146.247070
	Iteration 16Q: 3 clusters Score -546548.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -546564.562500 Penalty: 4146.247070
	Iteration 17Q: 3 clusters Score -546564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -546576.562500 Penalty: 4146.247070
	Iteration 18Q: 3 clusters Score -546576.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -546584.125000 Penalty: 4146.247070
	Iteration 19Q: 3 clusters Score -546584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -546592.437500 Penalty: 4146.247070
	Iteration 20F: 3 clusters Score -546592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -546597.250000 Penalty: 4146.247070
	Iteration 21Q: 3 clusters Score -546597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -546602.250000 Penalty: 4146.247070
	Iteration 22Q: 3 clusters Score -546602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -546604.562500 Penalty: 4146.247070
	Iteration 23Q: 3 clusters Score -546604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -546610.125000 Penalty: 4146.247070
	Iteration 24Q: 3 clusters Score -546610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -546613.125000 Penalty: 4146.247070
	Iteration 25Q: 3 clusters Score -546613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -546614.687500 Penalty: 4146.247070
	Iteration 26Q: 3 clusters Score -546614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -546614.625000 Penalty: 4146.247070
	Iteration 27Q: 3 clusters Score -546614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -546617.187500 Penalty: 4146.247070
	Iteration 28Q: 3 clusters Score -546617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -546621.750000 Penalty: 4146.247070
	Iteration 29Q: 3 clusters Score -546621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -546623.125000 Penalty: 4146.247070
	Iteration 30Q: 3 clusters Score -546623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -546627.187500 Penalty: 4146.247070
	Iteration 31Q: 3 clusters Score -546627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -546633.750000 Penalty: 4146.247070
	Iteration 32Q: 3 clusters Score -546633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -546637.500000 Penalty: 4146.247070
	Iteration 33Q: 3 clusters Score -546637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -546638.562500 Penalty: 4146.247070
	Iteration 34Q: 3 clusters Score -546638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -546639.500000 Penalty: 4146.247070
	Iteration 35Q: 3 clusters Score -546639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -546640.625000 Penalty: 4146.247070
	Iteration 36Q: 3 clusters Score -546640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -546641.875000 Penalty: 4146.247070
	Iteration 37Q: 3 clusters Score -546641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -546641.812500 Penalty: 4146.247070
	Iteration 38Q: 3 clusters Score -546641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -546641.875000 Penalty: 4146.247070
	Iteration 39Q: 3 clusters Score -546641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -546642.812500 Penalty: 4146.247070
	Iteration 40F: 3 clusters Score -546642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -546642.437500 Penalty: 4146.247070
	Iteration 41Q: 3 clusters Score -546642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -546643.812500 Penalty: 4146.247070
	Iteration 42Q: 3 clusters Score -546643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -546643.812500 Penalty: 4146.247070
	Iteration 43F: 3 clusters Score -546643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -19139.824219 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -19139.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18051.865234 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -18051.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18222.996094 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -18223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18390.433594 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -18390.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18454.458984 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -18454.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18509.234375 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -18509.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18573.710938 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -18573.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18617.742188 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -18617.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18617.742188 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -18617.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Entering Unmasked Estep 
Score: -6620542.000000 Penalty: 2685.492432
	Iteration 0F: 2 clusters Score -6620542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6586806.000000 Penalty: 5370.984863
	Iteration 0F: 3 clusters Score -6586806 nChanged 23106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6599307.500000 Penalty: 5370.984863
	Iteration 1F: 3 clusters Score -6599308 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6599737.500000 Penalty: 5370.984863
	Iteration 2Q: 3 clusters Score -6599738 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -6600080.000000 Penalty: 5370.984863
	Iteration 3Q: 3 clusters Score -6600080 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -6600457.500000 Penalty: 5370.984863
	Iteration 4Q: 3 clusters Score -6600458 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -6600937.500000 Penalty: 5370.984863
	Iteration 5Q: 3 clusters Score -6600938 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6601656.500000 Penalty: 5370.984863
	Iteration 6Q: 3 clusters Score -6601656 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -6602750.000000 Penalty: 5370.984863
	Iteration 7Q: 3 clusters Score -6602750 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6604708.000000 Penalty: 5370.984863
	Iteration 8F: 3 clusters Score -6604708 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -6607583.500000 Penalty: 5370.984863
	Iteration 9F: 3 clusters Score -6607584 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -6611290.000000 Penalty: 5370.984863
	Iteration 10F: 3 clusters Score -6611290 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6614503.500000 Penalty: 5370.984863
	Iteration 11F: 3 clusters Score -6614504 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6616569.500000 Penalty: 5370.984863
	Iteration 12Q: 3 clusters Score -6616570 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -6617491.500000 Penalty: 5370.984863
	Iteration 13Q: 3 clusters Score -6617492 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -6617838.500000 Penalty: 5370.984863
	Iteration 14Q: 3 clusters Score -6617838 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -6617989.000000 Penalty: 5370.984863
	Iteration 15Q: 3 clusters Score -6617989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6618073.500000 Penalty: 5370.984863
	Iteration 16Q: 3 clusters Score -6618074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -6618131.500000 Penalty: 5370.984863
	Iteration 17Q: 3 clusters Score -6618132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -6618167.000000 Penalty: 5370.984863
	Iteration 18Q: 3 clusters Score -6618167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -6618198.500000 Penalty: 5370.984863
	Iteration 19Q: 3 clusters Score -6618198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6618213.000000 Penalty: 5370.984863
	Iteration 20F: 3 clusters Score -6618213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -6618230.500000 Penalty: 5370.984863
	Iteration 21Q: 3 clusters Score -6618230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6618227.000000 Penalty: 5370.984863
	Iteration 22Q: 3 clusters Score -6618227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -6618242.500000 Penalty: 5370.984863
	Iteration 23Q: 3 clusters Score -6618242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6618246.000000 Penalty: 5370.984863
	Iteration 24Q: 3 clusters Score -6618246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6618253.500000 Penalty: 5370.984863
	Iteration 25Q: 3 clusters Score -6618254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -6618259.000000 Penalty: 5370.984863
	Iteration 26Q: 3 clusters Score -6618259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6618271.000000 Penalty: 5370.984863
	Iteration 27Q: 3 clusters Score -6618271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6618273.500000 Penalty: 5370.984863
	Iteration 28Q: 3 clusters Score -6618274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -6618281.000000 Penalty: 5370.984863
	Iteration 29Q: 3 clusters Score -6618281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -6618285.500000 Penalty: 5370.984863
	Iteration 30Q: 3 clusters Score -6618286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -6618292.500000 Penalty: 5370.984863
	Iteration 31Q: 3 clusters Score -6618292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6618296.500000 Penalty: 5370.984863
	Iteration 32Q: 3 clusters Score -6618296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -6618299.000000 Penalty: 5370.984863
	Iteration 33Q: 3 clusters Score -6618299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6618301.000000 Penalty: 5370.984863
	Iteration 34Q: 3 clusters Score -6618301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6618300.000000 Penalty: 5370.984863
	Iteration 35Q: 3 clusters Score -6618300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6618300.000000 Penalty: 5370.984863
	Iteration 36F: 3 clusters Score -6618300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -382822.843750 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -382822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -379635.968750 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -379636 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -380312.156250 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -380312.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -380474.906250 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -380474.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -380571.687500 Penalty: 3945.020020
	Iteration 3Q: 3 clusters Score -380571.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -380637.468750 Penalty: 3945.020020
	Iteration 4Q: 3 clusters Score -380637.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -380691.156250 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -380691.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -380725.937500 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -380725.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -380756.250000 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -380756.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -380773.781250 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -380773.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380782.125000 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -380782.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -380789.500000 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -380789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -380799.843750 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -380799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -380806.875000 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -380806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -380810.843750 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -380810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -380814.500000 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -380814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380818.375000 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -380818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380820.250000 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -380820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380822.906250 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -380822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380827.218750 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -380827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -380829.093750 Penalty: 3945.020020
	Iteration 19Q: 3 clusters Score -380829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380831.968750 Penalty: 3945.020020
	Iteration 20F: 3 clusters Score -380832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380832.625000 Penalty: 3945.020020
	Iteration 21Q: 3 clusters Score -380832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -380833.687500 Penalty: 3945.020020
	Iteration 22Q: 3 clusters Score -380833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380834.625000 Penalty: 3945.020020
	Iteration 23Q: 3 clusters Score -380834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380835.187500 Penalty: 3945.020020
	Iteration 24Q: 3 clusters Score -380835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380835.562500 Penalty: 3945.020020
	Iteration 25Q: 3 clusters Score -380835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -380835.562500 Penalty: 3945.020020
	Iteration 26Q: 3 clusters Score -380835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -380835.562500 Penalty: 3945.020020
	Iteration 27F: 3 clusters Score -380835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45173.683594 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45173.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45442.218750 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45442.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45587.160156 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -45587.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45690.664062 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -45690.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45820.996094 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45958.089844 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -45958.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45978.449219 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -45978.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45994.476562 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -45994.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45994.476562 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -45994.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (133020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Entering Unmasked Estep 
Score: -17883798.000000 Penalty: 2925.967285
	Iteration 0F: 2 clusters Score -1.78838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -17804088.000000 Penalty: 5851.934570
	Iteration 0F: 3 clusters Score -1.780409e+07 nChanged 63236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -17840420.000000 Penalty: 5851.934570
	Iteration 1F: 3 clusters Score -1.784042e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -17841480.000000 Penalty: 5851.934570
	Iteration 2Q: 3 clusters Score -1.784148e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -17843218.000000 Penalty: 5851.934570
	Iteration 3Q: 3 clusters Score -1.784322e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -17846136.000000 Penalty: 5851.934570
	Iteration 4Q: 3 clusters Score -1.784614e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -17851536.000000 Penalty: 5851.934570
	Iteration 5F: 3 clusters Score -1.785154e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -17860074.000000 Penalty: 5851.934570
	Iteration 6F: 3 clusters Score -1.786007e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -17870918.000000 Penalty: 5851.934570
	Iteration 7F: 3 clusters Score -1.787092e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -17879588.000000 Penalty: 5851.934570
	Iteration 8F: 3 clusters Score -1.787959e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -17880924.000000 Penalty: 5851.934570
	Iteration 9Q: 3 clusters Score -1.788092e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -17880908.000000 Penalty: 5851.934570
	Iteration 10Q: 3 clusters Score -1.788091e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -17880838.000000 Penalty: 5851.934570
	Iteration 11Q: 3 clusters Score -1.788084e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -17880634.000000 Penalty: 5851.934570
	Iteration 12Q: 3 clusters Score -1.788063e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -17880426.000000 Penalty: 5851.934570
	Iteration 13Q: 3 clusters Score -1.788043e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -17880546.000000 Penalty: 5851.934570
	Iteration 14Q: 3 clusters Score -1.788055e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -17880836.000000 Penalty: 5851.934570
	Iteration 15Q: 3 clusters Score -1.788084e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -17881072.000000 Penalty: 5851.934570
	Iteration 16Q: 3 clusters Score -1.788107e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -17881554.000000 Penalty: 5851.934570
	Iteration 17Q: 3 clusters Score -1.788155e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -17882058.000000 Penalty: 5851.934570
	Iteration 18Q: 3 clusters Score -1.788206e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -17882808.000000 Penalty: 5851.934570
	Iteration 19Q: 3 clusters Score -1.788281e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -17883316.000000 Penalty: 5851.934570
	Iteration 20F: 3 clusters Score -1.788332e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -17884020.000000 Penalty: 5851.934570
	Iteration 21Q: 3 clusters Score -1.788402e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -17884690.000000 Penalty: 5851.934570
	Iteration 22Q: 3 clusters Score -1.788469e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -17885028.000000 Penalty: 5851.934570
	Iteration 23Q: 3 clusters Score -1.788503e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -17885344.000000 Penalty: 5851.934570
	Iteration 24Q: 3 clusters Score -1.788534e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -17885624.000000 Penalty: 5851.934570
	Iteration 25Q: 3 clusters Score -1.788562e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -17885756.000000 Penalty: 5851.934570
	Iteration 26Q: 3 clusters Score -1.788576e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -17885704.000000 Penalty: 5851.934570
	Iteration 27Q: 3 clusters Score -1.78857e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -17885634.000000 Penalty: 5851.934570
	Iteration 28Q: 3 clusters Score -1.788563e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -17885688.000000 Penalty: 5851.934570
	Iteration 29Q: 3 clusters Score -1.788569e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -17885686.000000 Penalty: 5851.934570
	Iteration 30Q: 3 clusters Score -1.788569e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -17885666.000000 Penalty: 5851.934570
	Iteration 31Q: 3 clusters Score -1.788567e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -17885530.000000 Penalty: 5851.934570
	Iteration 32Q: 3 clusters Score -1.788553e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -17885546.000000 Penalty: 5851.934570
	Iteration 33Q: 3 clusters Score -1.788555e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -17885506.000000 Penalty: 5851.934570
	Iteration 34Q: 3 clusters Score -1.788551e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -17885518.000000 Penalty: 5851.934570
	Iteration 35Q: 3 clusters Score -1.788552e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -17885558.000000 Penalty: 5851.934570
	Iteration 36Q: 3 clusters Score -1.788556e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -17885750.000000 Penalty: 5851.934570
	Iteration 37Q: 3 clusters Score -1.788575e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -17885880.000000 Penalty: 5851.934570
	Iteration 38Q: 3 clusters Score -1.788588e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -17885978.000000 Penalty: 5851.934570
	Iteration 39Q: 3 clusters Score -1.788598e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -17886078.000000 Penalty: 5851.934570
	Iteration 40F: 3 clusters Score -1.788608e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -17886072.000000 Penalty: 5851.934570
	Iteration 41Q: 3 clusters Score -1.788607e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -17886140.000000 Penalty: 5851.934570
	Iteration 42Q: 3 clusters Score -1.788614e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -17886130.000000 Penalty: 5851.934570
	Iteration 43Q: 3 clusters Score -1.788613e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -17886152.000000 Penalty: 5851.934570
	Iteration 44Q: 3 clusters Score -1.788615e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -17886118.000000 Penalty: 5851.934570
	Iteration 45Q: 3 clusters Score -1.788612e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -17886138.000000 Penalty: 5851.934570
	Iteration 46Q: 3 clusters Score -1.788614e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -17886156.000000 Penalty: 5851.934570
	Iteration 47Q: 3 clusters Score -1.788616e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -17886122.000000 Penalty: 5851.934570
	Iteration 48Q: 3 clusters Score -1.788612e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -17886114.000000 Penalty: 5851.934570
	Iteration 49Q: 3 clusters Score -1.788611e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 105643 members 
Entering Unmasked Estep 
Score: -17886112.000000 Penalty: 5851.934570
	Iteration 50Q: 3 clusters Score -1.788611e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -17886088.000000 Penalty: 5851.934570
	Iteration 51Q: 3 clusters Score -1.788609e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -17886114.000000 Penalty: 5851.934570
	Iteration 52Q: 3 clusters Score -1.788611e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -17886128.000000 Penalty: 5851.934570
	Iteration 53Q: 3 clusters Score -1.788613e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -17886088.000000 Penalty: 5851.934570
	Iteration 54Q: 3 clusters Score -1.788609e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -17886090.000000 Penalty: 5851.934570
	Iteration 55Q: 3 clusters Score -1.788609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -17886096.000000 Penalty: 5851.934570
	Iteration 56Q: 3 clusters Score -1.78861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -17886086.000000 Penalty: 5851.934570
	Iteration 57Q: 3 clusters Score -1.788609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -17886090.000000 Penalty: 5851.934570
	Iteration 58Q: 3 clusters Score -1.788609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -17886108.000000 Penalty: 5851.934570
	Iteration 59Q: 3 clusters Score -1.788611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -17886106.000000 Penalty: 5851.934570
	Iteration 60F: 3 clusters Score -1.788611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -17886116.000000 Penalty: 5851.934570
	Iteration 61Q: 3 clusters Score -1.788612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -17886110.000000 Penalty: 5851.934570
	Iteration 62Q: 3 clusters Score -1.788611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -17886096.000000 Penalty: 5851.934570
	Iteration 63Q: 3 clusters Score -1.78861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -17886102.000000 Penalty: 5851.934570
	Iteration 64Q: 3 clusters Score -1.78861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -17886102.000000 Penalty: 5851.934570
	Iteration 65Q: 3 clusters Score -1.78861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 106425 members 
Entering Unmasked Estep 
Score: -17886096.000000 Penalty: 5851.934570
	Iteration 66Q: 3 clusters Score -1.78861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -17886080.000000 Penalty: 5851.934570
	Iteration 67Q: 3 clusters Score -1.788608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -17886088.000000 Penalty: 5851.934570
	Iteration 68Q: 3 clusters Score -1.788609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -17886086.000000 Penalty: 5851.934570
	Iteration 69Q: 3 clusters Score -1.788609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -17886086.000000 Penalty: 5851.934570
	Iteration 70Q: 3 clusters Score -1.788609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -17886076.000000 Penalty: 5851.934570
	Iteration 71Q: 3 clusters Score -1.788608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -17886082.000000 Penalty: 5851.934570
	Iteration 72Q: 3 clusters Score -1.788608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -17886072.000000 Penalty: 5851.934570
	Iteration 73Q: 3 clusters Score -1.788607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -17886076.000000 Penalty: 5851.934570
	Iteration 74Q: 3 clusters Score -1.788608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -17886076.000000 Penalty: 5851.934570
	Iteration 75F: 3 clusters Score -1.788608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 104347 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 24279 members 
Mstep: Class 11 contains 20935 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28995 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50443 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 26571 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17161 members 
Mstep: Class 27 contains 106449 members 
Entering Unmasked Estep 
Score: -62773740.000000 Penalty: 87540.500000
Splitting cluster 23 changes total score from -62767256.000000 to -62773740.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -27852.738281 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -27852.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26618.734375 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -26618.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26711.136719 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -26711.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26749.000000 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -26749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26765.046875 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -26765.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26785.277344 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -26785.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26824.820312 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -26824.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26842.894531 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -26842.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26865.964844 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -26865.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26874.326172 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -26874.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26878.800781 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -26878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26883.414062 Penalty: 2732.656738
	Iteration 10Q: 3 clusters Score -26883.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26889.964844 Penalty: 2732.656738
	Iteration 11Q: 3 clusters Score -26889.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26889.964844 Penalty: 2732.656738
	Iteration 12F: 3 clusters Score -26889.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -36902.605469 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -36902.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35559.785156 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -35559.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35819.011719 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -35819.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35998.644531 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -35998.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36098.636719 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -36098.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36164.632812 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -36164.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36217.574219 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -36217.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36254.582031 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -36254.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36283.566406 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -36283.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36285.250000 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -36285.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36287.078125 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -36287.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36289.683594 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -36289.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36290.988281 Penalty: 2915.356934
	Iteration 11F: 3 clusters Score -36290.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36302.871094 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -36302.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36306.906250 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -36306.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36311.136719 Penalty: 2915.356934
	Iteration 14Q: 3 clusters Score -36311.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36316.664062 Penalty: 2915.356934
	Iteration 15Q: 3 clusters Score -36316.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36348.199219 Penalty: 2915.356934
	Iteration 16Q: 3 clusters Score -36348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36430.058594 Penalty: 2915.356934
	Iteration 17Q: 3 clusters Score -36430.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36453.628906 Penalty: 2915.356934
	Iteration 18Q: 3 clusters Score -36453.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36456.722656 Penalty: 2915.356934
	Iteration 19Q: 3 clusters Score -36456.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36464.160156 Penalty: 2915.356934
	Iteration 20F: 3 clusters Score -36464.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36476.144531 Penalty: 2915.356934
	Iteration 21Q: 3 clusters Score -36476.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36498.121094 Penalty: 2915.356934
	Iteration 22Q: 3 clusters Score -36498.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36542.656250 Penalty: 2915.356934
	Iteration 23Q: 3 clusters Score -36542.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36563.648438 Penalty: 2915.356934
	Iteration 24Q: 3 clusters Score -36563.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36603.320312 Penalty: 2915.356934
	Iteration 25Q: 3 clusters Score -36603.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36611.601562 Penalty: 2915.356934
	Iteration 26Q: 3 clusters Score -36611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36611.601562 Penalty: 2915.356934
	Iteration 27F: 3 clusters Score -36611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 104347 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 24279 members 
Mstep: Class 11 contains 20935 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28995 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50443 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 26571 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778312.000000 Penalty: 87540.500000
Iteration 439Q: 28 clusters Score -6.277831e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 6552 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 103202 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5529 members 
Mstep: Class 10 contains 24109 members 
Mstep: Class 11 contains 20900 members 
Mstep: Class 12 contains 18046 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28885 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51007 members 
Mstep: Class 21 contains 2823 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29239 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17548 members 
Mstep: Class 27 contains 104276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781012.000000 Penalty: 87540.500000
Iteration 440F: 28 clusters Score -6.278101e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 6466 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 103330 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 23800 members 
Mstep: Class 11 contains 20789 members 
Mstep: Class 12 contains 17864 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28678 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50858 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29748 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 18235 members 
Mstep: Class 27 contains 104252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782248.000000 Penalty: 87540.500000
Iteration 441Q: 28 clusters Score -6.278225e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 103598 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5531 members 
Mstep: Class 10 contains 23522 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 17695 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28547 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50861 members 
Mstep: Class 21 contains 2770 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30027 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 104522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782664.000000 Penalty: 87540.500000
Iteration 442Q: 28 clusters Score -6.278266e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 103850 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 23320 members 
Mstep: Class 11 contains 20672 members 
Mstep: Class 12 contains 17575 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28434 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50911 members 
Mstep: Class 21 contains 2763 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30207 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 18044 members 
Mstep: Class 27 contains 104796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782960.000000 Penalty: 87540.500000
Iteration 443Q: 28 clusters Score -6.278296e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 104182 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 23134 members 
Mstep: Class 11 contains 20651 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28366 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4197 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 50993 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17817 members 
Mstep: Class 27 contains 105048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783048.000000 Penalty: 87540.500000
Iteration 444Q: 28 clusters Score -6.278305e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 6346 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 104531 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 22985 members 
Mstep: Class 11 contains 20636 members 
Mstep: Class 12 contains 17392 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28294 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51028 members 
Mstep: Class 21 contains 2745 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17657 members 
Mstep: Class 27 contains 105312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783152.000000 Penalty: 87540.500000
Iteration 445Q: 28 clusters Score -6.278315e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 104981 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 22847 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 17341 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28257 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51047 members 
Mstep: Class 21 contains 2737 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30579 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17537 members 
Mstep: Class 27 contains 105547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783196.000000 Penalty: 87540.500000
Iteration 446Q: 28 clusters Score -6.27832e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 105626 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 22754 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 17301 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28176 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51058 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30684 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17450 members 
Mstep: Class 27 contains 105748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783132.000000 Penalty: 87540.500000
Iteration 447Q: 28 clusters Score -6.278313e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 106555 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 22669 members 
Mstep: Class 11 contains 20595 members 
Mstep: Class 12 contains 17250 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28112 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51070 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30804 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17448 members 
Mstep: Class 27 contains 105933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782928.000000 Penalty: 87540.500000
Iteration 448Q: 28 clusters Score -6.278293e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 107982 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 22590 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28046 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51079 members 
Mstep: Class 21 contains 2705 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30945 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 106050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782676.000000 Penalty: 87540.500000
Iteration 449Q: 28 clusters Score -6.278268e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 110104 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 20588 members 
Mstep: Class 12 contains 17141 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 27986 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51081 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31081 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 17845 members 
Mstep: Class 27 contains 106138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781816.000000 Penalty: 87540.500000
Iteration 450Q: 28 clusters Score -6.278182e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 112993 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 22551 members 
Mstep: Class 11 contains 20604 members 
Mstep: Class 12 contains 17112 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 27926 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51078 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31238 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 18328 members 
Mstep: Class 27 contains 106211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780444.000000 Penalty: 87540.500000
Iteration 451Q: 28 clusters Score -6.278044e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 116490 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 22668 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 17096 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 27907 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51118 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31350 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 106264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778164.000000 Penalty: 87540.500000
Iteration 452Q: 28 clusters Score -6.277816e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 120359 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 22838 members 
Mstep: Class 11 contains 20694 members 
Mstep: Class 12 contains 17171 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51186 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31451 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 20104 members 
Mstep: Class 27 contains 106277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774744.000000 Penalty: 87540.500000
Iteration 453Q: 28 clusters Score -6.277474e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 123589 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 23056 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 17279 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 27982 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51264 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31546 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 21310 members 
Mstep: Class 27 contains 106268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771320.000000 Penalty: 87540.500000
Iteration 454Q: 28 clusters Score -6.277132e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 125181 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 23319 members 
Mstep: Class 11 contains 20834 members 
Mstep: Class 12 contains 17429 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28120 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51341 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31581 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 22609 members 
Mstep: Class 27 contains 106202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769220.000000 Penalty: 87540.500000
Iteration 455Q: 28 clusters Score -6.276922e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 125285 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 23628 members 
Mstep: Class 11 contains 20894 members 
Mstep: Class 12 contains 17597 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28254 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51386 members 
Mstep: Class 21 contains 2710 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31583 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 24063 members 
Mstep: Class 27 contains 106139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768612.000000 Penalty: 87540.500000
Iteration 456Q: 28 clusters Score -6.276861e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 124505 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 23922 members 
Mstep: Class 11 contains 20931 members 
Mstep: Class 12 contains 17737 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28400 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51404 members 
Mstep: Class 21 contains 2756 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31584 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 25589 members 
Mstep: Class 27 contains 106091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768872.000000 Penalty: 87540.500000
Iteration 457Q: 28 clusters Score -6.276887e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 6499 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 123335 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 24235 members 
Mstep: Class 11 contains 20940 members 
Mstep: Class 12 contains 17847 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 28538 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51408 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31585 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 27078 members 
Mstep: Class 27 contains 106038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769112.000000 Penalty: 87540.500000
Iteration 458Q: 28 clusters Score -6.276911e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 122412 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 24524 members 
Mstep: Class 11 contains 20961 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28627 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51406 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31512 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 28240 members 
Mstep: Class 27 contains 105995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769708.000000 Penalty: 87540.500000
Iteration 459Q: 28 clusters Score -6.276971e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 121764 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 24750 members 
Mstep: Class 11 contains 20982 members 
Mstep: Class 12 contains 17962 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28704 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51408 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31408 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 28968 members 
Mstep: Class 27 contains 105962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772764.000000 Penalty: 87540.500000
Iteration 460F: 28 clusters Score -6.277276e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 6590 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 123484 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5510 members 
Mstep: Class 10 contains 24935 members 
Mstep: Class 11 contains 20988 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28724 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51380 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31305 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 30624 members 
Mstep: Class 27 contains 105944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772740.000000 Penalty: 87540.500000
Iteration 461Q: 28 clusters Score -6.277274e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 6596 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 124392 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 25066 members 
Mstep: Class 11 contains 21011 members 
Mstep: Class 12 contains 18042 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28755 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51381 members 
Mstep: Class 21 contains 2784 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31148 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 32188 members 
Mstep: Class 27 contains 105944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772784.000000 Penalty: 87540.500000
Iteration 462Q: 28 clusters Score -6.277278e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 124666 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 25172 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28769 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51392 members 
Mstep: Class 21 contains 2762 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 31013 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 33723 members 
Mstep: Class 27 contains 105927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773184.000000 Penalty: 87540.500000
Iteration 463Q: 28 clusters Score -6.277318e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 124567 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 25248 members 
Mstep: Class 11 contains 21039 members 
Mstep: Class 12 contains 18198 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 28794 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51408 members 
Mstep: Class 21 contains 2753 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30863 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 35160 members 
Mstep: Class 27 contains 105911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773436.000000 Penalty: 87540.500000
Iteration 464Q: 28 clusters Score -6.277344e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2984 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 25294 members 
Mstep: Class 11 contains 21043 members 
Mstep: Class 12 contains 18265 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28821 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51439 members 
Mstep: Class 21 contains 2739 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30687 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 36472 members 
Mstep: Class 27 contains 105872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773644.000000 Penalty: 87540.500000
Iteration 465Q: 28 clusters Score -6.277364e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 123792 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 25333 members 
Mstep: Class 11 contains 21047 members 
Mstep: Class 12 contains 18323 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 28852 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51447 members 
Mstep: Class 21 contains 2739 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30467 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 37710 members 
Mstep: Class 27 contains 105852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773960.000000 Penalty: 87540.500000
Iteration 466Q: 28 clusters Score -6.277396e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 6631 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 123162 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 25361 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 18366 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28858 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51460 members 
Mstep: Class 21 contains 2746 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30282 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 38910 members 
Mstep: Class 27 contains 105830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774428.000000 Penalty: 87540.500000
Iteration 467Q: 28 clusters Score -6.277443e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 122535 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 25358 members 
Mstep: Class 11 contains 21070 members 
Mstep: Class 12 contains 18407 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 28863 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51472 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 30082 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 40024 members 
Mstep: Class 27 contains 105839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3179.060791 but Gain 3242.242188
Score: -62774772.000000 Penalty: 84298.257812
Iteration 468Q: 27 clusters Score -6.277477e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2984 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 123505 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 25576 members 
Mstep: Class 11 contains 21082 members 
Mstep: Class 12 contains 18442 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28898 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51480 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29948 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 41110 members 
Mstep: Class 27 contains 105843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776340.000000 Penalty: 84298.257812
Iteration 469Q: 27 clusters Score -6.277634e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 122442 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 25595 members 
Mstep: Class 11 contains 21078 members 
Mstep: Class 12 contains 18473 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28910 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51531 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29789 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 42206 members 
Mstep: Class 27 contains 105898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776960.000000 Penalty: 84298.257812
Iteration 470Q: 27 clusters Score -6.277696e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 121478 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 25563 members 
Mstep: Class 11 contains 21063 members 
Mstep: Class 12 contains 18483 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28932 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51534 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29669 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 43260 members 
Mstep: Class 27 contains 105942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777312.000000 Penalty: 84298.257812
Iteration 471Q: 27 clusters Score -6.277731e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 6655 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 120615 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 25553 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 18486 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51550 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29526 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 44245 members 
Mstep: Class 27 contains 105985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777596.000000 Penalty: 84298.257812
Iteration 472Q: 27 clusters Score -6.27776e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 119821 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 25507 members 
Mstep: Class 11 contains 21020 members 
Mstep: Class 12 contains 18476 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28939 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51549 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29387 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 45199 members 
Mstep: Class 27 contains 106048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777984.000000 Penalty: 84298.257812
Iteration 473Q: 27 clusters Score -6.277798e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 119079 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 25448 members 
Mstep: Class 11 contains 21008 members 
Mstep: Class 12 contains 18470 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51540 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29269 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 46105 members 
Mstep: Class 27 contains 106086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778028.000000 Penalty: 84298.257812
Iteration 474Q: 27 clusters Score -6.277803e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 118452 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 25401 members 
Mstep: Class 11 contains 21004 members 
Mstep: Class 12 contains 18458 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28952 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51525 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29189 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 46848 members 
Mstep: Class 27 contains 106123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778268.000000 Penalty: 84298.257812
Iteration 475Q: 27 clusters Score -6.277827e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 117932 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 25366 members 
Mstep: Class 11 contains 20996 members 
Mstep: Class 12 contains 18447 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28960 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51507 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29119 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 47470 members 
Mstep: Class 27 contains 106158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778248.000000 Penalty: 84298.257812
Iteration 476Q: 27 clusters Score -6.277825e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 117542 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 25326 members 
Mstep: Class 11 contains 20984 members 
Mstep: Class 12 contains 18447 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28960 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51500 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 47939 members 
Mstep: Class 27 contains 106195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778248.000000 Penalty: 84298.257812
Iteration 477Q: 27 clusters Score -6.277825e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 117272 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 25293 members 
Mstep: Class 11 contains 20976 members 
Mstep: Class 12 contains 18434 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28965 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51479 members 
Mstep: Class 21 contains 2814 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 29006 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 48291 members 
Mstep: Class 27 contains 106241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778344.000000 Penalty: 84298.257812
Iteration 478Q: 27 clusters Score -6.277834e+07 nChanged 419
Entering ConstructFrom: 
Score: -62778344.000000 Penalty: 84298.257812
Entering ConstructFrom: 
Trying to split cluster 2 (2945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Entering Unmasked Estep 
Score: -369518.125000 Penalty: 1980.990234
	Iteration 0F: 2 clusters Score -369518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -366292.593750 Penalty: 3961.980469
	Iteration 0F: 3 clusters Score -366292.6 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -366911.843750 Penalty: 3961.980469
	Iteration 1F: 3 clusters Score -366911.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -367072.187500 Penalty: 3961.980469
	Iteration 2F: 3 clusters Score -367072.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -367174.187500 Penalty: 3961.980469
	Iteration 3Q: 3 clusters Score -367174.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -367250.625000 Penalty: 3961.980469
	Iteration 4Q: 3 clusters Score -367250.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -367283.750000 Penalty: 3961.980469
	Iteration 5Q: 3 clusters Score -367283.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367318.500000 Penalty: 3961.980469
	Iteration 6Q: 3 clusters Score -367318.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -367349.625000 Penalty: 3961.980469
	Iteration 7Q: 3 clusters Score -367349.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -367379.062500 Penalty: 3961.980469
	Iteration 8Q: 3 clusters Score -367379.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367402.656250 Penalty: 3961.980469
	Iteration 9Q: 3 clusters Score -367402.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367419.625000 Penalty: 3961.980469
	Iteration 10Q: 3 clusters Score -367419.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -367436.093750 Penalty: 3961.980469
	Iteration 11Q: 3 clusters Score -367436.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -367448.875000 Penalty: 3961.980469
	Iteration 12Q: 3 clusters Score -367448.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -367455.343750 Penalty: 3961.980469
	Iteration 13Q: 3 clusters Score -367455.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -367461.000000 Penalty: 3961.980469
	Iteration 14Q: 3 clusters Score -367461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -367465.750000 Penalty: 3961.980469
	Iteration 15Q: 3 clusters Score -367465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -367470.781250 Penalty: 3961.980469
	Iteration 16Q: 3 clusters Score -367470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -367476.062500 Penalty: 3961.980469
	Iteration 17Q: 3 clusters Score -367476.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -367482.781250 Penalty: 3961.980469
	Iteration 18Q: 3 clusters Score -367482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -367489.125000 Penalty: 3961.980469
	Iteration 19Q: 3 clusters Score -367489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -367495.750000 Penalty: 3961.980469
	Iteration 20F: 3 clusters Score -367495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -367500.562500 Penalty: 3961.980469
	Iteration 21Q: 3 clusters Score -367500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -367503.500000 Penalty: 3961.980469
	Iteration 22Q: 3 clusters Score -367503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -367505.718750 Penalty: 3961.980469
	Iteration 23Q: 3 clusters Score -367505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -367507.062500 Penalty: 3961.980469
	Iteration 24Q: 3 clusters Score -367507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -367508.656250 Penalty: 3961.980469
	Iteration 25Q: 3 clusters Score -367508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -367509.312500 Penalty: 3961.980469
	Iteration 26Q: 3 clusters Score -367509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -367512.062500 Penalty: 3961.980469
	Iteration 27Q: 3 clusters Score -367512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -367512.468750 Penalty: 3961.980469
	Iteration 28Q: 3 clusters Score -367512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -367512.875000 Penalty: 3961.980469
	Iteration 29Q: 3 clusters Score -367512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -367512.875000 Penalty: 3961.980469
	Iteration 30F: 3 clusters Score -367512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -67044.085938 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -67044.09 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 296 members 
Entering Unmasked Estep 
Score: -65433.847656 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -65433.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65654.367188 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -65654.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65800.273438 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -65800.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65947.476562 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -65947.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66171.265625 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -66171.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66373.937500 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -66373.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66664.867188 Penalty: 3166.219238
	Iteration 6F: 3 clusters Score -66664.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66865.000000 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -66865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66925.625000 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -66925.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66964.507812 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -66964.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67055.484375 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -67055.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67086.734375 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -67086.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67094.242188 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -67094.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67100.656250 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -67100.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67103.390625 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -67103.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67105.695312 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -67105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67105.695312 Penalty: 3166.219238
	Iteration 16F: 3 clusters Score -67105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 117079 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 25266 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 18423 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28972 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51480 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28943 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 48539 members 
Mstep: Class 27 contains 106286 members 
Entering Unmasked Estep 
Score: -62776660.000000 Penalty: 87540.500000
Splitting cluster 3 changes total score from -62778344.000000 to -62776660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -196102.812500 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -196102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -193871.656250 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -193871.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -194230.859375 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -194230.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194335.562500 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -194335.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -194378.625000 Penalty: 3625.701416
	Iteration 3Q: 3 clusters Score -194378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -194407.593750 Penalty: 3625.701416
	Iteration 4Q: 3 clusters Score -194407.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194434.265625 Penalty: 3625.701416
	Iteration 5Q: 3 clusters Score -194434.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194442.750000 Penalty: 3625.701416
	Iteration 6Q: 3 clusters Score -194442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -194453.078125 Penalty: 3625.701416
	Iteration 7Q: 3 clusters Score -194453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -194463.656250 Penalty: 3625.701416
	Iteration 8Q: 3 clusters Score -194463.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -194474.984375 Penalty: 3625.701416
	Iteration 9Q: 3 clusters Score -194475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -194485.859375 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -194485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -194490.296875 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -194490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -194492.734375 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -194492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -194496.312500 Penalty: 3625.701416
	Iteration 13Q: 3 clusters Score -194496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -194502.453125 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -194502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194504.656250 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -194504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -194505.843750 Penalty: 3625.701416
	Iteration 16Q: 3 clusters Score -194505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -194505.843750 Penalty: 3625.701416
	Iteration 17F: 3 clusters Score -194505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -896136.125000 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -896136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -890542.812500 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -890542.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -892008.812500 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -892008.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -892305.312500 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -892305.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -892567.437500 Penalty: 4364.482910
	Iteration 3F: 3 clusters Score -892567.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -892882.625000 Penalty: 4364.482910
	Iteration 4F: 3 clusters Score -892882.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -893252.375000 Penalty: 4364.482910
	Iteration 5F: 3 clusters Score -893252.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -893645.000000 Penalty: 4364.482910
	Iteration 6F: 3 clusters Score -893645 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -893978.437500 Penalty: 4364.482910
	Iteration 7F: 3 clusters Score -893978.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -894232.437500 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -894232.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -894435.562500 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -894435.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -894606.937500 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -894606.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -894751.562500 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -894751.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -894841.500000 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -894841.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -894907.187500 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -894907.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -894943.000000 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -894943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -894960.750000 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -894960.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -894978.375000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -894978.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -894991.125000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -894991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -894999.125000 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -894999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -895004.437500 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -895004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -895009.062500 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -895009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -895009.875000 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -895009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -895010.687500 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -895010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -895014.312500 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -895014.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -895014.875000 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -895014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -895014.875000 Penalty: 4364.482910
	Iteration 25F: 3 clusters Score -895014.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -406592.156250 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -406592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -403346.093750 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -403346.1 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -404047.625000 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -404047.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -404272.031250 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -404272 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -404429.843750 Penalty: 3982.760254
	Iteration 3F: 3 clusters Score -404429.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -404548.062500 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -404548.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -404636.218750 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -404636.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -404714.906250 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -404714.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -404790.812500 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -404790.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -404899.812500 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -404899.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -405005.250000 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -405005.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -405107.312500 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -405107.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -405246.531250 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -405246.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -405370.156250 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -405370.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -405496.156250 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -405496.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -405586.062500 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -405586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -405634.781250 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -405634.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -405662.031250 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -405662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -405676.937500 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -405676.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -405692.343750 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -405692.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -405706.156250 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -405706.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -405735.187500 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -405735.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -405780.093750 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -405780.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -405867.968750 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -405868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -406012.281250 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -406012.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -406232.062500 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -406232.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -406344.562500 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -406344.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -406379.531250 Penalty: 3982.760254
	Iteration 26Q: 3 clusters Score -406379.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -406406.125000 Penalty: 3982.760254
	Iteration 27Q: 3 clusters Score -406406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -406420.343750 Penalty: 3982.760254
	Iteration 28Q: 3 clusters Score -406420.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -406430.687500 Penalty: 3982.760254
	Iteration 29Q: 3 clusters Score -406430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -406439.281250 Penalty: 3982.760254
	Iteration 30Q: 3 clusters Score -406439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -406442.000000 Penalty: 3982.760254
	Iteration 31Q: 3 clusters Score -406442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -406442.406250 Penalty: 3982.760254
	Iteration 32Q: 3 clusters Score -406442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -406443.062500 Penalty: 3982.760254
	Iteration 33Q: 3 clusters Score -406443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -406443.062500 Penalty: 3982.760254
	Iteration 34F: 3 clusters Score -406443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (117079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Entering Unmasked Estep 
Score: -15672121.000000 Penalty: 2894.309814
	Iteration 0F: 2 clusters Score -1.567212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -15599068.000000 Penalty: 5788.619629
	Iteration 0F: 3 clusters Score -1.559907e+07 nChanged 55646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -15630773.000000 Penalty: 5788.619629
	Iteration 1F: 3 clusters Score -1.563077e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -15631604.000000 Penalty: 5788.619629
	Iteration 2Q: 3 clusters Score -1.56316e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -15632434.000000 Penalty: 5788.619629
	Iteration 3Q: 3 clusters Score -1.563243e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -15633323.000000 Penalty: 5788.619629
	Iteration 4Q: 3 clusters Score -1.563332e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -15634730.000000 Penalty: 5788.619629
	Iteration 5Q: 3 clusters Score -1.563473e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -15636892.000000 Penalty: 5788.619629
	Iteration 6Q: 3 clusters Score -1.563689e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -15640187.000000 Penalty: 5788.619629
	Iteration 7Q: 3 clusters Score -1.564019e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -15645098.000000 Penalty: 5788.619629
	Iteration 8F: 3 clusters Score -1.56451e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -15651437.000000 Penalty: 5788.619629
	Iteration 9F: 3 clusters Score -1.565144e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -15657314.000000 Penalty: 5788.619629
	Iteration 10F: 3 clusters Score -1.565731e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -15661140.000000 Penalty: 5788.619629
	Iteration 11F: 3 clusters Score -1.566114e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -15663140.000000 Penalty: 5788.619629
	Iteration 12Q: 3 clusters Score -1.566314e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -15664405.000000 Penalty: 5788.619629
	Iteration 13Q: 3 clusters Score -1.56644e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -15665537.000000 Penalty: 5788.619629
	Iteration 14Q: 3 clusters Score -1.566554e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -15666646.000000 Penalty: 5788.619629
	Iteration 15Q: 3 clusters Score -1.566665e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -15667681.000000 Penalty: 5788.619629
	Iteration 16Q: 3 clusters Score -1.566768e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -15668945.000000 Penalty: 5788.619629
	Iteration 17Q: 3 clusters Score -1.566894e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -15670026.000000 Penalty: 5788.619629
	Iteration 18Q: 3 clusters Score -1.567003e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -15670814.000000 Penalty: 5788.619629
	Iteration 19Q: 3 clusters Score -1.567081e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -15671278.000000 Penalty: 5788.619629
	Iteration 20F: 3 clusters Score -1.567128e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -15671572.000000 Penalty: 5788.619629
	Iteration 21Q: 3 clusters Score -1.567157e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -15671727.000000 Penalty: 5788.619629
	Iteration 22Q: 3 clusters Score -1.567173e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -15671828.000000 Penalty: 5788.619629
	Iteration 23Q: 3 clusters Score -1.567183e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -15671817.000000 Penalty: 5788.619629
	Iteration 24Q: 3 clusters Score -1.567182e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -15671767.000000 Penalty: 5788.619629
	Iteration 25Q: 3 clusters Score -1.567177e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -15671795.000000 Penalty: 5788.619629
	Iteration 26Q: 3 clusters Score -1.56718e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -15671778.000000 Penalty: 5788.619629
	Iteration 27Q: 3 clusters Score -1.567178e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -15671733.000000 Penalty: 5788.619629
	Iteration 28Q: 3 clusters Score -1.567173e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -15671680.000000 Penalty: 5788.619629
	Iteration 29Q: 3 clusters Score -1.567168e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -15671616.000000 Penalty: 5788.619629
	Iteration 30Q: 3 clusters Score -1.567162e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -15671652.000000 Penalty: 5788.619629
	Iteration 31Q: 3 clusters Score -1.567165e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -15671724.000000 Penalty: 5788.619629
	Iteration 32Q: 3 clusters Score -1.567172e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -15671777.000000 Penalty: 5788.619629
	Iteration 33Q: 3 clusters Score -1.567178e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -15671809.000000 Penalty: 5788.619629
	Iteration 34Q: 3 clusters Score -1.567181e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -15671858.000000 Penalty: 5788.619629
	Iteration 35Q: 3 clusters Score -1.567186e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -15671843.000000 Penalty: 5788.619629
	Iteration 36Q: 3 clusters Score -1.567184e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -15671898.000000 Penalty: 5788.619629
	Iteration 37Q: 3 clusters Score -1.56719e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -15671902.000000 Penalty: 5788.619629
	Iteration 38Q: 3 clusters Score -1.56719e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -15671907.000000 Penalty: 5788.619629
	Iteration 39Q: 3 clusters Score -1.567191e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -15671889.000000 Penalty: 5788.619629
	Iteration 40F: 3 clusters Score -1.567189e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -15671912.000000 Penalty: 5788.619629
	Iteration 41Q: 3 clusters Score -1.567191e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -15671889.000000 Penalty: 5788.619629
	Iteration 42Q: 3 clusters Score -1.567189e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -15671877.000000 Penalty: 5788.619629
	Iteration 43Q: 3 clusters Score -1.567188e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -15671877.000000 Penalty: 5788.619629
	Iteration 44Q: 3 clusters Score -1.567188e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -15671883.000000 Penalty: 5788.619629
	Iteration 45Q: 3 clusters Score -1.567188e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -15671887.000000 Penalty: 5788.619629
	Iteration 46Q: 3 clusters Score -1.567189e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -15671882.000000 Penalty: 5788.619629
	Iteration 47Q: 3 clusters Score -1.567188e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -15671872.000000 Penalty: 5788.619629
	Iteration 48Q: 3 clusters Score -1.567187e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -15671895.000000 Penalty: 5788.619629
	Iteration 49Q: 3 clusters Score -1.56719e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -15671900.000000 Penalty: 5788.619629
	Iteration 50Q: 3 clusters Score -1.56719e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -15671889.000000 Penalty: 5788.619629
	Iteration 51Q: 3 clusters Score -1.567189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -15671909.000000 Penalty: 5788.619629
	Iteration 52Q: 3 clusters Score -1.567191e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -15671895.000000 Penalty: 5788.619629
	Iteration 53Q: 3 clusters Score -1.56719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -15671905.000000 Penalty: 5788.619629
	Iteration 54Q: 3 clusters Score -1.56719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -15671898.000000 Penalty: 5788.619629
	Iteration 55Q: 3 clusters Score -1.56719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -15671888.000000 Penalty: 5788.619629
	Iteration 56Q: 3 clusters Score -1.567189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -15671908.000000 Penalty: 5788.619629
	Iteration 57Q: 3 clusters Score -1.567191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -15671915.000000 Penalty: 5788.619629
	Iteration 58Q: 3 clusters Score -1.567192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -15671892.000000 Penalty: 5788.619629
	Iteration 59Q: 3 clusters Score -1.567189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -15671892.000000 Penalty: 5788.619629
	Iteration 60F: 3 clusters Score -1.567189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -15671880.000000 Penalty: 5788.619629
	Iteration 61Q: 3 clusters Score -1.567188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -15671894.000000 Penalty: 5788.619629
	Iteration 62Q: 3 clusters Score -1.567189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -15671897.000000 Penalty: 5788.619629
	Iteration 63Q: 3 clusters Score -1.56719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -15671886.000000 Penalty: 5788.619629
	Iteration 64Q: 3 clusters Score -1.567189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -15671899.000000 Penalty: 5788.619629
	Iteration 65Q: 3 clusters Score -1.56719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -15671900.000000 Penalty: 5788.619629
	Iteration 66Q: 3 clusters Score -1.56719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -15671908.000000 Penalty: 5788.619629
	Iteration 67Q: 3 clusters Score -1.567191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -15671900.000000 Penalty: 5788.619629
	Iteration 68Q: 3 clusters Score -1.56719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -15671898.000000 Penalty: 5788.619629
	Iteration 69Q: 3 clusters Score -1.56719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -15671901.000000 Penalty: 5788.619629
	Iteration 70Q: 3 clusters Score -1.56719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -15671900.000000 Penalty: 5788.619629
	Iteration 71Q: 3 clusters Score -1.56719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -15671907.000000 Penalty: 5788.619629
	Iteration 72Q: 3 clusters Score -1.567191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -15671903.000000 Penalty: 5788.619629
	Iteration 73Q: 3 clusters Score -1.56719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -15671904.000000 Penalty: 5788.619629
	Iteration 74Q: 3 clusters Score -1.56719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -15671896.000000 Penalty: 5788.619629
	Iteration 75Q: 3 clusters Score -1.56719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -15671896.000000 Penalty: 5788.619629
	Iteration 76F: 3 clusters Score -1.56719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13917.439453 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13917.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12991.769531 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -12991.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13010.186523 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13010.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13010.186523 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -13010.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -712403.500000 Penalty: 2135.675293
	Iteration 0F: 2 clusters Score -712403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -707571.875000 Penalty: 4271.350586
	Iteration 0F: 3 clusters Score -707571.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -708697.187500 Penalty: 4271.350586
	Iteration 1F: 3 clusters Score -708697.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -708921.750000 Penalty: 4271.350586
	Iteration 2F: 3 clusters Score -708921.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -709082.062500 Penalty: 4271.350586
	Iteration 3F: 3 clusters Score -709082.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -709239.687500 Penalty: 4271.350586
	Iteration 4Q: 3 clusters Score -709239.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -709402.000000 Penalty: 4271.350586
	Iteration 5Q: 3 clusters Score -709402 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -709568.562500 Penalty: 4271.350586
	Iteration 6Q: 3 clusters Score -709568.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -709773.500000 Penalty: 4271.350586
	Iteration 7Q: 3 clusters Score -709773.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -710047.062500 Penalty: 4271.350586
	Iteration 8Q: 3 clusters Score -710047.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -710363.687500 Penalty: 4271.350586
	Iteration 9F: 3 clusters Score -710363.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -710667.875000 Penalty: 4271.350586
	Iteration 10F: 3 clusters Score -710667.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -710903.187500 Penalty: 4271.350586
	Iteration 11Q: 3 clusters Score -710903.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -711089.687500 Penalty: 4271.350586
	Iteration 12Q: 3 clusters Score -711089.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -711227.437500 Penalty: 4271.350586
	Iteration 13Q: 3 clusters Score -711227.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -711365.000000 Penalty: 4271.350586
	Iteration 14Q: 3 clusters Score -711365 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -711472.750000 Penalty: 4271.350586
	Iteration 15Q: 3 clusters Score -711472.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -711548.562500 Penalty: 4271.350586
	Iteration 16Q: 3 clusters Score -711548.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -711608.000000 Penalty: 4271.350586
	Iteration 17Q: 3 clusters Score -711608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -711648.875000 Penalty: 4271.350586
	Iteration 18Q: 3 clusters Score -711648.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -711682.062500 Penalty: 4271.350586
	Iteration 19Q: 3 clusters Score -711682.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -711714.250000 Penalty: 4271.350586
	Iteration 20F: 3 clusters Score -711714.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -711746.687500 Penalty: 4271.350586
	Iteration 21Q: 3 clusters Score -711746.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -711778.312500 Penalty: 4271.350586
	Iteration 22Q: 3 clusters Score -711778.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -711803.687500 Penalty: 4271.350586
	Iteration 23Q: 3 clusters Score -711803.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -711825.812500 Penalty: 4271.350586
	Iteration 24Q: 3 clusters Score -711825.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -711841.375000 Penalty: 4271.350586
	Iteration 25Q: 3 clusters Score -711841.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -711858.937500 Penalty: 4271.350586
	Iteration 26Q: 3 clusters Score -711858.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -711867.000000 Penalty: 4271.350586
	Iteration 27Q: 3 clusters Score -711867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -711878.000000 Penalty: 4271.350586
	Iteration 28Q: 3 clusters Score -711878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -711886.812500 Penalty: 4271.350586
	Iteration 29Q: 3 clusters Score -711886.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -711893.937500 Penalty: 4271.350586
	Iteration 30Q: 3 clusters Score -711893.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -711900.937500 Penalty: 4271.350586
	Iteration 31Q: 3 clusters Score -711900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -711906.062500 Penalty: 4271.350586
	Iteration 32Q: 3 clusters Score -711906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -711912.312500 Penalty: 4271.350586
	Iteration 33Q: 3 clusters Score -711912.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -711914.812500 Penalty: 4271.350586
	Iteration 34Q: 3 clusters Score -711914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -711918.812500 Penalty: 4271.350586
	Iteration 35Q: 3 clusters Score -711918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -711919.750000 Penalty: 4271.350586
	Iteration 36Q: 3 clusters Score -711919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -711921.812500 Penalty: 4271.350586
	Iteration 37Q: 3 clusters Score -711921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -711921.375000 Penalty: 4271.350586
	Iteration 38Q: 3 clusters Score -711921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -711924.062500 Penalty: 4271.350586
	Iteration 39Q: 3 clusters Score -711924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -711925.000000 Penalty: 4271.350586
	Iteration 40F: 3 clusters Score -711925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -711927.000000 Penalty: 4271.350586
	Iteration 41Q: 3 clusters Score -711927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -711927.437500 Penalty: 4271.350586
	Iteration 42Q: 3 clusters Score -711927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -711927.437500 Penalty: 4271.350586
	Iteration 43Q: 3 clusters Score -711927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -711927.937500 Penalty: 4271.350586
	Iteration 44Q: 3 clusters Score -711927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -711927.937500 Penalty: 4271.350586
	Iteration 45F: 3 clusters Score -711927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Entering Unmasked Estep 
Score: -3404950.250000 Penalty: 2514.029297
	Iteration 0F: 2 clusters Score -3404950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3387247.250000 Penalty: 5028.058594
	Iteration 0F: 3 clusters Score -3387247 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3393448.000000 Penalty: 5028.058594
	Iteration 1F: 3 clusters Score -3393448 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3393917.000000 Penalty: 5028.058594
	Iteration 2F: 3 clusters Score -3393917 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3394292.000000 Penalty: 5028.058594
	Iteration 3Q: 3 clusters Score -3394292 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3394723.000000 Penalty: 5028.058594
	Iteration 4Q: 3 clusters Score -3394723 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3395246.000000 Penalty: 5028.058594
	Iteration 5Q: 3 clusters Score -3395246 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3395928.750000 Penalty: 5028.058594
	Iteration 6Q: 3 clusters Score -3395929 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3396848.750000 Penalty: 5028.058594
	Iteration 7F: 3 clusters Score -3396849 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3397938.000000 Penalty: 5028.058594
	Iteration 8F: 3 clusters Score -3397938 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3399097.500000 Penalty: 5028.058594
	Iteration 9F: 3 clusters Score -3399098 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3400258.500000 Penalty: 5028.058594
	Iteration 10F: 3 clusters Score -3400258 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3401135.750000 Penalty: 5028.058594
	Iteration 11Q: 3 clusters Score -3401136 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3401748.750000 Penalty: 5028.058594
	Iteration 12Q: 3 clusters Score -3401749 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3402152.500000 Penalty: 5028.058594
	Iteration 13Q: 3 clusters Score -3402152 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3402424.000000 Penalty: 5028.058594
	Iteration 14Q: 3 clusters Score -3402424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3402560.750000 Penalty: 5028.058594
	Iteration 15Q: 3 clusters Score -3402561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3402635.000000 Penalty: 5028.058594
	Iteration 16Q: 3 clusters Score -3402635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3402676.250000 Penalty: 5028.058594
	Iteration 17Q: 3 clusters Score -3402676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3402701.250000 Penalty: 5028.058594
	Iteration 18Q: 3 clusters Score -3402701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3402721.500000 Penalty: 5028.058594
	Iteration 19Q: 3 clusters Score -3402722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3402732.750000 Penalty: 5028.058594
	Iteration 20F: 3 clusters Score -3402733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3402746.500000 Penalty: 5028.058594
	Iteration 21Q: 3 clusters Score -3402746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3402758.000000 Penalty: 5028.058594
	Iteration 22Q: 3 clusters Score -3402758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3402768.000000 Penalty: 5028.058594
	Iteration 23Q: 3 clusters Score -3402768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3402777.500000 Penalty: 5028.058594
	Iteration 24Q: 3 clusters Score -3402778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3402783.000000 Penalty: 5028.058594
	Iteration 25Q: 3 clusters Score -3402783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3402779.250000 Penalty: 5028.058594
	Iteration 26Q: 3 clusters Score -3402779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3402780.500000 Penalty: 5028.058594
	Iteration 27Q: 3 clusters Score -3402780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3402783.500000 Penalty: 5028.058594
	Iteration 28Q: 3 clusters Score -3402784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3402785.750000 Penalty: 5028.058594
	Iteration 29Q: 3 clusters Score -3402786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3402785.750000 Penalty: 5028.058594
	Iteration 30F: 3 clusters Score -3402786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Entering Unmasked Estep 
Score: -2843325.750000 Penalty: 2467.904785
	Iteration 0F: 2 clusters Score -2843326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2828707.000000 Penalty: 4935.809570
	Iteration 0F: 3 clusters Score -2828707 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2833509.250000 Penalty: 4935.809570
	Iteration 1F: 3 clusters Score -2833509 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2833838.500000 Penalty: 4935.809570
	Iteration 2Q: 3 clusters Score -2833838 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2834110.250000 Penalty: 4935.809570
	Iteration 3Q: 3 clusters Score -2834110 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2834286.750000 Penalty: 4935.809570
	Iteration 4Q: 3 clusters Score -2834287 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2834438.750000 Penalty: 4935.809570
	Iteration 5Q: 3 clusters Score -2834439 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2834604.500000 Penalty: 4935.809570
	Iteration 6Q: 3 clusters Score -2834604 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2834773.750000 Penalty: 4935.809570
	Iteration 7Q: 3 clusters Score -2834774 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2834944.750000 Penalty: 4935.809570
	Iteration 8Q: 3 clusters Score -2834945 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2835153.500000 Penalty: 4935.809570
	Iteration 9Q: 3 clusters Score -2835154 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2835416.750000 Penalty: 4935.809570
	Iteration 10Q: 3 clusters Score -2835417 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2835795.500000 Penalty: 4935.809570
	Iteration 11Q: 3 clusters Score -2835796 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2836295.500000 Penalty: 4935.809570
	Iteration 12Q: 3 clusters Score -2836296 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2836896.250000 Penalty: 4935.809570
	Iteration 13Q: 3 clusters Score -2836896 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2837632.750000 Penalty: 4935.809570
	Iteration 14F: 3 clusters Score -2837633 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2838456.500000 Penalty: 4935.809570
	Iteration 15F: 3 clusters Score -2838456 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2839292.750000 Penalty: 4935.809570
	Iteration 16Q: 3 clusters Score -2839293 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2840009.250000 Penalty: 4935.809570
	Iteration 17Q: 3 clusters Score -2840009 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2840494.250000 Penalty: 4935.809570
	Iteration 18Q: 3 clusters Score -2840494 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2840798.250000 Penalty: 4935.809570
	Iteration 19Q: 3 clusters Score -2840798 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2840970.750000 Penalty: 4935.809570
	Iteration 20F: 3 clusters Score -2840971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2841061.250000 Penalty: 4935.809570
	Iteration 21Q: 3 clusters Score -2841061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2841130.500000 Penalty: 4935.809570
	Iteration 22Q: 3 clusters Score -2841130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2841162.000000 Penalty: 4935.809570
	Iteration 23Q: 3 clusters Score -2841162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2841197.000000 Penalty: 4935.809570
	Iteration 24Q: 3 clusters Score -2841197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2841221.250000 Penalty: 4935.809570
	Iteration 25Q: 3 clusters Score -2841221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2841232.000000 Penalty: 4935.809570
	Iteration 26Q: 3 clusters Score -2841232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2841245.250000 Penalty: 4935.809570
	Iteration 27Q: 3 clusters Score -2841245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2841250.250000 Penalty: 4935.809570
	Iteration 28Q: 3 clusters Score -2841250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2841257.500000 Penalty: 4935.809570
	Iteration 29Q: 3 clusters Score -2841258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2841258.500000 Penalty: 4935.809570
	Iteration 30F: 3 clusters Score -2841258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2841261.750000 Penalty: 4935.809570
	Iteration 31Q: 3 clusters Score -2841262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2841261.250000 Penalty: 4935.809570
	Iteration 32Q: 3 clusters Score -2841261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2841262.500000 Penalty: 4935.809570
	Iteration 33Q: 3 clusters Score -2841262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2841270.500000 Penalty: 4935.809570
	Iteration 34Q: 3 clusters Score -2841270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2841272.000000 Penalty: 4935.809570
	Iteration 35Q: 3 clusters Score -2841272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2841273.500000 Penalty: 4935.809570
	Iteration 36Q: 3 clusters Score -2841274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2841279.500000 Penalty: 4935.809570
	Iteration 37Q: 3 clusters Score -2841280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2841284.250000 Penalty: 4935.809570
	Iteration 38Q: 3 clusters Score -2841284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2841285.500000 Penalty: 4935.809570
	Iteration 39Q: 3 clusters Score -2841286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2841285.750000 Penalty: 4935.809570
	Iteration 40F: 3 clusters Score -2841286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Entering Unmasked Estep 
Score: -2507153.750000 Penalty: 2435.696045
	Iteration 0F: 2 clusters Score -2507154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2494068.250000 Penalty: 4871.392090
	Iteration 0F: 3 clusters Score -2494068 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2498345.000000 Penalty: 4871.392090
	Iteration 1F: 3 clusters Score -2498345 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2498689.000000 Penalty: 4871.392090
	Iteration 2F: 3 clusters Score -2498689 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2498947.750000 Penalty: 4871.392090
	Iteration 3Q: 3 clusters Score -2498948 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2499206.500000 Penalty: 4871.392090
	Iteration 4Q: 3 clusters Score -2499206 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2499505.500000 Penalty: 4871.392090
	Iteration 5Q: 3 clusters Score -2499506 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2499921.000000 Penalty: 4871.392090
	Iteration 6Q: 3 clusters Score -2499921 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2500497.750000 Penalty: 4871.392090
	Iteration 7F: 3 clusters Score -2500498 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2501316.500000 Penalty: 4871.392090
	Iteration 8F: 3 clusters Score -2501316 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2502341.750000 Penalty: 4871.392090
	Iteration 9F: 3 clusters Score -2502342 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2503303.000000 Penalty: 4871.392090
	Iteration 10F: 3 clusters Score -2503303 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2504040.000000 Penalty: 4871.392090
	Iteration 11Q: 3 clusters Score -2504040 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2504502.750000 Penalty: 4871.392090
	Iteration 12Q: 3 clusters Score -2504503 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2504769.250000 Penalty: 4871.392090
	Iteration 13Q: 3 clusters Score -2504769 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2504914.000000 Penalty: 4871.392090
	Iteration 14Q: 3 clusters Score -2504914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2505008.250000 Penalty: 4871.392090
	Iteration 15Q: 3 clusters Score -2505008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2505065.500000 Penalty: 4871.392090
	Iteration 16Q: 3 clusters Score -2505066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2505105.000000 Penalty: 4871.392090
	Iteration 17Q: 3 clusters Score -2505105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2505122.500000 Penalty: 4871.392090
	Iteration 18Q: 3 clusters Score -2505122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2505129.000000 Penalty: 4871.392090
	Iteration 19Q: 3 clusters Score -2505129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2505131.000000 Penalty: 4871.392090
	Iteration 20F: 3 clusters Score -2505131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2505139.250000 Penalty: 4871.392090
	Iteration 21Q: 3 clusters Score -2505139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2505139.500000 Penalty: 4871.392090
	Iteration 22Q: 3 clusters Score -2505140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2505142.750000 Penalty: 4871.392090
	Iteration 23Q: 3 clusters Score -2505143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2505146.500000 Penalty: 4871.392090
	Iteration 24Q: 3 clusters Score -2505146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2505150.000000 Penalty: 4871.392090
	Iteration 25Q: 3 clusters Score -2505150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2505152.250000 Penalty: 4871.392090
	Iteration 26Q: 3 clusters Score -2505152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2505152.500000 Penalty: 4871.392090
	Iteration 27Q: 3 clusters Score -2505152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2505151.750000 Penalty: 4871.392090
	Iteration 28Q: 3 clusters Score -2505152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2505156.500000 Penalty: 4871.392090
	Iteration 29Q: 3 clusters Score -2505156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2505163.000000 Penalty: 4871.392090
	Iteration 30Q: 3 clusters Score -2505163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2505164.500000 Penalty: 4871.392090
	Iteration 31Q: 3 clusters Score -2505164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2505166.000000 Penalty: 4871.392090
	Iteration 32Q: 3 clusters Score -2505166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2505169.750000 Penalty: 4871.392090
	Iteration 33Q: 3 clusters Score -2505170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2505171.500000 Penalty: 4871.392090
	Iteration 34Q: 3 clusters Score -2505172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2505171.750000 Penalty: 4871.392090
	Iteration 35Q: 3 clusters Score -2505172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2505173.750000 Penalty: 4871.392090
	Iteration 36Q: 3 clusters Score -2505174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2505172.500000 Penalty: 4871.392090
	Iteration 37Q: 3 clusters Score -2505172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2505172.500000 Penalty: 4871.392090
	Iteration 38F: 3 clusters Score -2505172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -34896.468750 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -34896.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33615.957031 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -33615.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33785.691406 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -33785.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33849.875000 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -33849.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33879.968750 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -33879.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33914.703125 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -33914.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33962.250000 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -33962.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33993.398438 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -33993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34023.433594 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -34023.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34041.511719 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -34041.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34049.679688 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -34049.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34056.875000 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -34056.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34056.875000 Penalty: 2853.275879
	Iteration 11F: 3 clusters Score -34056.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -71921.960938 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -71921.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70356.671875 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -70356.67 nChanged 147
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: -70715.460938 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -70715.46 nChanged 58
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: -70917.125000 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -70917.12 nChanged 38
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: -71056.765625 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -71056.77 nChanged 33
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: -71173.453125 Penalty: 3187.538330
	Iteration 4F: 3 clusters Score -71173.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71277.523438 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -71277.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71312.812500 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -71312.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71324.898438 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -71324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71350.062500 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -71350.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71363.062500 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -71363.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71373.484375 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -71373.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71385.929688 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -71385.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71388.468750 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -71388.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71390.757812 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -71390.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71392.906250 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -71392.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71392.906250 Penalty: 3187.538330
	Iteration 15F: 3 clusters Score -71392.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58991.269531 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58991.27 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 241 members 
Entering Unmasked Estep 
Score: -57481.105469 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57481.11 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57685.683594 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57685.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57762.062500 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -57762.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57802.156250 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57802.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57837.550781 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57837.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57872.679688 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57872.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57896.507812 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -57896.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57917.722656 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57917.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57927.320312 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -57927.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57931.453125 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -57931.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57931.453125 Penalty: 3074.445312
	Iteration 10F: 3 clusters Score -57931.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Entering Unmasked Estep 
Score: -3958975.750000 Penalty: 2547.973145
	Iteration 0F: 2 clusters Score -3958976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3939150.000000 Penalty: 5095.946289
	Iteration 0F: 3 clusters Score -3939150 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3946145.500000 Penalty: 5095.946289
	Iteration 1F: 3 clusters Score -3946146 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3946519.000000 Penalty: 5095.946289
	Iteration 2Q: 3 clusters Score -3946519 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3946837.000000 Penalty: 5095.946289
	Iteration 3Q: 3 clusters Score -3946837 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3947060.750000 Penalty: 5095.946289
	Iteration 4Q: 3 clusters Score -3947061 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3947263.000000 Penalty: 5095.946289
	Iteration 5Q: 3 clusters Score -3947263 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3947448.000000 Penalty: 5095.946289
	Iteration 6Q: 3 clusters Score -3947448 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3947644.250000 Penalty: 5095.946289
	Iteration 7Q: 3 clusters Score -3947644 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3947869.500000 Penalty: 5095.946289
	Iteration 8Q: 3 clusters Score -3947870 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3948113.250000 Penalty: 5095.946289
	Iteration 9Q: 3 clusters Score -3948113 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3948365.750000 Penalty: 5095.946289
	Iteration 10Q: 3 clusters Score -3948366 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3948738.250000 Penalty: 5095.946289
	Iteration 11Q: 3 clusters Score -3948738 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3949235.250000 Penalty: 5095.946289
	Iteration 12Q: 3 clusters Score -3949235 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3949880.250000 Penalty: 5095.946289
	Iteration 13Q: 3 clusters Score -3949880 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3950707.750000 Penalty: 5095.946289
	Iteration 14Q: 3 clusters Score -3950708 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3951625.250000 Penalty: 5095.946289
	Iteration 15Q: 3 clusters Score -3951625 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3952388.500000 Penalty: 5095.946289
	Iteration 16Q: 3 clusters Score -3952388 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3952860.500000 Penalty: 5095.946289
	Iteration 17Q: 3 clusters Score -3952860 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3953101.500000 Penalty: 5095.946289
	Iteration 18Q: 3 clusters Score -3953102 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3953245.750000 Penalty: 5095.946289
	Iteration 19Q: 3 clusters Score -3953246 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3953335.500000 Penalty: 5095.946289
	Iteration 20F: 3 clusters Score -3953336 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3953402.250000 Penalty: 5095.946289
	Iteration 21Q: 3 clusters Score -3953402 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3953474.500000 Penalty: 5095.946289
	Iteration 22Q: 3 clusters Score -3953474 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3953547.000000 Penalty: 5095.946289
	Iteration 23Q: 3 clusters Score -3953547 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3953623.250000 Penalty: 5095.946289
	Iteration 24Q: 3 clusters Score -3953623 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3953700.000000 Penalty: 5095.946289
	Iteration 25Q: 3 clusters Score -3953700 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3953775.500000 Penalty: 5095.946289
	Iteration 26Q: 3 clusters Score -3953776 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3953842.250000 Penalty: 5095.946289
	Iteration 27Q: 3 clusters Score -3953842 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3953926.750000 Penalty: 5095.946289
	Iteration 28Q: 3 clusters Score -3953927 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3954031.750000 Penalty: 5095.946289
	Iteration 29Q: 3 clusters Score -3954032 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3954140.750000 Penalty: 5095.946289
	Iteration 30Q: 3 clusters Score -3954141 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3954249.000000 Penalty: 5095.946289
	Iteration 31Q: 3 clusters Score -3954249 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3954349.250000 Penalty: 5095.946289
	Iteration 32Q: 3 clusters Score -3954349 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3954446.750000 Penalty: 5095.946289
	Iteration 33Q: 3 clusters Score -3954447 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3954562.000000 Penalty: 5095.946289
	Iteration 34Q: 3 clusters Score -3954562 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3954666.750000 Penalty: 5095.946289
	Iteration 35Q: 3 clusters Score -3954667 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3954769.750000 Penalty: 5095.946289
	Iteration 36Q: 3 clusters Score -3954770 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3954917.250000 Penalty: 5095.946289
	Iteration 37Q: 3 clusters Score -3954917 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3955065.000000 Penalty: 5095.946289
	Iteration 38Q: 3 clusters Score -3955065 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3955228.750000 Penalty: 5095.946289
	Iteration 39Q: 3 clusters Score -3955229 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3955354.500000 Penalty: 5095.946289
	Iteration 40F: 3 clusters Score -3955354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3955496.250000 Penalty: 5095.946289
	Iteration 41Q: 3 clusters Score -3955496 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3955619.000000 Penalty: 5095.946289
	Iteration 42Q: 3 clusters Score -3955619 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3955765.000000 Penalty: 5095.946289
	Iteration 43Q: 3 clusters Score -3955765 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3955891.000000 Penalty: 5095.946289
	Iteration 44Q: 3 clusters Score -3955891 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3956011.250000 Penalty: 5095.946289
	Iteration 45Q: 3 clusters Score -3956011 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3956102.250000 Penalty: 5095.946289
	Iteration 46Q: 3 clusters Score -3956102 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3956160.000000 Penalty: 5095.946289
	Iteration 47Q: 3 clusters Score -3956160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3956211.000000 Penalty: 5095.946289
	Iteration 48Q: 3 clusters Score -3956211 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3956253.250000 Penalty: 5095.946289
	Iteration 49Q: 3 clusters Score -3956253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3956281.500000 Penalty: 5095.946289
	Iteration 50Q: 3 clusters Score -3956282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3956302.500000 Penalty: 5095.946289
	Iteration 51Q: 3 clusters Score -3956302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3956329.750000 Penalty: 5095.946289
	Iteration 52Q: 3 clusters Score -3956330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3956342.500000 Penalty: 5095.946289
	Iteration 53Q: 3 clusters Score -3956342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3956354.250000 Penalty: 5095.946289
	Iteration 54Q: 3 clusters Score -3956354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3956366.250000 Penalty: 5095.946289
	Iteration 55Q: 3 clusters Score -3956366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3956371.000000 Penalty: 5095.946289
	Iteration 56Q: 3 clusters Score -3956371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3956379.000000 Penalty: 5095.946289
	Iteration 57Q: 3 clusters Score -3956379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3956387.000000 Penalty: 5095.946289
	Iteration 58Q: 3 clusters Score -3956387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3956394.250000 Penalty: 5095.946289
	Iteration 59Q: 3 clusters Score -3956394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3956397.250000 Penalty: 5095.946289
	Iteration 60F: 3 clusters Score -3956397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3956404.750000 Penalty: 5095.946289
	Iteration 61Q: 3 clusters Score -3956405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3956411.250000 Penalty: 5095.946289
	Iteration 62Q: 3 clusters Score -3956411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3956425.500000 Penalty: 5095.946289
	Iteration 63Q: 3 clusters Score -3956426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3956436.500000 Penalty: 5095.946289
	Iteration 64Q: 3 clusters Score -3956436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3956439.250000 Penalty: 5095.946289
	Iteration 65Q: 3 clusters Score -3956439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3956440.750000 Penalty: 5095.946289
	Iteration 66Q: 3 clusters Score -3956441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3956448.750000 Penalty: 5095.946289
	Iteration 67Q: 3 clusters Score -3956449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3956452.750000 Penalty: 5095.946289
	Iteration 68Q: 3 clusters Score -3956453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3956456.750000 Penalty: 5095.946289
	Iteration 69Q: 3 clusters Score -3956457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3956455.750000 Penalty: 5095.946289
	Iteration 70Q: 3 clusters Score -3956456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3956458.750000 Penalty: 5095.946289
	Iteration 71Q: 3 clusters Score -3956459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3956452.750000 Penalty: 5095.946289
	Iteration 72Q: 3 clusters Score -3956453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3956457.000000 Penalty: 5095.946289
	Iteration 73Q: 3 clusters Score -3956457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3956459.250000 Penalty: 5095.946289
	Iteration 74Q: 3 clusters Score -3956459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3956460.000000 Penalty: 5095.946289
	Iteration 75Q: 3 clusters Score -3956460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3956460.250000 Penalty: 5095.946289
	Iteration 76Q: 3 clusters Score -3956460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3956460.500000 Penalty: 5095.946289
	Iteration 77Q: 3 clusters Score -3956460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3956458.250000 Penalty: 5095.946289
	Iteration 78Q: 3 clusters Score -3956458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3956461.000000 Penalty: 5095.946289
	Iteration 79Q: 3 clusters Score -3956461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3956463.750000 Penalty: 5095.946289
	Iteration 80F: 3 clusters Score -3956464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3956468.000000 Penalty: 5095.946289
	Iteration 81Q: 3 clusters Score -3956468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3956468.750000 Penalty: 5095.946289
	Iteration 82Q: 3 clusters Score -3956469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3956469.750000 Penalty: 5095.946289
	Iteration 83Q: 3 clusters Score -3956470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3956472.500000 Penalty: 5095.946289
	Iteration 84Q: 3 clusters Score -3956472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3956472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3956472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3956475.250000 Penalty: 5095.946289
	Iteration 87Q: 3 clusters Score -3956475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3956478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3956478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3956486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3956488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3956490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3956482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3956487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3956486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3956482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3956482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3956483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3956477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3956482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3956488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3956491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3956492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3956488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3956489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3956486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3956490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3956490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3956492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3956488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3956490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3956488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3956490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3956490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3956492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3956493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3956489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3956493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3956490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3956493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3956495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3956495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3956495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3956496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3956500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3956498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3956511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3956513.000000 Penalty: 5095.946289
	Iteration 128Q: 3 clusters Score -3956513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3956513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3956517.000000 Penalty: 5095.946289
	Iteration 130Q: 3 clusters Score -3956517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3956525.000000 Penalty: 5095.946289
	Iteration 131Q: 3 clusters Score -3956525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3956528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3956536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3956542.500000 Penalty: 5095.946289
	Iteration 134Q: 3 clusters Score -3956542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3956543.250000 Penalty: 5095.946289
	Iteration 135Q: 3 clusters Score -3956543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3956547.250000 Penalty: 5095.946289
	Iteration 136Q: 3 clusters Score -3956547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3956547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3956551.500000 Penalty: 5095.946289
	Iteration 138Q: 3 clusters Score -3956552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3956553.750000 Penalty: 5095.946289
	Iteration 139Q: 3 clusters Score -3956554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3956554.750000 Penalty: 5095.946289
	Iteration 140F: 3 clusters Score -3956555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3956564.250000 Penalty: 5095.946289
	Iteration 141Q: 3 clusters Score -3956564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3956563.250000 Penalty: 5095.946289
	Iteration 142Q: 3 clusters Score -3956563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3956564.250000 Penalty: 5095.946289
	Iteration 143Q: 3 clusters Score -3956564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3956566.500000 Penalty: 5095.946289
	Iteration 144Q: 3 clusters Score -3956566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3956573.500000 Penalty: 5095.946289
	Iteration 145Q: 3 clusters Score -3956574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3956577.000000 Penalty: 5095.946289
	Iteration 146Q: 3 clusters Score -3956577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3956578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3956581.250000 Penalty: 5095.946289
	Iteration 148Q: 3 clusters Score -3956581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3956583.500000 Penalty: 5095.946289
	Iteration 149Q: 3 clusters Score -3956584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3956585.500000 Penalty: 5095.946289
	Iteration 150Q: 3 clusters Score -3956586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3956583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3956591.500000 Penalty: 5095.946289
	Iteration 152Q: 3 clusters Score -3956592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3956595.750000 Penalty: 5095.946289
	Iteration 153Q: 3 clusters Score -3956596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3956600.750000 Penalty: 5095.946289
	Iteration 154Q: 3 clusters Score -3956601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3956602.000000 Penalty: 5095.946289
	Iteration 155Q: 3 clusters Score -3956602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3956609.750000 Penalty: 5095.946289
	Iteration 156Q: 3 clusters Score -3956610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3956613.250000 Penalty: 5095.946289
	Iteration 157Q: 3 clusters Score -3956613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3956619.750000 Penalty: 5095.946289
	Iteration 158Q: 3 clusters Score -3956620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3956619.250000 Penalty: 5095.946289
	Iteration 159Q: 3 clusters Score -3956619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3956621.750000 Penalty: 5095.946289
	Iteration 160F: 3 clusters Score -3956622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3956617.500000 Penalty: 5095.946289
	Iteration 161Q: 3 clusters Score -3956618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3956621.000000 Penalty: 5095.946289
	Iteration 162Q: 3 clusters Score -3956621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3956621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3956621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3956623.750000 Penalty: 5095.946289
	Iteration 165Q: 3 clusters Score -3956624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3956620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3956620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3956618.250000 Penalty: 5095.946289
	Iteration 168Q: 3 clusters Score -3956618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3956625.250000 Penalty: 5095.946289
	Iteration 169Q: 3 clusters Score -3956625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3956626.750000 Penalty: 5095.946289
	Iteration 170Q: 3 clusters Score -3956627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3956631.000000 Penalty: 5095.946289
	Iteration 171Q: 3 clusters Score -3956631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3956631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3956631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
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	Iteration 174F: 3 clusters Score -3956631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -14695.826172 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -14695.83 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 75 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -13740.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13834.385742 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -13834.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13856.072266 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -13856.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13866.092773 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -13866.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13866.092773 Penalty: 2507.897949
	Iteration 4F: 3 clusters Score -13866.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -536424.812500 Penalty: 2067.959229
	Iteration 0F: 2 clusters Score -536424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -532478.687500 Penalty: 4135.918457
	Iteration 0F: 3 clusters Score -532478.7 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -533459.812500 Penalty: 4135.918457
	Iteration 1F: 3 clusters Score -533459.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -533811.875000 Penalty: 4135.918457
	Iteration 2F: 3 clusters Score -533811.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -534077.812500 Penalty: 4135.918457
	Iteration 3F: 3 clusters Score -534077.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -534287.312500 Penalty: 4135.918457
	Iteration 4F: 3 clusters Score -534287.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -534445.687500 Penalty: 4135.918457
	Iteration 5Q: 3 clusters Score -534445.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -534579.187500 Penalty: 4135.918457
	Iteration 6Q: 3 clusters Score -534579.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -534708.062500 Penalty: 4135.918457
	Iteration 7Q: 3 clusters Score -534708.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -534805.500000 Penalty: 4135.918457
	Iteration 8Q: 3 clusters Score -534805.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -534864.875000 Penalty: 4135.918457
	Iteration 9Q: 3 clusters Score -534864.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -534905.500000 Penalty: 4135.918457
	Iteration 10Q: 3 clusters Score -534905.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -534929.437500 Penalty: 4135.918457
	Iteration 11Q: 3 clusters Score -534929.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -534954.125000 Penalty: 4135.918457
	Iteration 12Q: 3 clusters Score -534954.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -534977.312500 Penalty: 4135.918457
	Iteration 13Q: 3 clusters Score -534977.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -534996.312500 Penalty: 4135.918457
	Iteration 14Q: 3 clusters Score -534996.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -535010.500000 Penalty: 4135.918457
	Iteration 15Q: 3 clusters Score -535010.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -535025.125000 Penalty: 4135.918457
	Iteration 16Q: 3 clusters Score -535025.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -535035.062500 Penalty: 4135.918457
	Iteration 17Q: 3 clusters Score -535035.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -535044.375000 Penalty: 4135.918457
	Iteration 18Q: 3 clusters Score -535044.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -535050.187500 Penalty: 4135.918457
	Iteration 19Q: 3 clusters Score -535050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -535057.000000 Penalty: 4135.918457
	Iteration 20F: 3 clusters Score -535057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -535063.312500 Penalty: 4135.918457
	Iteration 21Q: 3 clusters Score -535063.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -535069.500000 Penalty: 4135.918457
	Iteration 22Q: 3 clusters Score -535069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -535075.750000 Penalty: 4135.918457
	Iteration 23Q: 3 clusters Score -535075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -535081.062500 Penalty: 4135.918457
	Iteration 24Q: 3 clusters Score -535081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -535085.750000 Penalty: 4135.918457
	Iteration 25Q: 3 clusters Score -535085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -535087.750000 Penalty: 4135.918457
	Iteration 26Q: 3 clusters Score -535087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -535089.812500 Penalty: 4135.918457
	Iteration 27Q: 3 clusters Score -535089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -535089.750000 Penalty: 4135.918457
	Iteration 28Q: 3 clusters Score -535089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -535091.250000 Penalty: 4135.918457
	Iteration 29Q: 3 clusters Score -535091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -535092.000000 Penalty: 4135.918457
	Iteration 30Q: 3 clusters Score -535092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -535092.500000 Penalty: 4135.918457
	Iteration 31Q: 3 clusters Score -535092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -535092.875000 Penalty: 4135.918457
	Iteration 32Q: 3 clusters Score -535092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -535092.875000 Penalty: 4135.918457
	Iteration 33F: 3 clusters Score -535092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -19139.824219 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -19139.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18086.025391 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -18086.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18348.730469 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -18348.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18487.945312 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -18487.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18657.300781 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -18657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18677.820312 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -18677.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18677.820312 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -18677.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Entering Unmasked Estep 
Score: -6758225.500000 Penalty: 2690.539307
	Iteration 0F: 2 clusters Score -6758226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -6723496.500000 Penalty: 5381.078613
	Iteration 0F: 3 clusters Score -6723496 nChanged 23771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -6736446.500000 Penalty: 5381.078613
	Iteration 1F: 3 clusters Score -6736446 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6736826.000000 Penalty: 5381.078613
	Iteration 2Q: 3 clusters Score -6736826 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6737076.500000 Penalty: 5381.078613
	Iteration 3Q: 3 clusters Score -6737076 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6737343.500000 Penalty: 5381.078613
	Iteration 4Q: 3 clusters Score -6737344 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -6737614.000000 Penalty: 5381.078613
	Iteration 5Q: 3 clusters Score -6737614 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -6737884.500000 Penalty: 5381.078613
	Iteration 6Q: 3 clusters Score -6737884 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -6738214.000000 Penalty: 5381.078613
	Iteration 7Q: 3 clusters Score -6738214 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -6738655.000000 Penalty: 5381.078613
	Iteration 8Q: 3 clusters Score -6738655 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -6739390.000000 Penalty: 5381.078613
	Iteration 9Q: 3 clusters Score -6739390 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6740561.500000 Penalty: 5381.078613
	Iteration 10Q: 3 clusters Score -6740562 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6742492.500000 Penalty: 5381.078613
	Iteration 11F: 3 clusters Score -6742492 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -6745215.000000 Penalty: 5381.078613
	Iteration 12F: 3 clusters Score -6745215 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -6748824.000000 Penalty: 5381.078613
	Iteration 13F: 3 clusters Score -6748824 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6752137.500000 Penalty: 5381.078613
	Iteration 14F: 3 clusters Score -6752138 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6754174.000000 Penalty: 5381.078613
	Iteration 15Q: 3 clusters Score -6754174 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6755123.000000 Penalty: 5381.078613
	Iteration 16Q: 3 clusters Score -6755123 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6755500.500000 Penalty: 5381.078613
	Iteration 17Q: 3 clusters Score -6755500 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6755690.500000 Penalty: 5381.078613
	Iteration 18Q: 3 clusters Score -6755690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6755765.500000 Penalty: 5381.078613
	Iteration 19Q: 3 clusters Score -6755766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6755811.500000 Penalty: 5381.078613
	Iteration 20F: 3 clusters Score -6755812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6755852.000000 Penalty: 5381.078613
	Iteration 21Q: 3 clusters Score -6755852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6755876.000000 Penalty: 5381.078613
	Iteration 22Q: 3 clusters Score -6755876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6755877.000000 Penalty: 5381.078613
	Iteration 23Q: 3 clusters Score -6755877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6755881.000000 Penalty: 5381.078613
	Iteration 24Q: 3 clusters Score -6755881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6755885.500000 Penalty: 5381.078613
	Iteration 25Q: 3 clusters Score -6755886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6755885.500000 Penalty: 5381.078613
	Iteration 26Q: 3 clusters Score -6755886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6755884.000000 Penalty: 5381.078613
	Iteration 27Q: 3 clusters Score -6755884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6755892.000000 Penalty: 5381.078613
	Iteration 28Q: 3 clusters Score -6755892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6755897.000000 Penalty: 5381.078613
	Iteration 29Q: 3 clusters Score -6755897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6755898.000000 Penalty: 5381.078613
	Iteration 30Q: 3 clusters Score -6755898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6755902.000000 Penalty: 5381.078613
	Iteration 31Q: 3 clusters Score -6755902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6755899.000000 Penalty: 5381.078613
	Iteration 32Q: 3 clusters Score -6755899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6755899.000000 Penalty: 5381.078613
	Iteration 33F: 3 clusters Score -6755899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -379841.218750 Penalty: 1969.617798
	Iteration 0F: 2 clusters Score -379841.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -376706.750000 Penalty: 3939.235596
	Iteration 0F: 3 clusters Score -376706.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377331.375000 Penalty: 3939.235596
	Iteration 1F: 3 clusters Score -377331.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -377467.687500 Penalty: 3939.235596
	Iteration 2F: 3 clusters Score -377467.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -377546.281250 Penalty: 3939.235596
	Iteration 3Q: 3 clusters Score -377546.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377594.843750 Penalty: 3939.235596
	Iteration 4Q: 3 clusters Score -377594.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -377638.312500 Penalty: 3939.235596
	Iteration 5Q: 3 clusters Score -377638.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -377666.531250 Penalty: 3939.235596
	Iteration 6Q: 3 clusters Score -377666.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377688.781250 Penalty: 3939.235596
	Iteration 7Q: 3 clusters Score -377688.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -377713.468750 Penalty: 3939.235596
	Iteration 8Q: 3 clusters Score -377713.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -377730.375000 Penalty: 3939.235596
	Iteration 9Q: 3 clusters Score -377730.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -377743.718750 Penalty: 3939.235596
	Iteration 10Q: 3 clusters Score -377743.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -377760.781250 Penalty: 3939.235596
	Iteration 11Q: 3 clusters Score -377760.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -377773.718750 Penalty: 3939.235596
	Iteration 12Q: 3 clusters Score -377773.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -377780.250000 Penalty: 3939.235596
	Iteration 13Q: 3 clusters Score -377780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -377785.812500 Penalty: 3939.235596
	Iteration 14Q: 3 clusters Score -377785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -377789.031250 Penalty: 3939.235596
	Iteration 15Q: 3 clusters Score -377789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377791.093750 Penalty: 3939.235596
	Iteration 16Q: 3 clusters Score -377791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -377792.343750 Penalty: 3939.235596
	Iteration 17Q: 3 clusters Score -377792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -377794.718750 Penalty: 3939.235596
	Iteration 18Q: 3 clusters Score -377794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -377799.156250 Penalty: 3939.235596
	Iteration 19Q: 3 clusters Score -377799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -377802.812500 Penalty: 3939.235596
	Iteration 20F: 3 clusters Score -377802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -377809.250000 Penalty: 3939.235596
	Iteration 21Q: 3 clusters Score -377809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -377815.875000 Penalty: 3939.235596
	Iteration 22Q: 3 clusters Score -377815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -377825.906250 Penalty: 3939.235596
	Iteration 23Q: 3 clusters Score -377825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -377834.718750 Penalty: 3939.235596
	Iteration 24Q: 3 clusters Score -377834.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -377844.843750 Penalty: 3939.235596
	Iteration 25Q: 3 clusters Score -377844.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -377853.625000 Penalty: 3939.235596
	Iteration 26Q: 3 clusters Score -377853.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -377863.062500 Penalty: 3939.235596
	Iteration 27Q: 3 clusters Score -377863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -377870.812500 Penalty: 3939.235596
	Iteration 28Q: 3 clusters Score -377870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -377874.156250 Penalty: 3939.235596
	Iteration 29Q: 3 clusters Score -377874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -377877.250000 Penalty: 3939.235596
	Iteration 30Q: 3 clusters Score -377877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -377879.562500 Penalty: 3939.235596
	Iteration 31Q: 3 clusters Score -377879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377883.062500 Penalty: 3939.235596
	Iteration 32Q: 3 clusters Score -377883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -377886.562500 Penalty: 3939.235596
	Iteration 33Q: 3 clusters Score -377886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -377889.812500 Penalty: 3939.235596
	Iteration 34Q: 3 clusters Score -377889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -377891.781250 Penalty: 3939.235596
	Iteration 35Q: 3 clusters Score -377891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -377892.531250 Penalty: 3939.235596
	Iteration 36Q: 3 clusters Score -377892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -377893.843750 Penalty: 3939.235596
	Iteration 37Q: 3 clusters Score -377893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -377894.687500 Penalty: 3939.235596
	Iteration 38Q: 3 clusters Score -377894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -377894.906250 Penalty: 3939.235596
	Iteration 39Q: 3 clusters Score -377894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -377894.906250 Penalty: 3939.235596
	Iteration 40F: 3 clusters Score -377894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -46561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45170.148438 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -45170.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45370.511719 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -45370.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45473.183594 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -45473.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45532.605469 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -45532.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45589.593750 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -45589.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45626.070312 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -45626.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45669.179688 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -45669.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45691.042969 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -45691.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45720.132812 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -45720.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45754.906250 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -45754.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45784.191406 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -45784.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45812.992188 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -45812.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45879.312500 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -45879.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45979.062500 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -45979.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46076.550781 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -46076.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46147.660156 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -46147.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46203.890625 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -46203.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46266.093750 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -46266.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46292.421875 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -46292.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46314.605469 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -46314.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46314.605469 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -46314.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Entering Unmasked Estep 
Score: -3940580.500000 Penalty: 2547.724854
	Iteration 0F: 2 clusters Score -3940580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3920764.750000 Penalty: 5095.449707
	Iteration 0F: 3 clusters Score -3920765 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3927599.750000 Penalty: 5095.449707
	Iteration 1F: 3 clusters Score -3927600 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3927965.250000 Penalty: 5095.449707
	Iteration 2Q: 3 clusters Score -3927965 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3928289.500000 Penalty: 5095.449707
	Iteration 3Q: 3 clusters Score -3928290 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3928647.250000 Penalty: 5095.449707
	Iteration 4Q: 3 clusters Score -3928647 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3928943.750000 Penalty: 5095.449707
	Iteration 5Q: 3 clusters Score -3928944 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3929279.250000 Penalty: 5095.449707
	Iteration 6Q: 3 clusters Score -3929279 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3929730.500000 Penalty: 5095.449707
	Iteration 7Q: 3 clusters Score -3929730 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3930295.000000 Penalty: 5095.449707
	Iteration 8Q: 3 clusters Score -3930295 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3931136.250000 Penalty: 5095.449707
	Iteration 9Q: 3 clusters Score -3931136 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3932284.750000 Penalty: 5095.449707
	Iteration 10F: 3 clusters Score -3932285 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3933789.250000 Penalty: 5095.449707
	Iteration 11F: 3 clusters Score -3933789 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3935374.750000 Penalty: 5095.449707
	Iteration 12F: 3 clusters Score -3935375 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3936560.000000 Penalty: 5095.449707
	Iteration 13Q: 3 clusters Score -3936560 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3937376.750000 Penalty: 5095.449707
	Iteration 14Q: 3 clusters Score -3937377 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3937797.000000 Penalty: 5095.449707
	Iteration 15Q: 3 clusters Score -3937797 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3938026.500000 Penalty: 5095.449707
	Iteration 16Q: 3 clusters Score -3938026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3938177.500000 Penalty: 5095.449707
	Iteration 17Q: 3 clusters Score -3938178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3938230.500000 Penalty: 5095.449707
	Iteration 18Q: 3 clusters Score -3938230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3938278.500000 Penalty: 5095.449707
	Iteration 19Q: 3 clusters Score -3938278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3938297.250000 Penalty: 5095.449707
	Iteration 20F: 3 clusters Score -3938297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3938324.750000 Penalty: 5095.449707
	Iteration 21Q: 3 clusters Score -3938325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3938346.750000 Penalty: 5095.449707
	Iteration 22Q: 3 clusters Score -3938347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3938366.000000 Penalty: 5095.449707
	Iteration 23Q: 3 clusters Score -3938366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3938374.000000 Penalty: 5095.449707
	Iteration 24Q: 3 clusters Score -3938374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3938383.750000 Penalty: 5095.449707
	Iteration 25Q: 3 clusters Score -3938384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3938389.500000 Penalty: 5095.449707
	Iteration 26Q: 3 clusters Score -3938390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3938392.750000 Penalty: 5095.449707
	Iteration 27Q: 3 clusters Score -3938393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3938392.500000 Penalty: 5095.449707
	Iteration 28Q: 3 clusters Score -3938392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3938392.500000 Penalty: 5095.449707
	Iteration 29F: 3 clusters Score -3938392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -27852.738281 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -27852.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26606.416016 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -26606.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26669.160156 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -26669.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26704.472656 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -26704.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26729.484375 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -26729.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26752.009766 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -26752.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26757.787109 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -26757.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26763.884766 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -26763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26763.884766 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -26763.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -36902.605469 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -36902.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35539.207031 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -35539.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35696.640625 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -35696.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35782.460938 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -35782.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35826.734375 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -35826.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35862.445312 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -35862.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35872.593750 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -35872.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35879.453125 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -35879.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35897.988281 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -35897.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35928.285156 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -35928.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35934.386719 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -35934.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35945.007812 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -35945.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35960.320312 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -35960.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35990.976562 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -35990.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36013.929688 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -36013.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36022.359375 Penalty: 2915.356934
	Iteration 14Q: 3 clusters Score -36022.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36025.515625 Penalty: 2915.356934
	Iteration 15Q: 3 clusters Score -36025.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36028.179688 Penalty: 2915.356934
	Iteration 16Q: 3 clusters Score -36028.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36028.179688 Penalty: 2915.356934
	Iteration 17F: 3 clusters Score -36028.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Entering Unmasked Estep 
Score: -6587729.500000 Penalty: 2675.950439
	Iteration 0F: 2 clusters Score -6587730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6555240.000000 Penalty: 5351.900879
	Iteration 0F: 3 clusters Score -6555240 nChanged 22345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -6567277.000000 Penalty: 5351.900879
	Iteration 1F: 3 clusters Score -6567277 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6567752.500000 Penalty: 5351.900879
	Iteration 2Q: 3 clusters Score -6567752 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -6568164.500000 Penalty: 5351.900879
	Iteration 3Q: 3 clusters Score -6568164 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -6568706.000000 Penalty: 5351.900879
	Iteration 4Q: 3 clusters Score -6568706 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -6569380.000000 Penalty: 5351.900879
	Iteration 5Q: 3 clusters Score -6569380 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -6570443.000000 Penalty: 5351.900879
	Iteration 6Q: 3 clusters Score -6570443 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -6572252.000000 Penalty: 5351.900879
	Iteration 7F: 3 clusters Score -6572252 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6575014.500000 Penalty: 5351.900879
	Iteration 8F: 3 clusters Score -6575014 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6578593.500000 Penalty: 5351.900879
	Iteration 9F: 3 clusters Score -6578594 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6581982.000000 Penalty: 5351.900879
	Iteration 10F: 3 clusters Score -6581982 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6584028.000000 Penalty: 5351.900879
	Iteration 11Q: 3 clusters Score -6584028 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6584845.500000 Penalty: 5351.900879
	Iteration 12Q: 3 clusters Score -6584846 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6585132.000000 Penalty: 5351.900879
	Iteration 13Q: 3 clusters Score -6585132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6585230.000000 Penalty: 5351.900879
	Iteration 14Q: 3 clusters Score -6585230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6585275.000000 Penalty: 5351.900879
	Iteration 15Q: 3 clusters Score -6585275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6585303.500000 Penalty: 5351.900879
	Iteration 16Q: 3 clusters Score -6585304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6585336.500000 Penalty: 5351.900879
	Iteration 17Q: 3 clusters Score -6585336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6585361.000000 Penalty: 5351.900879
	Iteration 18Q: 3 clusters Score -6585361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6585366.000000 Penalty: 5351.900879
	Iteration 19Q: 3 clusters Score -6585366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6585375.000000 Penalty: 5351.900879
	Iteration 20F: 3 clusters Score -6585375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6585379.000000 Penalty: 5351.900879
	Iteration 21Q: 3 clusters Score -6585379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6585386.500000 Penalty: 5351.900879
	Iteration 22Q: 3 clusters Score -6585386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6585390.500000 Penalty: 5351.900879
	Iteration 23Q: 3 clusters Score -6585390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6585390.500000 Penalty: 5351.900879
	Iteration 24Q: 3 clusters Score -6585390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6585390.500000 Penalty: 5351.900879
	Iteration 25F: 3 clusters Score -6585390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Entering Unmasked Estep 
Score: -14310900.000000 Penalty: 2870.324463
	Iteration 0F: 2 clusters Score -1.43109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -14240470.000000 Penalty: 5740.648926
	Iteration 0F: 3 clusters Score -1.424047e+07 nChanged 50297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -14268963.000000 Penalty: 5740.648926
	Iteration 1F: 3 clusters Score -1.426896e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -14269448.000000 Penalty: 5740.648926
	Iteration 2Q: 3 clusters Score -1.426945e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -14270158.000000 Penalty: 5740.648926
	Iteration 3Q: 3 clusters Score -1.427016e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -14271124.000000 Penalty: 5740.648926
	Iteration 4Q: 3 clusters Score -1.427112e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -14272505.000000 Penalty: 5740.648926
	Iteration 5Q: 3 clusters Score -1.42725e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -14274435.000000 Penalty: 5740.648926
	Iteration 6Q: 3 clusters Score -1.427444e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -14276867.000000 Penalty: 5740.648926
	Iteration 7Q: 3 clusters Score -1.427687e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -14280312.000000 Penalty: 5740.648926
	Iteration 8Q: 3 clusters Score -1.428031e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -14285185.000000 Penalty: 5740.648926
	Iteration 9F: 3 clusters Score -1.428518e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -14291165.000000 Penalty: 5740.648926
	Iteration 10F: 3 clusters Score -1.429116e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -14296878.000000 Penalty: 5740.648926
	Iteration 11F: 3 clusters Score -1.429688e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -14299816.000000 Penalty: 5740.648926
	Iteration 12F: 3 clusters Score -1.429982e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -14301163.000000 Penalty: 5740.648926
	Iteration 13Q: 3 clusters Score -1.430116e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -14301996.000000 Penalty: 5740.648926
	Iteration 14Q: 3 clusters Score -1.4302e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -14302827.000000 Penalty: 5740.648926
	Iteration 15Q: 3 clusters Score -1.430283e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -14303642.000000 Penalty: 5740.648926
	Iteration 16Q: 3 clusters Score -1.430364e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -14304413.000000 Penalty: 5740.648926
	Iteration 17Q: 3 clusters Score -1.430441e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -14304908.000000 Penalty: 5740.648926
	Iteration 18Q: 3 clusters Score -1.430491e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -14305225.000000 Penalty: 5740.648926
	Iteration 19Q: 3 clusters Score -1.430522e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -14305458.000000 Penalty: 5740.648926
	Iteration 20F: 3 clusters Score -1.430546e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -14305553.000000 Penalty: 5740.648926
	Iteration 21Q: 3 clusters Score -1.430555e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -14305587.000000 Penalty: 5740.648926
	Iteration 22Q: 3 clusters Score -1.430559e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -14305701.000000 Penalty: 5740.648926
	Iteration 23Q: 3 clusters Score -1.43057e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -14305726.000000 Penalty: 5740.648926
	Iteration 24Q: 3 clusters Score -1.430573e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -14305789.000000 Penalty: 5740.648926
	Iteration 25Q: 3 clusters Score -1.430579e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -14305790.000000 Penalty: 5740.648926
	Iteration 26Q: 3 clusters Score -1.430579e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -14305816.000000 Penalty: 5740.648926
	Iteration 27Q: 3 clusters Score -1.430582e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -14305815.000000 Penalty: 5740.648926
	Iteration 28Q: 3 clusters Score -1.430582e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -14305875.000000 Penalty: 5740.648926
	Iteration 29Q: 3 clusters Score -1.430588e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -14305914.000000 Penalty: 5740.648926
	Iteration 30Q: 3 clusters Score -1.430591e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -14305919.000000 Penalty: 5740.648926
	Iteration 31Q: 3 clusters Score -1.430592e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -14305980.000000 Penalty: 5740.648926
	Iteration 32Q: 3 clusters Score -1.430598e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -14305997.000000 Penalty: 5740.648926
	Iteration 33Q: 3 clusters Score -1.4306e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -14305994.000000 Penalty: 5740.648926
	Iteration 34Q: 3 clusters Score -1.430599e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -14306006.000000 Penalty: 5740.648926
	Iteration 35Q: 3 clusters Score -1.430601e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -14306049.000000 Penalty: 5740.648926
	Iteration 36Q: 3 clusters Score -1.430605e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -14306021.000000 Penalty: 5740.648926
	Iteration 37Q: 3 clusters Score -1.430602e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -14306108.000000 Penalty: 5740.648926
	Iteration 38Q: 3 clusters Score -1.430611e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -14306127.000000 Penalty: 5740.648926
	Iteration 39Q: 3 clusters Score -1.430613e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -14306233.000000 Penalty: 5740.648926
	Iteration 40F: 3 clusters Score -1.430623e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 70521 members 
Entering Unmasked Estep 
Score: -14306263.000000 Penalty: 5740.648926
	Iteration 41Q: 3 clusters Score -1.430626e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -14306283.000000 Penalty: 5740.648926
	Iteration 42Q: 3 clusters Score -1.430628e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -14306312.000000 Penalty: 5740.648926
	Iteration 43Q: 3 clusters Score -1.430631e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -14306356.000000 Penalty: 5740.648926
	Iteration 44Q: 3 clusters Score -1.430636e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -14306371.000000 Penalty: 5740.648926
	Iteration 45Q: 3 clusters Score -1.430637e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -14306396.000000 Penalty: 5740.648926
	Iteration 46Q: 3 clusters Score -1.43064e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -14306371.000000 Penalty: 5740.648926
	Iteration 47Q: 3 clusters Score -1.430637e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -14306385.000000 Penalty: 5740.648926
	Iteration 48Q: 3 clusters Score -1.430638e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -14306462.000000 Penalty: 5740.648926
	Iteration 49Q: 3 clusters Score -1.430646e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -14306498.000000 Penalty: 5740.648926
	Iteration 50Q: 3 clusters Score -1.43065e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -14306536.000000 Penalty: 5740.648926
	Iteration 51Q: 3 clusters Score -1.430654e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -14306565.000000 Penalty: 5740.648926
	Iteration 52Q: 3 clusters Score -1.430656e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -14306571.000000 Penalty: 5740.648926
	Iteration 53Q: 3 clusters Score -1.430657e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -14306595.000000 Penalty: 5740.648926
	Iteration 54Q: 3 clusters Score -1.43066e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -14306622.000000 Penalty: 5740.648926
	Iteration 55Q: 3 clusters Score -1.430662e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -14306658.000000 Penalty: 5740.648926
	Iteration 56Q: 3 clusters Score -1.430666e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -14306699.000000 Penalty: 5740.648926
	Iteration 57Q: 3 clusters Score -1.43067e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -14306703.000000 Penalty: 5740.648926
	Iteration 58Q: 3 clusters Score -1.43067e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -14306699.000000 Penalty: 5740.648926
	Iteration 59Q: 3 clusters Score -1.43067e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -14306730.000000 Penalty: 5740.648926
	Iteration 60F: 3 clusters Score -1.430673e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -14306697.000000 Penalty: 5740.648926
	Iteration 61Q: 3 clusters Score -1.43067e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -14306727.000000 Penalty: 5740.648926
	Iteration 62Q: 3 clusters Score -1.430673e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -14306736.000000 Penalty: 5740.648926
	Iteration 63Q: 3 clusters Score -1.430674e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -14306765.000000 Penalty: 5740.648926
	Iteration 64Q: 3 clusters Score -1.430676e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -14306770.000000 Penalty: 5740.648926
	Iteration 65Q: 3 clusters Score -1.430677e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -14306784.000000 Penalty: 5740.648926
	Iteration 66Q: 3 clusters Score -1.430678e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -14306806.000000 Penalty: 5740.648926
	Iteration 67Q: 3 clusters Score -1.430681e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -14306790.000000 Penalty: 5740.648926
	Iteration 68Q: 3 clusters Score -1.430679e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -14306756.000000 Penalty: 5740.648926
	Iteration 69Q: 3 clusters Score -1.430676e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -14306751.000000 Penalty: 5740.648926
	Iteration 70Q: 3 clusters Score -1.430675e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -14306784.000000 Penalty: 5740.648926
	Iteration 71Q: 3 clusters Score -1.430678e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -14306779.000000 Penalty: 5740.648926
	Iteration 72Q: 3 clusters Score -1.430678e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -14306807.000000 Penalty: 5740.648926
	Iteration 73Q: 3 clusters Score -1.430681e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -14306820.000000 Penalty: 5740.648926
	Iteration 74Q: 3 clusters Score -1.430682e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -14306842.000000 Penalty: 5740.648926
	Iteration 75Q: 3 clusters Score -1.430684e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -14306864.000000 Penalty: 5740.648926
	Iteration 76Q: 3 clusters Score -1.430686e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -14306919.000000 Penalty: 5740.648926
	Iteration 77Q: 3 clusters Score -1.430692e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -14306929.000000 Penalty: 5740.648926
	Iteration 78Q: 3 clusters Score -1.430693e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -14306940.000000 Penalty: 5740.648926
	Iteration 79Q: 3 clusters Score -1.430694e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -14306925.000000 Penalty: 5740.648926
	Iteration 80F: 3 clusters Score -1.430692e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -14306937.000000 Penalty: 5740.648926
	Iteration 81Q: 3 clusters Score -1.430694e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 89000 members 
Entering Unmasked Estep 
Score: -14306921.000000 Penalty: 5740.648926
	Iteration 82Q: 3 clusters Score -1.430692e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -14306937.000000 Penalty: 5740.648926
	Iteration 83Q: 3 clusters Score -1.430694e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -14307002.000000 Penalty: 5740.648926
	Iteration 84Q: 3 clusters Score -1.4307e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -14307066.000000 Penalty: 5740.648926
	Iteration 85Q: 3 clusters Score -1.430707e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -14307038.000000 Penalty: 5740.648926
	Iteration 86Q: 3 clusters Score -1.430704e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -14307049.000000 Penalty: 5740.648926
	Iteration 87Q: 3 clusters Score -1.430705e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -14307053.000000 Penalty: 5740.648926
	Iteration 88Q: 3 clusters Score -1.430705e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -14307006.000000 Penalty: 5740.648926
	Iteration 89Q: 3 clusters Score -1.430701e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -14307016.000000 Penalty: 5740.648926
	Iteration 90Q: 3 clusters Score -1.430702e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -14306993.000000 Penalty: 5740.648926
	Iteration 91Q: 3 clusters Score -1.430699e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -14307044.000000 Penalty: 5740.648926
	Iteration 92Q: 3 clusters Score -1.430704e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -14307053.000000 Penalty: 5740.648926
	Iteration 93Q: 3 clusters Score -1.430705e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -14307061.000000 Penalty: 5740.648926
	Iteration 94Q: 3 clusters Score -1.430706e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -14307070.000000 Penalty: 5740.648926
	Iteration 95Q: 3 clusters Score -1.430707e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -14307072.000000 Penalty: 5740.648926
	Iteration 96Q: 3 clusters Score -1.430707e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -14307175.000000 Penalty: 5740.648926
	Iteration 97Q: 3 clusters Score -1.430718e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -14307161.000000 Penalty: 5740.648926
	Iteration 98Q: 3 clusters Score -1.430716e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -14307169.000000 Penalty: 5740.648926
	Iteration 99Q: 3 clusters Score -1.430717e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -14307172.000000 Penalty: 5740.648926
	Iteration 100F: 3 clusters Score -1.430717e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -14307241.000000 Penalty: 5740.648926
	Iteration 101Q: 3 clusters Score -1.430724e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -14307422.000000 Penalty: 5740.648926
	Iteration 102Q: 3 clusters Score -1.430742e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -14307559.000000 Penalty: 5740.648926
	Iteration 103Q: 3 clusters Score -1.430756e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -14307681.000000 Penalty: 5740.648926
	Iteration 104Q: 3 clusters Score -1.430768e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -14307837.000000 Penalty: 5740.648926
	Iteration 105Q: 3 clusters Score -1.430784e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -14307950.000000 Penalty: 5740.648926
	Iteration 106Q: 3 clusters Score -1.430795e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -14307987.000000 Penalty: 5740.648926
	Iteration 107Q: 3 clusters Score -1.430799e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -14308006.000000 Penalty: 5740.648926
	Iteration 108Q: 3 clusters Score -1.430801e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -14308036.000000 Penalty: 5740.648926
	Iteration 109Q: 3 clusters Score -1.430804e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -14308072.000000 Penalty: 5740.648926
	Iteration 110Q: 3 clusters Score -1.430807e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -14308087.000000 Penalty: 5740.648926
	Iteration 111Q: 3 clusters Score -1.430809e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -14308161.000000 Penalty: 5740.648926
	Iteration 112Q: 3 clusters Score -1.430816e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -14308218.000000 Penalty: 5740.648926
	Iteration 113Q: 3 clusters Score -1.430822e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -14308232.000000 Penalty: 5740.648926
	Iteration 114Q: 3 clusters Score -1.430823e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -14308280.000000 Penalty: 5740.648926
	Iteration 115Q: 3 clusters Score -1.430828e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -14308295.000000 Penalty: 5740.648926
	Iteration 116Q: 3 clusters Score -1.43083e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -14308361.000000 Penalty: 5740.648926
	Iteration 117Q: 3 clusters Score -1.430836e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -14308372.000000 Penalty: 5740.648926
	Iteration 118Q: 3 clusters Score -1.430837e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -14308394.000000 Penalty: 5740.648926
	Iteration 119Q: 3 clusters Score -1.430839e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -14308445.000000 Penalty: 5740.648926
	Iteration 120F: 3 clusters Score -1.430844e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -14308468.000000 Penalty: 5740.648926
	Iteration 121Q: 3 clusters Score -1.430847e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -14308514.000000 Penalty: 5740.648926
	Iteration 122Q: 3 clusters Score -1.430851e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -14308521.000000 Penalty: 5740.648926
	Iteration 123Q: 3 clusters Score -1.430852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -14308515.000000 Penalty: 5740.648926
	Iteration 124Q: 3 clusters Score -1.430852e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -14308576.000000 Penalty: 5740.648926
	Iteration 125Q: 3 clusters Score -1.430858e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -14308597.000000 Penalty: 5740.648926
	Iteration 126Q: 3 clusters Score -1.43086e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -14308608.000000 Penalty: 5740.648926
	Iteration 127Q: 3 clusters Score -1.430861e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -14308610.000000 Penalty: 5740.648926
	Iteration 128Q: 3 clusters Score -1.430861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -14308623.000000 Penalty: 5740.648926
	Iteration 129Q: 3 clusters Score -1.430862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -14308636.000000 Penalty: 5740.648926
	Iteration 130Q: 3 clusters Score -1.430864e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -14308645.000000 Penalty: 5740.648926
	Iteration 131Q: 3 clusters Score -1.430864e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -14308659.000000 Penalty: 5740.648926
	Iteration 132Q: 3 clusters Score -1.430866e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -14308667.000000 Penalty: 5740.648926
	Iteration 133Q: 3 clusters Score -1.430867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -14308671.000000 Penalty: 5740.648926
	Iteration 134Q: 3 clusters Score -1.430867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -14308688.000000 Penalty: 5740.648926
	Iteration 135Q: 3 clusters Score -1.430869e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -14308695.000000 Penalty: 5740.648926
	Iteration 136Q: 3 clusters Score -1.43087e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -14308693.000000 Penalty: 5740.648926
	Iteration 137Q: 3 clusters Score -1.430869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 103262 members 
Entering Unmasked Estep 
Score: -14308696.000000 Penalty: 5740.648926
	Iteration 138Q: 3 clusters Score -1.43087e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -14308713.000000 Penalty: 5740.648926
	Iteration 139Q: 3 clusters Score -1.430871e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -14308730.000000 Penalty: 5740.648926
	Iteration 140F: 3 clusters Score -1.430873e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -14308714.000000 Penalty: 5740.648926
	Iteration 141Q: 3 clusters Score -1.430871e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -14308723.000000 Penalty: 5740.648926
	Iteration 142Q: 3 clusters Score -1.430872e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -14308724.000000 Penalty: 5740.648926
	Iteration 143Q: 3 clusters Score -1.430872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -14308740.000000 Penalty: 5740.648926
	Iteration 144Q: 3 clusters Score -1.430874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -14308740.000000 Penalty: 5740.648926
	Iteration 145Q: 3 clusters Score -1.430874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -14308754.000000 Penalty: 5740.648926
	Iteration 146Q: 3 clusters Score -1.430875e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -14308753.000000 Penalty: 5740.648926
	Iteration 147Q: 3 clusters Score -1.430875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -14308753.000000 Penalty: 5740.648926
	Iteration 148Q: 3 clusters Score -1.430875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -14308749.000000 Penalty: 5740.648926
	Iteration 149Q: 3 clusters Score -1.430875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -14308751.000000 Penalty: 5740.648926
	Iteration 150Q: 3 clusters Score -1.430875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -14308753.000000 Penalty: 5740.648926
	Iteration 151Q: 3 clusters Score -1.430875e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -14308765.000000 Penalty: 5740.648926
	Iteration 152Q: 3 clusters Score -1.430876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -14308749.000000 Penalty: 5740.648926
	Iteration 153Q: 3 clusters Score -1.430875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -14308762.000000 Penalty: 5740.648926
	Iteration 154Q: 3 clusters Score -1.430876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -14308764.000000 Penalty: 5740.648926
	Iteration 155Q: 3 clusters Score -1.430876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -14308763.000000 Penalty: 5740.648926
	Iteration 156Q: 3 clusters Score -1.430876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -14308767.000000 Penalty: 5740.648926
	Iteration 157Q: 3 clusters Score -1.430877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -14308770.000000 Penalty: 5740.648926
	Iteration 158Q: 3 clusters Score -1.430877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -14308792.000000 Penalty: 5740.648926
	Iteration 159Q: 3 clusters Score -1.430879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -14308781.000000 Penalty: 5740.648926
	Iteration 160F: 3 clusters Score -1.430878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -14308783.000000 Penalty: 5740.648926
	Iteration 161Q: 3 clusters Score -1.430878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -14308779.000000 Penalty: 5740.648926
	Iteration 162Q: 3 clusters Score -1.430878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -14308774.000000 Penalty: 5740.648926
	Iteration 163Q: 3 clusters Score -1.430877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -14308773.000000 Penalty: 5740.648926
	Iteration 164Q: 3 clusters Score -1.430877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -14308762.000000 Penalty: 5740.648926
	Iteration 165Q: 3 clusters Score -1.430876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -14308763.000000 Penalty: 5740.648926
	Iteration 166Q: 3 clusters Score -1.430876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -14308780.000000 Penalty: 5740.648926
	Iteration 167Q: 3 clusters Score -1.430878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -14308766.000000 Penalty: 5740.648926
	Iteration 168Q: 3 clusters Score -1.430877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -14308777.000000 Penalty: 5740.648926
	Iteration 169Q: 3 clusters Score -1.430878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -14308782.000000 Penalty: 5740.648926
	Iteration 170Q: 3 clusters Score -1.430878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -14308782.000000 Penalty: 5740.648926
	Iteration 171Q: 3 clusters Score -1.430878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -14308786.000000 Penalty: 5740.648926
	Iteration 172Q: 3 clusters Score -1.430879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -14308782.000000 Penalty: 5740.648926
	Iteration 173Q: 3 clusters Score -1.430878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -14308780.000000 Penalty: 5740.648926
	Iteration 174Q: 3 clusters Score -1.430878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -14308785.000000 Penalty: 5740.648926
	Iteration 175Q: 3 clusters Score -1.430878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 103980 members 
Entering Unmasked Estep 
Score: -14308791.000000 Penalty: 5740.648926
	Iteration 176Q: 3 clusters Score -1.430879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -14308790.000000 Penalty: 5740.648926
	Iteration 177Q: 3 clusters Score -1.430879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -14308792.000000 Penalty: 5740.648926
	Iteration 178Q: 3 clusters Score -1.430879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -14308795.000000 Penalty: 5740.648926
	Iteration 179Q: 3 clusters Score -1.43088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -14308791.000000 Penalty: 5740.648926
	Iteration 180F: 3 clusters Score -1.430879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -14308802.000000 Penalty: 5740.648926
	Iteration 181Q: 3 clusters Score -1.43088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -14308794.000000 Penalty: 5740.648926
	Iteration 182Q: 3 clusters Score -1.430879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 104005 members 
Entering Unmasked Estep 
Score: -14308790.000000 Penalty: 5740.648926
	Iteration 183Q: 3 clusters Score -1.430879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -14308804.000000 Penalty: 5740.648926
	Iteration 184Q: 3 clusters Score -1.43088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -14308789.000000 Penalty: 5740.648926
	Iteration 185Q: 3 clusters Score -1.430879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -14308798.000000 Penalty: 5740.648926
	Iteration 186Q: 3 clusters Score -1.43088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -14308797.000000 Penalty: 5740.648926
	Iteration 187Q: 3 clusters Score -1.43088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -14308783.000000 Penalty: 5740.648926
	Iteration 188Q: 3 clusters Score -1.430878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -14308804.000000 Penalty: 5740.648926
	Iteration 189Q: 3 clusters Score -1.43088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -14308804.000000 Penalty: 5740.648926
	Iteration 190F: 3 clusters Score -1.43088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 117079 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 25266 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 18423 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28972 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51480 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28943 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 48539 members 
Mstep: Class 27 contains 106286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778340.000000 Penalty: 84298.257812
Iteration 479Q: 27 clusters Score -6.277834e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 116931 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 25257 members 
Mstep: Class 11 contains 20983 members 
Mstep: Class 12 contains 18410 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28974 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51475 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28876 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 48728 members 
Mstep: Class 27 contains 106331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778684.000000 Penalty: 84298.257812
Iteration 480F: 27 clusters Score -6.277868e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6631 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 116124 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 25241 members 
Mstep: Class 11 contains 20979 members 
Mstep: Class 12 contains 18398 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28972 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51469 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28783 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 49633 members 
Mstep: Class 27 contains 106366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778760.000000 Penalty: 84298.257812
Iteration 481Q: 27 clusters Score -6.277876e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 115706 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 25200 members 
Mstep: Class 11 contains 20980 members 
Mstep: Class 12 contains 18382 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28966 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51471 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28518 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 50356 members 
Mstep: Class 27 contains 106391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778692.000000 Penalty: 84298.257812
Iteration 482Q: 27 clusters Score -6.277869e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 115511 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 25160 members 
Mstep: Class 11 contains 20982 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28961 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51480 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28132 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 50941 members 
Mstep: Class 27 contains 106444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778724.000000 Penalty: 84298.257812
Iteration 483Q: 27 clusters Score -6.277872e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 115443 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 25122 members 
Mstep: Class 11 contains 20984 members 
Mstep: Class 12 contains 18367 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28971 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51487 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 27702 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 51474 members 
Mstep: Class 27 contains 106438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778440.000000 Penalty: 84298.257812
Iteration 484Q: 27 clusters Score -6.277844e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 115485 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 25095 members 
Mstep: Class 11 contains 20984 members 
Mstep: Class 12 contains 18364 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28978 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51497 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 27155 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 51993 members 
Mstep: Class 27 contains 106446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778292.000000 Penalty: 84298.257812
Iteration 485Q: 27 clusters Score -6.277829e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 115580 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 25068 members 
Mstep: Class 11 contains 20986 members 
Mstep: Class 12 contains 18356 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28984 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51515 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 26588 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 52483 members 
Mstep: Class 27 contains 106449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778088.000000 Penalty: 84298.257812
Iteration 486Q: 27 clusters Score -6.277809e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 115767 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 25039 members 
Mstep: Class 11 contains 20992 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51529 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 25927 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 53001 members 
Mstep: Class 27 contains 106413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778076.000000 Penalty: 84298.257812
Iteration 487Q: 27 clusters Score -6.277808e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 115992 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 25017 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 28995 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51552 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 25149 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 53620 members 
Mstep: Class 27 contains 106346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777992.000000 Penalty: 84298.257812
Iteration 488Q: 27 clusters Score -6.277799e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 116247 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 24990 members 
Mstep: Class 11 contains 21009 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 29004 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51560 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 24355 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 54242 members 
Mstep: Class 27 contains 106263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777772.000000 Penalty: 84298.257812
Iteration 489Q: 27 clusters Score -6.277777e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 116558 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 24972 members 
Mstep: Class 11 contains 21022 members 
Mstep: Class 12 contains 18347 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 29010 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51573 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 23493 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 54870 members 
Mstep: Class 27 contains 106159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777428.000000 Penalty: 84298.257812
Iteration 490Q: 27 clusters Score -6.277743e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 116867 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 24959 members 
Mstep: Class 11 contains 21025 members 
Mstep: Class 12 contains 18350 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 29017 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51597 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 22609 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 55506 members 
Mstep: Class 27 contains 106068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777160.000000 Penalty: 84298.257812
Iteration 491Q: 27 clusters Score -6.277716e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 117253 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 24954 members 
Mstep: Class 11 contains 21028 members 
Mstep: Class 12 contains 18358 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 29041 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51608 members 
Mstep: Class 21 contains 2783 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 21643 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 56141 members 
Mstep: Class 27 contains 105955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777044.000000 Penalty: 84298.257812
Iteration 492Q: 27 clusters Score -6.277704e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 117696 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 24939 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 18387 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29055 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51642 members 
Mstep: Class 21 contains 2782 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 20690 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 56692 members 
Mstep: Class 27 contains 105824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776828.000000 Penalty: 84298.257812
Iteration 493Q: 27 clusters Score -6.277683e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 118160 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 24933 members 
Mstep: Class 11 contains 21056 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29076 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51667 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 19650 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 57266 members 
Mstep: Class 27 contains 105726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776908.000000 Penalty: 84298.257812
Iteration 494Q: 27 clusters Score -6.277691e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 6670 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 118557 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 24936 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51693 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 18622 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 57878 members 
Mstep: Class 27 contains 105641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776608.000000 Penalty: 84298.257812
Iteration 495Q: 27 clusters Score -6.277661e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6686 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 118948 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 24943 members 
Mstep: Class 11 contains 21070 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29107 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51739 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 17619 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 58452 members 
Mstep: Class 27 contains 105558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776576.000000 Penalty: 84298.257812
Iteration 496Q: 27 clusters Score -6.277658e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 119311 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 24971 members 
Mstep: Class 11 contains 21072 members 
Mstep: Class 12 contains 18491 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29121 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51762 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 16709 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 58993 members 
Mstep: Class 27 contains 105467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776284.000000 Penalty: 84298.257812
Iteration 497Q: 27 clusters Score -6.277628e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 119655 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 25016 members 
Mstep: Class 11 contains 21078 members 
Mstep: Class 12 contains 18516 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29148 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51787 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 15796 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 59462 members 
Mstep: Class 27 contains 105418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776276.000000 Penalty: 84298.257812
Iteration 498Q: 27 clusters Score -6.277628e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 120013 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 25060 members 
Mstep: Class 11 contains 21091 members 
Mstep: Class 12 contains 18536 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51815 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 14915 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 59902 members 
Mstep: Class 27 contains 105369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776152.000000 Penalty: 84298.257812
Iteration 499Q: 27 clusters Score -6.277615e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 120308 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 25099 members 
Mstep: Class 11 contains 21107 members 
Mstep: Class 12 contains 18547 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 29190 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 51846 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 13993 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 60436 members 
Mstep: Class 27 contains 105323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776084.000000 Penalty: 84298.257812
Iteration 500F: 27 clusters Score -6.277608e+07 nChanged 1513
Maximum iterations exceeded
--- Evaluating fit on full set of 1428540 points ---
Entering Unmasked Estep 
Score: -188057168.000000 Penalty: 91382.109375
21->27 Clusters: Score -188057168.000000, best is -188029136.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 476180 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 22649 members 
Mstep: Class 3 contains 22522 members 
Mstep: Class 4 contains 22679 members 
Mstep: Class 5 contains 23015 members 
Mstep: Class 6 contains 22531 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 22536 members 
Mstep: Class 9 contains 22746 members 
Mstep: Class 10 contains 22768 members 
Mstep: Class 11 contains 22721 members 
Mstep: Class 12 contains 22688 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 22896 members 
Mstep: Class 15 contains 22534 members 
Mstep: Class 16 contains 22675 members 
Mstep: Class 17 contains 22444 members 
Mstep: Class 18 contains 22498 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 22888 members 
Mstep: Class 21 contains 22486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 357.073975 but Gain 3242.242188
Score: -59759460.000000 Penalty: 64844.812500
Iteration 0F: 21 clusters Score -5.975946e+07 nChanged 452331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2309 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 20256 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 9478 members 
Mstep: Class 7 contains 48320 members 
Mstep: Class 8 contains 34781 members 
Mstep: Class 9 contains 23415 members 
Mstep: Class 10 contains 16963 members 
Mstep: Class 12 contains 17993 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 36980 members 
Mstep: Class 15 contains 92432 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 115122 members 
Mstep: Class 21 contains 7164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1892.854492 but Gain 3242.238281
Score: -61897656.000000 Penalty: 61602.574219
Iteration 1F: 20 clusters Score -6.189766e+07 nChanged 164421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2203 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10090 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 10676 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 42748 members 
Mstep: Class 8 contains 31041 members 
Mstep: Class 9 contains 16357 members 
Mstep: Class 10 contains 14812 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 33142 members 
Mstep: Class 15 contains 99239 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 171567 members 
Mstep: Class 21 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1839.724487 but Gain 3242.242188
Score: -62183792.000000 Penalty: 58360.332031
Iteration 2F: 19 clusters Score -6.218379e+07 nChanged 112636
Entering Unmasked Mstep 
Mstep: Class 0 contains 2157 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 5393 members 
Mstep: Class 7 contains 36888 members 
Mstep: Class 8 contains 21999 members 
Mstep: Class 9 contains 13567 members 
Mstep: Class 10 contains 19472 members 
Mstep: Class 12 contains 9997 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 85028 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 219043 members 
Mstep: Class 21 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2162.111816 but Gain 3242.242188
Score: -62321464.000000 Penalty: 55118.089844
Iteration 3F: 18 clusters Score -6.232146e+07 nChanged 82068
Entering Unmasked Mstep 
Mstep: Class 0 contains 2120 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 5 contains 4474 members 
Mstep: Class 7 contains 28659 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 13582 members 
Mstep: Class 10 contains 25336 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 25462 members 
Mstep: Class 15 contains 64310 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 256642 members 
Mstep: Class 21 contains 6792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2651.285645 but Gain 3242.238281
Score: -62391568.000000 Penalty: 51875.851562
Iteration 4F: 17 clusters Score -6.239157e+07 nChanged 59651
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 7 contains 22803 members 
Mstep: Class 8 contains 10128 members 
Mstep: Class 9 contains 14215 members 
Mstep: Class 10 contains 30429 members 
Mstep: Class 12 contains 10020 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 26025 members 
Mstep: Class 15 contains 47190 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 277090 members 
Mstep: Class 21 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62522484.000000 Penalty: 51875.851562
Iteration 5F: 17 clusters Score -6.252248e+07 nChanged 40128
Entering Unmasked Mstep 
Mstep: Class 0 contains 706 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16341 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 5 contains 3459 members 
Mstep: Class 7 contains 21335 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 34614 members 
Mstep: Class 12 contains 11313 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 28101 members 
Mstep: Class 15 contains 36904 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 19 contains 3002 members 
Mstep: Class 20 contains 282619 members 
Mstep: Class 21 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62574664.000000 Penalty: 51875.851562
Iteration 6F: 17 clusters Score -6.257466e+07 nChanged 28908
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17868 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 7 contains 21927 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 15315 members 
Mstep: Class 10 contains 37959 members 
Mstep: Class 12 contains 12485 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 29451 members 
Mstep: Class 15 contains 30031 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 19 contains 3224 members 
Mstep: Class 20 contains 283632 members 
Mstep: Class 21 contains 4249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62615096.000000 Penalty: 51875.851562
Iteration 7F: 17 clusters Score -6.26151e+07 nChanged 21677
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 7 contains 23420 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 15672 members 
Mstep: Class 10 contains 40677 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 14 contains 30250 members 
Mstep: Class 15 contains 25132 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 282393 members 
Mstep: Class 21 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2965.348389 but Gain 3242.242188
Score: -62629688.000000 Penalty: 48633.609375
Iteration 8Q: 16 clusters Score -6.262969e+07 nChanged 19843
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19702 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 7 contains 25108 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 16071 members 
Mstep: Class 10 contains 44676 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 14 contains 30702 members 
Mstep: Class 15 contains 21696 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 280936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643684.000000 Penalty: 48633.609375
Iteration 9Q: 16 clusters Score -6.264368e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20240 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 7 contains 26381 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 15904 members 
Mstep: Class 10 contains 46819 members 
Mstep: Class 12 contains 15231 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 31018 members 
Mstep: Class 15 contains 19293 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 277777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653632.000000 Penalty: 48633.609375
Iteration 10Q: 16 clusters Score -6.265363e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20631 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 7 contains 27447 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 15655 members 
Mstep: Class 10 contains 48672 members 
Mstep: Class 12 contains 15882 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 31213 members 
Mstep: Class 15 contains 17548 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 20 contains 274824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62661496.000000 Penalty: 48633.609375
Iteration 11Q: 16 clusters Score -6.26615e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20874 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 5 contains 5046 members 
Mstep: Class 7 contains 28313 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 15286 members 
Mstep: Class 10 contains 50236 members 
Mstep: Class 12 contains 16458 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 31382 members 
Mstep: Class 15 contains 16323 members 
Mstep: Class 17 contains 3193 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 272155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62668148.000000 Penalty: 48633.609375
Iteration 12Q: 16 clusters Score -6.266815e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21078 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 5 contains 5393 members 
Mstep: Class 7 contains 29029 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 51629 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 31514 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 269697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62673936.000000 Penalty: 48633.609375
Iteration 13Q: 16 clusters Score -6.267394e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21216 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 7 contains 29630 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 52853 members 
Mstep: Class 12 contains 17415 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 31581 members 
Mstep: Class 15 contains 14798 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 267534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62679264.000000 Penalty: 48633.609375
Iteration 14Q: 16 clusters Score -6.267926e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 54029 members 
Mstep: Class 12 contains 17806 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 31635 members 
Mstep: Class 15 contains 14219 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 19 contains 6911 members 
Mstep: Class 20 contains 265741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62684584.000000 Penalty: 48633.609375
Iteration 15Q: 16 clusters Score -6.268458e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21341 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 7 contains 30247 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 13251 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 12 contains 18136 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 31677 members 
Mstep: Class 15 contains 13770 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 19 contains 7229 members 
Mstep: Class 20 contains 264262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62689816.000000 Penalty: 48633.609375
Iteration 16Q: 16 clusters Score -6.268982e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21385 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 12679 members 
Mstep: Class 10 contains 56014 members 
Mstep: Class 12 contains 18494 members 
Mstep: Class 13 contains 4321 members 
Mstep: Class 14 contains 31699 members 
Mstep: Class 15 contains 13384 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 262992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62692860.000000 Penalty: 48633.609375
Iteration 17Q: 16 clusters Score -6.269286e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 7 contains 30381 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 12158 members 
Mstep: Class 10 contains 56833 members 
Mstep: Class 12 contains 18794 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 31765 members 
Mstep: Class 15 contains 13038 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 261972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62695548.000000 Penalty: 48633.609375
Iteration 18Q: 16 clusters Score -6.269555e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 7 contains 30414 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 11658 members 
Mstep: Class 10 contains 57498 members 
Mstep: Class 12 contains 19063 members 
Mstep: Class 13 contains 4442 members 
Mstep: Class 14 contains 31800 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 261134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62697332.000000 Penalty: 48633.609375
Iteration 19Q: 16 clusters Score -6.269733e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21441 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 7 contains 30446 members 
Mstep: Class 8 contains 2056 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 58041 members 
Mstep: Class 12 contains 19326 members 
Mstep: Class 13 contains 4496 members 
Mstep: Class 14 contains 31823 members 
Mstep: Class 15 contains 12585 members 
Mstep: Class 17 contains 3856 members 
Mstep: Class 19 contains 8248 members 
Mstep: Class 20 contains 260418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62699132.000000 Penalty: 48633.609375
Iteration 20F: 16 clusters Score -6.269913e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21438 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 7 contains 30564 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 10736 members 
Mstep: Class 10 contains 58485 members 
Mstep: Class 12 contains 19554 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 31845 members 
Mstep: Class 15 contains 12445 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 19 contains 8404 members 
Mstep: Class 20 contains 259703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62701148.000000 Penalty: 48633.609375
Iteration 21Q: 16 clusters Score -6.270115e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 21450 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 7 contains 30698 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 58812 members 
Mstep: Class 12 contains 19807 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 31856 members 
Mstep: Class 15 contains 12334 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 19 contains 8543 members 
Mstep: Class 20 contains 259058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62702988.000000 Penalty: 48633.609375
Iteration 22Q: 16 clusters Score -6.270299e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21479 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 5 contains 8234 members 
Mstep: Class 7 contains 30792 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 9861 members 
Mstep: Class 10 contains 59044 members 
Mstep: Class 12 contains 20066 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 31872 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 20 contains 258508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62704224.000000 Penalty: 48633.609375
Iteration 23Q: 16 clusters Score -6.270422e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21486 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 5 contains 8431 members 
Mstep: Class 7 contains 30958 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 9450 members 
Mstep: Class 10 contains 59202 members 
Mstep: Class 12 contains 20340 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 31898 members 
Mstep: Class 15 contains 12182 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 19 contains 8785 members 
Mstep: Class 20 contains 257970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62705080.000000 Penalty: 48633.609375
Iteration 24Q: 16 clusters Score -6.270508e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21493 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 5 contains 8597 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 59308 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 31908 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 257493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62705640.000000 Penalty: 48633.609375
Iteration 25Q: 16 clusters Score -6.270564e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21510 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 8733 members 
Mstep: Class 7 contains 31236 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 8741 members 
Mstep: Class 10 contains 59356 members 
Mstep: Class 12 contains 20837 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 31915 members 
Mstep: Class 15 contains 12090 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 257153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62706380.000000 Penalty: 48633.609375
Iteration 26Q: 16 clusters Score -6.270638e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21513 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 7 contains 31311 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 59396 members 
Mstep: Class 12 contains 21061 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 31929 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 256898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62706644.000000 Penalty: 48633.609375
Iteration 27Q: 16 clusters Score -6.270664e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21524 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 8950 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 59457 members 
Mstep: Class 12 contains 21268 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 31935 members 
Mstep: Class 15 contains 11966 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 19 contains 9082 members 
Mstep: Class 20 contains 256645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707348.000000 Penalty: 48633.609375
Iteration 28Q: 16 clusters Score -6.270735e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21531 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 7 contains 31441 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 59511 members 
Mstep: Class 12 contains 21480 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 31947 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 256377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707844.000000 Penalty: 48633.609375
Iteration 29Q: 16 clusters Score -6.270784e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21544 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9137 members 
Mstep: Class 7 contains 31532 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 59588 members 
Mstep: Class 12 contains 21675 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 11876 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 19 contains 9170 members 
Mstep: Class 20 contains 256118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708164.000000 Penalty: 48633.609375
Iteration 30Q: 16 clusters Score -6.270816e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 21552 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9206 members 
Mstep: Class 7 contains 31595 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 59643 members 
Mstep: Class 12 contains 21853 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 31994 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 19 contains 9211 members 
Mstep: Class 20 contains 255919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62708608.000000 Penalty: 48633.609375
Iteration 31Q: 16 clusters Score -6.270861e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 7 contains 31657 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 7087 members 
Mstep: Class 10 contains 59719 members 
Mstep: Class 12 contains 22012 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 32024 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 19 contains 9252 members 
Mstep: Class 20 contains 255716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62709016.000000 Penalty: 48633.609375
Iteration 32Q: 16 clusters Score -6.270902e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21567 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9322 members 
Mstep: Class 7 contains 31711 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 59794 members 
Mstep: Class 12 contains 22183 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 32044 members 
Mstep: Class 15 contains 11664 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 255483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62709460.000000 Penalty: 48633.609375
Iteration 33Q: 16 clusters Score -6.270946e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21570 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9384 members 
Mstep: Class 7 contains 31766 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 59844 members 
Mstep: Class 12 contains 22304 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 32058 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 255247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62709900.000000 Penalty: 48633.609375
Iteration 34Q: 16 clusters Score -6.27099e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21561 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 7 contains 31799 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 59892 members 
Mstep: Class 12 contains 22432 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 32075 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 19 contains 9364 members 
Mstep: Class 20 contains 255061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62710164.000000 Penalty: 48633.609375
Iteration 35Q: 16 clusters Score -6.271016e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21556 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 7 contains 31827 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 59917 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 32070 members 
Mstep: Class 15 contains 11523 members 
Mstep: Class 17 contains 4084 members 
Mstep: Class 19 contains 9396 members 
Mstep: Class 20 contains 254890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62710380.000000 Penalty: 48633.609375
Iteration 36Q: 16 clusters Score -6.271038e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21555 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9532 members 
Mstep: Class 7 contains 31841 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 59945 members 
Mstep: Class 12 contains 22706 members 
Mstep: Class 13 contains 4822 members 
Mstep: Class 14 contains 32069 members 
Mstep: Class 15 contains 11476 members 
Mstep: Class 17 contains 4091 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 254767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62710480.000000 Penalty: 48633.609375
Iteration 37Q: 16 clusters Score -6.271048e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 9572 members 
Mstep: Class 7 contains 31849 members 
Mstep: Class 8 contains 3084 members 
Mstep: Class 9 contains 6235 members 
Mstep: Class 10 contains 59972 members 
Mstep: Class 12 contains 22818 members 
Mstep: Class 13 contains 4825 members 
Mstep: Class 14 contains 32071 members 
Mstep: Class 15 contains 11439 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 254640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62710672.000000 Penalty: 48633.609375
Iteration 38Q: 16 clusters Score -6.271067e+07 nChanged 862
Entering ConstructFrom: 
Score: -62710672.000000 Penalty: 48633.609375
Entering ConstructFrom: 
Trying to split cluster 1 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -217603.406250 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -217603.4 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 844 members 
Entering Unmasked Estep 
Score: -215223.078125 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -215223.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -215604.828125 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -215604.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -215688.468750 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -215688.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215750.984375 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -215751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215792.937500 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -215792.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -215819.578125 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -215819.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -215843.203125 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -215843.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215858.875000 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -215858.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -215871.093750 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -215871.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -215878.890625 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -215878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -215884.437500 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -215884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215893.531250 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -215893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215898.921875 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -215898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -215904.078125 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -215904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -215904.750000 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -215904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215906.593750 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -215906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215907.125000 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -215907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215907.859375 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -215907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215907.859375 Penalty: 3688.269775
	Iteration 18F: 3 clusters Score -215907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Entering Unmasked Estep 
Score: -2913697.000000 Penalty: 2474.576660
	Iteration 0F: 2 clusters Score -2913697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2898591.500000 Penalty: 4949.153320
	Iteration 0F: 3 clusters Score -2898592 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2903670.750000 Penalty: 4949.153320
	Iteration 1F: 3 clusters Score -2903671 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2904131.500000 Penalty: 4949.153320
	Iteration 2F: 3 clusters Score -2904132 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2904565.750000 Penalty: 4949.153320
	Iteration 3Q: 3 clusters Score -2904566 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2905012.250000 Penalty: 4949.153320
	Iteration 4Q: 3 clusters Score -2905012 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2905495.750000 Penalty: 4949.153320
	Iteration 5Q: 3 clusters Score -2905496 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2906023.750000 Penalty: 4949.153320
	Iteration 6Q: 3 clusters Score -2906024 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2906733.000000 Penalty: 4949.153320
	Iteration 7F: 3 clusters Score -2906733 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2907640.000000 Penalty: 4949.153320
	Iteration 8F: 3 clusters Score -2907640 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2908577.500000 Penalty: 4949.153320
	Iteration 9F: 3 clusters Score -2908578 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2909431.500000 Penalty: 4949.153320
	Iteration 10F: 3 clusters Score -2909432 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2910158.250000 Penalty: 4949.153320
	Iteration 11Q: 3 clusters Score -2910158 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2910688.250000 Penalty: 4949.153320
	Iteration 12Q: 3 clusters Score -2910688 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2911045.500000 Penalty: 4949.153320
	Iteration 13Q: 3 clusters Score -2911046 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2911259.750000 Penalty: 4949.153320
	Iteration 14Q: 3 clusters Score -2911260 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2911370.250000 Penalty: 4949.153320
	Iteration 15Q: 3 clusters Score -2911370 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2911459.750000 Penalty: 4949.153320
	Iteration 16Q: 3 clusters Score -2911460 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2911497.000000 Penalty: 4949.153320
	Iteration 17Q: 3 clusters Score -2911497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2911529.500000 Penalty: 4949.153320
	Iteration 18Q: 3 clusters Score -2911530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2911550.500000 Penalty: 4949.153320
	Iteration 19Q: 3 clusters Score -2911550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2911567.250000 Penalty: 4949.153320
	Iteration 20F: 3 clusters Score -2911567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2911581.750000 Penalty: 4949.153320
	Iteration 21Q: 3 clusters Score -2911582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2911580.500000 Penalty: 4949.153320
	Iteration 22Q: 3 clusters Score -2911580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2911588.000000 Penalty: 4949.153320
	Iteration 23Q: 3 clusters Score -2911588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2911593.000000 Penalty: 4949.153320
	Iteration 24Q: 3 clusters Score -2911593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2911593.750000 Penalty: 4949.153320
	Iteration 25Q: 3 clusters Score -2911594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2911606.250000 Penalty: 4949.153320
	Iteration 26Q: 3 clusters Score -2911606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2911605.500000 Penalty: 4949.153320
	Iteration 27Q: 3 clusters Score -2911606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2911605.000000 Penalty: 4949.153320
	Iteration 28Q: 3 clusters Score -2911605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2911612.500000 Penalty: 4949.153320
	Iteration 29Q: 3 clusters Score -2911612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2911616.000000 Penalty: 4949.153320
	Iteration 30Q: 3 clusters Score -2911616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2911619.500000 Penalty: 4949.153320
	Iteration 31Q: 3 clusters Score -2911620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2911621.250000 Penalty: 4949.153320
	Iteration 32Q: 3 clusters Score -2911621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2911618.000000 Penalty: 4949.153320
	Iteration 33Q: 3 clusters Score -2911618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2911619.250000 Penalty: 4949.153320
	Iteration 34Q: 3 clusters Score -2911619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2911621.000000 Penalty: 4949.153320
	Iteration 35Q: 3 clusters Score -2911621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2911620.500000 Penalty: 4949.153320
	Iteration 36Q: 3 clusters Score -2911620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2911619.500000 Penalty: 4949.153320
	Iteration 37Q: 3 clusters Score -2911620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2911623.250000 Penalty: 4949.153320
	Iteration 38Q: 3 clusters Score -2911623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2911617.750000 Penalty: 4949.153320
	Iteration 39Q: 3 clusters Score -2911618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2911616.500000 Penalty: 4949.153320
	Iteration 40F: 3 clusters Score -2911616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2911618.250000 Penalty: 4949.153320
	Iteration 41Q: 3 clusters Score -2911618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2911615.750000 Penalty: 4949.153320
	Iteration 42Q: 3 clusters Score -2911616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2911615.750000 Penalty: 4949.153320
	Iteration 43F: 3 clusters Score -2911616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -264669.125000 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -264669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -262302.718750 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -262302.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265735.906250 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -265735.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267169.531250 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -267169.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -268512.843750 Penalty: 3906.812744
	Iteration 3F: 3 clusters Score -268512.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -269746.468750 Penalty: 3906.812744
	Iteration 4F: 3 clusters Score -269746.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -270842.562500 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -270842.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271711.687500 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -271711.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -273013.031250 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -273013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273118.343750 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -273118.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -273178.625000 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -273178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -273269.468750 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -273269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -273305.562500 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -273305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -273307.781250 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -273307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273309.687500 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -273309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273357.187500 Penalty: 3906.812744
	Iteration 14F: 3 clusters Score -273357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -273407.906250 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -273407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -273431.687500 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -273431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -273432.812500 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -273432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -273437.625000 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -273437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273438.406250 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -273438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273438.406250 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -273438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 7 contains 31858 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 59990 members 
Mstep: Class 12 contains 22908 members 
Mstep: Class 13 contains 4828 members 
Mstep: Class 14 contains 32077 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 254564 members 
Entering Unmasked Estep 
Score: -62718180.000000 Penalty: 51875.851562
Splitting cluster 3 changes total score from -62710672.000000 to -62718180.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1235281.000000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1235281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1227866.375000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1227866 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1229983.500000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1229984 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1230458.875000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1230459 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1230982.750000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1230983 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1231473.875000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -1231474 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1231950.625000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -1231951 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1232357.250000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -1232357 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1232650.375000 Penalty: 4548.236328
	Iteration 7F: 3 clusters Score -1232650 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1232830.875000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -1232831 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1232936.250000 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -1232936 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1233006.000000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1233006 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1233083.750000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1233084 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1233125.750000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1233126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1233155.750000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1233156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1233178.375000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1233178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1233190.000000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1233190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1233202.375000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1233202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1233214.500000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1233214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1233226.500000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1233226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1233233.250000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1233233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1233244.000000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1233244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1233250.750000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1233251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1233256.500000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1233256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1233261.875000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1233262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1233261.625000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1233262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1233262.000000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1233262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1233266.250000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1233266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1233270.250000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1233270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1233276.625000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1233277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1233280.875000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1233281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1233281.500000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1233282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1233288.625000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -1233289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1233289.250000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -1233289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1233292.625000 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -1233293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1233295.625000 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -1233296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1233299.750000 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -1233300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1233302.625000 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -1233303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1233303.250000 Penalty: 4548.236328
	Iteration 37Q: 3 clusters Score -1233303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1233306.625000 Penalty: 4548.236328
	Iteration 38Q: 3 clusters Score -1233307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1233310.000000 Penalty: 4548.236328
	Iteration 39Q: 3 clusters Score -1233310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1233317.375000 Penalty: 4548.236328
	Iteration 40F: 3 clusters Score -1233317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1233322.125000 Penalty: 4548.236328
	Iteration 41Q: 3 clusters Score -1233322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1233322.625000 Penalty: 4548.236328
	Iteration 42Q: 3 clusters Score -1233323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1233328.000000 Penalty: 4548.236328
	Iteration 43Q: 3 clusters Score -1233328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1233330.500000 Penalty: 4548.236328
	Iteration 44Q: 3 clusters Score -1233330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1233330.125000 Penalty: 4548.236328
	Iteration 45Q: 3 clusters Score -1233330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1233334.250000 Penalty: 4548.236328
	Iteration 46Q: 3 clusters Score -1233334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1233340.250000 Penalty: 4548.236328
	Iteration 47Q: 3 clusters Score -1233340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1233343.500000 Penalty: 4548.236328
	Iteration 48Q: 3 clusters Score -1233344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1233345.875000 Penalty: 4548.236328
	Iteration 49Q: 3 clusters Score -1233346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1233350.750000 Penalty: 4548.236328
	Iteration 50Q: 3 clusters Score -1233351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1233353.500000 Penalty: 4548.236328
	Iteration 51Q: 3 clusters Score -1233354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1233355.750000 Penalty: 4548.236328
	Iteration 52Q: 3 clusters Score -1233356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1233358.250000 Penalty: 4548.236328
	Iteration 53Q: 3 clusters Score -1233358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1233361.625000 Penalty: 4548.236328
	Iteration 54Q: 3 clusters Score -1233362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1233362.625000 Penalty: 4548.236328
	Iteration 55Q: 3 clusters Score -1233363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1233363.375000 Penalty: 4548.236328
	Iteration 56Q: 3 clusters Score -1233363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1233367.750000 Penalty: 4548.236328
	Iteration 57Q: 3 clusters Score -1233368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1233369.250000 Penalty: 4548.236328
	Iteration 58Q: 3 clusters Score -1233369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1233373.625000 Penalty: 4548.236328
	Iteration 59Q: 3 clusters Score -1233374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1233382.750000 Penalty: 4548.236328
	Iteration 60F: 3 clusters Score -1233383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1233389.250000 Penalty: 4548.236328
	Iteration 61Q: 3 clusters Score -1233389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1233399.375000 Penalty: 4548.236328
	Iteration 62Q: 3 clusters Score -1233399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1233413.125000 Penalty: 4548.236328
	Iteration 63Q: 3 clusters Score -1233413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1233428.125000 Penalty: 4548.236328
	Iteration 64Q: 3 clusters Score -1233428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1233447.375000 Penalty: 4548.236328
	Iteration 65Q: 3 clusters Score -1233447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1233460.375000 Penalty: 4548.236328
	Iteration 66Q: 3 clusters Score -1233460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1233470.000000 Penalty: 4548.236328
	Iteration 67Q: 3 clusters Score -1233470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1233483.875000 Penalty: 4548.236328
	Iteration 68Q: 3 clusters Score -1233484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1233496.375000 Penalty: 4548.236328
	Iteration 69Q: 3 clusters Score -1233496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1233514.875000 Penalty: 4548.236328
	Iteration 70Q: 3 clusters Score -1233515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1233528.250000 Penalty: 4548.236328
	Iteration 71Q: 3 clusters Score -1233528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1233548.125000 Penalty: 4548.236328
	Iteration 72Q: 3 clusters Score -1233548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1233574.500000 Penalty: 4548.236328
	Iteration 73Q: 3 clusters Score -1233574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1233607.000000 Penalty: 4548.236328
	Iteration 74Q: 3 clusters Score -1233607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1233649.625000 Penalty: 4548.236328
	Iteration 75Q: 3 clusters Score -1233650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1233687.375000 Penalty: 4548.236328
	Iteration 76Q: 3 clusters Score -1233687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1233724.875000 Penalty: 4548.236328
	Iteration 77Q: 3 clusters Score -1233725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1233755.500000 Penalty: 4548.236328
	Iteration 78Q: 3 clusters Score -1233756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1233783.000000 Penalty: 4548.236328
	Iteration 79Q: 3 clusters Score -1233783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1233808.125000 Penalty: 4548.236328
	Iteration 80F: 3 clusters Score -1233808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1233828.750000 Penalty: 4548.236328
	Iteration 81Q: 3 clusters Score -1233829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1233842.625000 Penalty: 4548.236328
	Iteration 82Q: 3 clusters Score -1233843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1233863.375000 Penalty: 4548.236328
	Iteration 83Q: 3 clusters Score -1233863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1233880.375000 Penalty: 4548.236328
	Iteration 84Q: 3 clusters Score -1233880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1233897.250000 Penalty: 4548.236328
	Iteration 85Q: 3 clusters Score -1233897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1233912.375000 Penalty: 4548.236328
	Iteration 86Q: 3 clusters Score -1233912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1233931.125000 Penalty: 4548.236328
	Iteration 87Q: 3 clusters Score -1233931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1233950.625000 Penalty: 4548.236328
	Iteration 88Q: 3 clusters Score -1233951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1233962.375000 Penalty: 4548.236328
	Iteration 89Q: 3 clusters Score -1233962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1233969.125000 Penalty: 4548.236328
	Iteration 90Q: 3 clusters Score -1233969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1233977.750000 Penalty: 4548.236328
	Iteration 91Q: 3 clusters Score -1233978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1233981.625000 Penalty: 4548.236328
	Iteration 92Q: 3 clusters Score -1233982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1233985.250000 Penalty: 4548.236328
	Iteration 93Q: 3 clusters Score -1233985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1233990.750000 Penalty: 4548.236328
	Iteration 94Q: 3 clusters Score -1233991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1234003.125000 Penalty: 4548.236328
	Iteration 95Q: 3 clusters Score -1234003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1234014.875000 Penalty: 4548.236328
	Iteration 96Q: 3 clusters Score -1234015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1234028.375000 Penalty: 4548.236328
	Iteration 97Q: 3 clusters Score -1234028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1234037.875000 Penalty: 4548.236328
	Iteration 98Q: 3 clusters Score -1234038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1234049.125000 Penalty: 4548.236328
	Iteration 99Q: 3 clusters Score -1234049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1234066.875000 Penalty: 4548.236328
	Iteration 100F: 3 clusters Score -1234067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1234086.125000 Penalty: 4548.236328
	Iteration 101Q: 3 clusters Score -1234086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1234118.500000 Penalty: 4548.236328
	Iteration 102Q: 3 clusters Score -1234118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1234152.875000 Penalty: 4548.236328
	Iteration 103Q: 3 clusters Score -1234153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1234189.250000 Penalty: 4548.236328
	Iteration 104Q: 3 clusters Score -1234189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1234222.500000 Penalty: 4548.236328
	Iteration 105Q: 3 clusters Score -1234222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1234243.500000 Penalty: 4548.236328
	Iteration 106Q: 3 clusters Score -1234244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1234262.625000 Penalty: 4548.236328
	Iteration 107Q: 3 clusters Score -1234263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1234271.250000 Penalty: 4548.236328
	Iteration 108Q: 3 clusters Score -1234271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1234281.000000 Penalty: 4548.236328
	Iteration 109Q: 3 clusters Score -1234281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1234284.500000 Penalty: 4548.236328
	Iteration 110Q: 3 clusters Score -1234284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1234291.375000 Penalty: 4548.236328
	Iteration 111Q: 3 clusters Score -1234291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1234293.000000 Penalty: 4548.236328
	Iteration 112Q: 3 clusters Score -1234293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1234292.500000 Penalty: 4548.236328
	Iteration 113Q: 3 clusters Score -1234292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1234293.625000 Penalty: 4548.236328
	Iteration 114Q: 3 clusters Score -1234294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1234298.750000 Penalty: 4548.236328
	Iteration 115F: 3 clusters Score -1234299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1234302.125000 Penalty: 4548.236328
	Iteration 116Q: 3 clusters Score -1234302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1234302.750000 Penalty: 4548.236328
	Iteration 117Q: 3 clusters Score -1234303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1234306.375000 Penalty: 4548.236328
	Iteration 118Q: 3 clusters Score -1234306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1234305.750000 Penalty: 4548.236328
	Iteration 119Q: 3 clusters Score -1234306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1234307.375000 Penalty: 4548.236328
	Iteration 120F: 3 clusters Score -1234307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1234308.625000 Penalty: 4548.236328
	Iteration 121Q: 3 clusters Score -1234309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1234310.125000 Penalty: 4548.236328
	Iteration 122Q: 3 clusters Score -1234310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1234314.625000 Penalty: 4548.236328
	Iteration 123Q: 3 clusters Score -1234315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1234318.250000 Penalty: 4548.236328
	Iteration 124Q: 3 clusters Score -1234318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1234319.000000 Penalty: 4548.236328
	Iteration 125Q: 3 clusters Score -1234319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1234321.125000 Penalty: 4548.236328
	Iteration 126Q: 3 clusters Score -1234321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1234322.000000 Penalty: 4548.236328
	Iteration 127Q: 3 clusters Score -1234322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1234322.000000 Penalty: 4548.236328
	Iteration 128F: 3 clusters Score -1234322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Entering Unmasked Estep 
Score: -4314703.000000 Penalty: 2571.522705
	Iteration 0F: 2 clusters Score -4314703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4292928.000000 Penalty: 5143.045410
	Iteration 0F: 3 clusters Score -4292928 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -4300650.000000 Penalty: 5143.045410
	Iteration 1F: 3 clusters Score -4300650 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4301074.500000 Penalty: 5143.045410
	Iteration 2Q: 3 clusters Score -4301074 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4301396.000000 Penalty: 5143.045410
	Iteration 3Q: 3 clusters Score -4301396 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4301700.000000 Penalty: 5143.045410
	Iteration 4Q: 3 clusters Score -4301700 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4302038.500000 Penalty: 5143.045410
	Iteration 5Q: 3 clusters Score -4302038 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4302385.000000 Penalty: 5143.045410
	Iteration 6Q: 3 clusters Score -4302385 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4302745.500000 Penalty: 5143.045410
	Iteration 7Q: 3 clusters Score -4302746 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4303205.000000 Penalty: 5143.045410
	Iteration 8Q: 3 clusters Score -4303205 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4303714.500000 Penalty: 5143.045410
	Iteration 9Q: 3 clusters Score -4303714 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4304358.500000 Penalty: 5143.045410
	Iteration 10Q: 3 clusters Score -4304358 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -4305098.000000 Penalty: 5143.045410
	Iteration 11Q: 3 clusters Score -4305098 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4305907.500000 Penalty: 5143.045410
	Iteration 12Q: 3 clusters Score -4305908 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4306741.500000 Penalty: 5143.045410
	Iteration 13Q: 3 clusters Score -4306742 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4307522.500000 Penalty: 5143.045410
	Iteration 14Q: 3 clusters Score -4307522 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -4308179.000000 Penalty: 5143.045410
	Iteration 15Q: 3 clusters Score -4308179 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4308679.000000 Penalty: 5143.045410
	Iteration 16Q: 3 clusters Score -4308679 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4309001.500000 Penalty: 5143.045410
	Iteration 17Q: 3 clusters Score -4309002 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4309252.500000 Penalty: 5143.045410
	Iteration 18Q: 3 clusters Score -4309252 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4309436.000000 Penalty: 5143.045410
	Iteration 19Q: 3 clusters Score -4309436 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4309596.000000 Penalty: 5143.045410
	Iteration 20F: 3 clusters Score -4309596 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4309698.000000 Penalty: 5143.045410
	Iteration 21Q: 3 clusters Score -4309698 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4309812.000000 Penalty: 5143.045410
	Iteration 22Q: 3 clusters Score -4309812 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4309921.500000 Penalty: 5143.045410
	Iteration 23Q: 3 clusters Score -4309922 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4310023.000000 Penalty: 5143.045410
	Iteration 24Q: 3 clusters Score -4310023 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4310139.500000 Penalty: 5143.045410
	Iteration 25Q: 3 clusters Score -4310140 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4310244.500000 Penalty: 5143.045410
	Iteration 26Q: 3 clusters Score -4310244 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4310332.000000 Penalty: 5143.045410
	Iteration 27Q: 3 clusters Score -4310332 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4310442.000000 Penalty: 5143.045410
	Iteration 28Q: 3 clusters Score -4310442 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4310544.500000 Penalty: 5143.045410
	Iteration 29Q: 3 clusters Score -4310544 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -4310643.000000 Penalty: 5143.045410
	Iteration 30Q: 3 clusters Score -4310643 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4310753.500000 Penalty: 5143.045410
	Iteration 31Q: 3 clusters Score -4310754 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4310825.000000 Penalty: 5143.045410
	Iteration 32Q: 3 clusters Score -4310825 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4310929.500000 Penalty: 5143.045410
	Iteration 33Q: 3 clusters Score -4310930 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4311008.000000 Penalty: 5143.045410
	Iteration 34Q: 3 clusters Score -4311008 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4311144.000000 Penalty: 5143.045410
	Iteration 35Q: 3 clusters Score -4311144 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4311254.000000 Penalty: 5143.045410
	Iteration 36Q: 3 clusters Score -4311254 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4311360.500000 Penalty: 5143.045410
	Iteration 37Q: 3 clusters Score -4311360 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4311423.500000 Penalty: 5143.045410
	Iteration 38Q: 3 clusters Score -4311424 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4311504.000000 Penalty: 5143.045410
	Iteration 39Q: 3 clusters Score -4311504 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4311585.000000 Penalty: 5143.045410
	Iteration 40F: 3 clusters Score -4311585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4311682.500000 Penalty: 5143.045410
	Iteration 41Q: 3 clusters Score -4311682 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4311782.000000 Penalty: 5143.045410
	Iteration 42Q: 3 clusters Score -4311782 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4311887.500000 Penalty: 5143.045410
	Iteration 43Q: 3 clusters Score -4311888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4311958.500000 Penalty: 5143.045410
	Iteration 44Q: 3 clusters Score -4311958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4312025.500000 Penalty: 5143.045410
	Iteration 45Q: 3 clusters Score -4312026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4312094.500000 Penalty: 5143.045410
	Iteration 46Q: 3 clusters Score -4312094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4312155.000000 Penalty: 5143.045410
	Iteration 47Q: 3 clusters Score -4312155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4312208.000000 Penalty: 5143.045410
	Iteration 48Q: 3 clusters Score -4312208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4312262.000000 Penalty: 5143.045410
	Iteration 49Q: 3 clusters Score -4312262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4312298.500000 Penalty: 5143.045410
	Iteration 50Q: 3 clusters Score -4312298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4312335.000000 Penalty: 5143.045410
	Iteration 51Q: 3 clusters Score -4312335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4312356.000000 Penalty: 5143.045410
	Iteration 52Q: 3 clusters Score -4312356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4312379.500000 Penalty: 5143.045410
	Iteration 53Q: 3 clusters Score -4312380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4312390.000000 Penalty: 5143.045410
	Iteration 54Q: 3 clusters Score -4312390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4312404.500000 Penalty: 5143.045410
	Iteration 55Q: 3 clusters Score -4312404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4312420.500000 Penalty: 5143.045410
	Iteration 56Q: 3 clusters Score -4312420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4312426.500000 Penalty: 5143.045410
	Iteration 57Q: 3 clusters Score -4312426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4312437.000000 Penalty: 5143.045410
	Iteration 58Q: 3 clusters Score -4312437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4312450.000000 Penalty: 5143.045410
	Iteration 59Q: 3 clusters Score -4312450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4312451.500000 Penalty: 5143.045410
	Iteration 60F: 3 clusters Score -4312452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4312449.500000 Penalty: 5143.045410
	Iteration 61Q: 3 clusters Score -4312450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4312456.000000 Penalty: 5143.045410
	Iteration 62Q: 3 clusters Score -4312456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4312463.500000 Penalty: 5143.045410
	Iteration 63Q: 3 clusters Score -4312464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4312471.000000 Penalty: 5143.045410
	Iteration 64Q: 3 clusters Score -4312471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4312470.500000 Penalty: 5143.045410
	Iteration 65Q: 3 clusters Score -4312470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4312481.500000 Penalty: 5143.045410
	Iteration 66Q: 3 clusters Score -4312482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4312486.500000 Penalty: 5143.045410
	Iteration 67Q: 3 clusters Score -4312486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4312493.000000 Penalty: 5143.045410
	Iteration 68Q: 3 clusters Score -4312493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4312498.500000 Penalty: 5143.045410
	Iteration 69Q: 3 clusters Score -4312498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4312502.500000 Penalty: 5143.045410
	Iteration 70Q: 3 clusters Score -4312502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4312505.000000 Penalty: 5143.045410
	Iteration 71Q: 3 clusters Score -4312505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4312502.000000 Penalty: 5143.045410
	Iteration 72Q: 3 clusters Score -4312502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4312511.000000 Penalty: 5143.045410
	Iteration 73Q: 3 clusters Score -4312511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4312509.000000 Penalty: 5143.045410
	Iteration 74Q: 3 clusters Score -4312509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4312509.000000 Penalty: 5143.045410
	Iteration 75Q: 3 clusters Score -4312509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4312513.500000 Penalty: 5143.045410
	Iteration 76Q: 3 clusters Score -4312514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4312514.000000 Penalty: 5143.045410
	Iteration 77Q: 3 clusters Score -4312514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4312517.000000 Penalty: 5143.045410
	Iteration 78Q: 3 clusters Score -4312517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4312518.000000 Penalty: 5143.045410
	Iteration 79Q: 3 clusters Score -4312518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4312519.000000 Penalty: 5143.045410
	Iteration 80F: 3 clusters Score -4312519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4312518.500000 Penalty: 5143.045410
	Iteration 81Q: 3 clusters Score -4312518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4312519.000000 Penalty: 5143.045410
	Iteration 82Q: 3 clusters Score -4312519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4312525.500000 Penalty: 5143.045410
	Iteration 83Q: 3 clusters Score -4312526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4312526.000000 Penalty: 5143.045410
	Iteration 84Q: 3 clusters Score -4312526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4312532.500000 Penalty: 5143.045410
	Iteration 85Q: 3 clusters Score -4312532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4312538.500000 Penalty: 5143.045410
	Iteration 86Q: 3 clusters Score -4312538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4312542.000000 Penalty: 5143.045410
	Iteration 87Q: 3 clusters Score -4312542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4312544.000000 Penalty: 5143.045410
	Iteration 88Q: 3 clusters Score -4312544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4312543.500000 Penalty: 5143.045410
	Iteration 89Q: 3 clusters Score -4312544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4312543.500000 Penalty: 5143.045410
	Iteration 90F: 3 clusters Score -4312544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -420135.156250 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -420135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -416841.375000 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -416841.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -417517.406250 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -417517.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -417648.750000 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -417648.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -417723.250000 Penalty: 3989.656738
	Iteration 3Q: 3 clusters Score -417723.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -417770.937500 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -417770.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -417810.625000 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -417810.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -417846.343750 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -417846.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -417880.437500 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -417880.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -417909.250000 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -417909.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417943.062500 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -417943.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417975.906250 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -417975.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -417993.406250 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -417993.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -418011.656250 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -418011.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -418030.531250 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -418030.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -418050.937500 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -418050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -418069.812500 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -418069.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -418087.968750 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -418088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -418102.500000 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -418102.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -418114.843750 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -418114.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -418129.625000 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -418129.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -418149.531250 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -418149.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -418168.625000 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -418168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -418189.656250 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -418189.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -418221.218750 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -418221.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -418254.687500 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -418254.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -418290.531250 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -418290.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -418313.562500 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -418313.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -418340.437500 Penalty: 3989.656738
	Iteration 27Q: 3 clusters Score -418340.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -418360.093750 Penalty: 3989.656738
	Iteration 28Q: 3 clusters Score -418360.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -418377.812500 Penalty: 3989.656738
	Iteration 29Q: 3 clusters Score -418377.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -418397.843750 Penalty: 3989.656738
	Iteration 30Q: 3 clusters Score -418397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -418418.968750 Penalty: 3989.656738
	Iteration 31Q: 3 clusters Score -418419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -418431.468750 Penalty: 3989.656738
	Iteration 32Q: 3 clusters Score -418431.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -418451.156250 Penalty: 3989.656738
	Iteration 33Q: 3 clusters Score -418451.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -418476.125000 Penalty: 3989.656738
	Iteration 34Q: 3 clusters Score -418476.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -418493.125000 Penalty: 3989.656738
	Iteration 35Q: 3 clusters Score -418493.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -418505.750000 Penalty: 3989.656738
	Iteration 36Q: 3 clusters Score -418505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -418512.468750 Penalty: 3989.656738
	Iteration 37Q: 3 clusters Score -418512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -418517.875000 Penalty: 3989.656738
	Iteration 38Q: 3 clusters Score -418517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -418524.875000 Penalty: 3989.656738
	Iteration 39Q: 3 clusters Score -418524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -418533.781250 Penalty: 3989.656738
	Iteration 40F: 3 clusters Score -418533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -418545.875000 Penalty: 3989.656738
	Iteration 41Q: 3 clusters Score -418545.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -418556.968750 Penalty: 3989.656738
	Iteration 42Q: 3 clusters Score -418557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -418565.593750 Penalty: 3989.656738
	Iteration 43Q: 3 clusters Score -418565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -418575.031250 Penalty: 3989.656738
	Iteration 44Q: 3 clusters Score -418575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -418583.218750 Penalty: 3989.656738
	Iteration 45Q: 3 clusters Score -418583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -418587.812500 Penalty: 3989.656738
	Iteration 46Q: 3 clusters Score -418587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -418590.875000 Penalty: 3989.656738
	Iteration 47Q: 3 clusters Score -418590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -418594.625000 Penalty: 3989.656738
	Iteration 48Q: 3 clusters Score -418594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -418601.343750 Penalty: 3989.656738
	Iteration 49Q: 3 clusters Score -418601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -418601.937500 Penalty: 3989.656738
	Iteration 50Q: 3 clusters Score -418601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -418603.281250 Penalty: 3989.656738
	Iteration 51Q: 3 clusters Score -418603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -418605.343750 Penalty: 3989.656738
	Iteration 52Q: 3 clusters Score -418605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -418607.968750 Penalty: 3989.656738
	Iteration 53Q: 3 clusters Score -418608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -418609.906250 Penalty: 3989.656738
	Iteration 54Q: 3 clusters Score -418609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -418612.906250 Penalty: 3989.656738
	Iteration 55Q: 3 clusters Score -418612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -418613.468750 Penalty: 3989.656738
	Iteration 56Q: 3 clusters Score -418613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -418615.031250 Penalty: 3989.656738
	Iteration 57Q: 3 clusters Score -418615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -418615.093750 Penalty: 3989.656738
	Iteration 58Q: 3 clusters Score -418615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -418615.406250 Penalty: 3989.656738
	Iteration 59Q: 3 clusters Score -418615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -418615.750000 Penalty: 3989.656738
	Iteration 60F: 3 clusters Score -418615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -813569.437500 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -813569.4 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 3100 members 
Entering Unmasked Estep 
Score: -808293.250000 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -808293.2 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -809626.875000 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -809626.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -809866.500000 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -809866.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -810016.000000 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -810016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -810108.250000 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -810108.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -810175.750000 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -810175.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -810239.937500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -810239.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -810300.375000 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -810300.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -810342.500000 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -810342.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -810383.750000 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -810383.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -810419.375000 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -810419.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -810451.687500 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -810451.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -810484.937500 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -810484.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -810520.687500 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -810520.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -810558.312500 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -810558.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -810610.000000 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -810610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -810667.687500 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -810667.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -810747.000000 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -810747 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -810843.375000 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -810843.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -810934.312500 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -810934.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -811005.250000 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -811005.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -811070.625000 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -811070.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -811137.437500 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -811137.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -811200.000000 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -811200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -811242.187500 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -811242.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -811277.312500 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -811277.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -811315.250000 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -811315.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -811351.625000 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -811351.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -811384.375000 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -811384.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -811411.937500 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -811411.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -811437.687500 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -811437.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -811454.812500 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -811454.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -811471.000000 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -811471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -811492.687500 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -811492.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -811509.687500 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -811509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -811521.687500 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -811521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -811531.187500 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -811531.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -811552.750000 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -811552.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -811571.312500 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -811571.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -811587.687500 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -811587.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -811601.875000 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -811601.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -811615.500000 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -811615.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -811626.500000 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -811626.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -811635.250000 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -811635.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -811640.312500 Penalty: 4325.429688
	Iteration 44Q: 3 clusters Score -811640.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -811647.312500 Penalty: 4325.429688
	Iteration 45Q: 3 clusters Score -811647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -811656.062500 Penalty: 4325.429688
	Iteration 46Q: 3 clusters Score -811656.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -811664.750000 Penalty: 4325.429688
	Iteration 47Q: 3 clusters Score -811664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -811670.062500 Penalty: 4325.429688
	Iteration 48Q: 3 clusters Score -811670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -811673.500000 Penalty: 4325.429688
	Iteration 49Q: 3 clusters Score -811673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -811674.937500 Penalty: 4325.429688
	Iteration 50Q: 3 clusters Score -811674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -811680.375000 Penalty: 4325.429688
	Iteration 51Q: 3 clusters Score -811680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -811682.562500 Penalty: 4325.429688
	Iteration 52Q: 3 clusters Score -811682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -811686.250000 Penalty: 4325.429688
	Iteration 53Q: 3 clusters Score -811686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -811689.500000 Penalty: 4325.429688
	Iteration 54Q: 3 clusters Score -811689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -811691.500000 Penalty: 4325.429688
	Iteration 55Q: 3 clusters Score -811691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -811695.500000 Penalty: 4325.429688
	Iteration 56Q: 3 clusters Score -811695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -811701.500000 Penalty: 4325.429688
	Iteration 57Q: 3 clusters Score -811701.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -811703.312500 Penalty: 4325.429688
	Iteration 58Q: 3 clusters Score -811703.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -811706.562500 Penalty: 4325.429688
	Iteration 59Q: 3 clusters Score -811706.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -811707.875000 Penalty: 4325.429688
	Iteration 60F: 3 clusters Score -811707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -811712.500000 Penalty: 4325.429688
	Iteration 61Q: 3 clusters Score -811712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -811718.437500 Penalty: 4325.429688
	Iteration 62Q: 3 clusters Score -811718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -811722.375000 Penalty: 4325.429688
	Iteration 63Q: 3 clusters Score -811722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -811725.437500 Penalty: 4325.429688
	Iteration 64Q: 3 clusters Score -811725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -811727.375000 Penalty: 4325.429688
	Iteration 65Q: 3 clusters Score -811727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -811730.500000 Penalty: 4325.429688
	Iteration 66Q: 3 clusters Score -811730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -811732.625000 Penalty: 4325.429688
	Iteration 67Q: 3 clusters Score -811732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -811735.937500 Penalty: 4325.429688
	Iteration 68Q: 3 clusters Score -811735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -811737.687500 Penalty: 4325.429688
	Iteration 69Q: 3 clusters Score -811737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -811739.062500 Penalty: 4325.429688
	Iteration 70Q: 3 clusters Score -811739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -811740.062500 Penalty: 4325.429688
	Iteration 71Q: 3 clusters Score -811740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -811740.562500 Penalty: 4325.429688
	Iteration 72Q: 3 clusters Score -811740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -811740.562500 Penalty: 4325.429688
	Iteration 73F: 3 clusters Score -811740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (59990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Entering Unmasked Estep 
Score: -7936525.500000 Penalty: 2728.479492
	Iteration 0F: 2 clusters Score -7936526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -7896364.000000 Penalty: 5456.958984
	Iteration 0F: 3 clusters Score -7896364 nChanged 27831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -7912292.000000 Penalty: 5456.958984
	Iteration 1F: 3 clusters Score -7912292 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -7913183.500000 Penalty: 5456.958984
	Iteration 2Q: 3 clusters Score -7913184 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -7914581.000000 Penalty: 5456.958984
	Iteration 3F: 3 clusters Score -7914581 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7916610.000000 Penalty: 5456.958984
	Iteration 4F: 3 clusters Score -7916610 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -7919631.000000 Penalty: 5456.958984
	Iteration 5F: 3 clusters Score -7919631 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -7923757.000000 Penalty: 5456.958984
	Iteration 6F: 3 clusters Score -7923757 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -7927999.500000 Penalty: 5456.958984
	Iteration 7F: 3 clusters Score -7928000 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -7931209.500000 Penalty: 5456.958984
	Iteration 8F: 3 clusters Score -7931210 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -7932950.000000 Penalty: 5456.958984
	Iteration 9Q: 3 clusters Score -7932950 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -7933779.500000 Penalty: 5456.958984
	Iteration 10Q: 3 clusters Score -7933780 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -7934114.000000 Penalty: 5456.958984
	Iteration 11Q: 3 clusters Score -7934114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -7934299.500000 Penalty: 5456.958984
	Iteration 12Q: 3 clusters Score -7934300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -7934373.000000 Penalty: 5456.958984
	Iteration 13Q: 3 clusters Score -7934373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -7934417.000000 Penalty: 5456.958984
	Iteration 14Q: 3 clusters Score -7934417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -7934436.500000 Penalty: 5456.958984
	Iteration 15Q: 3 clusters Score -7934436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -7934453.500000 Penalty: 5456.958984
	Iteration 16Q: 3 clusters Score -7934454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -7934462.000000 Penalty: 5456.958984
	Iteration 17Q: 3 clusters Score -7934462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -7934466.000000 Penalty: 5456.958984
	Iteration 18Q: 3 clusters Score -7934466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -7934468.500000 Penalty: 5456.958984
	Iteration 19Q: 3 clusters Score -7934468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -7934474.000000 Penalty: 5456.958984
	Iteration 20F: 3 clusters Score -7934474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -7934471.500000 Penalty: 5456.958984
	Iteration 21Q: 3 clusters Score -7934472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -7934473.000000 Penalty: 5456.958984
	Iteration 22Q: 3 clusters Score -7934473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -7934474.000000 Penalty: 5456.958984
	Iteration 23Q: 3 clusters Score -7934474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -7934477.500000 Penalty: 5456.958984
	Iteration 24Q: 3 clusters Score -7934478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -7934478.500000 Penalty: 5456.958984
	Iteration 25Q: 3 clusters Score -7934478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -7934478.500000 Penalty: 5456.958984
	Iteration 26F: 3 clusters Score -7934478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Entering Unmasked Estep 
Score: -3085462.250000 Penalty: 2489.731934
	Iteration 0F: 2 clusters Score -3085462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3069507.500000 Penalty: 4979.463867
	Iteration 0F: 3 clusters Score -3069508 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3075174.250000 Penalty: 4979.463867
	Iteration 1F: 3 clusters Score -3075174 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3075838.250000 Penalty: 4979.463867
	Iteration 2F: 3 clusters Score -3075838 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3076535.000000 Penalty: 4979.463867
	Iteration 3F: 3 clusters Score -3076535 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3077362.250000 Penalty: 4979.463867
	Iteration 4F: 3 clusters Score -3077362 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3078330.250000 Penalty: 4979.463867
	Iteration 5F: 3 clusters Score -3078330 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3079515.250000 Penalty: 4979.463867
	Iteration 6F: 3 clusters Score -3079515 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3080733.250000 Penalty: 4979.463867
	Iteration 7F: 3 clusters Score -3080733 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3081888.250000 Penalty: 4979.463867
	Iteration 8F: 3 clusters Score -3081888 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3082734.750000 Penalty: 4979.463867
	Iteration 9Q: 3 clusters Score -3082735 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3083103.500000 Penalty: 4979.463867
	Iteration 10Q: 3 clusters Score -3083104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3083292.250000 Penalty: 4979.463867
	Iteration 11Q: 3 clusters Score -3083292 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3083402.750000 Penalty: 4979.463867
	Iteration 12Q: 3 clusters Score -3083403 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3083492.500000 Penalty: 4979.463867
	Iteration 13Q: 3 clusters Score -3083492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3083547.750000 Penalty: 4979.463867
	Iteration 14Q: 3 clusters Score -3083548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3083580.250000 Penalty: 4979.463867
	Iteration 15Q: 3 clusters Score -3083580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3083629.500000 Penalty: 4979.463867
	Iteration 16Q: 3 clusters Score -3083630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3083654.750000 Penalty: 4979.463867
	Iteration 17Q: 3 clusters Score -3083655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3083681.750000 Penalty: 4979.463867
	Iteration 18Q: 3 clusters Score -3083682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3083704.500000 Penalty: 4979.463867
	Iteration 19Q: 3 clusters Score -3083704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3083723.250000 Penalty: 4979.463867
	Iteration 20F: 3 clusters Score -3083723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3083727.750000 Penalty: 4979.463867
	Iteration 21Q: 3 clusters Score -3083728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3083731.750000 Penalty: 4979.463867
	Iteration 22Q: 3 clusters Score -3083732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3083735.500000 Penalty: 4979.463867
	Iteration 23Q: 3 clusters Score -3083736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3083742.500000 Penalty: 4979.463867
	Iteration 24Q: 3 clusters Score -3083742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3083745.000000 Penalty: 4979.463867
	Iteration 25Q: 3 clusters Score -3083745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3083743.000000 Penalty: 4979.463867
	Iteration 26Q: 3 clusters Score -3083743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3083748.500000 Penalty: 4979.463867
	Iteration 27Q: 3 clusters Score -3083748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3083753.000000 Penalty: 4979.463867
	Iteration 28Q: 3 clusters Score -3083753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3083758.750000 Penalty: 4979.463867
	Iteration 29Q: 3 clusters Score -3083759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3083756.000000 Penalty: 4979.463867
	Iteration 30Q: 3 clusters Score -3083756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3083762.750000 Penalty: 4979.463867
	Iteration 31Q: 3 clusters Score -3083763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3083763.250000 Penalty: 4979.463867
	Iteration 32Q: 3 clusters Score -3083763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3083764.250000 Penalty: 4979.463867
	Iteration 33Q: 3 clusters Score -3083764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3083757.750000 Penalty: 4979.463867
	Iteration 34Q: 3 clusters Score -3083758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3083758.250000 Penalty: 4979.463867
	Iteration 35Q: 3 clusters Score -3083758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3083758.500000 Penalty: 4979.463867
	Iteration 36Q: 3 clusters Score -3083758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3083761.500000 Penalty: 4979.463867
	Iteration 37Q: 3 clusters Score -3083762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3083760.500000 Penalty: 4979.463867
	Iteration 38Q: 3 clusters Score -3083760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3083760.500000 Penalty: 4979.463867
	Iteration 39F: 3 clusters Score -3083760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -610112.312500 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -610112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -605921.187500 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -605921.2 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -607610.437500 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -607610.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -608393.000000 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -608393 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -609220.187500 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -609220.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -610188.937500 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -610188.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -610925.687500 Penalty: 4207.165039
	Iteration 5F: 3 clusters Score -610925.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -611217.375000 Penalty: 4207.165039
	Iteration 6F: 3 clusters Score -611217.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -611350.250000 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -611350.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -611446.875000 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -611446.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -611527.250000 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -611527.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -611583.937500 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -611583.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -611624.750000 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -611624.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -611677.812500 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -611677.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -611705.625000 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -611705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -611718.812500 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -611718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -611743.062500 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -611743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -611765.625000 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -611765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -611782.000000 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -611782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -611798.687500 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -611798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -611804.500000 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -611804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -612016.125000 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -612016.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -612446.125000 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -612446.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -612631.750000 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -612631.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -612730.750000 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -612730.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -612787.250000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -612787.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -612824.000000 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -612824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -612860.000000 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -612860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -612878.750000 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -612878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -612885.875000 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -612885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -612886.687500 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -612886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -612891.687500 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -612891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -612890.875000 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -612890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -612890.625000 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -612890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -612917.875000 Penalty: 4207.165039
	Iteration 33F: 3 clusters Score -612917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -612933.937500 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -612933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -612947.062500 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -612947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -612949.812500 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -612949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -612950.875000 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -612950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -612950.875000 Penalty: 4207.165039
	Iteration 38F: 3 clusters Score -612950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 31858 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 59990 members 
Mstep: Class 12 contains 22908 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 32077 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 254564 members 
Entering Unmasked Estep 
Score: -62719932.000000 Penalty: 55118.089844
Splitting cluster 13 changes total score from -62710672.000000 to -62719932.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (32077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Entering Unmasked Estep 
Score: -4382682.000000 Penalty: 2573.221924
	Iteration 0F: 2 clusters Score -4382682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -4360738.000000 Penalty: 5146.443848
	Iteration 0F: 3 clusters Score -4360738 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4368459.000000 Penalty: 5146.443848
	Iteration 1F: 3 clusters Score -4368459 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4368840.500000 Penalty: 5146.443848
	Iteration 2Q: 3 clusters Score -4368840 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4369190.000000 Penalty: 5146.443848
	Iteration 3Q: 3 clusters Score -4369190 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4369541.000000 Penalty: 5146.443848
	Iteration 4Q: 3 clusters Score -4369541 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4369892.000000 Penalty: 5146.443848
	Iteration 5Q: 3 clusters Score -4369892 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4370332.500000 Penalty: 5146.443848
	Iteration 6Q: 3 clusters Score -4370332 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -4370934.000000 Penalty: 5146.443848
	Iteration 7Q: 3 clusters Score -4370934 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4371835.000000 Penalty: 5146.443848
	Iteration 8Q: 3 clusters Score -4371835 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -4373179.500000 Penalty: 5146.443848
	Iteration 9F: 3 clusters Score -4373180 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -4375031.500000 Penalty: 5146.443848
	Iteration 10F: 3 clusters Score -4375032 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -4376991.000000 Penalty: 5146.443848
	Iteration 11F: 3 clusters Score -4376991 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4378607.500000 Penalty: 5146.443848
	Iteration 12F: 3 clusters Score -4378608 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4379581.000000 Penalty: 5146.443848
	Iteration 13Q: 3 clusters Score -4379581 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4380019.500000 Penalty: 5146.443848
	Iteration 14Q: 3 clusters Score -4380020 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4380215.000000 Penalty: 5146.443848
	Iteration 15Q: 3 clusters Score -4380215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4380301.500000 Penalty: 5146.443848
	Iteration 16Q: 3 clusters Score -4380302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4380364.000000 Penalty: 5146.443848
	Iteration 17Q: 3 clusters Score -4380364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4380392.500000 Penalty: 5146.443848
	Iteration 18Q: 3 clusters Score -4380392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4380401.000000 Penalty: 5146.443848
	Iteration 19Q: 3 clusters Score -4380401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4380405.000000 Penalty: 5146.443848
	Iteration 20F: 3 clusters Score -4380405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4380412.500000 Penalty: 5146.443848
	Iteration 21Q: 3 clusters Score -4380412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4380411.500000 Penalty: 5146.443848
	Iteration 22Q: 3 clusters Score -4380412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4380416.000000 Penalty: 5146.443848
	Iteration 23Q: 3 clusters Score -4380416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4380420.500000 Penalty: 5146.443848
	Iteration 24Q: 3 clusters Score -4380420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4380421.500000 Penalty: 5146.443848
	Iteration 25Q: 3 clusters Score -4380422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4380423.500000 Penalty: 5146.443848
	Iteration 26Q: 3 clusters Score -4380424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4380421.500000 Penalty: 5146.443848
	Iteration 27Q: 3 clusters Score -4380422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4380421.500000 Penalty: 5146.443848
	Iteration 28F: 3 clusters Score -4380422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Entering Unmasked Estep 
Score: -1542471.625000 Penalty: 2316.681152
	Iteration 0F: 2 clusters Score -1542472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1533892.875000 Penalty: 4633.362305
	Iteration 0F: 3 clusters Score -1533893 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1536385.000000 Penalty: 4633.362305
	Iteration 1F: 3 clusters Score -1536385 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1536654.750000 Penalty: 4633.362305
	Iteration 2F: 3 clusters Score -1536655 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1536854.875000 Penalty: 4633.362305
	Iteration 3Q: 3 clusters Score -1536855 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1537012.125000 Penalty: 4633.362305
	Iteration 4Q: 3 clusters Score -1537012 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1537139.625000 Penalty: 4633.362305
	Iteration 5Q: 3 clusters Score -1537140 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1537238.125000 Penalty: 4633.362305
	Iteration 6Q: 3 clusters Score -1537238 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1537322.375000 Penalty: 4633.362305
	Iteration 7Q: 3 clusters Score -1537322 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1537398.375000 Penalty: 4633.362305
	Iteration 8Q: 3 clusters Score -1537398 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1537479.875000 Penalty: 4633.362305
	Iteration 9Q: 3 clusters Score -1537480 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1537585.625000 Penalty: 4633.362305
	Iteration 10Q: 3 clusters Score -1537586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1537704.625000 Penalty: 4633.362305
	Iteration 11Q: 3 clusters Score -1537705 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1537835.000000 Penalty: 4633.362305
	Iteration 12Q: 3 clusters Score -1537835 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1538032.000000 Penalty: 4633.362305
	Iteration 13Q: 3 clusters Score -1538032 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1538291.125000 Penalty: 4633.362305
	Iteration 14Q: 3 clusters Score -1538291 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1538627.125000 Penalty: 4633.362305
	Iteration 15Q: 3 clusters Score -1538627 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1538985.875000 Penalty: 4633.362305
	Iteration 16Q: 3 clusters Score -1538986 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1539362.875000 Penalty: 4633.362305
	Iteration 17Q: 3 clusters Score -1539363 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1539705.625000 Penalty: 4633.362305
	Iteration 18Q: 3 clusters Score -1539706 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1539983.500000 Penalty: 4633.362305
	Iteration 19Q: 3 clusters Score -1539984 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1540195.625000 Penalty: 4633.362305
	Iteration 20F: 3 clusters Score -1540196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1540348.000000 Penalty: 4633.362305
	Iteration 21Q: 3 clusters Score -1540348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1540449.375000 Penalty: 4633.362305
	Iteration 22Q: 3 clusters Score -1540449 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1540517.125000 Penalty: 4633.362305
	Iteration 23Q: 3 clusters Score -1540517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1540588.125000 Penalty: 4633.362305
	Iteration 24Q: 3 clusters Score -1540588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1540630.250000 Penalty: 4633.362305
	Iteration 25Q: 3 clusters Score -1540630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1540661.250000 Penalty: 4633.362305
	Iteration 26Q: 3 clusters Score -1540661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1540681.875000 Penalty: 4633.362305
	Iteration 27Q: 3 clusters Score -1540682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1540707.875000 Penalty: 4633.362305
	Iteration 28Q: 3 clusters Score -1540708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1540716.750000 Penalty: 4633.362305
	Iteration 29Q: 3 clusters Score -1540717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1540720.500000 Penalty: 4633.362305
	Iteration 30Q: 3 clusters Score -1540720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1540731.875000 Penalty: 4633.362305
	Iteration 31Q: 3 clusters Score -1540732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1540739.125000 Penalty: 4633.362305
	Iteration 32Q: 3 clusters Score -1540739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1540743.000000 Penalty: 4633.362305
	Iteration 33Q: 3 clusters Score -1540743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1540743.750000 Penalty: 4633.362305
	Iteration 34Q: 3 clusters Score -1540744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1540745.625000 Penalty: 4633.362305
	Iteration 35Q: 3 clusters Score -1540746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1540746.625000 Penalty: 4633.362305
	Iteration 36Q: 3 clusters Score -1540747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1540746.375000 Penalty: 4633.362305
	Iteration 37Q: 3 clusters Score -1540746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1540747.625000 Penalty: 4633.362305
	Iteration 38Q: 3 clusters Score -1540748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1540747.875000 Penalty: 4633.362305
	Iteration 39Q: 3 clusters Score -1540748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1540747.875000 Penalty: 4633.362305
	Iteration 40F: 3 clusters Score -1540748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -532055.750000 Penalty: 2063.168945
	Iteration 0F: 2 clusters Score -532055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -528343.125000 Penalty: 4126.337891
	Iteration 0F: 3 clusters Score -528343.1 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -529931.750000 Penalty: 4126.337891
	Iteration 1F: 3 clusters Score -529931.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -531187.000000 Penalty: 4126.337891
	Iteration 2F: 3 clusters Score -531187 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -532854.875000 Penalty: 4126.337891
	Iteration 3F: 3 clusters Score -532854.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -533906.000000 Penalty: 4126.337891
	Iteration 4F: 3 clusters Score -533906 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -534412.187500 Penalty: 4126.337891
	Iteration 5F: 3 clusters Score -534412.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -534621.750000 Penalty: 4126.337891
	Iteration 6Q: 3 clusters Score -534621.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -534803.625000 Penalty: 4126.337891
	Iteration 7Q: 3 clusters Score -534803.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -534949.437500 Penalty: 4126.337891
	Iteration 8Q: 3 clusters Score -534949.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -535053.500000 Penalty: 4126.337891
	Iteration 9Q: 3 clusters Score -535053.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -535089.062500 Penalty: 4126.337891
	Iteration 10Q: 3 clusters Score -535089.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -535099.062500 Penalty: 4126.337891
	Iteration 11Q: 3 clusters Score -535099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -535101.062500 Penalty: 4126.337891
	Iteration 12Q: 3 clusters Score -535101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -535101.875000 Penalty: 4126.337891
	Iteration 13Q: 3 clusters Score -535101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -535102.687500 Penalty: 4126.337891
	Iteration 14Q: 3 clusters Score -535102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -535102.187500 Penalty: 4126.337891
	Iteration 15Q: 3 clusters Score -535102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -535102.187500 Penalty: 4126.337891
	Iteration 16F: 3 clusters Score -535102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 31858 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 59990 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 22908 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 32077 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 254564 members 
Entering Unmasked Estep 
Score: -62721784.000000 Penalty: 58360.332031
Splitting cluster 17 changes total score from -62710672.000000 to -62721784.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (9484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Entering Unmasked Estep 
Score: -1281649.000000 Penalty: 2271.025635
	Iteration 0F: 2 clusters Score -1281649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1274375.500000 Penalty: 4542.051270
	Iteration 0F: 3 clusters Score -1274376 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1276488.375000 Penalty: 4542.051270
	Iteration 1F: 3 clusters Score -1276488 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1276807.625000 Penalty: 4542.051270
	Iteration 2F: 3 clusters Score -1276808 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1277052.000000 Penalty: 4542.051270
	Iteration 3Q: 3 clusters Score -1277052 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1277283.375000 Penalty: 4542.051270
	Iteration 4Q: 3 clusters Score -1277283 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1277513.000000 Penalty: 4542.051270
	Iteration 5Q: 3 clusters Score -1277513 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1277720.125000 Penalty: 4542.051270
	Iteration 6Q: 3 clusters Score -1277720 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1277927.750000 Penalty: 4542.051270
	Iteration 7Q: 3 clusters Score -1277928 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1278147.250000 Penalty: 4542.051270
	Iteration 8Q: 3 clusters Score -1278147 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1278355.125000 Penalty: 4542.051270
	Iteration 9Q: 3 clusters Score -1278355 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1278551.375000 Penalty: 4542.051270
	Iteration 10Q: 3 clusters Score -1278551 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1278762.125000 Penalty: 4542.051270
	Iteration 11Q: 3 clusters Score -1278762 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1278942.375000 Penalty: 4542.051270
	Iteration 12Q: 3 clusters Score -1278942 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1279074.875000 Penalty: 4542.051270
	Iteration 13Q: 3 clusters Score -1279075 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1279178.500000 Penalty: 4542.051270
	Iteration 14Q: 3 clusters Score -1279178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1279260.875000 Penalty: 4542.051270
	Iteration 15Q: 3 clusters Score -1279261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1279330.625000 Penalty: 4542.051270
	Iteration 16Q: 3 clusters Score -1279331 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1279381.375000 Penalty: 4542.051270
	Iteration 17Q: 3 clusters Score -1279381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1279419.375000 Penalty: 4542.051270
	Iteration 18Q: 3 clusters Score -1279419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1279448.625000 Penalty: 4542.051270
	Iteration 19Q: 3 clusters Score -1279449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1279471.875000 Penalty: 4542.051270
	Iteration 20F: 3 clusters Score -1279472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1279497.000000 Penalty: 4542.051270
	Iteration 21Q: 3 clusters Score -1279497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1279524.625000 Penalty: 4542.051270
	Iteration 22Q: 3 clusters Score -1279525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1279550.750000 Penalty: 4542.051270
	Iteration 23Q: 3 clusters Score -1279551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1279574.500000 Penalty: 4542.051270
	Iteration 24Q: 3 clusters Score -1279574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1279593.750000 Penalty: 4542.051270
	Iteration 25Q: 3 clusters Score -1279594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1279617.625000 Penalty: 4542.051270
	Iteration 26Q: 3 clusters Score -1279618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1279630.875000 Penalty: 4542.051270
	Iteration 27Q: 3 clusters Score -1279631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1279650.500000 Penalty: 4542.051270
	Iteration 28Q: 3 clusters Score -1279650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1279664.625000 Penalty: 4542.051270
	Iteration 29Q: 3 clusters Score -1279665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1279674.500000 Penalty: 4542.051270
	Iteration 30Q: 3 clusters Score -1279674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1279682.875000 Penalty: 4542.051270
	Iteration 31Q: 3 clusters Score -1279683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1279693.375000 Penalty: 4542.051270
	Iteration 32Q: 3 clusters Score -1279693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1279701.375000 Penalty: 4542.051270
	Iteration 33Q: 3 clusters Score -1279701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1279706.000000 Penalty: 4542.051270
	Iteration 34Q: 3 clusters Score -1279706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1279709.500000 Penalty: 4542.051270
	Iteration 35Q: 3 clusters Score -1279710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1279719.250000 Penalty: 4542.051270
	Iteration 36Q: 3 clusters Score -1279719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1279723.250000 Penalty: 4542.051270
	Iteration 37Q: 3 clusters Score -1279723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1279731.375000 Penalty: 4542.051270
	Iteration 38Q: 3 clusters Score -1279731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1279734.000000 Penalty: 4542.051270
	Iteration 39Q: 3 clusters Score -1279734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1279739.875000 Penalty: 4542.051270
	Iteration 40F: 3 clusters Score -1279740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1279740.125000 Penalty: 4542.051270
	Iteration 41Q: 3 clusters Score -1279740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1279742.375000 Penalty: 4542.051270
	Iteration 42Q: 3 clusters Score -1279742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1279742.750000 Penalty: 4542.051270
	Iteration 43Q: 3 clusters Score -1279743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1279748.250000 Penalty: 4542.051270
	Iteration 44Q: 3 clusters Score -1279748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1279747.625000 Penalty: 4542.051270
	Iteration 45Q: 3 clusters Score -1279748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1279749.000000 Penalty: 4542.051270
	Iteration 46Q: 3 clusters Score -1279749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1279749.375000 Penalty: 4542.051270
	Iteration 47Q: 3 clusters Score -1279749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1279751.125000 Penalty: 4542.051270
	Iteration 48Q: 3 clusters Score -1279751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1279753.875000 Penalty: 4542.051270
	Iteration 49Q: 3 clusters Score -1279754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1279754.500000 Penalty: 4542.051270
	Iteration 50Q: 3 clusters Score -1279754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1279754.750000 Penalty: 4542.051270
	Iteration 51Q: 3 clusters Score -1279755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1279756.250000 Penalty: 4542.051270
	Iteration 52Q: 3 clusters Score -1279756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1279756.125000 Penalty: 4542.051270
	Iteration 53Q: 3 clusters Score -1279756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1279757.750000 Penalty: 4542.051270
	Iteration 54Q: 3 clusters Score -1279758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1279758.625000 Penalty: 4542.051270
	Iteration 55Q: 3 clusters Score -1279759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1279763.125000 Penalty: 4542.051270
	Iteration 56Q: 3 clusters Score -1279763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1279764.875000 Penalty: 4542.051270
	Iteration 57Q: 3 clusters Score -1279765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1279764.750000 Penalty: 4542.051270
	Iteration 58Q: 3 clusters Score -1279765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1279765.375000 Penalty: 4542.051270
	Iteration 59Q: 3 clusters Score -1279765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1279767.750000 Penalty: 4542.051270
	Iteration 60F: 3 clusters Score -1279768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1279766.875000 Penalty: 4542.051270
	Iteration 61Q: 3 clusters Score -1279767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1279767.375000 Penalty: 4542.051270
	Iteration 62Q: 3 clusters Score -1279767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1279769.375000 Penalty: 4542.051270
	Iteration 63Q: 3 clusters Score -1279769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1279773.500000 Penalty: 4542.051270
	Iteration 64Q: 3 clusters Score -1279774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1279772.250000 Penalty: 4542.051270
	Iteration 65Q: 3 clusters Score -1279772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1279773.625000 Penalty: 4542.051270
	Iteration 66Q: 3 clusters Score -1279774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1279773.500000 Penalty: 4542.051270
	Iteration 67Q: 3 clusters Score -1279774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1279772.875000 Penalty: 4542.051270
	Iteration 68Q: 3 clusters Score -1279773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1279772.875000 Penalty: 4542.051270
	Iteration 69F: 3 clusters Score -1279773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (254564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254564 members 
Entering Unmasked Estep 
Score: -33992468.000000 Penalty: 3086.932373
	Iteration 0F: 2 clusters Score -3.399247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -33881788.000000 Penalty: 6173.864746
	Iteration 0F: 3 clusters Score -3.388179e+07 nChanged 123330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -33955616.000000 Penalty: 6173.864746
	Iteration 1F: 3 clusters Score -3.395562e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137700 members 
Mstep: Class 2 contains 116864 members 
Entering Unmasked Estep 
Score: -33959488.000000 Penalty: 6173.864746
	Iteration 2Q: 3 clusters Score -3.395949e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 112847 members 
Entering Unmasked Estep 
Score: -33965016.000000 Penalty: 6173.864746
	Iteration 3Q: 3 clusters Score -3.396502e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -33972848.000000 Penalty: 6173.864746
	Iteration 4F: 3 clusters Score -3.397285e+07 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -33982776.000000 Penalty: 6173.864746
	Iteration 5F: 3 clusters Score -3.398278e+07 nChanged 17065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150271 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -33993696.000000 Penalty: 6173.864746
	Iteration 6F: 3 clusters Score -3.39937e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -34000692.000000 Penalty: 6173.864746
	Iteration 7F: 3 clusters Score -3.400069e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146483 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -34003056.000000 Penalty: 6173.864746
	Iteration 8Q: 3 clusters Score -3.400306e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -34003736.000000 Penalty: 6173.864746
	Iteration 9Q: 3 clusters Score -3.400374e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -34003940.000000 Penalty: 6173.864746
	Iteration 10Q: 3 clusters Score -3.400394e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140113 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -34004172.000000 Penalty: 6173.864746
	Iteration 11Q: 3 clusters Score -3.400417e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
Score: -34004412.000000 Penalty: 6173.864746
	Iteration 12Q: 3 clusters Score -3.400441e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137017 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -34004640.000000 Penalty: 6173.864746
	Iteration 13Q: 3 clusters Score -3.400464e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135777 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -34004968.000000 Penalty: 6173.864746
	Iteration 14Q: 3 clusters Score -3.400497e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134701 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -34005116.000000 Penalty: 6173.864746
	Iteration 15Q: 3 clusters Score -3.400512e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133670 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -34005268.000000 Penalty: 6173.864746
	Iteration 16Q: 3 clusters Score -3.400527e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132754 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -34005400.000000 Penalty: 6173.864746
	Iteration 17Q: 3 clusters Score -3.40054e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -34005548.000000 Penalty: 6173.864746
	Iteration 18Q: 3 clusters Score -3.400555e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131116 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -34005544.000000 Penalty: 6173.864746
	Iteration 19Q: 3 clusters Score -3.400554e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -34005592.000000 Penalty: 6173.864746
	Iteration 20F: 3 clusters Score -3.400559e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129574 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -34005672.000000 Penalty: 6173.864746
	Iteration 21Q: 3 clusters Score -3.400567e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -34005660.000000 Penalty: 6173.864746
	Iteration 22Q: 3 clusters Score -3.400566e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128359 members 
Mstep: Class 2 contains 126205 members 
Entering Unmasked Estep 
Score: -34005500.000000 Penalty: 6173.864746
	Iteration 23Q: 3 clusters Score -3.40055e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -34005404.000000 Penalty: 6173.864746
	Iteration 24Q: 3 clusters Score -3.40054e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -34005248.000000 Penalty: 6173.864746
	Iteration 25Q: 3 clusters Score -3.400525e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -34005128.000000 Penalty: 6173.864746
	Iteration 26Q: 3 clusters Score -3.400513e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126596 members 
Mstep: Class 2 contains 127968 members 
Entering Unmasked Estep 
Score: -34005012.000000 Penalty: 6173.864746
	Iteration 27Q: 3 clusters Score -3.400501e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126297 members 
Mstep: Class 2 contains 128267 members 
Entering Unmasked Estep 
Score: -34005000.000000 Penalty: 6173.864746
	Iteration 28Q: 3 clusters Score -3.4005e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 128523 members 
Entering Unmasked Estep 
Score: -34004912.000000 Penalty: 6173.864746
	Iteration 29Q: 3 clusters Score -3.400491e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 128781 members 
Entering Unmasked Estep 
Score: -34004764.000000 Penalty: 6173.864746
	Iteration 30Q: 3 clusters Score -3.400476e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125591 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -34004608.000000 Penalty: 6173.864746
	Iteration 31Q: 3 clusters Score -3.400461e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -34004556.000000 Penalty: 6173.864746
	Iteration 32Q: 3 clusters Score -3.400456e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 129197 members 
Entering Unmasked Estep 
Score: -34004464.000000 Penalty: 6173.864746
	Iteration 33Q: 3 clusters Score -3.400446e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -34004412.000000 Penalty: 6173.864746
	Iteration 34Q: 3 clusters Score -3.400441e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 129298 members 
Entering Unmasked Estep 
Score: -34004376.000000 Penalty: 6173.864746
	Iteration 35Q: 3 clusters Score -3.400438e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 129285 members 
Entering Unmasked Estep 
Score: -34004088.000000 Penalty: 6173.864746
	Iteration 36Q: 3 clusters Score -3.400409e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -34003972.000000 Penalty: 6173.864746
	Iteration 37Q: 3 clusters Score -3.400397e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -34003816.000000 Penalty: 6173.864746
	Iteration 38Q: 3 clusters Score -3.400382e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 128964 members 
Entering Unmasked Estep 
Score: -34003556.000000 Penalty: 6173.864746
	Iteration 39Q: 3 clusters Score -3.400356e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -34003464.000000 Penalty: 6173.864746
	Iteration 40F: 3 clusters Score -3.400346e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 128512 members 
Entering Unmasked Estep 
Score: -34003244.000000 Penalty: 6173.864746
	Iteration 41Q: 3 clusters Score -3.400324e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126224 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -34003212.000000 Penalty: 6173.864746
	Iteration 42Q: 3 clusters Score -3.400321e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 128124 members 
Entering Unmasked Estep 
Score: -34003228.000000 Penalty: 6173.864746
	Iteration 43Q: 3 clusters Score -3.400323e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -34003120.000000 Penalty: 6173.864746
	Iteration 44Q: 3 clusters Score -3.400312e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -34003032.000000 Penalty: 6173.864746
	Iteration 45Q: 3 clusters Score -3.400303e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127192 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -34002920.000000 Penalty: 6173.864746
	Iteration 46Q: 3 clusters Score -3.400292e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -34002768.000000 Penalty: 6173.864746
	Iteration 47Q: 3 clusters Score -3.400277e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -34002640.000000 Penalty: 6173.864746
	Iteration 48Q: 3 clusters Score -3.400264e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 126615 members 
Entering Unmasked Estep 
Score: -34002560.000000 Penalty: 6173.864746
	Iteration 49Q: 3 clusters Score -3.400256e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -34002508.000000 Penalty: 6173.864746
	Iteration 50Q: 3 clusters Score -3.400251e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128190 members 
Mstep: Class 2 contains 126374 members 
Entering Unmasked Estep 
Score: -34002516.000000 Penalty: 6173.864746
	Iteration 51Q: 3 clusters Score -3.400252e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128296 members 
Mstep: Class 2 contains 126268 members 
Entering Unmasked Estep 
Score: -34002480.000000 Penalty: 6173.864746
	Iteration 52Q: 3 clusters Score -3.400248e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -34002524.000000 Penalty: 6173.864746
	Iteration 53Q: 3 clusters Score -3.400252e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 126060 members 
Entering Unmasked Estep 
Score: -34002364.000000 Penalty: 6173.864746
	Iteration 54Q: 3 clusters Score -3.400236e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Mstep: Class 2 contains 125992 members 
Entering Unmasked Estep 
Score: -34002356.000000 Penalty: 6173.864746
	Iteration 55Q: 3 clusters Score -3.400236e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128630 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -34002284.000000 Penalty: 6173.864746
	Iteration 56Q: 3 clusters Score -3.400228e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 125848 members 
Entering Unmasked Estep 
Score: -34002272.000000 Penalty: 6173.864746
	Iteration 57Q: 3 clusters Score -3.400227e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -34002232.000000 Penalty: 6173.864746
	Iteration 58Q: 3 clusters Score -3.400223e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128852 members 
Mstep: Class 2 contains 125712 members 
Entering Unmasked Estep 
Score: -34002208.000000 Penalty: 6173.864746
	Iteration 59Q: 3 clusters Score -3.400221e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -34002236.000000 Penalty: 6173.864746
	Iteration 60F: 3 clusters Score -3.400224e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -34002204.000000 Penalty: 6173.864746
	Iteration 61Q: 3 clusters Score -3.40022e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -34002192.000000 Penalty: 6173.864746
	Iteration 62Q: 3 clusters Score -3.400219e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -34002284.000000 Penalty: 6173.864746
	Iteration 63Q: 3 clusters Score -3.400228e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -34002260.000000 Penalty: 6173.864746
	Iteration 64Q: 3 clusters Score -3.400226e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 125638 members 
Entering Unmasked Estep 
Score: -34002284.000000 Penalty: 6173.864746
	Iteration 65Q: 3 clusters Score -3.400228e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 125669 members 
Entering Unmasked Estep 
Score: -34002292.000000 Penalty: 6173.864746
	Iteration 66Q: 3 clusters Score -3.400229e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128891 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -34002292.000000 Penalty: 6173.864746
	Iteration 67Q: 3 clusters Score -3.400229e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -34002296.000000 Penalty: 6173.864746
	Iteration 68Q: 3 clusters Score -3.40023e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -34002200.000000 Penalty: 6173.864746
	Iteration 69Q: 3 clusters Score -3.40022e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 125728 members 
Entering Unmasked Estep 
Score: -34002156.000000 Penalty: 6173.864746
	Iteration 70Q: 3 clusters Score -3.400216e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128829 members 
Mstep: Class 2 contains 125735 members 
Entering Unmasked Estep 
Score: -34002236.000000 Penalty: 6173.864746
	Iteration 71Q: 3 clusters Score -3.400224e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -34002192.000000 Penalty: 6173.864746
	Iteration 72Q: 3 clusters Score -3.400219e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -34002136.000000 Penalty: 6173.864746
	Iteration 73Q: 3 clusters Score -3.400214e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -34002136.000000 Penalty: 6173.864746
	Iteration 74Q: 3 clusters Score -3.400214e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -34002172.000000 Penalty: 6173.864746
	Iteration 75Q: 3 clusters Score -3.400217e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128642 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -34002132.000000 Penalty: 6173.864746
	Iteration 76Q: 3 clusters Score -3.400213e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 125952 members 
Entering Unmasked Estep 
Score: -34002132.000000 Penalty: 6173.864746
	Iteration 77Q: 3 clusters Score -3.400213e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -34002136.000000 Penalty: 6173.864746
	Iteration 78Q: 3 clusters Score -3.400214e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -34002112.000000 Penalty: 6173.864746
	Iteration 79Q: 3 clusters Score -3.400211e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128627 members 
Mstep: Class 2 contains 125937 members 
Entering Unmasked Estep 
Score: -34002068.000000 Penalty: 6173.864746
	Iteration 80F: 3 clusters Score -3.400207e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -34002040.000000 Penalty: 6173.864746
	Iteration 81Q: 3 clusters Score -3.400204e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128630 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -34002024.000000 Penalty: 6173.864746
	Iteration 82Q: 3 clusters Score -3.400202e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128645 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -34002012.000000 Penalty: 6173.864746
	Iteration 83Q: 3 clusters Score -3.400201e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 125897 members 
Entering Unmasked Estep 
Score: -34002028.000000 Penalty: 6173.864746
	Iteration 84Q: 3 clusters Score -3.400203e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128701 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -34001920.000000 Penalty: 6173.864746
	Iteration 85Q: 3 clusters Score -3.400192e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -34001876.000000 Penalty: 6173.864746
	Iteration 86Q: 3 clusters Score -3.400188e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -34001816.000000 Penalty: 6173.864746
	Iteration 87Q: 3 clusters Score -3.400182e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -34001816.000000 Penalty: 6173.864746
	Iteration 88Q: 3 clusters Score -3.400182e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Mstep: Class 2 contains 125763 members 
Entering Unmasked Estep 
Score: -34001828.000000 Penalty: 6173.864746
	Iteration 89Q: 3 clusters Score -3.400183e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
Score: -34001824.000000 Penalty: 6173.864746
	Iteration 90Q: 3 clusters Score -3.400182e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -34001868.000000 Penalty: 6173.864746
	Iteration 91Q: 3 clusters Score -3.400187e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 125631 members 
Entering Unmasked Estep 
Score: -34001928.000000 Penalty: 6173.864746
	Iteration 92Q: 3 clusters Score -3.400193e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128973 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -34001944.000000 Penalty: 6173.864746
	Iteration 93Q: 3 clusters Score -3.400194e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129024 members 
Mstep: Class 2 contains 125540 members 
Entering Unmasked Estep 
Score: -34001968.000000 Penalty: 6173.864746
	Iteration 94Q: 3 clusters Score -3.400197e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 125469 members 
Entering Unmasked Estep 
Score: -34001908.000000 Penalty: 6173.864746
	Iteration 95Q: 3 clusters Score -3.400191e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -34001864.000000 Penalty: 6173.864746
	Iteration 96Q: 3 clusters Score -3.400186e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 125371 members 
Entering Unmasked Estep 
Score: -34001904.000000 Penalty: 6173.864746
	Iteration 97Q: 3 clusters Score -3.40019e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129224 members 
Mstep: Class 2 contains 125340 members 
Entering Unmasked Estep 
Score: -34001936.000000 Penalty: 6173.864746
	Iteration 98Q: 3 clusters Score -3.400194e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129236 members 
Mstep: Class 2 contains 125328 members 
Entering Unmasked Estep 
Score: -34001880.000000 Penalty: 6173.864746
	Iteration 99Q: 3 clusters Score -3.400188e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -34001876.000000 Penalty: 6173.864746
	Iteration 100F: 3 clusters Score -3.400188e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129268 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -34001868.000000 Penalty: 6173.864746
	Iteration 101Q: 3 clusters Score -3.400187e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129303 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
Score: -34001888.000000 Penalty: 6173.864746
	Iteration 102Q: 3 clusters Score -3.400189e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129332 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -34001960.000000 Penalty: 6173.864746
	Iteration 103Q: 3 clusters Score -3.400196e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -34001944.000000 Penalty: 6173.864746
	Iteration 104Q: 3 clusters Score -3.400194e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 125191 members 
Entering Unmasked Estep 
Score: -34001960.000000 Penalty: 6173.864746
	Iteration 105Q: 3 clusters Score -3.400196e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -34001984.000000 Penalty: 6173.864746
	Iteration 106Q: 3 clusters Score -3.400198e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 125154 members 
Entering Unmasked Estep 
Score: -34001936.000000 Penalty: 6173.864746
	Iteration 107Q: 3 clusters Score -3.400194e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -34001968.000000 Penalty: 6173.864746
	Iteration 108Q: 3 clusters Score -3.400197e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129454 members 
Mstep: Class 2 contains 125110 members 
Entering Unmasked Estep 
Score: -34001940.000000 Penalty: 6173.864746
	Iteration 109Q: 3 clusters Score -3.400194e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129486 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -34001916.000000 Penalty: 6173.864746
	Iteration 110Q: 3 clusters Score -3.400192e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129509 members 
Mstep: Class 2 contains 125055 members 
Entering Unmasked Estep 
Score: -34001892.000000 Penalty: 6173.864746
	Iteration 111Q: 3 clusters Score -3.400189e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.400189e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129575 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -34001896.000000 Penalty: 6173.864746
	Iteration 113Q: 3 clusters Score -3.40019e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 124941 members 
Entering Unmasked Estep 
Score: -34001908.000000 Penalty: 6173.864746
	Iteration 114Q: 3 clusters Score -3.400191e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -34001904.000000 Penalty: 6173.864746
	Iteration 115Q: 3 clusters Score -3.40019e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129681 members 
Mstep: Class 2 contains 124883 members 
Entering Unmasked Estep 
Score: -34001880.000000 Penalty: 6173.864746
	Iteration 116Q: 3 clusters Score -3.400188e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -34001868.000000 Penalty: 6173.864746
	Iteration 117Q: 3 clusters Score -3.400187e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129723 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -34001864.000000 Penalty: 6173.864746
	Iteration 118Q: 3 clusters Score -3.400186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129722 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -34001900.000000 Penalty: 6173.864746
	Iteration 119Q: 3 clusters Score -3.40019e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -34001896.000000 Penalty: 6173.864746
	Iteration 120F: 3 clusters Score -3.40019e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 124837 members 
Entering Unmasked Estep 
Score: -34001904.000000 Penalty: 6173.864746
	Iteration 121Q: 3 clusters Score -3.40019e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -34001872.000000 Penalty: 6173.864746
	Iteration 122Q: 3 clusters Score -3.400187e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129739 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -34001876.000000 Penalty: 6173.864746
	Iteration 123Q: 3 clusters Score -3.400188e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -34001828.000000 Penalty: 6173.864746
	Iteration 124Q: 3 clusters Score -3.400183e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129702 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -34001800.000000 Penalty: 6173.864746
	Iteration 125Q: 3 clusters Score -3.40018e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 124868 members 
Entering Unmasked Estep 
Score: -34001784.000000 Penalty: 6173.864746
	Iteration 126Q: 3 clusters Score -3.400178e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 124872 members 
Entering Unmasked Estep 
Score: -34001788.000000 Penalty: 6173.864746
	Iteration 127Q: 3 clusters Score -3.400179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -34001776.000000 Penalty: 6173.864746
	Iteration 128Q: 3 clusters Score -3.400178e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.400177e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -34001752.000000 Penalty: 6173.864746
	Iteration 130Q: 3 clusters Score -3.400175e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -34001760.000000 Penalty: 6173.864746
	Iteration 131Q: 3 clusters Score -3.400176e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129672 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.400178e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129683 members 
Mstep: Class 2 contains 124881 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.400181e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129680 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.400183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129688 members 
Mstep: Class 2 contains 124876 members 
Entering Unmasked Estep 
Score: -34001820.000000 Penalty: 6173.864746
	Iteration 135Q: 3 clusters Score -3.400182e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129691 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.40018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.400181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129724 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.400182e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129734 members 
Mstep: Class 2 contains 124830 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.400185e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129734 members 
Mstep: Class 2 contains 124830 members 
Entering Unmasked Estep 
Score: -34001840.000000 Penalty: 6173.864746
	Iteration 140F: 3 clusters Score -3.400184e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -34001844.000000 Penalty: 6173.864746
	Iteration 141Q: 3 clusters Score -3.400184e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -34001824.000000 Penalty: 6173.864746
	Iteration 142Q: 3 clusters Score -3.400182e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.40018e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.400178e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -34001788.000000 Penalty: 6173.864746
	Iteration 145Q: 3 clusters Score -3.400179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.40018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 124785 members 
Entering Unmasked Estep 
Score: -34001792.000000 Penalty: 6173.864746
	Iteration 147Q: 3 clusters Score -3.400179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.400176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.400177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.400174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.400175e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.400176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129764 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3.400174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -34001748.000000 Penalty: 6173.864746
	Iteration 154Q: 3 clusters Score -3.400175e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -34001760.000000 Penalty: 6173.864746
	Iteration 155Q: 3 clusters Score -3.400176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.400176e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129764 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.400176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129764 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.400177e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.400174e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.400174e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129762 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -34001772.000000 Penalty: 6173.864746
	Iteration 161Q: 3 clusters Score -3.400177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129764 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.400177e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -34001752.000000 Penalty: 6173.864746
	Iteration 163Q: 3 clusters Score -3.400175e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 124790 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.400176e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 124785 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.400176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.400176e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 124785 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.400176e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129776 members 
Mstep: Class 2 contains 124788 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.400177e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 124785 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3.400178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129785 members 
Mstep: Class 2 contains 124779 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.400177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129787 members 
Mstep: Class 2 contains 124777 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3.400176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129789 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.400176e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 124779 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.400177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
Score: -34001760.000000 Penalty: 6173.864746
	Iteration 174Q: 3 clusters Score -3.400176e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.400176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.400176e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.400178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.400177e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.400176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
Score: -34001756.000000 Penalty: 6173.864746
	Iteration 180F: 3 clusters Score -3.400176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 124786 members 
Entering Unmasked Estep 
Score: -34001772.000000 Penalty: 6173.864746
	Iteration 181Q: 3 clusters Score -3.400177e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 124788 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.400178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
Score: -34001780.000000 Penalty: 6173.864746
	Iteration 183Q: 3 clusters Score -3.400178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 124795 members 
Entering Unmasked Estep 
Score: -34001800.000000 Penalty: 6173.864746
	Iteration 184Q: 3 clusters Score -3.40018e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -34001808.000000 Penalty: 6173.864746
	Iteration 185Q: 3 clusters Score -3.400181e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -34001816.000000 Penalty: 6173.864746
	Iteration 186Q: 3 clusters Score -3.400182e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.400181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -34001820.000000 Penalty: 6173.864746
	Iteration 188Q: 3 clusters Score -3.400182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -34001800.000000 Penalty: 6173.864746
	Iteration 189Q: 3 clusters Score -3.40018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.400182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -34001820.000000 Penalty: 6173.864746
	Iteration 191Q: 3 clusters Score -3.400182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -34001848.000000 Penalty: 6173.864746
	Iteration 192Q: 3 clusters Score -3.400185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3.400182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129738 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -34001824.000000 Penalty: 6173.864746
	Iteration 194Q: 3 clusters Score -3.400182e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -34001828.000000 Penalty: 6173.864746
	Iteration 195Q: 3 clusters Score -3.400183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3.400183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129739 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -34001836.000000 Penalty: 6173.864746
	Iteration 197Q: 3 clusters Score -3.400184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -34001816.000000 Penalty: 6173.864746
	Iteration 198Q: 3 clusters Score -3.400182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -34001816.000000 Penalty: 6173.864746
	Iteration 199Q: 3 clusters Score -3.400182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -34001816.000000 Penalty: 6173.864746
	Iteration 200F: 3 clusters Score -3.400182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 31858 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 59990 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 22908 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 32077 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 16 contains 124828 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 129736 members 
Entering Unmasked Estep 
Score: -62731812.000000 Penalty: 61602.574219
Splitting cluster 20 changes total score from -62710672.000000 to -62731812.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 7 contains 31858 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 59990 members 
Mstep: Class 12 contains 22908 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 32077 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 129736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741576.000000 Penalty: 61602.574219
Iteration 39Q: 20 clusters Score -6.274158e+07 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 21334 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 9639 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 30862 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 5778 members 
Mstep: Class 10 contains 57957 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 22792 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 31593 members 
Mstep: Class 15 contains 10331 members 
Mstep: Class 16 contains 129577 members 
Mstep: Class 17 contains 3183 members 
Mstep: Class 19 contains 9302 members 
Mstep: Class 20 contains 130675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747808.000000 Penalty: 61602.574219
Iteration 40F: 20 clusters Score -6.274781e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21183 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 5174 members 
Mstep: Class 7 contains 29521 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 56453 members 
Mstep: Class 11 contains 690 members 
Mstep: Class 12 contains 22123 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31276 members 
Mstep: Class 15 contains 9382 members 
Mstep: Class 16 contains 134369 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 19 contains 8917 members 
Mstep: Class 20 contains 131010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750432.000000 Penalty: 61602.574219
Iteration 41Q: 20 clusters Score -6.275043e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21102 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 28543 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 55329 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 21775 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 31127 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 137093 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 131924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750312.000000 Penalty: 61602.574219
Iteration 42Q: 20 clusters Score -6.275031e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21068 members 
Mstep: Class 3 contains 1954 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 9326 members 
Mstep: Class 6 contains 5726 members 
Mstep: Class 7 contains 27773 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 54375 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 31054 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 138868 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 19 contains 8651 members 
Mstep: Class 20 contains 133010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749728.000000 Penalty: 61602.574219
Iteration 43Q: 20 clusters Score -6.274973e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21057 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 9185 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 27199 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 53601 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 645 members 
Mstep: Class 14 contains 31028 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 139975 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 134007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749240.000000 Penalty: 61602.574219
Iteration 44Q: 20 clusters Score -6.274924e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21058 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 26720 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 4966 members 
Mstep: Class 10 contains 52971 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 140652 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 19 contains 8614 members 
Mstep: Class 20 contains 134991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748860.000000 Penalty: 61602.574219
Iteration 45Q: 20 clusters Score -6.274886e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21068 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 8875 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 26296 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 52388 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 21449 members 
Mstep: Class 13 contains 673 members 
Mstep: Class 14 contains 31085 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 141183 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 135816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748764.000000 Penalty: 61602.574219
Iteration 46Q: 20 clusters Score -6.274876e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21069 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 25978 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 4784 members 
Mstep: Class 10 contains 51863 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 682 members 
Mstep: Class 14 contains 31127 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 141541 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 19 contains 8668 members 
Mstep: Class 20 contains 136604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748636.000000 Penalty: 61602.574219
Iteration 47Q: 20 clusters Score -6.274864e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21075 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 25714 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 4708 members 
Mstep: Class 10 contains 51390 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 21465 members 
Mstep: Class 13 contains 692 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 141814 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 19 contains 8701 members 
Mstep: Class 20 contains 137290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748384.000000 Penalty: 61602.574219
Iteration 48Q: 20 clusters Score -6.274838e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 21083 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 8439 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 25483 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 51011 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 21513 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 31181 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 141948 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 137914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747984.000000 Penalty: 61602.574219
Iteration 49Q: 20 clusters Score -6.274798e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 21077 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 25295 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 4597 members 
Mstep: Class 10 contains 50691 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 21575 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 31218 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 141988 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 19 contains 8739 members 
Mstep: Class 20 contains 138454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747892.000000 Penalty: 61602.574219
Iteration 50Q: 20 clusters Score -6.274789e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21067 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 25147 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 50412 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 21635 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 31267 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 142030 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 19 contains 8749 members 
Mstep: Class 20 contains 138882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748008.000000 Penalty: 61602.574219
Iteration 51Q: 20 clusters Score -6.274801e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 21056 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 25024 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 21688 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 31318 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 142037 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 19 contains 8776 members 
Mstep: Class 20 contains 139273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747744.000000 Penalty: 61602.574219
Iteration 52Q: 20 clusters Score -6.274774e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21049 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 24915 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31355 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 142004 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 19 contains 8801 members 
Mstep: Class 20 contains 139657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747828.000000 Penalty: 61602.574219
Iteration 53Q: 20 clusters Score -6.274783e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21040 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7797 members 
Mstep: Class 6 contains 6015 members 
Mstep: Class 7 contains 24812 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 49779 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 21816 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31376 members 
Mstep: Class 15 contains 6176 members 
Mstep: Class 16 contains 141974 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 140019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747944.000000 Penalty: 61602.574219
Iteration 54Q: 20 clusters Score -6.274794e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 21030 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7689 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 4383 members 
Mstep: Class 10 contains 49592 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 21889 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31400 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 141921 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 140347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748116.000000 Penalty: 61602.574219
Iteration 55Q: 20 clusters Score -6.274812e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 21017 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 24647 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 49426 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 21955 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31414 members 
Mstep: Class 15 contains 6141 members 
Mstep: Class 16 contains 141856 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 140648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748104.000000 Penalty: 61602.574219
Iteration 56Q: 20 clusters Score -6.27481e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20995 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7455 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 24586 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 9 contains 4329 members 
Mstep: Class 10 contains 49298 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 22007 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31438 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 141781 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 140928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748080.000000 Penalty: 61602.574219
Iteration 57Q: 20 clusters Score -6.274808e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20981 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7340 members 
Mstep: Class 6 contains 6021 members 
Mstep: Class 7 contains 24543 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 10 contains 49174 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 22054 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31458 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 141737 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 141180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748024.000000 Penalty: 61602.574219
Iteration 58Q: 20 clusters Score -6.274802e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20971 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 24503 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 22085 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31490 members 
Mstep: Class 15 contains 6150 members 
Mstep: Class 16 contains 141670 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 141402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748040.000000 Penalty: 61602.574219
Iteration 59Q: 20 clusters Score -6.274804e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20965 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 6021 members 
Mstep: Class 7 contains 24468 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 48999 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 22121 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31507 members 
Mstep: Class 15 contains 6161 members 
Mstep: Class 16 contains 141614 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 19 contains 8946 members 
Mstep: Class 20 contains 141581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749456.000000 Penalty: 61602.574219
Iteration 60F: 20 clusters Score -6.274946e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20946 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 7063 members 
Mstep: Class 6 contains 6021 members 
Mstep: Class 7 contains 24444 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 48907 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31530 members 
Mstep: Class 15 contains 6163 members 
Mstep: Class 16 contains 141557 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 141708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750628.000000 Penalty: 61602.574219
Iteration 61Q: 20 clusters Score -6.275063e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20910 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 24434 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 10 contains 48822 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 22195 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 31547 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 141527 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 19 contains 8996 members 
Mstep: Class 20 contains 141799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750916.000000 Penalty: 61602.574219
Iteration 62Q: 20 clusters Score -6.275092e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20895 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 6904 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 24430 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 48750 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31573 members 
Mstep: Class 15 contains 6219 members 
Mstep: Class 16 contains 141475 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 19 contains 9014 members 
Mstep: Class 20 contains 141864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750916.000000 Penalty: 61602.574219
Iteration 63Q: 20 clusters Score -6.275092e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20869 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 24405 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 48689 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 22256 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 31598 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 141453 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 20 contains 141921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751040.000000 Penalty: 61602.574219
Iteration 64Q: 20 clusters Score -6.275104e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20831 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 713 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 6007 members 
Mstep: Class 7 contains 24380 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 48607 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 22281 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 31639 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 141459 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 19 contains 9080 members 
Mstep: Class 20 contains 141959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751352.000000 Penalty: 61602.574219
Iteration 65Q: 20 clusters Score -6.275135e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20797 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 24346 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 4053 members 
Mstep: Class 10 contains 48546 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 22316 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 31678 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 141436 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 19 contains 9115 members 
Mstep: Class 20 contains 141983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751376.000000 Penalty: 61602.574219
Iteration 66Q: 20 clusters Score -6.275138e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20768 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 24324 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 48490 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 22348 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 31716 members 
Mstep: Class 15 contains 6320 members 
Mstep: Class 16 contains 141426 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 19 contains 9128 members 
Mstep: Class 20 contains 142005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751488.000000 Penalty: 61602.574219
Iteration 67Q: 20 clusters Score -6.275149e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 5999 members 
Mstep: Class 7 contains 24318 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 48451 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 22387 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 31739 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 141406 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 142009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751704.000000 Penalty: 61602.574219
Iteration 68Q: 20 clusters Score -6.27517e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 20732 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 24309 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 48415 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 31744 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 141367 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 19 contains 9144 members 
Mstep: Class 20 contains 142025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751568.000000 Penalty: 61602.574219
Iteration 69Q: 20 clusters Score -6.275157e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 20718 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6502 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 10 contains 48383 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 22450 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 31756 members 
Mstep: Class 15 contains 6433 members 
Mstep: Class 16 contains 141305 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 142046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751516.000000 Penalty: 61602.574219
Iteration 70Q: 20 clusters Score -6.275152e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20703 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 24277 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 48352 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 22476 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31760 members 
Mstep: Class 15 contains 6478 members 
Mstep: Class 16 contains 141255 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 142079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751548.000000 Penalty: 61602.574219
Iteration 71Q: 20 clusters Score -6.275155e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 20690 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 24265 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 3926 members 
Mstep: Class 10 contains 48289 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 22509 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31762 members 
Mstep: Class 15 contains 6498 members 
Mstep: Class 16 contains 141180 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 142147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751500.000000 Penalty: 61602.574219
Iteration 72Q: 20 clusters Score -6.27515e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20680 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 24264 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 3921 members 
Mstep: Class 10 contains 48227 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31762 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 141130 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9173 members 
Mstep: Class 20 contains 142163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751576.000000 Penalty: 61602.574219
Iteration 73Q: 20 clusters Score -6.275158e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20672 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 24253 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 3909 members 
Mstep: Class 10 contains 48184 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31767 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 141116 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9179 members 
Mstep: Class 20 contains 142168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751468.000000 Penalty: 61602.574219
Iteration 74Q: 20 clusters Score -6.275147e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20669 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 24249 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 48151 members 
Mstep: Class 11 contains 499 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31770 members 
Mstep: Class 15 contains 6540 members 
Mstep: Class 16 contains 141106 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9183 members 
Mstep: Class 20 contains 142145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751520.000000 Penalty: 61602.574219
Iteration 75Q: 20 clusters Score -6.275152e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 20666 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 24248 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 3890 members 
Mstep: Class 10 contains 48132 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 22633 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31778 members 
Mstep: Class 15 contains 6551 members 
Mstep: Class 16 contains 141089 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9186 members 
Mstep: Class 20 contains 142113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751520.000000 Penalty: 61602.574219
Iteration 76Q: 20 clusters Score -6.275152e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 20667 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 24249 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 3884 members 
Mstep: Class 10 contains 48089 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 22652 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31783 members 
Mstep: Class 15 contains 6558 members 
Mstep: Class 16 contains 141069 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 142110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751560.000000 Penalty: 61602.574219
Iteration 77Q: 20 clusters Score -6.275156e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 20665 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 24244 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 48054 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 22674 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31788 members 
Mstep: Class 15 contains 6578 members 
Mstep: Class 16 contains 141060 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9187 members 
Mstep: Class 20 contains 142097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751496.000000 Penalty: 61602.574219
Iteration 78Q: 20 clusters Score -6.27515e+07 nChanged 415
Entering ConstructFrom: 
Score: -62751496.000000 Penalty: 61602.574219
Entering ConstructFrom: 
Trying to split cluster 1 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -327256.937500 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -327256.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -324174.093750 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -324174.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -324795.656250 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -324795.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324978.625000 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -324978.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325099.718750 Penalty: 3898.651855
	Iteration 3F: 3 clusters Score -325099.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -325186.750000 Penalty: 3898.651855
	Iteration 4Q: 3 clusters Score -325186.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -325243.375000 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -325243.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325278.125000 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -325278.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -325306.625000 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -325306.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -325335.000000 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -325335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -325355.250000 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -325355.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325375.093750 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -325375.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -325391.968750 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -325392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -325408.968750 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -325409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -325423.937500 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -325423.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325440.125000 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -325440.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -325455.687500 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -325455.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325469.781250 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -325469.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325480.250000 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -325480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -325487.437500 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -325487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -325494.718750 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -325494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325500.312500 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -325500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325503.687500 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -325503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -325505.281250 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -325505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -325508.656250 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -325508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -325511.843750 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -325511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325515.031250 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -325515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -325518.375000 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -325518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -325521.187500 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -325521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325522.968750 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -325523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -325527.343750 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -325527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -325530.250000 Penalty: 3898.651855
	Iteration 30Q: 3 clusters Score -325530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -325535.000000 Penalty: 3898.651855
	Iteration 31Q: 3 clusters Score -325535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -325539.531250 Penalty: 3898.651855
	Iteration 32Q: 3 clusters Score -325539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325542.562500 Penalty: 3898.651855
	Iteration 33Q: 3 clusters Score -325542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -325544.937500 Penalty: 3898.651855
	Iteration 34Q: 3 clusters Score -325544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -325548.312500 Penalty: 3898.651855
	Iteration 35Q: 3 clusters Score -325548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -325554.031250 Penalty: 3898.651855
	Iteration 36Q: 3 clusters Score -325554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -325560.843750 Penalty: 3898.651855
	Iteration 37Q: 3 clusters Score -325560.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -325568.468750 Penalty: 3898.651855
	Iteration 38Q: 3 clusters Score -325568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -325582.375000 Penalty: 3898.651855
	Iteration 39Q: 3 clusters Score -325582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -325598.437500 Penalty: 3898.651855
	Iteration 40F: 3 clusters Score -325598.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325619.968750 Penalty: 3898.651855
	Iteration 41Q: 3 clusters Score -325620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325646.187500 Penalty: 3898.651855
	Iteration 42Q: 3 clusters Score -325646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325660.343750 Penalty: 3898.651855
	Iteration 43Q: 3 clusters Score -325660.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -325682.375000 Penalty: 3898.651855
	Iteration 44Q: 3 clusters Score -325682.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -325695.968750 Penalty: 3898.651855
	Iteration 45Q: 3 clusters Score -325696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -325711.687500 Penalty: 3898.651855
	Iteration 46Q: 3 clusters Score -325711.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325722.500000 Penalty: 3898.651855
	Iteration 47Q: 3 clusters Score -325722.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325731.312500 Penalty: 3898.651855
	Iteration 48Q: 3 clusters Score -325731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325742.406250 Penalty: 3898.651855
	Iteration 49Q: 3 clusters Score -325742.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325756.968750 Penalty: 3898.651855
	Iteration 50Q: 3 clusters Score -325757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325770.500000 Penalty: 3898.651855
	Iteration 51Q: 3 clusters Score -325770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325779.125000 Penalty: 3898.651855
	Iteration 52Q: 3 clusters Score -325779.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325786.000000 Penalty: 3898.651855
	Iteration 53Q: 3 clusters Score -325786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325789.687500 Penalty: 3898.651855
	Iteration 54Q: 3 clusters Score -325789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -325792.843750 Penalty: 3898.651855
	Iteration 55Q: 3 clusters Score -325792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325795.843750 Penalty: 3898.651855
	Iteration 56Q: 3 clusters Score -325795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325801.125000 Penalty: 3898.651855
	Iteration 57Q: 3 clusters Score -325801.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325806.531250 Penalty: 3898.651855
	Iteration 58Q: 3 clusters Score -325806.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325810.125000 Penalty: 3898.651855
	Iteration 59Q: 3 clusters Score -325810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -325813.531250 Penalty: 3898.651855
	Iteration 60F: 3 clusters Score -325813.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325819.187500 Penalty: 3898.651855
	Iteration 61Q: 3 clusters Score -325819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325822.593750 Penalty: 3898.651855
	Iteration 62Q: 3 clusters Score -325822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325826.937500 Penalty: 3898.651855
	Iteration 63Q: 3 clusters Score -325826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325831.156250 Penalty: 3898.651855
	Iteration 64Q: 3 clusters Score -325831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325832.968750 Penalty: 3898.651855
	Iteration 65Q: 3 clusters Score -325833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325833.156250 Penalty: 3898.651855
	Iteration 66Q: 3 clusters Score -325833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325833.718750 Penalty: 3898.651855
	Iteration 67Q: 3 clusters Score -325833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325833.718750 Penalty: 3898.651855
	Iteration 68F: 3 clusters Score -325833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Entering Unmasked Estep 
Score: -2799584.250000 Penalty: 2464.164795
	Iteration 0F: 2 clusters Score -2799584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2785102.500000 Penalty: 4928.329590
	Iteration 0F: 3 clusters Score -2785102 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2790083.750000 Penalty: 4928.329590
	Iteration 1F: 3 clusters Score -2790084 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2790566.500000 Penalty: 4928.329590
	Iteration 2F: 3 clusters Score -2790566 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2791045.250000 Penalty: 4928.329590
	Iteration 3F: 3 clusters Score -2791045 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2791572.250000 Penalty: 4928.329590
	Iteration 4F: 3 clusters Score -2791572 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2792238.250000 Penalty: 4928.329590
	Iteration 5F: 3 clusters Score -2792238 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2793112.250000 Penalty: 4928.329590
	Iteration 6F: 3 clusters Score -2793112 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2794137.500000 Penalty: 4928.329590
	Iteration 7F: 3 clusters Score -2794138 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2795161.500000 Penalty: 4928.329590
	Iteration 8F: 3 clusters Score -2795162 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2796100.500000 Penalty: 4928.329590
	Iteration 9Q: 3 clusters Score -2796100 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2796696.500000 Penalty: 4928.329590
	Iteration 10Q: 3 clusters Score -2796696 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2797044.500000 Penalty: 4928.329590
	Iteration 11Q: 3 clusters Score -2797044 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2797261.250000 Penalty: 4928.329590
	Iteration 12Q: 3 clusters Score -2797261 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2797381.750000 Penalty: 4928.329590
	Iteration 13Q: 3 clusters Score -2797382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2797456.250000 Penalty: 4928.329590
	Iteration 14Q: 3 clusters Score -2797456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2797506.500000 Penalty: 4928.329590
	Iteration 15Q: 3 clusters Score -2797506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2797539.250000 Penalty: 4928.329590
	Iteration 16Q: 3 clusters Score -2797539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2797555.750000 Penalty: 4928.329590
	Iteration 17Q: 3 clusters Score -2797556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2797575.000000 Penalty: 4928.329590
	Iteration 18Q: 3 clusters Score -2797575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2797590.250000 Penalty: 4928.329590
	Iteration 19Q: 3 clusters Score -2797590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2797599.000000 Penalty: 4928.329590
	Iteration 20F: 3 clusters Score -2797599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2797600.750000 Penalty: 4928.329590
	Iteration 21Q: 3 clusters Score -2797601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2797606.500000 Penalty: 4928.329590
	Iteration 22Q: 3 clusters Score -2797606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2797608.750000 Penalty: 4928.329590
	Iteration 23Q: 3 clusters Score -2797609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2797611.250000 Penalty: 4928.329590
	Iteration 24Q: 3 clusters Score -2797611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2797612.000000 Penalty: 4928.329590
	Iteration 25Q: 3 clusters Score -2797612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2797612.000000 Penalty: 4928.329590
	Iteration 26F: 3 clusters Score -2797612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -218241.843750 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -218241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215771.906250 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -215771.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217800.921875 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -217800.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219555.546875 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -219555.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220803.625000 Penalty: 3777.920898
	Iteration 3F: 3 clusters Score -220803.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -221254.203125 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -221254.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -221554.234375 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -221554.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -221719.546875 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -221719.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221837.265625 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -221837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -221850.250000 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -221850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -221851.921875 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -221851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -221854.062500 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -221854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -221856.328125 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -221856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -221862.078125 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -221862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221868.515625 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -221868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221874.031250 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -221874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -221879.062500 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -221879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -221884.281250 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -221884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221892.000000 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -221892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -221895.921875 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -221895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -221900.640625 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -221900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -221913.281250 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -221913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221942.281250 Penalty: 3777.920898
	Iteration 21Q: 3 clusters Score -221942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -221961.046875 Penalty: 3777.920898
	Iteration 22Q: 3 clusters Score -221961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -221974.734375 Penalty: 3777.920898
	Iteration 23Q: 3 clusters Score -221974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -221996.953125 Penalty: 3777.920898
	Iteration 24Q: 3 clusters Score -221997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -222037.093750 Penalty: 3777.920898
	Iteration 25Q: 3 clusters Score -222037.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -222102.437500 Penalty: 3777.920898
	Iteration 26Q: 3 clusters Score -222102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -222128.953125 Penalty: 3777.920898
	Iteration 27Q: 3 clusters Score -222129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -222150.546875 Penalty: 3777.920898
	Iteration 28Q: 3 clusters Score -222150.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -222203.703125 Penalty: 3777.920898
	Iteration 29Q: 3 clusters Score -222203.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -222358.859375 Penalty: 3777.920898
	Iteration 30Q: 3 clusters Score -222358.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -222836.140625 Penalty: 3777.920898
	Iteration 31Q: 3 clusters Score -222836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -223011.687500 Penalty: 3777.920898
	Iteration 32Q: 3 clusters Score -223011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -223026.859375 Penalty: 3777.920898
	Iteration 33Q: 3 clusters Score -223026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223028.234375 Penalty: 3777.920898
	Iteration 34Q: 3 clusters Score -223028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223028.234375 Penalty: 3777.920898
	Iteration 35F: 3 clusters Score -223028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 20664 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 24242 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31797 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 141042 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 142099 members 
Entering Unmasked Estep 
Score: -62754716.000000 Penalty: 64844.812500
Splitting cluster 3 changes total score from -62751496.000000 to -62754716.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -62302.542969 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -62302.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60896.519531 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -60896.52 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61835.632812 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -61835.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62340.476562 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -62340.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62989.925781 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -62989.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63393.445312 Penalty: 3239.315186
	Iteration 4F: 3 clusters Score -63393.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63663.871094 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -63663.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63828.722656 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -63828.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63964.144531 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -63964.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64051.980469 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -64051.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64069.558594 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -64069.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64072.808594 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -64072.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64075.132812 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -64075.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64086.816406 Penalty: 3239.315186
	Iteration 12F: 3 clusters Score -64086.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64142.066406 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -64142.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64177.179688 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -64177.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64177.179688 Penalty: 3239.315186
	Iteration 15F: 3 clusters Score -64177.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 20664 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 24242 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31797 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 141042 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 142099 members 
Mstep: Class 21 contains 307 members 
Entering Unmasked Estep 
Score: -62754932.000000 Penalty: 68087.054688
Splitting cluster 4 changes total score from -62751496.000000 to -62754932.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (6249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Entering Unmasked Estep 
Score: -803141.187500 Penalty: 2167.563965
	Iteration 0F: 2 clusters Score -803141.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -797933.375000 Penalty: 4335.127930
	Iteration 0F: 3 clusters Score -797933.4 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -799762.812500 Penalty: 4335.127930
	Iteration 1F: 3 clusters Score -799762.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -800408.250000 Penalty: 4335.127930
	Iteration 2F: 3 clusters Score -800408.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -800928.750000 Penalty: 4335.127930
	Iteration 3F: 3 clusters Score -800928.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -801315.125000 Penalty: 4335.127930
	Iteration 4F: 3 clusters Score -801315.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -801609.500000 Penalty: 4335.127930
	Iteration 5F: 3 clusters Score -801609.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -801763.625000 Penalty: 4335.127930
	Iteration 6Q: 3 clusters Score -801763.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -801847.625000 Penalty: 4335.127930
	Iteration 7Q: 3 clusters Score -801847.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -801903.937500 Penalty: 4335.127930
	Iteration 8Q: 3 clusters Score -801903.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -801945.562500 Penalty: 4335.127930
	Iteration 9Q: 3 clusters Score -801945.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -801975.687500 Penalty: 4335.127930
	Iteration 10Q: 3 clusters Score -801975.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -801998.000000 Penalty: 4335.127930
	Iteration 11Q: 3 clusters Score -801998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -802009.312500 Penalty: 4335.127930
	Iteration 12Q: 3 clusters Score -802009.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -802015.500000 Penalty: 4335.127930
	Iteration 13Q: 3 clusters Score -802015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -802017.875000 Penalty: 4335.127930
	Iteration 14Q: 3 clusters Score -802017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -802019.250000 Penalty: 4335.127930
	Iteration 15Q: 3 clusters Score -802019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -802020.812500 Penalty: 4335.127930
	Iteration 16Q: 3 clusters Score -802020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -802020.812500 Penalty: 4335.127930
	Iteration 17F: 3 clusters Score -802020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -779036.687500 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -779036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -773930.312500 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -773930.3 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -775208.875000 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -775208.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -775488.875000 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -775488.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -775695.812500 Penalty: 4313.800781
	Iteration 3F: 3 clusters Score -775695.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -775871.250000 Penalty: 4313.800781
	Iteration 4Q: 3 clusters Score -775871.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -776038.500000 Penalty: 4313.800781
	Iteration 5Q: 3 clusters Score -776038.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -776216.250000 Penalty: 4313.800781
	Iteration 6Q: 3 clusters Score -776216.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -776394.687500 Penalty: 4313.800781
	Iteration 7Q: 3 clusters Score -776394.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -776566.750000 Penalty: 4313.800781
	Iteration 8Q: 3 clusters Score -776566.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -776724.750000 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -776724.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -776879.875000 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -776879.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -777059.187500 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -777059.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -777217.562500 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -777217.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -777357.500000 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -777357.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -777517.687500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -777517.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -777676.250000 Penalty: 4313.800781
	Iteration 15Q: 3 clusters Score -777676.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -777776.937500 Penalty: 4313.800781
	Iteration 16Q: 3 clusters Score -777776.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -777830.500000 Penalty: 4313.800781
	Iteration 17Q: 3 clusters Score -777830.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -777873.625000 Penalty: 4313.800781
	Iteration 18Q: 3 clusters Score -777873.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -777903.500000 Penalty: 4313.800781
	Iteration 19Q: 3 clusters Score -777903.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -777928.375000 Penalty: 4313.800781
	Iteration 20F: 3 clusters Score -777928.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -777939.375000 Penalty: 4313.800781
	Iteration 21Q: 3 clusters Score -777939.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -777954.937500 Penalty: 4313.800781
	Iteration 22Q: 3 clusters Score -777954.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -777971.687500 Penalty: 4313.800781
	Iteration 23Q: 3 clusters Score -777971.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -777984.250000 Penalty: 4313.800781
	Iteration 24Q: 3 clusters Score -777984.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -778000.437500 Penalty: 4313.800781
	Iteration 25Q: 3 clusters Score -778000.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -778013.625000 Penalty: 4313.800781
	Iteration 26Q: 3 clusters Score -778013.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -778021.500000 Penalty: 4313.800781
	Iteration 27Q: 3 clusters Score -778021.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -778031.500000 Penalty: 4313.800781
	Iteration 28Q: 3 clusters Score -778031.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -778040.562500 Penalty: 4313.800781
	Iteration 29Q: 3 clusters Score -778040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -778046.437500 Penalty: 4313.800781
	Iteration 30Q: 3 clusters Score -778046.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -778053.000000 Penalty: 4313.800781
	Iteration 31Q: 3 clusters Score -778053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -778059.125000 Penalty: 4313.800781
	Iteration 32Q: 3 clusters Score -778059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -778067.375000 Penalty: 4313.800781
	Iteration 33Q: 3 clusters Score -778067.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -778076.000000 Penalty: 4313.800781
	Iteration 34Q: 3 clusters Score -778076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -778085.875000 Penalty: 4313.800781
	Iteration 35Q: 3 clusters Score -778085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -778087.625000 Penalty: 4313.800781
	Iteration 36Q: 3 clusters Score -778087.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -778093.125000 Penalty: 4313.800781
	Iteration 37Q: 3 clusters Score -778093.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -778099.375000 Penalty: 4313.800781
	Iteration 38Q: 3 clusters Score -778099.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -778102.500000 Penalty: 4313.800781
	Iteration 39Q: 3 clusters Score -778102.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -778108.437500 Penalty: 4313.800781
	Iteration 40F: 3 clusters Score -778108.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -778114.812500 Penalty: 4313.800781
	Iteration 41Q: 3 clusters Score -778114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -778121.062500 Penalty: 4313.800781
	Iteration 42Q: 3 clusters Score -778121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -778130.937500 Penalty: 4313.800781
	Iteration 43Q: 3 clusters Score -778130.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -778140.750000 Penalty: 4313.800781
	Iteration 44Q: 3 clusters Score -778140.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -778154.375000 Penalty: 4313.800781
	Iteration 45Q: 3 clusters Score -778154.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -778170.937500 Penalty: 4313.800781
	Iteration 46Q: 3 clusters Score -778170.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -778187.625000 Penalty: 4313.800781
	Iteration 47Q: 3 clusters Score -778187.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -778202.812500 Penalty: 4313.800781
	Iteration 48Q: 3 clusters Score -778202.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -778219.187500 Penalty: 4313.800781
	Iteration 49Q: 3 clusters Score -778219.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -778247.750000 Penalty: 4313.800781
	Iteration 50Q: 3 clusters Score -778247.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -778268.437500 Penalty: 4313.800781
	Iteration 51Q: 3 clusters Score -778268.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -778292.125000 Penalty: 4313.800781
	Iteration 52Q: 3 clusters Score -778292.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -778323.562500 Penalty: 4313.800781
	Iteration 53Q: 3 clusters Score -778323.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -778343.250000 Penalty: 4313.800781
	Iteration 54Q: 3 clusters Score -778343.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -778367.500000 Penalty: 4313.800781
	Iteration 55Q: 3 clusters Score -778367.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -778394.312500 Penalty: 4313.800781
	Iteration 56Q: 3 clusters Score -778394.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -778424.062500 Penalty: 4313.800781
	Iteration 57Q: 3 clusters Score -778424.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -778455.000000 Penalty: 4313.800781
	Iteration 58Q: 3 clusters Score -778455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -778481.062500 Penalty: 4313.800781
	Iteration 59Q: 3 clusters Score -778481.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -778507.937500 Penalty: 4313.800781
	Iteration 60F: 3 clusters Score -778507.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -778534.625000 Penalty: 4313.800781
	Iteration 61Q: 3 clusters Score -778534.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -778555.187500 Penalty: 4313.800781
	Iteration 62Q: 3 clusters Score -778555.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -778579.500000 Penalty: 4313.800781
	Iteration 63Q: 3 clusters Score -778579.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -778595.437500 Penalty: 4313.800781
	Iteration 64Q: 3 clusters Score -778595.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -778608.875000 Penalty: 4313.800781
	Iteration 65Q: 3 clusters Score -778608.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -778621.062500 Penalty: 4313.800781
	Iteration 66Q: 3 clusters Score -778621.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -778629.250000 Penalty: 4313.800781
	Iteration 67Q: 3 clusters Score -778629.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -778637.000000 Penalty: 4313.800781
	Iteration 68Q: 3 clusters Score -778637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -778642.000000 Penalty: 4313.800781
	Iteration 69Q: 3 clusters Score -778642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -778647.375000 Penalty: 4313.800781
	Iteration 70Q: 3 clusters Score -778647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -778651.437500 Penalty: 4313.800781
	Iteration 71Q: 3 clusters Score -778651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -778655.687500 Penalty: 4313.800781
	Iteration 72Q: 3 clusters Score -778655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -778658.687500 Penalty: 4313.800781
	Iteration 73Q: 3 clusters Score -778658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -778657.437500 Penalty: 4313.800781
	Iteration 74Q: 3 clusters Score -778657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -778657.875000 Penalty: 4313.800781
	Iteration 75Q: 3 clusters Score -778657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -778659.812500 Penalty: 4313.800781
	Iteration 76Q: 3 clusters Score -778659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -778660.500000 Penalty: 4313.800781
	Iteration 77Q: 3 clusters Score -778660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -778660.562500 Penalty: 4313.800781
	Iteration 78Q: 3 clusters Score -778660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -778660.562500 Penalty: 4313.800781
	Iteration 79F: 3 clusters Score -778660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Entering Unmasked Estep 
Score: -3293458.500000 Penalty: 2503.768799
	Iteration 0F: 2 clusters Score -3293458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3276639.000000 Penalty: 5007.537598
	Iteration 0F: 3 clusters Score -3276639 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3282403.750000 Penalty: 5007.537598
	Iteration 1F: 3 clusters Score -3282404 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3282803.500000 Penalty: 5007.537598
	Iteration 2Q: 3 clusters Score -3282804 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3283160.000000 Penalty: 5007.537598
	Iteration 3Q: 3 clusters Score -3283160 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3283612.250000 Penalty: 5007.537598
	Iteration 4Q: 3 clusters Score -3283612 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3284238.000000 Penalty: 5007.537598
	Iteration 5F: 3 clusters Score -3284238 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3285177.750000 Penalty: 5007.537598
	Iteration 6F: 3 clusters Score -3285178 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3286509.000000 Penalty: 5007.537598
	Iteration 7F: 3 clusters Score -3286509 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3287986.250000 Penalty: 5007.537598
	Iteration 8F: 3 clusters Score -3287986 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3289371.750000 Penalty: 5007.537598
	Iteration 9F: 3 clusters Score -3289372 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3290340.000000 Penalty: 5007.537598
	Iteration 10Q: 3 clusters Score -3290340 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3290868.250000 Penalty: 5007.537598
	Iteration 11Q: 3 clusters Score -3290868 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3291171.500000 Penalty: 5007.537598
	Iteration 12Q: 3 clusters Score -3291172 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3291347.500000 Penalty: 5007.537598
	Iteration 13Q: 3 clusters Score -3291348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3291453.500000 Penalty: 5007.537598
	Iteration 14Q: 3 clusters Score -3291454 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3291515.000000 Penalty: 5007.537598
	Iteration 15Q: 3 clusters Score -3291515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3291549.500000 Penalty: 5007.537598
	Iteration 16Q: 3 clusters Score -3291550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3291567.500000 Penalty: 5007.537598
	Iteration 17Q: 3 clusters Score -3291568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3291576.250000 Penalty: 5007.537598
	Iteration 18Q: 3 clusters Score -3291576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3291574.750000 Penalty: 5007.537598
	Iteration 19Q: 3 clusters Score -3291575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3291577.250000 Penalty: 5007.537598
	Iteration 20F: 3 clusters Score -3291577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3291583.750000 Penalty: 5007.537598
	Iteration 21Q: 3 clusters Score -3291584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3291588.250000 Penalty: 5007.537598
	Iteration 22Q: 3 clusters Score -3291588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3291588.750000 Penalty: 5007.537598
	Iteration 23Q: 3 clusters Score -3291589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3291597.750000 Penalty: 5007.537598
	Iteration 24Q: 3 clusters Score -3291598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3291602.250000 Penalty: 5007.537598
	Iteration 25Q: 3 clusters Score -3291602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3291597.250000 Penalty: 5007.537598
	Iteration 26Q: 3 clusters Score -3291597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3291603.250000 Penalty: 5007.537598
	Iteration 27Q: 3 clusters Score -3291603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3291609.750000 Penalty: 5007.537598
	Iteration 28Q: 3 clusters Score -3291610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3291607.000000 Penalty: 5007.537598
	Iteration 29Q: 3 clusters Score -3291607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3291609.250000 Penalty: 5007.537598
	Iteration 30Q: 3 clusters Score -3291609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3291610.750000 Penalty: 5007.537598
	Iteration 31Q: 3 clusters Score -3291611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3291610.750000 Penalty: 5007.537598
	Iteration 32Q: 3 clusters Score -3291611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3291609.750000 Penalty: 5007.537598
	Iteration 33Q: 3 clusters Score -3291610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3291615.750000 Penalty: 5007.537598
	Iteration 34Q: 3 clusters Score -3291616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3291612.750000 Penalty: 5007.537598
	Iteration 35Q: 3 clusters Score -3291613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3291614.250000 Penalty: 5007.537598
	Iteration 36Q: 3 clusters Score -3291614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3291614.250000 Penalty: 5007.537598
	Iteration 37F: 3 clusters Score -3291614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -536148.062500 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -536148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -532250.062500 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -532250.1 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -533183.187500 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -533183.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -533409.062500 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -533409.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -533557.562500 Penalty: 4111.487305
	Iteration 3F: 3 clusters Score -533557.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -533685.375000 Penalty: 4111.487305
	Iteration 4Q: 3 clusters Score -533685.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -533785.687500 Penalty: 4111.487305
	Iteration 5Q: 3 clusters Score -533785.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -533861.500000 Penalty: 4111.487305
	Iteration 6Q: 3 clusters Score -533861.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -533914.750000 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -533914.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -533955.750000 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -533955.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -533990.937500 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -533990.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -534024.250000 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -534024.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -534055.437500 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -534055.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -534081.500000 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -534081.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -534109.500000 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -534109.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -534144.687500 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -534144.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -534179.437500 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -534179.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -534221.000000 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -534221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -534258.125000 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -534258.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -534291.562500 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -534291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -534316.125000 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -534316.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -534330.750000 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -534330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -534343.437500 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -534343.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -534355.437500 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -534355.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -534367.062500 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -534367.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -534377.312500 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -534377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -534383.000000 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -534383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -534388.750000 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -534388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -534396.062500 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -534396.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -534404.125000 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -534404.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -534411.187500 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -534411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -534416.250000 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -534416.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -534422.500000 Penalty: 4111.487305
	Iteration 31Q: 3 clusters Score -534422.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -534427.500000 Penalty: 4111.487305
	Iteration 32Q: 3 clusters Score -534427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -534432.312500 Penalty: 4111.487305
	Iteration 33Q: 3 clusters Score -534432.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -534440.250000 Penalty: 4111.487305
	Iteration 34Q: 3 clusters Score -534440.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -534447.500000 Penalty: 4111.487305
	Iteration 35Q: 3 clusters Score -534447.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -534455.125000 Penalty: 4111.487305
	Iteration 36Q: 3 clusters Score -534455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -534465.625000 Penalty: 4111.487305
	Iteration 37Q: 3 clusters Score -534465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -534474.937500 Penalty: 4111.487305
	Iteration 38Q: 3 clusters Score -534474.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -534482.000000 Penalty: 4111.487305
	Iteration 39Q: 3 clusters Score -534482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -534488.125000 Penalty: 4111.487305
	Iteration 40F: 3 clusters Score -534488.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -534495.000000 Penalty: 4111.487305
	Iteration 41Q: 3 clusters Score -534495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -534502.562500 Penalty: 4111.487305
	Iteration 42Q: 3 clusters Score -534502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -534510.687500 Penalty: 4111.487305
	Iteration 43Q: 3 clusters Score -534510.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -534516.937500 Penalty: 4111.487305
	Iteration 44Q: 3 clusters Score -534516.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -534522.000000 Penalty: 4111.487305
	Iteration 45Q: 3 clusters Score -534522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -534527.875000 Penalty: 4111.487305
	Iteration 46Q: 3 clusters Score -534527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -534530.812500 Penalty: 4111.487305
	Iteration 47Q: 3 clusters Score -534530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -534532.937500 Penalty: 4111.487305
	Iteration 48Q: 3 clusters Score -534532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -534534.187500 Penalty: 4111.487305
	Iteration 49Q: 3 clusters Score -534534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -534533.937500 Penalty: 4111.487305
	Iteration 50Q: 3 clusters Score -534533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -534534.250000 Penalty: 4111.487305
	Iteration 51Q: 3 clusters Score -534534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -534534.250000 Penalty: 4111.487305
	Iteration 52F: 3 clusters Score -534534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -509536.781250 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -509536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -505691.500000 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -505691.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -506523.187500 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -506523.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -506723.906250 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -506723.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -506847.281250 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -506847.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -506932.437500 Penalty: 4097.460938
	Iteration 4Q: 3 clusters Score -506932.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -507012.968750 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -507013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -507094.812500 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -507094.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -507171.562500 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -507171.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -507243.406250 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -507243.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -507323.187500 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -507323.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -507404.562500 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -507404.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -507480.750000 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -507480.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -507535.031250 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -507535 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -507581.500000 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -507581.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -507618.625000 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -507618.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -507661.281250 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -507661.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -507688.968750 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -507689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -507705.218750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -507705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -507729.312500 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -507729.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -507742.781250 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -507742.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -507758.937500 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -507758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -507774.687500 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -507774.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -507786.218750 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -507786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -507794.687500 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -507794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -507798.562500 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -507798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -507800.312500 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -507800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -507800.937500 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -507800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -507801.406250 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -507801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -507801.406250 Penalty: 4097.460938
	Iteration 28F: 3 clusters Score -507801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Entering Unmasked Estep 
Score: -6322077.000000 Penalty: 2673.238037
	Iteration 0F: 2 clusters Score -6322077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -6289601.000000 Penalty: 5346.476074
	Iteration 0F: 3 clusters Score -6289601 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -6301731.000000 Penalty: 5346.476074
	Iteration 1F: 3 clusters Score -6301731 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -6302110.500000 Penalty: 5346.476074
	Iteration 2Q: 3 clusters Score -6302110 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -6302495.000000 Penalty: 5346.476074
	Iteration 3Q: 3 clusters Score -6302495 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6302806.000000 Penalty: 5346.476074
	Iteration 4Q: 3 clusters Score -6302806 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -6303067.000000 Penalty: 5346.476074
	Iteration 5Q: 3 clusters Score -6303067 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -6303343.500000 Penalty: 5346.476074
	Iteration 6Q: 3 clusters Score -6303344 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -6303604.000000 Penalty: 5346.476074
	Iteration 7Q: 3 clusters Score -6303604 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -6303868.000000 Penalty: 5346.476074
	Iteration 8Q: 3 clusters Score -6303868 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6304205.500000 Penalty: 5346.476074
	Iteration 9Q: 3 clusters Score -6304206 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -6304572.500000 Penalty: 5346.476074
	Iteration 10Q: 3 clusters Score -6304572 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -6305176.000000 Penalty: 5346.476074
	Iteration 11Q: 3 clusters Score -6305176 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -6306011.000000 Penalty: 5346.476074
	Iteration 12Q: 3 clusters Score -6306011 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -6307175.500000 Penalty: 5346.476074
	Iteration 13Q: 3 clusters Score -6307176 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -6308671.500000 Penalty: 5346.476074
	Iteration 14Q: 3 clusters Score -6308672 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6310109.000000 Penalty: 5346.476074
	Iteration 15F: 3 clusters Score -6310109 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6311010.500000 Penalty: 5346.476074
	Iteration 16Q: 3 clusters Score -6311010 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6311391.000000 Penalty: 5346.476074
	Iteration 17Q: 3 clusters Score -6311391 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6311525.500000 Penalty: 5346.476074
	Iteration 18Q: 3 clusters Score -6311526 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -6311610.000000 Penalty: 5346.476074
	Iteration 19Q: 3 clusters Score -6311610 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6311685.000000 Penalty: 5346.476074
	Iteration 20F: 3 clusters Score -6311685 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6311712.000000 Penalty: 5346.476074
	Iteration 21Q: 3 clusters Score -6311712 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -6311727.000000 Penalty: 5346.476074
	Iteration 22Q: 3 clusters Score -6311727 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -6311758.500000 Penalty: 5346.476074
	Iteration 23Q: 3 clusters Score -6311758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -6311783.500000 Penalty: 5346.476074
	Iteration 24Q: 3 clusters Score -6311784 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -6311805.500000 Penalty: 5346.476074
	Iteration 25Q: 3 clusters Score -6311806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6311828.000000 Penalty: 5346.476074
	Iteration 26Q: 3 clusters Score -6311828 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -6311855.500000 Penalty: 5346.476074
	Iteration 27Q: 3 clusters Score -6311856 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -6311864.500000 Penalty: 5346.476074
	Iteration 28Q: 3 clusters Score -6311864 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -6311878.000000 Penalty: 5346.476074
	Iteration 29Q: 3 clusters Score -6311878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -6311901.500000 Penalty: 5346.476074
	Iteration 30Q: 3 clusters Score -6311902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -6311894.500000 Penalty: 5346.476074
	Iteration 31Q: 3 clusters Score -6311894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -6311921.500000 Penalty: 5346.476074
	Iteration 32Q: 3 clusters Score -6311922 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -6311940.000000 Penalty: 5346.476074
	Iteration 33Q: 3 clusters Score -6311940 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6311954 nChanged 115
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Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 21815 members 
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	Iteration 38Q: 3 clusters Score -6311974 nChanged 56
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Mstep: Class 2 contains 21708 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6319593 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6319586.000000 Penalty: 5346.476074
	Iteration 127Q: 3 clusters Score -6319586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6319596.500000 Penalty: 5346.476074
	Iteration 128Q: 3 clusters Score -6319596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6319612.000000 Penalty: 5346.476074
	Iteration 129Q: 3 clusters Score -6319612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6319625.000000 Penalty: 5346.476074
	Iteration 130Q: 3 clusters Score -6319625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6319634.000000 Penalty: 5346.476074
	Iteration 131Q: 3 clusters Score -6319634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6319646.500000 Penalty: 5346.476074
	Iteration 132Q: 3 clusters Score -6319646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6319654.500000 Penalty: 5346.476074
	Iteration 133Q: 3 clusters Score -6319654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6319651.500000 Penalty: 5346.476074
	Iteration 134Q: 3 clusters Score -6319652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6319651.000000 Penalty: 5346.476074
	Iteration 135Q: 3 clusters Score -6319651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6319647.000000 Penalty: 5346.476074
	Iteration 136Q: 3 clusters Score -6319647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6319636.500000 Penalty: 5346.476074
	Iteration 137Q: 3 clusters Score -6319636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6319648.000000 Penalty: 5346.476074
	Iteration 138Q: 3 clusters Score -6319648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6319653.500000 Penalty: 5346.476074
	Iteration 139Q: 3 clusters Score -6319654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6319653.000000 Penalty: 5346.476074
	Iteration 140F: 3 clusters Score -6319653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6319656.500000 Penalty: 5346.476074
	Iteration 141Q: 3 clusters Score -6319656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6319658.500000 Penalty: 5346.476074
	Iteration 142Q: 3 clusters Score -6319658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6319655.500000 Penalty: 5346.476074
	Iteration 143Q: 3 clusters Score -6319656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6319655.500000 Penalty: 5346.476074
	Iteration 144Q: 3 clusters Score -6319656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6319655.500000 Penalty: 5346.476074
	Iteration 145F: 3 clusters Score -6319656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -61643.851562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -61643.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60179.484375 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -60179.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60371.070312 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -60371.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60482.687500 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -60482.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60720.773438 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -60720.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60981.417969 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -60981.42 nChanged 49
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: -61527.996094 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -61528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -61886.683594 Penalty: 3080.457520
	Iteration 6F: 3 clusters Score -61886.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -62142.789062 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -62142.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62238.960938 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -62238.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62278.660156 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -62278.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62306.101562 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -62306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -62313.714844 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -62313.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -62313.714844 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -62313.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 20664 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 24242 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31797 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 141042 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 142099 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
Score: -62753896.000000 Penalty: 71329.296875
Splitting cluster 11 changes total score from -62751496.000000 to -62753896.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (22685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Entering Unmasked Estep 
Score: -3060022.500000 Penalty: 2487.305908
	Iteration 0F: 2 clusters Score -3060022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3044219.000000 Penalty: 4974.611816
	Iteration 0F: 3 clusters Score -3044219 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3049586.250000 Penalty: 4974.611816
	Iteration 1F: 3 clusters Score -3049586 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3049981.250000 Penalty: 4974.611816
	Iteration 2Q: 3 clusters Score -3049981 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3050289.750000 Penalty: 4974.611816
	Iteration 3Q: 3 clusters Score -3050290 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3050628.750000 Penalty: 4974.611816
	Iteration 4Q: 3 clusters Score -3050629 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3051120.500000 Penalty: 4974.611816
	Iteration 5Q: 3 clusters Score -3051120 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3051751.750000 Penalty: 4974.611816
	Iteration 6F: 3 clusters Score -3051752 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3052622.250000 Penalty: 4974.611816
	Iteration 7F: 3 clusters Score -3052622 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3053748.250000 Penalty: 4974.611816
	Iteration 8F: 3 clusters Score -3053748 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3054919.250000 Penalty: 4974.611816
	Iteration 9F: 3 clusters Score -3054919 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3055966.000000 Penalty: 4974.611816
	Iteration 10F: 3 clusters Score -3055966 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3056822.500000 Penalty: 4974.611816
	Iteration 11Q: 3 clusters Score -3056822 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3057378.750000 Penalty: 4974.611816
	Iteration 12Q: 3 clusters Score -3057379 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3057699.750000 Penalty: 4974.611816
	Iteration 13Q: 3 clusters Score -3057700 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3057873.250000 Penalty: 4974.611816
	Iteration 14Q: 3 clusters Score -3057873 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3057993.000000 Penalty: 4974.611816
	Iteration 15Q: 3 clusters Score -3057993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3058059.000000 Penalty: 4974.611816
	Iteration 16Q: 3 clusters Score -3058059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3058092.250000 Penalty: 4974.611816
	Iteration 17Q: 3 clusters Score -3058092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3058120.250000 Penalty: 4974.611816
	Iteration 18Q: 3 clusters Score -3058120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3058143.500000 Penalty: 4974.611816
	Iteration 19Q: 3 clusters Score -3058144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3058148.000000 Penalty: 4974.611816
	Iteration 20F: 3 clusters Score -3058148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3058154.750000 Penalty: 4974.611816
	Iteration 21Q: 3 clusters Score -3058155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3058160.500000 Penalty: 4974.611816
	Iteration 22Q: 3 clusters Score -3058160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3058171.500000 Penalty: 4974.611816
	Iteration 23Q: 3 clusters Score -3058172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3058168.250000 Penalty: 4974.611816
	Iteration 24Q: 3 clusters Score -3058168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3058175.000000 Penalty: 4974.611816
	Iteration 25Q: 3 clusters Score -3058175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3058178.000000 Penalty: 4974.611816
	Iteration 26Q: 3 clusters Score -3058178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3058178.250000 Penalty: 4974.611816
	Iteration 27Q: 3 clusters Score -3058178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3058182.250000 Penalty: 4974.611816
	Iteration 28Q: 3 clusters Score -3058182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3058179.000000 Penalty: 4974.611816
	Iteration 29Q: 3 clusters Score -3058179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3058185.750000 Penalty: 4974.611816
	Iteration 30Q: 3 clusters Score -3058186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3058186.000000 Penalty: 4974.611816
	Iteration 31Q: 3 clusters Score -3058186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3058186.250000 Penalty: 4974.611816
	Iteration 32Q: 3 clusters Score -3058186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3058188.000000 Penalty: 4974.611816
	Iteration 33Q: 3 clusters Score -3058188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3058187.000000 Penalty: 4974.611816
	Iteration 34Q: 3 clusters Score -3058187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3058190.500000 Penalty: 4974.611816
	Iteration 35Q: 3 clusters Score -3058190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3058192.250000 Penalty: 4974.611816
	Iteration 36Q: 3 clusters Score -3058192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3058192.250000 Penalty: 4974.611816
	Iteration 37F: 3 clusters Score -3058192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -83794.484375 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -83794.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82200.070312 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -82200.07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82553.929688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -82553.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82682.132812 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -82682.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82751.750000 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -82751.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82777.000000 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -82777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82786.515625 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -82786.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82792.648438 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -82792.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82795.898438 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -82795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82800.867188 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -82800.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82805.835938 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -82805.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82808.773438 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -82808.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82808.773438 Penalty: 3261.237549
	Iteration 11F: 3 clusters Score -82808.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Entering Unmasked Estep 
Score: -4344383.500000 Penalty: 2571.047607
	Iteration 0F: 2 clusters Score -4344384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4322624.000000 Penalty: 5142.095215
	Iteration 0F: 3 clusters Score -4322624 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4330528.500000 Penalty: 5142.095215
	Iteration 1F: 3 clusters Score -4330528 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4331057.000000 Penalty: 5142.095215
	Iteration 2Q: 3 clusters Score -4331057 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4331518.000000 Penalty: 5142.095215
	Iteration 3Q: 3 clusters Score -4331518 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4332054.500000 Penalty: 5142.095215
	Iteration 4Q: 3 clusters Score -4332054 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4332839.000000 Penalty: 5142.095215
	Iteration 5Q: 3 clusters Score -4332839 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4333931.500000 Penalty: 5142.095215
	Iteration 6F: 3 clusters Score -4333932 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4335530.500000 Penalty: 5142.095215
	Iteration 7F: 3 clusters Score -4335530 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4337428.000000 Penalty: 5142.095215
	Iteration 8F: 3 clusters Score -4337428 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4339199.000000 Penalty: 5142.095215
	Iteration 9F: 3 clusters Score -4339199 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4340498.500000 Penalty: 5142.095215
	Iteration 10Q: 3 clusters Score -4340498 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4341239.000000 Penalty: 5142.095215
	Iteration 11Q: 3 clusters Score -4341239 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4341621.000000 Penalty: 5142.095215
	Iteration 12Q: 3 clusters Score -4341621 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4341838.500000 Penalty: 5142.095215
	Iteration 13Q: 3 clusters Score -4341838 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4341971.000000 Penalty: 5142.095215
	Iteration 14Q: 3 clusters Score -4341971 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4342060.500000 Penalty: 5142.095215
	Iteration 15Q: 3 clusters Score -4342060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4342105.000000 Penalty: 5142.095215
	Iteration 16Q: 3 clusters Score -4342105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4342131.500000 Penalty: 5142.095215
	Iteration 17Q: 3 clusters Score -4342132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4342144.500000 Penalty: 5142.095215
	Iteration 18Q: 3 clusters Score -4342144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4342158.000000 Penalty: 5142.095215
	Iteration 19Q: 3 clusters Score -4342158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4342163.500000 Penalty: 5142.095215
	Iteration 20F: 3 clusters Score -4342164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4342169.500000 Penalty: 5142.095215
	Iteration 21Q: 3 clusters Score -4342170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4342170.500000 Penalty: 5142.095215
	Iteration 22Q: 3 clusters Score -4342170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4342172.000000 Penalty: 5142.095215
	Iteration 23Q: 3 clusters Score -4342172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4342173.000000 Penalty: 5142.095215
	Iteration 24Q: 3 clusters Score -4342173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4342177.000000 Penalty: 5142.095215
	Iteration 25Q: 3 clusters Score -4342177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4342177.500000 Penalty: 5142.095215
	Iteration 26Q: 3 clusters Score -4342178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4342185.500000 Penalty: 5142.095215
	Iteration 27Q: 3 clusters Score -4342186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4342195.000000 Penalty: 5142.095215
	Iteration 28Q: 3 clusters Score -4342195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4342194.000000 Penalty: 5142.095215
	Iteration 29Q: 3 clusters Score -4342194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4342204.500000 Penalty: 5142.095215
	Iteration 30Q: 3 clusters Score -4342204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4342209.500000 Penalty: 5142.095215
	Iteration 31Q: 3 clusters Score -4342210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4342215.500000 Penalty: 5142.095215
	Iteration 32Q: 3 clusters Score -4342216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4342218.500000 Penalty: 5142.095215
	Iteration 33Q: 3 clusters Score -4342218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4342215.500000 Penalty: 5142.095215
	Iteration 34Q: 3 clusters Score -4342216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4342222.500000 Penalty: 5142.095215
	Iteration 35Q: 3 clusters Score -4342222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4342224.000000 Penalty: 5142.095215
	Iteration 36Q: 3 clusters Score -4342224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4342222.000000 Penalty: 5142.095215
	Iteration 37Q: 3 clusters Score -4342222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4342224.000000 Penalty: 5142.095215
	Iteration 38Q: 3 clusters Score -4342224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4342229.000000 Penalty: 5142.095215
	Iteration 39Q: 3 clusters Score -4342229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4342234.500000 Penalty: 5142.095215
	Iteration 40F: 3 clusters Score -4342234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4342230.000000 Penalty: 5142.095215
	Iteration 41Q: 3 clusters Score -4342230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4342232.500000 Penalty: 5142.095215
	Iteration 42Q: 3 clusters Score -4342232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4342227.500000 Penalty: 5142.095215
	Iteration 43Q: 3 clusters Score -4342228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4342232.500000 Penalty: 5142.095215
	Iteration 44Q: 3 clusters Score -4342232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4342235.500000 Penalty: 5142.095215
	Iteration 45Q: 3 clusters Score -4342236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4342236.000000 Penalty: 5142.095215
	Iteration 46Q: 3 clusters Score -4342236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4342236.000000 Penalty: 5142.095215
	Iteration 47F: 3 clusters Score -4342236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -899880.812500 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -899880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -894269.687500 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -894269.7 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -895717.437500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -895717.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -895964.312500 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -895964.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -896139.125000 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -896139.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -896252.437500 Penalty: 4362.083008
	Iteration 4Q: 3 clusters Score -896252.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -896357.187500 Penalty: 4362.083008
	Iteration 5Q: 3 clusters Score -896357.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -896432.562500 Penalty: 4362.083008
	Iteration 6Q: 3 clusters Score -896432.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -896490.812500 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -896490.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -896528.312500 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -896528.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -896556.062500 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -896556.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -896582.750000 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -896582.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -896619.062500 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -896619.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -896645.875000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -896645.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -896674.687500 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -896674.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -896703.125000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -896703.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -896742.687500 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -896742.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -896780.500000 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -896780.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -896811.687500 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -896811.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -896843.937500 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -896843.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -896879.000000 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -896879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -896921.687500 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -896921.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -896975.250000 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -896975.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -897026.000000 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -897026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -897077.125000 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -897077.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -897142.562500 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -897142.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -897210.437500 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -897210.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -897282.125000 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -897282.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -897363.750000 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -897363.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -897448.312500 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -897448.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -897515.125000 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -897515.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -897575.625000 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -897575.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -897616.812500 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -897616.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -897659.312500 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -897659.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -897694.500000 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -897694.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -897725.500000 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -897725.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -897751.062500 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -897751.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -897771.750000 Penalty: 4362.083008
	Iteration 36Q: 3 clusters Score -897771.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -897799.625000 Penalty: 4362.083008
	Iteration 37Q: 3 clusters Score -897799.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -897818.125000 Penalty: 4362.083008
	Iteration 38Q: 3 clusters Score -897818.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -897834.812500 Penalty: 4362.083008
	Iteration 39Q: 3 clusters Score -897834.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -897849.000000 Penalty: 4362.083008
	Iteration 40F: 3 clusters Score -897849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -897866.562500 Penalty: 4362.083008
	Iteration 41Q: 3 clusters Score -897866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -897876.187500 Penalty: 4362.083008
	Iteration 42Q: 3 clusters Score -897876.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -897893.312500 Penalty: 4362.083008
	Iteration 43Q: 3 clusters Score -897893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -897904.625000 Penalty: 4362.083008
	Iteration 44Q: 3 clusters Score -897904.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -897918.062500 Penalty: 4362.083008
	Iteration 45Q: 3 clusters Score -897918.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -897933.500000 Penalty: 4362.083008
	Iteration 46Q: 3 clusters Score -897933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -897942.812500 Penalty: 4362.083008
	Iteration 47Q: 3 clusters Score -897942.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -897955.250000 Penalty: 4362.083008
	Iteration 48Q: 3 clusters Score -897955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -897965.687500 Penalty: 4362.083008
	Iteration 49Q: 3 clusters Score -897965.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -897969.750000 Penalty: 4362.083008
	Iteration 50Q: 3 clusters Score -897969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -897975.500000 Penalty: 4362.083008
	Iteration 51Q: 3 clusters Score -897975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -897981.500000 Penalty: 4362.083008
	Iteration 52Q: 3 clusters Score -897981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -897984.375000 Penalty: 4362.083008
	Iteration 53Q: 3 clusters Score -897984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -897987.750000 Penalty: 4362.083008
	Iteration 54Q: 3 clusters Score -897987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -897995.125000 Penalty: 4362.083008
	Iteration 55Q: 3 clusters Score -897995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -897994.312500 Penalty: 4362.083008
	Iteration 56Q: 3 clusters Score -897994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -897995.562500 Penalty: 4362.083008
	Iteration 57Q: 3 clusters Score -897995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -897998.312500 Penalty: 4362.083008
	Iteration 58Q: 3 clusters Score -897998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -897999.687500 Penalty: 4362.083008
	Iteration 59Q: 3 clusters Score -897999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -898000.187500 Penalty: 4362.083008
	Iteration 60F: 3 clusters Score -898000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -898005.687500 Penalty: 4362.083008
	Iteration 61Q: 3 clusters Score -898005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -898007.562500 Penalty: 4362.083008
	Iteration 62Q: 3 clusters Score -898007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -898007.562500 Penalty: 4362.083008
	Iteration 63Q: 3 clusters Score -898007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -898008.062500 Penalty: 4362.083008
	Iteration 64Q: 3 clusters Score -898008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -898008.062500 Penalty: 4362.083008
	Iteration 65F: 3 clusters Score -898008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Entering Unmasked Estep 
Score: -18871856.000000 Penalty: 2940.489746
	Iteration 0F: 2 clusters Score -1.887186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -18789178.000000 Penalty: 5880.979492
	Iteration 0F: 3 clusters Score -1.878918e+07 nChanged 67160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -18828398.000000 Penalty: 5880.979492
	Iteration 1F: 3 clusters Score -1.88284e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -18829948.000000 Penalty: 5880.979492
	Iteration 2Q: 3 clusters Score -1.882995e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -18832422.000000 Penalty: 5880.979492
	Iteration 3Q: 3 clusters Score -1.883242e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -18836916.000000 Penalty: 5880.979492
	Iteration 4F: 3 clusters Score -1.883692e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -18844578.000000 Penalty: 5880.979492
	Iteration 5F: 3 clusters Score -1.884458e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -18854882.000000 Penalty: 5880.979492
	Iteration 6F: 3 clusters Score -1.885488e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -18864190.000000 Penalty: 5880.979492
	Iteration 7F: 3 clusters Score -1.886419e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -18869370.000000 Penalty: 5880.979492
	Iteration 8F: 3 clusters Score -1.886937e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 122165 members 
Entering Unmasked Estep 
Score: -18870854.000000 Penalty: 5880.979492
	Iteration 9Q: 3 clusters Score -1.887085e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -18870852.000000 Penalty: 5880.979492
	Iteration 10Q: 3 clusters Score -1.887085e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -18870386.000000 Penalty: 5880.979492
	Iteration 11Q: 3 clusters Score -1.887039e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 135138 members 
Entering Unmasked Estep 
Score: -18870284.000000 Penalty: 5880.979492
	Iteration 12Q: 3 clusters Score -1.887028e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 137167 members 
Entering Unmasked Estep 
Score: -18870266.000000 Penalty: 5880.979492
	Iteration 13Q: 3 clusters Score -1.887027e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -18870102.000000 Penalty: 5880.979492
	Iteration 14Q: 3 clusters Score -1.88701e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 139198 members 
Entering Unmasked Estep 
Score: -18870108.000000 Penalty: 5880.979492
	Iteration 15Q: 3 clusters Score -1.887011e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -18870176.000000 Penalty: 5880.979492
	Iteration 16Q: 3 clusters Score -1.887018e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -18870122.000000 Penalty: 5880.979492
	Iteration 17Q: 3 clusters Score -1.887012e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -18870174.000000 Penalty: 5880.979492
	Iteration 18Q: 3 clusters Score -1.887017e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -18870186.000000 Penalty: 5880.979492
	Iteration 19Q: 3 clusters Score -1.887019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 140059 members 
Entering Unmasked Estep 
Score: -18870244.000000 Penalty: 5880.979492
	Iteration 20F: 3 clusters Score -1.887024e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -18870202.000000 Penalty: 5880.979492
	Iteration 21Q: 3 clusters Score -1.88702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -18870206.000000 Penalty: 5880.979492
	Iteration 22Q: 3 clusters Score -1.887021e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 140196 members 
Entering Unmasked Estep 
Score: -18870172.000000 Penalty: 5880.979492
	Iteration 23Q: 3 clusters Score -1.887017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -18870164.000000 Penalty: 5880.979492
	Iteration 24Q: 3 clusters Score -1.887016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 140229 members 
Entering Unmasked Estep 
Score: -18870176.000000 Penalty: 5880.979492
	Iteration 25Q: 3 clusters Score -1.887018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 140241 members 
Entering Unmasked Estep 
Score: -18870182.000000 Penalty: 5880.979492
	Iteration 26Q: 3 clusters Score -1.887018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 140250 members 
Entering Unmasked Estep 
Score: -18870192.000000 Penalty: 5880.979492
	Iteration 27Q: 3 clusters Score -1.887019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 140256 members 
Entering Unmasked Estep 
Score: -18870214.000000 Penalty: 5880.979492
	Iteration 28Q: 3 clusters Score -1.887021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140261 members 
Entering Unmasked Estep 
Score: -18870214.000000 Penalty: 5880.979492
	Iteration 29Q: 3 clusters Score -1.887021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 140269 members 
Entering Unmasked Estep 
Score: -18870226.000000 Penalty: 5880.979492
	Iteration 30Q: 3 clusters Score -1.887023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 140273 members 
Entering Unmasked Estep 
Score: -18870234.000000 Penalty: 5880.979492
	Iteration 31Q: 3 clusters Score -1.887023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 140271 members 
Entering Unmasked Estep 
Score: -18870238.000000 Penalty: 5880.979492
	Iteration 32Q: 3 clusters Score -1.887024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 140268 members 
Entering Unmasked Estep 
Score: -18870232.000000 Penalty: 5880.979492
	Iteration 33Q: 3 clusters Score -1.887023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 140263 members 
Entering Unmasked Estep 
Score: -18870248.000000 Penalty: 5880.979492
	Iteration 34Q: 3 clusters Score -1.887025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140259 members 
Entering Unmasked Estep 
Score: -18870246.000000 Penalty: 5880.979492
	Iteration 35Q: 3 clusters Score -1.887025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 140256 members 
Entering Unmasked Estep 
Score: -18870232.000000 Penalty: 5880.979492
	Iteration 36Q: 3 clusters Score -1.887023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 140256 members 
Entering Unmasked Estep 
Score: -18870232.000000 Penalty: 5880.979492
	Iteration 37Q: 3 clusters Score -1.887023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -18870242.000000 Penalty: 5880.979492
	Iteration 38Q: 3 clusters Score -1.887024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -18870236.000000 Penalty: 5880.979492
	Iteration 39Q: 3 clusters Score -1.887024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140259 members 
Entering Unmasked Estep 
Score: -18870234.000000 Penalty: 5880.979492
	Iteration 40F: 3 clusters Score -1.887023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140259 members 
Entering Unmasked Estep 
Score: -18870234.000000 Penalty: 5880.979492
	Iteration 41Q: 3 clusters Score -1.887023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 140260 members 
Entering Unmasked Estep 
Score: -18870242.000000 Penalty: 5880.979492
	Iteration 42Q: 3 clusters Score -1.887024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 140260 members 
Entering Unmasked Estep 
Score: -18870242.000000 Penalty: 5880.979492
	Iteration 43F: 3 clusters Score -1.887024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -412804.156250 Penalty: 1995.305908
	Iteration 0F: 2 clusters Score -412804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -409429.812500 Penalty: 3990.611816
	Iteration 0F: 3 clusters Score -409429.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -410128.593750 Penalty: 3990.611816
	Iteration 1F: 3 clusters Score -410128.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -410311.375000 Penalty: 3990.611816
	Iteration 2F: 3 clusters Score -410311.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -410441.281250 Penalty: 3990.611816
	Iteration 3F: 3 clusters Score -410441.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -410548.812500 Penalty: 3990.611816
	Iteration 4Q: 3 clusters Score -410548.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -410661.125000 Penalty: 3990.611816
	Iteration 5Q: 3 clusters Score -410661.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -410756.000000 Penalty: 3990.611816
	Iteration 6Q: 3 clusters Score -410756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -410874.875000 Penalty: 3990.611816
	Iteration 7Q: 3 clusters Score -410874.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -411022.781250 Penalty: 3990.611816
	Iteration 8Q: 3 clusters Score -411022.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -411192.218750 Penalty: 3990.611816
	Iteration 9Q: 3 clusters Score -411192.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -411475.562500 Penalty: 3990.611816
	Iteration 10Q: 3 clusters Score -411475.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -411842.062500 Penalty: 3990.611816
	Iteration 11F: 3 clusters Score -411842.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -412056.656250 Penalty: 3990.611816
	Iteration 12Q: 3 clusters Score -412056.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412195.125000 Penalty: 3990.611816
	Iteration 13Q: 3 clusters Score -412195.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -412274.218750 Penalty: 3990.611816
	Iteration 14Q: 3 clusters Score -412274.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -412317.875000 Penalty: 3990.611816
	Iteration 15Q: 3 clusters Score -412317.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -412347.562500 Penalty: 3990.611816
	Iteration 16Q: 3 clusters Score -412347.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -412381.500000 Penalty: 3990.611816
	Iteration 17Q: 3 clusters Score -412381.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -412412.718750 Penalty: 3990.611816
	Iteration 18Q: 3 clusters Score -412412.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -412440.750000 Penalty: 3990.611816
	Iteration 19Q: 3 clusters Score -412440.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -412462.843750 Penalty: 3990.611816
	Iteration 20F: 3 clusters Score -412462.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -412486.906250 Penalty: 3990.611816
	Iteration 21Q: 3 clusters Score -412486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -412507.781250 Penalty: 3990.611816
	Iteration 22Q: 3 clusters Score -412507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -412526.187500 Penalty: 3990.611816
	Iteration 23Q: 3 clusters Score -412526.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412551.718750 Penalty: 3990.611816
	Iteration 24Q: 3 clusters Score -412551.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -412585.718750 Penalty: 3990.611816
	Iteration 25Q: 3 clusters Score -412585.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -412603.718750 Penalty: 3990.611816
	Iteration 26Q: 3 clusters Score -412603.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -412626.625000 Penalty: 3990.611816
	Iteration 27Q: 3 clusters Score -412626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -412637.156250 Penalty: 3990.611816
	Iteration 28Q: 3 clusters Score -412637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -412641.937500 Penalty: 3990.611816
	Iteration 29Q: 3 clusters Score -412641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -412642.968750 Penalty: 3990.611816
	Iteration 30Q: 3 clusters Score -412643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -412644.125000 Penalty: 3990.611816
	Iteration 31Q: 3 clusters Score -412644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -412644.125000 Penalty: 3990.611816
	Iteration 32F: 3 clusters Score -412644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Entering Unmasked Estep 
Score: -1243238.000000 Penalty: 2263.162109
	Iteration 0F: 2 clusters Score -1243238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1236044.250000 Penalty: 4526.324219
	Iteration 0F: 3 clusters Score -1236044 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1238115.250000 Penalty: 4526.324219
	Iteration 1F: 3 clusters Score -1238115 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1238377.000000 Penalty: 4526.324219
	Iteration 2F: 3 clusters Score -1238377 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1238562.000000 Penalty: 4526.324219
	Iteration 3Q: 3 clusters Score -1238562 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1238698.500000 Penalty: 4526.324219
	Iteration 4Q: 3 clusters Score -1238698 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1238814.250000 Penalty: 4526.324219
	Iteration 5Q: 3 clusters Score -1238814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1238931.250000 Penalty: 4526.324219
	Iteration 6Q: 3 clusters Score -1238931 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1239105.000000 Penalty: 4526.324219
	Iteration 7Q: 3 clusters Score -1239105 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1239373.500000 Penalty: 4526.324219
	Iteration 8Q: 3 clusters Score -1239374 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1239711.875000 Penalty: 4526.324219
	Iteration 9F: 3 clusters Score -1239712 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1240128.875000 Penalty: 4526.324219
	Iteration 10F: 3 clusters Score -1240129 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1240582.375000 Penalty: 4526.324219
	Iteration 11F: 3 clusters Score -1240582 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1241005.750000 Penalty: 4526.324219
	Iteration 12F: 3 clusters Score -1241006 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1241363.625000 Penalty: 4526.324219
	Iteration 13F: 3 clusters Score -1241364 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1241631.000000 Penalty: 4526.324219
	Iteration 14Q: 3 clusters Score -1241631 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1241844.375000 Penalty: 4526.324219
	Iteration 15Q: 3 clusters Score -1241844 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1242000.250000 Penalty: 4526.324219
	Iteration 16Q: 3 clusters Score -1242000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1242109.500000 Penalty: 4526.324219
	Iteration 17Q: 3 clusters Score -1242110 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1242206.625000 Penalty: 4526.324219
	Iteration 18Q: 3 clusters Score -1242207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1242277.875000 Penalty: 4526.324219
	Iteration 19Q: 3 clusters Score -1242278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1242328.250000 Penalty: 4526.324219
	Iteration 20F: 3 clusters Score -1242328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1242380.875000 Penalty: 4526.324219
	Iteration 21Q: 3 clusters Score -1242381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1242414.500000 Penalty: 4526.324219
	Iteration 22Q: 3 clusters Score -1242414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1242440.500000 Penalty: 4526.324219
	Iteration 23Q: 3 clusters Score -1242440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1242463.000000 Penalty: 4526.324219
	Iteration 24Q: 3 clusters Score -1242463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1242483.000000 Penalty: 4526.324219
	Iteration 25Q: 3 clusters Score -1242483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1242507.750000 Penalty: 4526.324219
	Iteration 26Q: 3 clusters Score -1242508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1242523.125000 Penalty: 4526.324219
	Iteration 27Q: 3 clusters Score -1242523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1242531.500000 Penalty: 4526.324219
	Iteration 28Q: 3 clusters Score -1242532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1242542.250000 Penalty: 4526.324219
	Iteration 29Q: 3 clusters Score -1242542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1242546.625000 Penalty: 4526.324219
	Iteration 30Q: 3 clusters Score -1242547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1242549.500000 Penalty: 4526.324219
	Iteration 31Q: 3 clusters Score -1242550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1242556.375000 Penalty: 4526.324219
	Iteration 32Q: 3 clusters Score -1242556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1242555.625000 Penalty: 4526.324219
	Iteration 33Q: 3 clusters Score -1242556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1242556.500000 Penalty: 4526.324219
	Iteration 34Q: 3 clusters Score -1242556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1242557.375000 Penalty: 4526.324219
	Iteration 35Q: 3 clusters Score -1242557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1242557.375000 Penalty: 4526.324219
	Iteration 36F: 3 clusters Score -1242557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (142099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Entering Unmasked Estep 
Score: -19096532.000000 Penalty: 2942.341309
	Iteration 0F: 2 clusters Score -1.909653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -19009582.000000 Penalty: 5884.682617
	Iteration 0F: 3 clusters Score -1.900958e+07 nChanged 67817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -19048762.000000 Penalty: 5884.682617
	Iteration 1F: 3 clusters Score -1.904876e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -19050304.000000 Penalty: 5884.682617
	Iteration 2Q: 3 clusters Score -1.90503e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -19052736.000000 Penalty: 5884.682617
	Iteration 3Q: 3 clusters Score -1.905274e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -19056728.000000 Penalty: 5884.682617
	Iteration 4Q: 3 clusters Score -1.905673e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -19062494.000000 Penalty: 5884.682617
	Iteration 5F: 3 clusters Score -1.906249e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -19070514.000000 Penalty: 5884.682617
	Iteration 6F: 3 clusters Score -1.907051e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -19079394.000000 Penalty: 5884.682617
	Iteration 7F: 3 clusters Score -1.907939e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -19086206.000000 Penalty: 5884.682617
	Iteration 8F: 3 clusters Score -1.908621e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -19089638.000000 Penalty: 5884.682617
	Iteration 9F: 3 clusters Score -1.908964e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
Score: -19091090.000000 Penalty: 5884.682617
	Iteration 10Q: 3 clusters Score -1.909109e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -19091896.000000 Penalty: 5884.682617
	Iteration 11Q: 3 clusters Score -1.90919e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -19092514.000000 Penalty: 5884.682617
	Iteration 12Q: 3 clusters Score -1.909251e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -19092982.000000 Penalty: 5884.682617
	Iteration 13Q: 3 clusters Score -1.909298e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -19093348.000000 Penalty: 5884.682617
	Iteration 14Q: 3 clusters Score -1.909335e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -19093744.000000 Penalty: 5884.682617
	Iteration 15Q: 3 clusters Score -1.909374e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -19093860.000000 Penalty: 5884.682617
	Iteration 16Q: 3 clusters Score -1.909386e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -19093930.000000 Penalty: 5884.682617
	Iteration 17Q: 3 clusters Score -1.909393e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -19093982.000000 Penalty: 5884.682617
	Iteration 18Q: 3 clusters Score -1.909398e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -19094010.000000 Penalty: 5884.682617
	Iteration 19Q: 3 clusters Score -1.909401e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -19093972.000000 Penalty: 5884.682617
	Iteration 20F: 3 clusters Score -1.909397e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -19094016.000000 Penalty: 5884.682617
	Iteration 21Q: 3 clusters Score -1.909402e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -19094054.000000 Penalty: 5884.682617
	Iteration 22Q: 3 clusters Score -1.909405e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -19094064.000000 Penalty: 5884.682617
	Iteration 23Q: 3 clusters Score -1.909406e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -19093992.000000 Penalty: 5884.682617
	Iteration 24Q: 3 clusters Score -1.909399e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -19093952.000000 Penalty: 5884.682617
	Iteration 25Q: 3 clusters Score -1.909395e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -19093984.000000 Penalty: 5884.682617
	Iteration 26Q: 3 clusters Score -1.909398e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 27Q: 3 clusters Score -1.909404e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -19094024.000000 Penalty: 5884.682617
	Iteration 28Q: 3 clusters Score -1.909402e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -19093988.000000 Penalty: 5884.682617
	Iteration 29Q: 3 clusters Score -1.909399e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -19093908.000000 Penalty: 5884.682617
	Iteration 30Q: 3 clusters Score -1.909391e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -19093894.000000 Penalty: 5884.682617
	Iteration 31Q: 3 clusters Score -1.909389e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -19093850.000000 Penalty: 5884.682617
	Iteration 32Q: 3 clusters Score -1.909385e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -19093888.000000 Penalty: 5884.682617
	Iteration 33Q: 3 clusters Score -1.909389e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -19093920.000000 Penalty: 5884.682617
	Iteration 34Q: 3 clusters Score -1.909392e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -19093940.000000 Penalty: 5884.682617
	Iteration 35Q: 3 clusters Score -1.909394e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -19093972.000000 Penalty: 5884.682617
	Iteration 36Q: 3 clusters Score -1.909397e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -19093928.000000 Penalty: 5884.682617
	Iteration 37Q: 3 clusters Score -1.909393e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -19093912.000000 Penalty: 5884.682617
	Iteration 38Q: 3 clusters Score -1.909391e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -19093914.000000 Penalty: 5884.682617
	Iteration 39Q: 3 clusters Score -1.909391e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -19093904.000000 Penalty: 5884.682617
	Iteration 40F: 3 clusters Score -1.90939e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -19093960.000000 Penalty: 5884.682617
	Iteration 41Q: 3 clusters Score -1.909396e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -19094040.000000 Penalty: 5884.682617
	Iteration 42Q: 3 clusters Score -1.909404e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -19094094.000000 Penalty: 5884.682617
	Iteration 43Q: 3 clusters Score -1.909409e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -19094118.000000 Penalty: 5884.682617
	Iteration 44Q: 3 clusters Score -1.909412e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -19094102.000000 Penalty: 5884.682617
	Iteration 45Q: 3 clusters Score -1.90941e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -19094090.000000 Penalty: 5884.682617
	Iteration 46Q: 3 clusters Score -1.909409e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -19094144.000000 Penalty: 5884.682617
	Iteration 47Q: 3 clusters Score -1.909414e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -19094148.000000 Penalty: 5884.682617
	Iteration 48Q: 3 clusters Score -1.909415e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -19094148.000000 Penalty: 5884.682617
	Iteration 49Q: 3 clusters Score -1.909415e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -19094150.000000 Penalty: 5884.682617
	Iteration 50Q: 3 clusters Score -1.909415e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -19094168.000000 Penalty: 5884.682617
	Iteration 51Q: 3 clusters Score -1.909417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -19094128.000000 Penalty: 5884.682617
	Iteration 52Q: 3 clusters Score -1.909413e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -19094132.000000 Penalty: 5884.682617
	Iteration 53Q: 3 clusters Score -1.909413e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -19094148.000000 Penalty: 5884.682617
	Iteration 54Q: 3 clusters Score -1.909415e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -19094126.000000 Penalty: 5884.682617
	Iteration 55Q: 3 clusters Score -1.909413e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -19094146.000000 Penalty: 5884.682617
	Iteration 56Q: 3 clusters Score -1.909415e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -19094144.000000 Penalty: 5884.682617
	Iteration 57Q: 3 clusters Score -1.909414e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -19094172.000000 Penalty: 5884.682617
	Iteration 58Q: 3 clusters Score -1.909417e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -19094182.000000 Penalty: 5884.682617
	Iteration 59Q: 3 clusters Score -1.909418e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -19094160.000000 Penalty: 5884.682617
	Iteration 60F: 3 clusters Score -1.909416e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -19094146.000000 Penalty: 5884.682617
	Iteration 61Q: 3 clusters Score -1.909415e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -19094152.000000 Penalty: 5884.682617
	Iteration 62Q: 3 clusters Score -1.909415e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -19094148.000000 Penalty: 5884.682617
	Iteration 63Q: 3 clusters Score -1.909415e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -19094128.000000 Penalty: 5884.682617
	Iteration 64Q: 3 clusters Score -1.909413e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -19094124.000000 Penalty: 5884.682617
	Iteration 65Q: 3 clusters Score -1.909412e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -19094126.000000 Penalty: 5884.682617
	Iteration 66Q: 3 clusters Score -1.909413e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -19094132.000000 Penalty: 5884.682617
	Iteration 67Q: 3 clusters Score -1.909413e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -19094110.000000 Penalty: 5884.682617
	Iteration 68Q: 3 clusters Score -1.909411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -19094122.000000 Penalty: 5884.682617
	Iteration 69Q: 3 clusters Score -1.909412e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -19094110.000000 Penalty: 5884.682617
	Iteration 70Q: 3 clusters Score -1.909411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -19094098.000000 Penalty: 5884.682617
	Iteration 71Q: 3 clusters Score -1.90941e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -19094088.000000 Penalty: 5884.682617
	Iteration 72Q: 3 clusters Score -1.909409e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -19094086.000000 Penalty: 5884.682617
	Iteration 73Q: 3 clusters Score -1.909409e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -19094086.000000 Penalty: 5884.682617
	Iteration 74Q: 3 clusters Score -1.909409e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -19094072.000000 Penalty: 5884.682617
	Iteration 75Q: 3 clusters Score -1.909407e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -19094078.000000 Penalty: 5884.682617
	Iteration 76Q: 3 clusters Score -1.909408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -19094078.000000 Penalty: 5884.682617
	Iteration 77Q: 3 clusters Score -1.909408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 104610 members 
Entering Unmasked Estep 
Score: -19094074.000000 Penalty: 5884.682617
	Iteration 78Q: 3 clusters Score -1.909407e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -19094054.000000 Penalty: 5884.682617
	Iteration 79Q: 3 clusters Score -1.909405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -19094056.000000 Penalty: 5884.682617
	Iteration 80F: 3 clusters Score -1.909406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 81Q: 3 clusters Score -1.909404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 82Q: 3 clusters Score -1.909404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -19094034.000000 Penalty: 5884.682617
	Iteration 83Q: 3 clusters Score -1.909403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -19094016.000000 Penalty: 5884.682617
	Iteration 84Q: 3 clusters Score -1.909402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -19094020.000000 Penalty: 5884.682617
	Iteration 85Q: 3 clusters Score -1.909402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -19094004.000000 Penalty: 5884.682617
	Iteration 86Q: 3 clusters Score -1.9094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 104838 members 
Entering Unmasked Estep 
Score: -19094012.000000 Penalty: 5884.682617
	Iteration 87Q: 3 clusters Score -1.909401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -19094040.000000 Penalty: 5884.682617
	Iteration 88Q: 3 clusters Score -1.909404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -19094034.000000 Penalty: 5884.682617
	Iteration 89Q: 3 clusters Score -1.909403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -19094040.000000 Penalty: 5884.682617
	Iteration 90Q: 3 clusters Score -1.909404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -19094048.000000 Penalty: 5884.682617
	Iteration 91Q: 3 clusters Score -1.909405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -19094036.000000 Penalty: 5884.682617
	Iteration 92Q: 3 clusters Score -1.909404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -19094046.000000 Penalty: 5884.682617
	Iteration 93Q: 3 clusters Score -1.909405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -19094056.000000 Penalty: 5884.682617
	Iteration 94Q: 3 clusters Score -1.909406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -19094048.000000 Penalty: 5884.682617
	Iteration 95Q: 3 clusters Score -1.909405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -19094048.000000 Penalty: 5884.682617
	Iteration 96Q: 3 clusters Score -1.909405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -19094056.000000 Penalty: 5884.682617
	Iteration 97Q: 3 clusters Score -1.909406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -19094044.000000 Penalty: 5884.682617
	Iteration 98Q: 3 clusters Score -1.909404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -19094052.000000 Penalty: 5884.682617
	Iteration 99Q: 3 clusters Score -1.909405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 100F: 3 clusters Score -1.909404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 101Q: 3 clusters Score -1.909404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 102Q: 3 clusters Score -1.909404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 104928 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 103Q: 3 clusters Score -1.909404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -19094044.000000 Penalty: 5884.682617
	Iteration 104Q: 3 clusters Score -1.909404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -19094028.000000 Penalty: 5884.682617
	Iteration 105Q: 3 clusters Score -1.909403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -19094036.000000 Penalty: 5884.682617
	Iteration 106Q: 3 clusters Score -1.909404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -19094040.000000 Penalty: 5884.682617
	Iteration 107Q: 3 clusters Score -1.909404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -19094044.000000 Penalty: 5884.682617
	Iteration 108Q: 3 clusters Score -1.909404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -19094036.000000 Penalty: 5884.682617
	Iteration 109Q: 3 clusters Score -1.909404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -19094042.000000 Penalty: 5884.682617
	Iteration 110Q: 3 clusters Score -1.909404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -19094030.000000 Penalty: 5884.682617
	Iteration 111Q: 3 clusters Score -1.909403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -19094034.000000 Penalty: 5884.682617
	Iteration 112Q: 3 clusters Score -1.909403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -19094028.000000 Penalty: 5884.682617
	Iteration 113Q: 3 clusters Score -1.909403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -19094028.000000 Penalty: 5884.682617
	Iteration 114Q: 3 clusters Score -1.909403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -19094030.000000 Penalty: 5884.682617
	Iteration 115Q: 3 clusters Score -1.909403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -19094040.000000 Penalty: 5884.682617
	Iteration 116Q: 3 clusters Score -1.909404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -19094052.000000 Penalty: 5884.682617
	Iteration 117Q: 3 clusters Score -1.909405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -19094052.000000 Penalty: 5884.682617
	Iteration 118F: 3 clusters Score -1.909405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 20664 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 24242 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 31797 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 141042 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 142099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754836.000000 Penalty: 71329.296875
Iteration 79Q: 23 clusters Score -6.275484e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 20666 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 24241 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 47971 members 
Mstep: Class 11 contains 625 members 
Mstep: Class 12 contains 22701 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31801 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 140806 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 142106 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755676.000000 Penalty: 71329.296875
Iteration 80F: 23 clusters Score -6.275568e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 20667 members 
Mstep: Class 3 contains 852 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24240 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 3853 members 
Mstep: Class 10 contains 47915 members 
Mstep: Class 11 contains 831 members 
Mstep: Class 12 contains 22714 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31815 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 140622 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 142083 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756128.000000 Penalty: 71329.296875
Iteration 81Q: 23 clusters Score -6.275613e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 20667 members 
Mstep: Class 3 contains 855 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 6175 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24228 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 47858 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 22733 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31820 members 
Mstep: Class 15 contains 6619 members 
Mstep: Class 16 contains 140507 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 142046 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756264.000000 Penalty: 71329.296875
Iteration 82Q: 23 clusters Score -6.275626e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 20663 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 6159 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24222 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 47798 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 22758 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31838 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 140396 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 141998 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756432.000000 Penalty: 71329.296875
Iteration 83Q: 23 clusters Score -6.275643e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 20645 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6148 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24213 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 3820 members 
Mstep: Class 10 contains 47723 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 22782 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31850 members 
Mstep: Class 15 contains 6642 members 
Mstep: Class 16 contains 140324 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9210 members 
Mstep: Class 20 contains 141966 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756556.000000 Penalty: 71329.296875
Iteration 84Q: 23 clusters Score -6.275656e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 20624 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6133 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24214 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 3809 members 
Mstep: Class 10 contains 47657 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 22799 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 31854 members 
Mstep: Class 15 contains 6666 members 
Mstep: Class 16 contains 140286 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9214 members 
Mstep: Class 20 contains 141910 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756548.000000 Penalty: 71329.296875
Iteration 85Q: 23 clusters Score -6.275655e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24215 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 10 contains 47595 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 31863 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 140225 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9227 members 
Mstep: Class 20 contains 141862 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756588.000000 Penalty: 71329.296875
Iteration 86Q: 23 clusters Score -6.275659e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 20601 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6103 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24223 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 3786 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 1466 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 31864 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 140189 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9235 members 
Mstep: Class 20 contains 141805 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756620.000000 Penalty: 71329.296875
Iteration 87Q: 23 clusters Score -6.275662e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20593 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6086 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24225 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 3777 members 
Mstep: Class 10 contains 47481 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 22877 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31870 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 140147 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 141754 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756760.000000 Penalty: 71329.296875
Iteration 88Q: 23 clusters Score -6.275676e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 20575 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24222 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 47432 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 22904 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31876 members 
Mstep: Class 15 contains 6784 members 
Mstep: Class 16 contains 140138 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 141685 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756828.000000 Penalty: 71329.296875
Iteration 89Q: 23 clusters Score -6.275683e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 20571 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24215 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 47366 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 22933 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31883 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 140133 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9239 members 
Mstep: Class 20 contains 141639 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756872.000000 Penalty: 71329.296875
Iteration 90Q: 23 clusters Score -6.275687e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 20562 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24213 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 3743 members 
Mstep: Class 10 contains 47312 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 22965 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31895 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 140150 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9243 members 
Mstep: Class 20 contains 141580 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757008.000000 Penalty: 71329.296875
Iteration 91Q: 23 clusters Score -6.275701e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 20552 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24207 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 47268 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 23003 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31900 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 140146 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9249 members 
Mstep: Class 20 contains 141527 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756956.000000 Penalty: 71329.296875
Iteration 92Q: 23 clusters Score -6.275696e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24203 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 47202 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 23048 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31896 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 140160 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9252 members 
Mstep: Class 20 contains 141484 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757084.000000 Penalty: 71329.296875
Iteration 93Q: 23 clusters Score -6.275708e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 20527 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 6002 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24196 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 47166 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 23080 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31909 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 140166 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9255 members 
Mstep: Class 20 contains 141438 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757084.000000 Penalty: 71329.296875
Iteration 94Q: 23 clusters Score -6.275708e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 20518 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 24193 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 47131 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 23121 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31905 members 
Mstep: Class 15 contains 6969 members 
Mstep: Class 16 contains 140172 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 141370 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756936.000000 Penalty: 71329.296875
Iteration 95Q: 23 clusters Score -6.275694e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24192 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 23156 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31908 members 
Mstep: Class 15 contains 7003 members 
Mstep: Class 16 contains 140180 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9259 members 
Mstep: Class 20 contains 141314 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756936.000000 Penalty: 71329.296875
Iteration 96Q: 23 clusters Score -6.275694e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 20501 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24179 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 47058 members 
Mstep: Class 11 contains 1812 members 
Mstep: Class 12 contains 23205 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 140215 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9266 members 
Mstep: Class 20 contains 141213 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756916.000000 Penalty: 71329.296875
Iteration 97Q: 23 clusters Score -6.275692e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 20497 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24182 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 47032 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 12 contains 23233 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31903 members 
Mstep: Class 15 contains 7090 members 
Mstep: Class 16 contains 140263 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 141104 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756864.000000 Penalty: 71329.296875
Iteration 98Q: 23 clusters Score -6.275686e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 20491 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24183 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 47007 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31900 members 
Mstep: Class 15 contains 7131 members 
Mstep: Class 16 contains 140312 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9261 members 
Mstep: Class 20 contains 141014 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756792.000000 Penalty: 71329.296875
Iteration 99Q: 23 clusters Score -6.275679e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 46981 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 23304 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31898 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 140312 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9264 members 
Mstep: Class 20 contains 140933 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756768.000000 Penalty: 71329.296875
Iteration 100F: 23 clusters Score -6.275677e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24188 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 10 contains 46948 members 
Mstep: Class 11 contains 1878 members 
Mstep: Class 12 contains 23335 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31889 members 
Mstep: Class 15 contains 7224 members 
Mstep: Class 16 contains 140316 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9275 members 
Mstep: Class 20 contains 140852 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 23 clusters Score -6.275687e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20483 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 46906 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 23368 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31876 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 140304 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 140809 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 23 clusters Score -6.275686e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24184 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 3681 members 
Mstep: Class 10 contains 46878 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 23405 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31872 members 
Mstep: Class 15 contains 7321 members 
Mstep: Class 16 contains 140300 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 140742 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -6.275686e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20483 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 46855 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 23440 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 140313 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9290 members 
Mstep: Class 20 contains 140656 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 23 clusters Score -6.275686e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 24188 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 46833 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 23469 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31863 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 140312 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 140576 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 23 clusters Score -6.275686e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 20483 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5905 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 24190 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 46802 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 23501 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31857 members 
Mstep: Class 15 contains 7506 members 
Mstep: Class 16 contains 140310 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 140492 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 23 clusters Score -6.275686e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 20486 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 24187 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31857 members 
Mstep: Class 15 contains 7568 members 
Mstep: Class 16 contains 140306 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 140418 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756804.000000 Penalty: 71329.296875
Iteration 107Q: 23 clusters Score -6.27568e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24189 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 46760 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 23569 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31859 members 
Mstep: Class 15 contains 7630 members 
Mstep: Class 16 contains 140321 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 140332 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756912.000000 Penalty: 71329.296875
Iteration 108Q: 23 clusters Score -6.275691e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 24198 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 46744 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 23612 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31862 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 140318 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 140258 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756988.000000 Penalty: 71329.296875
Iteration 109Q: 23 clusters Score -6.275699e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20481 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 24199 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 46734 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 23640 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31867 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 140324 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9300 members 
Mstep: Class 20 contains 140171 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756824.000000 Penalty: 71329.296875
Iteration 110Q: 23 clusters Score -6.275682e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20478 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 24196 members 
Mstep: Class 8 contains 4598 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 46729 members 
Mstep: Class 11 contains 1977 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31865 members 
Mstep: Class 15 contains 7741 members 
Mstep: Class 16 contains 140330 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 140097 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756872.000000 Penalty: 71329.296875
Iteration 111Q: 23 clusters Score -6.275687e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 20475 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5854 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 24188 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 46723 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31871 members 
Mstep: Class 15 contains 7762 members 
Mstep: Class 16 contains 140351 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 140012 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756956.000000 Penalty: 71329.296875
Iteration 112Q: 23 clusters Score -6.275696e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20469 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 24183 members 
Mstep: Class 8 contains 4622 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 46720 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31869 members 
Mstep: Class 15 contains 7795 members 
Mstep: Class 16 contains 140377 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 139919 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757060.000000 Penalty: 71329.296875
Iteration 113Q: 23 clusters Score -6.275706e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 24184 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 46704 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31869 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 140399 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9296 members 
Mstep: Class 20 contains 139825 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757156.000000 Penalty: 71329.296875
Iteration 114Q: 23 clusters Score -6.275716e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5838 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 24187 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 46681 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 23820 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31871 members 
Mstep: Class 15 contains 7862 members 
Mstep: Class 16 contains 140407 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 139761 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757088.000000 Penalty: 71329.296875
Iteration 115Q: 23 clusters Score -6.275709e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20464 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24183 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 46661 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 23851 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31867 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 140408 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9297 members 
Mstep: Class 20 contains 139706 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757124.000000 Penalty: 71329.296875
Iteration 116Q: 23 clusters Score -6.275712e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5834 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24182 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 46641 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 23872 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31859 members 
Mstep: Class 15 contains 7930 members 
Mstep: Class 16 contains 140442 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9302 members 
Mstep: Class 20 contains 139624 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757100.000000 Penalty: 71329.296875
Iteration 117Q: 23 clusters Score -6.27571e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20466 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5832 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24178 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 46625 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 23891 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31853 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 140462 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9300 members 
Mstep: Class 20 contains 139549 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757052.000000 Penalty: 71329.296875
Iteration 118Q: 23 clusters Score -6.275705e+07 nChanged 227
Entering ConstructFrom: 
Score: -62757052.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 1 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -379914.875000 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -379914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -376619.437500 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -376619.4 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -377325.625000 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -377325.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -377534.156250 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -377534.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -377672.000000 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -377672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -377773.531250 Penalty: 3973.632324
	Iteration 4Q: 3 clusters Score -377773.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -377869.687500 Penalty: 3973.632324
	Iteration 5Q: 3 clusters Score -377869.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -377962.593750 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -377962.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -378079.593750 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -378079.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -378201.500000 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -378201.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -378305.156250 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -378305.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -378387.156250 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -378387.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -378455.625000 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -378455.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -378517.593750 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -378517.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -378573.250000 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -378573.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -378614.968750 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -378615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -378656.000000 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -378656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -378696.625000 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -378696.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -378741.187500 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -378741.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378780.187500 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -378780.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -378797.593750 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -378797.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -378810.562500 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -378810.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -378822.812500 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -378822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -378831.968750 Penalty: 3973.632324
	Iteration 22Q: 3 clusters Score -378832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -378838.343750 Penalty: 3973.632324
	Iteration 23Q: 3 clusters Score -378838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -378841.562500 Penalty: 3973.632324
	Iteration 24Q: 3 clusters Score -378841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -378842.593750 Penalty: 3973.632324
	Iteration 25Q: 3 clusters Score -378842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -378844.875000 Penalty: 3973.632324
	Iteration 26Q: 3 clusters Score -378844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -378846.218750 Penalty: 3973.632324
	Iteration 27Q: 3 clusters Score -378846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -378848.187500 Penalty: 3973.632324
	Iteration 28Q: 3 clusters Score -378848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -378850.312500 Penalty: 3973.632324
	Iteration 29Q: 3 clusters Score -378850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378850.968750 Penalty: 3973.632324
	Iteration 30Q: 3 clusters Score -378851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -378851.718750 Penalty: 3973.632324
	Iteration 31Q: 3 clusters Score -378851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -378852.718750 Penalty: 3973.632324
	Iteration 32Q: 3 clusters Score -378852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -378854.187500 Penalty: 3973.632324
	Iteration 33Q: 3 clusters Score -378854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -378856.281250 Penalty: 3973.632324
	Iteration 34Q: 3 clusters Score -378856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -378857.812500 Penalty: 3973.632324
	Iteration 35Q: 3 clusters Score -378857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -378857.812500 Penalty: 3973.632324
	Iteration 36F: 3 clusters Score -378857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Entering Unmasked Estep 
Score: -2772364.250000 Penalty: 2461.728516
	Iteration 0F: 2 clusters Score -2772364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2758017.500000 Penalty: 4923.457031
	Iteration 0F: 3 clusters Score -2758018 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2762820.750000 Penalty: 4923.457031
	Iteration 1F: 3 clusters Score -2762821 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2763263.000000 Penalty: 4923.457031
	Iteration 2F: 3 clusters Score -2763263 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2763643.000000 Penalty: 4923.457031
	Iteration 3Q: 3 clusters Score -2763643 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2763944.500000 Penalty: 4923.457031
	Iteration 4Q: 3 clusters Score -2763944 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2764194.000000 Penalty: 4923.457031
	Iteration 5Q: 3 clusters Score -2764194 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2764439.750000 Penalty: 4923.457031
	Iteration 6Q: 3 clusters Score -2764440 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2764668.000000 Penalty: 4923.457031
	Iteration 7Q: 3 clusters Score -2764668 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2764905.000000 Penalty: 4923.457031
	Iteration 8Q: 3 clusters Score -2764905 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2765118.250000 Penalty: 4923.457031
	Iteration 9Q: 3 clusters Score -2765118 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2765328.500000 Penalty: 4923.457031
	Iteration 10Q: 3 clusters Score -2765328 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2765597.000000 Penalty: 4923.457031
	Iteration 11Q: 3 clusters Score -2765597 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2765879.000000 Penalty: 4923.457031
	Iteration 12Q: 3 clusters Score -2765879 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2766199.500000 Penalty: 4923.457031
	Iteration 13Q: 3 clusters Score -2766200 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2766497.000000 Penalty: 4923.457031
	Iteration 14Q: 3 clusters Score -2766497 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2766840.250000 Penalty: 4923.457031
	Iteration 15Q: 3 clusters Score -2766840 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2767204.500000 Penalty: 4923.457031
	Iteration 16Q: 3 clusters Score -2767204 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2767608.000000 Penalty: 4923.457031
	Iteration 17Q: 3 clusters Score -2767608 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2768037.250000 Penalty: 4923.457031
	Iteration 18Q: 3 clusters Score -2768037 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2768480.000000 Penalty: 4923.457031
	Iteration 19Q: 3 clusters Score -2768480 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2768881.250000 Penalty: 4923.457031
	Iteration 20F: 3 clusters Score -2768881 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2769187.000000 Penalty: 4923.457031
	Iteration 21Q: 3 clusters Score -2769187 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2769428.000000 Penalty: 4923.457031
	Iteration 22Q: 3 clusters Score -2769428 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2769636.250000 Penalty: 4923.457031
	Iteration 23Q: 3 clusters Score -2769636 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2769771.000000 Penalty: 4923.457031
	Iteration 24Q: 3 clusters Score -2769771 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2769858.250000 Penalty: 4923.457031
	Iteration 25Q: 3 clusters Score -2769858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2769905.500000 Penalty: 4923.457031
	Iteration 26Q: 3 clusters Score -2769906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2769941.500000 Penalty: 4923.457031
	Iteration 27Q: 3 clusters Score -2769942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2769996.500000 Penalty: 4923.457031
	Iteration 28Q: 3 clusters Score -2769996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2770030.000000 Penalty: 4923.457031
	Iteration 29Q: 3 clusters Score -2770030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2770053.250000 Penalty: 4923.457031
	Iteration 30Q: 3 clusters Score -2770053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2770061.500000 Penalty: 4923.457031
	Iteration 31Q: 3 clusters Score -2770062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2770065.500000 Penalty: 4923.457031
	Iteration 32Q: 3 clusters Score -2770066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2770062.500000 Penalty: 4923.457031
	Iteration 33Q: 3 clusters Score -2770062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2770065.000000 Penalty: 4923.457031
	Iteration 34Q: 3 clusters Score -2770065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2770066.500000 Penalty: 4923.457031
	Iteration 35Q: 3 clusters Score -2770066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2770067.000000 Penalty: 4923.457031
	Iteration 36Q: 3 clusters Score -2770067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2770068.000000 Penalty: 4923.457031
	Iteration 37Q: 3 clusters Score -2770068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2770065.750000 Penalty: 4923.457031
	Iteration 38Q: 3 clusters Score -2770066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2770067.250000 Penalty: 4923.457031
	Iteration 39Q: 3 clusters Score -2770067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2770066.000000 Penalty: 4923.457031
	Iteration 40F: 3 clusters Score -2770066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2770070.250000 Penalty: 4923.457031
	Iteration 41Q: 3 clusters Score -2770070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2770065.500000 Penalty: 4923.457031
	Iteration 42Q: 3 clusters Score -2770066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2770066.750000 Penalty: 4923.457031
	Iteration 43Q: 3 clusters Score -2770067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2770071.000000 Penalty: 4923.457031
	Iteration 44Q: 3 clusters Score -2770071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2770070.500000 Penalty: 4923.457031
	Iteration 45Q: 3 clusters Score -2770070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2770067.000000 Penalty: 4923.457031
	Iteration 46Q: 3 clusters Score -2770067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2770072.000000 Penalty: 4923.457031
	Iteration 47Q: 3 clusters Score -2770072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2770073.000000 Penalty: 4923.457031
	Iteration 48Q: 3 clusters Score -2770073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2770076.500000 Penalty: 4923.457031
	Iteration 49Q: 3 clusters Score -2770076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2770073.000000 Penalty: 4923.457031
	Iteration 50Q: 3 clusters Score -2770073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2770073.500000 Penalty: 4923.457031
	Iteration 51Q: 3 clusters Score -2770074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2770077.250000 Penalty: 4923.457031
	Iteration 52Q: 3 clusters Score -2770077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2770070.750000 Penalty: 4923.457031
	Iteration 53Q: 3 clusters Score -2770071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2770071.500000 Penalty: 4923.457031
	Iteration 54Q: 3 clusters Score -2770072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2770070.000000 Penalty: 4923.457031
	Iteration 55Q: 3 clusters Score -2770070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2770066.500000 Penalty: 4923.457031
	Iteration 56Q: 3 clusters Score -2770066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2770063.000000 Penalty: 4923.457031
	Iteration 57Q: 3 clusters Score -2770063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2770062.500000 Penalty: 4923.457031
	Iteration 58Q: 3 clusters Score -2770062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2770067.250000 Penalty: 4923.457031
	Iteration 59Q: 3 clusters Score -2770067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2770067.250000 Penalty: 4923.457031
	Iteration 60F: 3 clusters Score -2770067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2770070.000000 Penalty: 4923.457031
	Iteration 61Q: 3 clusters Score -2770070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2770070.000000 Penalty: 4923.457031
	Iteration 62F: 3 clusters Score -2770070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -96015.507812 Penalty: 1675.141846
	Iteration 0F: 2 clusters Score -96015.51 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 432 members 
Entering Unmasked Estep 
Score: -94315.570312 Penalty: 3350.283691
	Iteration 0F: 3 clusters Score -94315.57 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95080.281250 Penalty: 3350.283691
	Iteration 1F: 3 clusters Score -95080.28 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -95534.062500 Penalty: 3350.283691
	Iteration 2F: 3 clusters Score -95534.06 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95746.648438 Penalty: 3350.283691
	Iteration 3F: 3 clusters Score -95746.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -95927.484375 Penalty: 3350.283691
	Iteration 4F: 3 clusters Score -95927.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96014.882812 Penalty: 3350.283691
	Iteration 5Q: 3 clusters Score -96014.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96046.601562 Penalty: 3350.283691
	Iteration 6Q: 3 clusters Score -96046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96058.296875 Penalty: 3350.283691
	Iteration 7Q: 3 clusters Score -96058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -96064.171875 Penalty: 3350.283691
	Iteration 8Q: 3 clusters Score -96064.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -96065.234375 Penalty: 3350.283691
	Iteration 9Q: 3 clusters Score -96065.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -96066.898438 Penalty: 3350.283691
	Iteration 10Q: 3 clusters Score -96066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96068.179688 Penalty: 3350.283691
	Iteration 11Q: 3 clusters Score -96068.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -96070.039062 Penalty: 3350.283691
	Iteration 12Q: 3 clusters Score -96070.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -96071.679688 Penalty: 3350.283691
	Iteration 13Q: 3 clusters Score -96071.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96075.320312 Penalty: 3350.283691
	Iteration 14Q: 3 clusters Score -96075.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96078.000000 Penalty: 3350.283691
	Iteration 15Q: 3 clusters Score -96078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -96080.945312 Penalty: 3350.283691
	Iteration 16Q: 3 clusters Score -96080.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96086.562500 Penalty: 3350.283691
	Iteration 17Q: 3 clusters Score -96086.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96099.093750 Penalty: 3350.283691
	Iteration 18Q: 3 clusters Score -96099.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -96118.945312 Penalty: 3350.283691
	Iteration 19Q: 3 clusters Score -96118.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96134.867188 Penalty: 3350.283691
	Iteration 20F: 3 clusters Score -96134.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -96152.242188 Penalty: 3350.283691
	Iteration 21Q: 3 clusters Score -96152.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -96173.656250 Penalty: 3350.283691
	Iteration 22Q: 3 clusters Score -96173.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96194.382812 Penalty: 3350.283691
	Iteration 23Q: 3 clusters Score -96194.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -96213.570312 Penalty: 3350.283691
	Iteration 24Q: 3 clusters Score -96213.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -96234.476562 Penalty: 3350.283691
	Iteration 25Q: 3 clusters Score -96234.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -96235.867188 Penalty: 3350.283691
	Iteration 26Q: 3 clusters Score -96235.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -96235.867188 Penalty: 3350.283691
	Iteration 27F: 3 clusters Score -96235.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 183 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 140480 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 139503 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 675 members 
Entering Unmasked Estep 
Score: -62755684.000000 Penalty: 74571.539062
Splitting cluster 3 changes total score from -62757052.000000 to -62755684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -36194.144531 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -36194.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34932.511719 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -34932.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35388.292969 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -35388.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35542.953125 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -35542.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35684.660156 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -35684.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35795.492188 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -35795.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35924.167969 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -35924.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36043.125000 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -36043.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36087.585938 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -36087.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36147.671875 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -36147.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36217.187500 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -36217.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36306.664062 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -36306.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36364.214844 Penalty: 2924.988281
	Iteration 11Q: 3 clusters Score -36364.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36383.343750 Penalty: 2924.988281
	Iteration 12Q: 3 clusters Score -36383.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36383.343750 Penalty: 2924.988281
	Iteration 13F: 3 clusters Score -36383.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 140480 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 139503 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 242 members 
Entering Unmasked Estep 
Score: -62755444.000000 Penalty: 74571.539062
Splitting cluster 4 changes total score from -62757052.000000 to -62755444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -748979.500000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -748979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -743999.312500 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -743999.3 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -745500.812500 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -745500.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -745954.187500 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -745954.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -746374.875000 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -746374.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -746799.562500 Penalty: 4300.788086
	Iteration 4F: 3 clusters Score -746799.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -747087.062500 Penalty: 4300.788086
	Iteration 5F: 3 clusters Score -747087.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -747297.000000 Penalty: 4300.788086
	Iteration 6Q: 3 clusters Score -747297 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -747437.750000 Penalty: 4300.788086
	Iteration 7Q: 3 clusters Score -747437.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -747529.562500 Penalty: 4300.788086
	Iteration 8Q: 3 clusters Score -747529.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -747594.875000 Penalty: 4300.788086
	Iteration 9Q: 3 clusters Score -747594.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -747640.625000 Penalty: 4300.788086
	Iteration 10Q: 3 clusters Score -747640.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -747682.500000 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -747682.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -747715.312500 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -747715.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -747737.437500 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -747737.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -747751.062500 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -747751.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -747758.750000 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -747758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -747763.937500 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -747763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -747766.250000 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -747766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -747769.125000 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -747769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -747767.937500 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -747767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -747767.937500 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -747767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -777935.375000 Penalty: 2156.527100
	Iteration 0F: 2 clusters Score -777935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -772762.250000 Penalty: 4313.054199
	Iteration 0F: 3 clusters Score -772762.2 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -774153.187500 Penalty: 4313.054199
	Iteration 1F: 3 clusters Score -774153.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -774490.000000 Penalty: 4313.054199
	Iteration 2F: 3 clusters Score -774490 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -774790.250000 Penalty: 4313.054199
	Iteration 3F: 3 clusters Score -774790.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -775193.625000 Penalty: 4313.054199
	Iteration 4F: 3 clusters Score -775193.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -775697.437500 Penalty: 4313.054199
	Iteration 5F: 3 clusters Score -775697.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -776206.687500 Penalty: 4313.054199
	Iteration 6F: 3 clusters Score -776206.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -776589.750000 Penalty: 4313.054199
	Iteration 7F: 3 clusters Score -776589.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -776814.875000 Penalty: 4313.054199
	Iteration 8F: 3 clusters Score -776814.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -776946.937500 Penalty: 4313.054199
	Iteration 9Q: 3 clusters Score -776946.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -777041.875000 Penalty: 4313.054199
	Iteration 10Q: 3 clusters Score -777041.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -777107.875000 Penalty: 4313.054199
	Iteration 11Q: 3 clusters Score -777107.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -777166.750000 Penalty: 4313.054199
	Iteration 12Q: 3 clusters Score -777166.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -777213.625000 Penalty: 4313.054199
	Iteration 13Q: 3 clusters Score -777213.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -777248.125000 Penalty: 4313.054199
	Iteration 14Q: 3 clusters Score -777248.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -777286.125000 Penalty: 4313.054199
	Iteration 15Q: 3 clusters Score -777286.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -777321.250000 Penalty: 4313.054199
	Iteration 16Q: 3 clusters Score -777321.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -777355.812500 Penalty: 4313.054199
	Iteration 17Q: 3 clusters Score -777355.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -777391.062500 Penalty: 4313.054199
	Iteration 18Q: 3 clusters Score -777391.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -777425.000000 Penalty: 4313.054199
	Iteration 19Q: 3 clusters Score -777425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -777460.750000 Penalty: 4313.054199
	Iteration 20F: 3 clusters Score -777460.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -777485.750000 Penalty: 4313.054199
	Iteration 21Q: 3 clusters Score -777485.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -777503.312500 Penalty: 4313.054199
	Iteration 22Q: 3 clusters Score -777503.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -777514.875000 Penalty: 4313.054199
	Iteration 23Q: 3 clusters Score -777514.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -777529.625000 Penalty: 4313.054199
	Iteration 24Q: 3 clusters Score -777529.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -777540.625000 Penalty: 4313.054199
	Iteration 25Q: 3 clusters Score -777540.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -777547.437500 Penalty: 4313.054199
	Iteration 26Q: 3 clusters Score -777547.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -777556.062500 Penalty: 4313.054199
	Iteration 27Q: 3 clusters Score -777556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -777560.000000 Penalty: 4313.054199
	Iteration 28Q: 3 clusters Score -777560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -777564.500000 Penalty: 4313.054199
	Iteration 29Q: 3 clusters Score -777564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -777568.312500 Penalty: 4313.054199
	Iteration 30Q: 3 clusters Score -777568.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -777572.625000 Penalty: 4313.054199
	Iteration 31Q: 3 clusters Score -777572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -777573.625000 Penalty: 4313.054199
	Iteration 32Q: 3 clusters Score -777573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -777577.312500 Penalty: 4313.054199
	Iteration 33Q: 3 clusters Score -777577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -777579.187500 Penalty: 4313.054199
	Iteration 34Q: 3 clusters Score -777579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -777578.250000 Penalty: 4313.054199
	Iteration 35Q: 3 clusters Score -777578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -777579.000000 Penalty: 4313.054199
	Iteration 36Q: 3 clusters Score -777579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -777578.500000 Penalty: 4313.054199
	Iteration 37Q: 3 clusters Score -777578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -777578.500000 Penalty: 4313.054199
	Iteration 38F: 3 clusters Score -777578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Entering Unmasked Estep 
Score: -3284358.000000 Penalty: 2503.031250
	Iteration 0F: 2 clusters Score -3284358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3267603.000000 Penalty: 5006.062500
	Iteration 0F: 3 clusters Score -3267603 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3273394.250000 Penalty: 5006.062500
	Iteration 1F: 3 clusters Score -3273394 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3273892.250000 Penalty: 5006.062500
	Iteration 2F: 3 clusters Score -3273892 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3274379.500000 Penalty: 5006.062500
	Iteration 3Q: 3 clusters Score -3274380 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3274849.750000 Penalty: 5006.062500
	Iteration 4Q: 3 clusters Score -3274850 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3275325.500000 Penalty: 5006.062500
	Iteration 5Q: 3 clusters Score -3275326 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3275844.250000 Penalty: 5006.062500
	Iteration 6Q: 3 clusters Score -3275844 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3276373.000000 Penalty: 5006.062500
	Iteration 7Q: 3 clusters Score -3276373 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3276932.750000 Penalty: 5006.062500
	Iteration 8Q: 3 clusters Score -3276933 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3277533.000000 Penalty: 5006.062500
	Iteration 9Q: 3 clusters Score -3277533 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3278185.000000 Penalty: 5006.062500
	Iteration 10Q: 3 clusters Score -3278185 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3278799.750000 Penalty: 5006.062500
	Iteration 11Q: 3 clusters Score -3278800 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3279230.000000 Penalty: 5006.062500
	Iteration 12Q: 3 clusters Score -3279230 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3279517.750000 Penalty: 5006.062500
	Iteration 13Q: 3 clusters Score -3279518 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3279694.000000 Penalty: 5006.062500
	Iteration 14Q: 3 clusters Score -3279694 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3279814.250000 Penalty: 5006.062500
	Iteration 15Q: 3 clusters Score -3279814 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3279865.250000 Penalty: 5006.062500
	Iteration 16Q: 3 clusters Score -3279865 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3279897.750000 Penalty: 5006.062500
	Iteration 17Q: 3 clusters Score -3279898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3279926.500000 Penalty: 5006.062500
	Iteration 18Q: 3 clusters Score -3279926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3279965.250000 Penalty: 5006.062500
	Iteration 19Q: 3 clusters Score -3279965 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3280010.500000 Penalty: 5006.062500
	Iteration 20F: 3 clusters Score -3280010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3280025.250000 Penalty: 5006.062500
	Iteration 21Q: 3 clusters Score -3280025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3280053.000000 Penalty: 5006.062500
	Iteration 22Q: 3 clusters Score -3280053 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3280063.000000 Penalty: 5006.062500
	Iteration 23Q: 3 clusters Score -3280063 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3280074.000000 Penalty: 5006.062500
	Iteration 24Q: 3 clusters Score -3280074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3280080.250000 Penalty: 5006.062500
	Iteration 25Q: 3 clusters Score -3280080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3280092.000000 Penalty: 5006.062500
	Iteration 26Q: 3 clusters Score -3280092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3280099.250000 Penalty: 5006.062500
	Iteration 27Q: 3 clusters Score -3280099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3280104.750000 Penalty: 5006.062500
	Iteration 28Q: 3 clusters Score -3280105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3280112.250000 Penalty: 5006.062500
	Iteration 29Q: 3 clusters Score -3280112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3280114.250000 Penalty: 5006.062500
	Iteration 30Q: 3 clusters Score -3280114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3280114.500000 Penalty: 5006.062500
	Iteration 31Q: 3 clusters Score -3280114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3280127.500000 Penalty: 5006.062500
	Iteration 32Q: 3 clusters Score -3280128 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3280133.250000 Penalty: 5006.062500
	Iteration 33Q: 3 clusters Score -3280133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3280152.000000 Penalty: 5006.062500
	Iteration 34Q: 3 clusters Score -3280152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3280163.000000 Penalty: 5006.062500
	Iteration 35Q: 3 clusters Score -3280163 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3280164.500000 Penalty: 5006.062500
	Iteration 36Q: 3 clusters Score -3280164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3280174.000000 Penalty: 5006.062500
	Iteration 37Q: 3 clusters Score -3280174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3280182.750000 Penalty: 5006.062500
	Iteration 38Q: 3 clusters Score -3280183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3280197.750000 Penalty: 5006.062500
	Iteration 39Q: 3 clusters Score -3280198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3280201.750000 Penalty: 5006.062500
	Iteration 40F: 3 clusters Score -3280202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3280202.750000 Penalty: 5006.062500
	Iteration 41Q: 3 clusters Score -3280203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3280208.750000 Penalty: 5006.062500
	Iteration 42Q: 3 clusters Score -3280209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3280210.000000 Penalty: 5006.062500
	Iteration 43Q: 3 clusters Score -3280210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3280218.250000 Penalty: 5006.062500
	Iteration 44Q: 3 clusters Score -3280218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3280216.250000 Penalty: 5006.062500
	Iteration 45Q: 3 clusters Score -3280216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3280231.750000 Penalty: 5006.062500
	Iteration 46Q: 3 clusters Score -3280232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3280241.750000 Penalty: 5006.062500
	Iteration 47Q: 3 clusters Score -3280242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3280248.500000 Penalty: 5006.062500
	Iteration 48Q: 3 clusters Score -3280248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3280267.500000 Penalty: 5006.062500
	Iteration 49Q: 3 clusters Score -3280268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3280285.750000 Penalty: 5006.062500
	Iteration 50Q: 3 clusters Score -3280286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3280317.250000 Penalty: 5006.062500
	Iteration 51Q: 3 clusters Score -3280317 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3280341.000000 Penalty: 5006.062500
	Iteration 52Q: 3 clusters Score -3280341 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3280365.500000 Penalty: 5006.062500
	Iteration 53Q: 3 clusters Score -3280366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3280395.750000 Penalty: 5006.062500
	Iteration 54Q: 3 clusters Score -3280396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3280423.750000 Penalty: 5006.062500
	Iteration 55Q: 3 clusters Score -3280424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3280461.500000 Penalty: 5006.062500
	Iteration 56Q: 3 clusters Score -3280462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3280480.250000 Penalty: 5006.062500
	Iteration 57Q: 3 clusters Score -3280480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3280526.750000 Penalty: 5006.062500
	Iteration 58Q: 3 clusters Score -3280527 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3280574.500000 Penalty: 5006.062500
	Iteration 59Q: 3 clusters Score -3280574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3280607.000000 Penalty: 5006.062500
	Iteration 60F: 3 clusters Score -3280607 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3280652.000000 Penalty: 5006.062500
	Iteration 61Q: 3 clusters Score -3280652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3280712.750000 Penalty: 5006.062500
	Iteration 62Q: 3 clusters Score -3280713 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3280787.750000 Penalty: 5006.062500
	Iteration 63Q: 3 clusters Score -3280788 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3280835.000000 Penalty: 5006.062500
	Iteration 64Q: 3 clusters Score -3280835 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3280892.500000 Penalty: 5006.062500
	Iteration 65Q: 3 clusters Score -3280892 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3280926.250000 Penalty: 5006.062500
	Iteration 66Q: 3 clusters Score -3280926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3280974.500000 Penalty: 5006.062500
	Iteration 67Q: 3 clusters Score -3280974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3281014.750000 Penalty: 5006.062500
	Iteration 68Q: 3 clusters Score -3281015 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3281077.500000 Penalty: 5006.062500
	Iteration 69Q: 3 clusters Score -3281078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3281109.500000 Penalty: 5006.062500
	Iteration 70Q: 3 clusters Score -3281110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3281152.250000 Penalty: 5006.062500
	Iteration 71Q: 3 clusters Score -3281152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3281192.500000 Penalty: 5006.062500
	Iteration 72Q: 3 clusters Score -3281192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3281219.000000 Penalty: 5006.062500
	Iteration 73Q: 3 clusters Score -3281219 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3281257.750000 Penalty: 5006.062500
	Iteration 74Q: 3 clusters Score -3281258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3281292.250000 Penalty: 5006.062500
	Iteration 75Q: 3 clusters Score -3281292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3281326.500000 Penalty: 5006.062500
	Iteration 76Q: 3 clusters Score -3281326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3281350.500000 Penalty: 5006.062500
	Iteration 77Q: 3 clusters Score -3281350 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3281392.250000 Penalty: 5006.062500
	Iteration 78Q: 3 clusters Score -3281392 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3281437.000000 Penalty: 5006.062500
	Iteration 79Q: 3 clusters Score -3281437 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3281497.250000 Penalty: 5006.062500
	Iteration 80F: 3 clusters Score -3281497 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3281554.000000 Penalty: 5006.062500
	Iteration 81Q: 3 clusters Score -3281554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3281600.750000 Penalty: 5006.062500
	Iteration 82Q: 3 clusters Score -3281601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3281653.500000 Penalty: 5006.062500
	Iteration 83Q: 3 clusters Score -3281654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3281714.750000 Penalty: 5006.062500
	Iteration 84Q: 3 clusters Score -3281715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3281773.250000 Penalty: 5006.062500
	Iteration 85Q: 3 clusters Score -3281773 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3281824.000000 Penalty: 5006.062500
	Iteration 86Q: 3 clusters Score -3281824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3281867.000000 Penalty: 5006.062500
	Iteration 87Q: 3 clusters Score -3281867 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3281921.500000 Penalty: 5006.062500
	Iteration 88Q: 3 clusters Score -3281922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3281982.000000 Penalty: 5006.062500
	Iteration 89Q: 3 clusters Score -3281982 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3282022.000000 Penalty: 5006.062500
	Iteration 90Q: 3 clusters Score -3282022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3282058.250000 Penalty: 5006.062500
	Iteration 91Q: 3 clusters Score -3282058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3282102.000000 Penalty: 5006.062500
	Iteration 92Q: 3 clusters Score -3282102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3282135.750000 Penalty: 5006.062500
	Iteration 93Q: 3 clusters Score -3282136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3282172.000000 Penalty: 5006.062500
	Iteration 94Q: 3 clusters Score -3282172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3282203.250000 Penalty: 5006.062500
	Iteration 95Q: 3 clusters Score -3282203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3282230.750000 Penalty: 5006.062500
	Iteration 96Q: 3 clusters Score -3282231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3282264.000000 Penalty: 5006.062500
	Iteration 97Q: 3 clusters Score -3282264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3282295.000000 Penalty: 5006.062500
	Iteration 98Q: 3 clusters Score -3282295 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3282327.500000 Penalty: 5006.062500
	Iteration 99Q: 3 clusters Score -3282328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3282336.500000 Penalty: 5006.062500
	Iteration 100F: 3 clusters Score -3282336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3282357.250000 Penalty: 5006.062500
	Iteration 101Q: 3 clusters Score -3282357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3282375.250000 Penalty: 5006.062500
	Iteration 102Q: 3 clusters Score -3282375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3282392.750000 Penalty: 5006.062500
	Iteration 103Q: 3 clusters Score -3282393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3282400.250000 Penalty: 5006.062500
	Iteration 104Q: 3 clusters Score -3282400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3282405.250000 Penalty: 5006.062500
	Iteration 105Q: 3 clusters Score -3282405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3282418.500000 Penalty: 5006.062500
	Iteration 106Q: 3 clusters Score -3282418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3282417.500000 Penalty: 5006.062500
	Iteration 107Q: 3 clusters Score -3282418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3282429.250000 Penalty: 5006.062500
	Iteration 108Q: 3 clusters Score -3282429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3282429.750000 Penalty: 5006.062500
	Iteration 109Q: 3 clusters Score -3282430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3282432.000000 Penalty: 5006.062500
	Iteration 110Q: 3 clusters Score -3282432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3282450.000000 Penalty: 5006.062500
	Iteration 111Q: 3 clusters Score -3282450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3282451.250000 Penalty: 5006.062500
	Iteration 112Q: 3 clusters Score -3282451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3282457.000000 Penalty: 5006.062500
	Iteration 113Q: 3 clusters Score -3282457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3282452.750000 Penalty: 5006.062500
	Iteration 114Q: 3 clusters Score -3282453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3282458.750000 Penalty: 5006.062500
	Iteration 115Q: 3 clusters Score -3282459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3282456.000000 Penalty: 5006.062500
	Iteration 116Q: 3 clusters Score -3282456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3282456.000000 Penalty: 5006.062500
	Iteration 117F: 3 clusters Score -3282456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Entering Unmasked Estep 
Score: -630890.687500 Penalty: 2095.808350
	Iteration 0F: 2 clusters Score -630890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -626571.687500 Penalty: 4191.616699
	Iteration 0F: 3 clusters Score -626571.7 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -627571.375000 Penalty: 4191.616699
	Iteration 1F: 3 clusters Score -627571.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -627782.812500 Penalty: 4191.616699
	Iteration 2F: 3 clusters Score -627782.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -627895.937500 Penalty: 4191.616699
	Iteration 3Q: 3 clusters Score -627895.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -627987.750000 Penalty: 4191.616699
	Iteration 4Q: 3 clusters Score -627987.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -628063.250000 Penalty: 4191.616699
	Iteration 5Q: 3 clusters Score -628063.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -628116.687500 Penalty: 4191.616699
	Iteration 6Q: 3 clusters Score -628116.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -628163.812500 Penalty: 4191.616699
	Iteration 7Q: 3 clusters Score -628163.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -628201.125000 Penalty: 4191.616699
	Iteration 8Q: 3 clusters Score -628201.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -628231.375000 Penalty: 4191.616699
	Iteration 9Q: 3 clusters Score -628231.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -628263.812500 Penalty: 4191.616699
	Iteration 10Q: 3 clusters Score -628263.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -628293.875000 Penalty: 4191.616699
	Iteration 11Q: 3 clusters Score -628293.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -628320.625000 Penalty: 4191.616699
	Iteration 12Q: 3 clusters Score -628320.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -628344.750000 Penalty: 4191.616699
	Iteration 13Q: 3 clusters Score -628344.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -628370.437500 Penalty: 4191.616699
	Iteration 14Q: 3 clusters Score -628370.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -628393.000000 Penalty: 4191.616699
	Iteration 15Q: 3 clusters Score -628393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -628417.937500 Penalty: 4191.616699
	Iteration 16Q: 3 clusters Score -628417.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -628442.687500 Penalty: 4191.616699
	Iteration 17Q: 3 clusters Score -628442.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -628464.750000 Penalty: 4191.616699
	Iteration 18Q: 3 clusters Score -628464.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -628484.500000 Penalty: 4191.616699
	Iteration 19Q: 3 clusters Score -628484.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -628498.500000 Penalty: 4191.616699
	Iteration 20F: 3 clusters Score -628498.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -628513.062500 Penalty: 4191.616699
	Iteration 21Q: 3 clusters Score -628513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -628525.750000 Penalty: 4191.616699
	Iteration 22Q: 3 clusters Score -628525.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -628535.250000 Penalty: 4191.616699
	Iteration 23Q: 3 clusters Score -628535.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -628541.625000 Penalty: 4191.616699
	Iteration 24Q: 3 clusters Score -628541.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -628545.937500 Penalty: 4191.616699
	Iteration 25Q: 3 clusters Score -628545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -628555.312500 Penalty: 4191.616699
	Iteration 26Q: 3 clusters Score -628555.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -628563.125000 Penalty: 4191.616699
	Iteration 27Q: 3 clusters Score -628563.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -628579.625000 Penalty: 4191.616699
	Iteration 28Q: 3 clusters Score -628579.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -628599.250000 Penalty: 4191.616699
	Iteration 29Q: 3 clusters Score -628599.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -628616.687500 Penalty: 4191.616699
	Iteration 30Q: 3 clusters Score -628616.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -628634.187500 Penalty: 4191.616699
	Iteration 31Q: 3 clusters Score -628634.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -628650.625000 Penalty: 4191.616699
	Iteration 32Q: 3 clusters Score -628650.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -628666.500000 Penalty: 4191.616699
	Iteration 33Q: 3 clusters Score -628666.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -628686.125000 Penalty: 4191.616699
	Iteration 34Q: 3 clusters Score -628686.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -628699.562500 Penalty: 4191.616699
	Iteration 35Q: 3 clusters Score -628699.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -628712.312500 Penalty: 4191.616699
	Iteration 36Q: 3 clusters Score -628712.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -628729.812500 Penalty: 4191.616699
	Iteration 37Q: 3 clusters Score -628729.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -628747.187500 Penalty: 4191.616699
	Iteration 38Q: 3 clusters Score -628747.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -628768.937500 Penalty: 4191.616699
	Iteration 39Q: 3 clusters Score -628768.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -628790.000000 Penalty: 4191.616699
	Iteration 40F: 3 clusters Score -628790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -628817.125000 Penalty: 4191.616699
	Iteration 41Q: 3 clusters Score -628817.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -628851.562500 Penalty: 4191.616699
	Iteration 42Q: 3 clusters Score -628851.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -628870.437500 Penalty: 4191.616699
	Iteration 43Q: 3 clusters Score -628870.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -628890.625000 Penalty: 4191.616699
	Iteration 44Q: 3 clusters Score -628890.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -628909.312500 Penalty: 4191.616699
	Iteration 45Q: 3 clusters Score -628909.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -628929.687500 Penalty: 4191.616699
	Iteration 46Q: 3 clusters Score -628929.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -628943.500000 Penalty: 4191.616699
	Iteration 47Q: 3 clusters Score -628943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -628958.812500 Penalty: 4191.616699
	Iteration 48Q: 3 clusters Score -628958.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -628968.000000 Penalty: 4191.616699
	Iteration 49Q: 3 clusters Score -628968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -628976.687500 Penalty: 4191.616699
	Iteration 50Q: 3 clusters Score -628976.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -628987.750000 Penalty: 4191.616699
	Iteration 51Q: 3 clusters Score -628987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -628995.437500 Penalty: 4191.616699
	Iteration 52Q: 3 clusters Score -628995.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -629002.250000 Penalty: 4191.616699
	Iteration 53Q: 3 clusters Score -629002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -629008.500000 Penalty: 4191.616699
	Iteration 54Q: 3 clusters Score -629008.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -629016.875000 Penalty: 4191.616699
	Iteration 55Q: 3 clusters Score -629016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -629025.687500 Penalty: 4191.616699
	Iteration 56Q: 3 clusters Score -629025.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -629029.250000 Penalty: 4191.616699
	Iteration 57Q: 3 clusters Score -629029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -629034.562500 Penalty: 4191.616699
	Iteration 58Q: 3 clusters Score -629034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -629037.250000 Penalty: 4191.616699
	Iteration 59Q: 3 clusters Score -629037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -629039.312500 Penalty: 4191.616699
	Iteration 60F: 3 clusters Score -629039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -629042.625000 Penalty: 4191.616699
	Iteration 61Q: 3 clusters Score -629042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -629048.000000 Penalty: 4191.616699
	Iteration 62Q: 3 clusters Score -629048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -629052.312500 Penalty: 4191.616699
	Iteration 63Q: 3 clusters Score -629052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -629056.625000 Penalty: 4191.616699
	Iteration 64Q: 3 clusters Score -629056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -629062.312500 Penalty: 4191.616699
	Iteration 65Q: 3 clusters Score -629062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -629066.687500 Penalty: 4191.616699
	Iteration 66Q: 3 clusters Score -629066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -629070.812500 Penalty: 4191.616699
	Iteration 67Q: 3 clusters Score -629070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -629078.250000 Penalty: 4191.616699
	Iteration 68Q: 3 clusters Score -629078.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -629087.250000 Penalty: 4191.616699
	Iteration 69Q: 3 clusters Score -629087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -629092.687500 Penalty: 4191.616699
	Iteration 70Q: 3 clusters Score -629092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -629098.187500 Penalty: 4191.616699
	Iteration 71Q: 3 clusters Score -629098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -629101.687500 Penalty: 4191.616699
	Iteration 72Q: 3 clusters Score -629101.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -629105.187500 Penalty: 4191.616699
	Iteration 73Q: 3 clusters Score -629105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -629109.187500 Penalty: 4191.616699
	Iteration 74Q: 3 clusters Score -629109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -629111.062500 Penalty: 4191.616699
	Iteration 75Q: 3 clusters Score -629111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -629117.000000 Penalty: 4191.616699
	Iteration 76Q: 3 clusters Score -629117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -629119.125000 Penalty: 4191.616699
	Iteration 77Q: 3 clusters Score -629119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -629124.375000 Penalty: 4191.616699
	Iteration 78Q: 3 clusters Score -629124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -629126.062500 Penalty: 4191.616699
	Iteration 79Q: 3 clusters Score -629126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -629127.062500 Penalty: 4191.616699
	Iteration 80F: 3 clusters Score -629127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -629127.812500 Penalty: 4191.616699
	Iteration 81Q: 3 clusters Score -629127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -629131.937500 Penalty: 4191.616699
	Iteration 82Q: 3 clusters Score -629131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -629132.375000 Penalty: 4191.616699
	Iteration 83Q: 3 clusters Score -629132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -629132.312500 Penalty: 4191.616699
	Iteration 84Q: 3 clusters Score -629132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -629132.312500 Penalty: 4191.616699
	Iteration 85F: 3 clusters Score -629132.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -473959.406250 Penalty: 2030.588257
	Iteration 0F: 2 clusters Score -473959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -470272.468750 Penalty: 4061.176514
	Iteration 0F: 3 clusters Score -470272.5 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -471119.593750 Penalty: 4061.176514
	Iteration 1F: 3 clusters Score -471119.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -471331.031250 Penalty: 4061.176514
	Iteration 2F: 3 clusters Score -471331 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -471471.468750 Penalty: 4061.176514
	Iteration 3F: 3 clusters Score -471471.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -471584.093750 Penalty: 4061.176514
	Iteration 4Q: 3 clusters Score -471584.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -471671.125000 Penalty: 4061.176514
	Iteration 5Q: 3 clusters Score -471671.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -471737.218750 Penalty: 4061.176514
	Iteration 6Q: 3 clusters Score -471737.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -471802.593750 Penalty: 4061.176514
	Iteration 7Q: 3 clusters Score -471802.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -471854.406250 Penalty: 4061.176514
	Iteration 8Q: 3 clusters Score -471854.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -471893.187500 Penalty: 4061.176514
	Iteration 9Q: 3 clusters Score -471893.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -471924.468750 Penalty: 4061.176514
	Iteration 10Q: 3 clusters Score -471924.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -471948.875000 Penalty: 4061.176514
	Iteration 11Q: 3 clusters Score -471948.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -471970.968750 Penalty: 4061.176514
	Iteration 12Q: 3 clusters Score -471971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -472000.656250 Penalty: 4061.176514
	Iteration 13Q: 3 clusters Score -472000.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -472022.281250 Penalty: 4061.176514
	Iteration 14Q: 3 clusters Score -472022.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -472042.125000 Penalty: 4061.176514
	Iteration 15Q: 3 clusters Score -472042.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -472058.656250 Penalty: 4061.176514
	Iteration 16Q: 3 clusters Score -472058.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -472079.156250 Penalty: 4061.176514
	Iteration 17Q: 3 clusters Score -472079.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -472100.718750 Penalty: 4061.176514
	Iteration 18Q: 3 clusters Score -472100.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -472118.031250 Penalty: 4061.176514
	Iteration 19Q: 3 clusters Score -472118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -472133.375000 Penalty: 4061.176514
	Iteration 20F: 3 clusters Score -472133.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -472150.406250 Penalty: 4061.176514
	Iteration 21Q: 3 clusters Score -472150.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -472163.281250 Penalty: 4061.176514
	Iteration 22Q: 3 clusters Score -472163.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -472172.656250 Penalty: 4061.176514
	Iteration 23Q: 3 clusters Score -472172.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -472184.250000 Penalty: 4061.176514
	Iteration 24Q: 3 clusters Score -472184.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -472192.843750 Penalty: 4061.176514
	Iteration 25Q: 3 clusters Score -472192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -472202.000000 Penalty: 4061.176514
	Iteration 26Q: 3 clusters Score -472202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -472212.406250 Penalty: 4061.176514
	Iteration 27Q: 3 clusters Score -472212.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -472219.531250 Penalty: 4061.176514
	Iteration 28Q: 3 clusters Score -472219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -472223.625000 Penalty: 4061.176514
	Iteration 29Q: 3 clusters Score -472223.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -472228.500000 Penalty: 4061.176514
	Iteration 30Q: 3 clusters Score -472228.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -472237.781250 Penalty: 4061.176514
	Iteration 31Q: 3 clusters Score -472237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -472246.031250 Penalty: 4061.176514
	Iteration 32Q: 3 clusters Score -472246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -472253.312500 Penalty: 4061.176514
	Iteration 33Q: 3 clusters Score -472253.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -472261.718750 Penalty: 4061.176514
	Iteration 34Q: 3 clusters Score -472261.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -472272.343750 Penalty: 4061.176514
	Iteration 35Q: 3 clusters Score -472272.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -472278.937500 Penalty: 4061.176514
	Iteration 36Q: 3 clusters Score -472278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -472283.843750 Penalty: 4061.176514
	Iteration 37Q: 3 clusters Score -472283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -472286.000000 Penalty: 4061.176514
	Iteration 38Q: 3 clusters Score -472286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -472288.875000 Penalty: 4061.176514
	Iteration 39Q: 3 clusters Score -472288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -472289.656250 Penalty: 4061.176514
	Iteration 40F: 3 clusters Score -472289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -472291.093750 Penalty: 4061.176514
	Iteration 41Q: 3 clusters Score -472291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -472294.750000 Penalty: 4061.176514
	Iteration 42Q: 3 clusters Score -472294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -472297.000000 Penalty: 4061.176514
	Iteration 43Q: 3 clusters Score -472297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -472299.343750 Penalty: 4061.176514
	Iteration 44Q: 3 clusters Score -472299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -472302.750000 Penalty: 4061.176514
	Iteration 45Q: 3 clusters Score -472302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -472304.718750 Penalty: 4061.176514
	Iteration 46Q: 3 clusters Score -472304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -472304.968750 Penalty: 4061.176514
	Iteration 47Q: 3 clusters Score -472305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -472305.812500 Penalty: 4061.176514
	Iteration 48Q: 3 clusters Score -472305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -472306.687500 Penalty: 4061.176514
	Iteration 49Q: 3 clusters Score -472306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -472306.687500 Penalty: 4061.176514
	Iteration 50F: 3 clusters Score -472306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Entering Unmasked Estep 
Score: -6135377.500000 Penalty: 2665.882812
	Iteration 0F: 2 clusters Score -6135378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6103938.500000 Penalty: 5331.765625
	Iteration 0F: 3 clusters Score -6103938 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -6115771.500000 Penalty: 5331.765625
	Iteration 1F: 3 clusters Score -6115772 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -6116217.500000 Penalty: 5331.765625
	Iteration 2Q: 3 clusters Score -6116218 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -6116620.000000 Penalty: 5331.765625
	Iteration 3Q: 3 clusters Score -6116620 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -6117074.000000 Penalty: 5331.765625
	Iteration 4Q: 3 clusters Score -6117074 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -6117585.500000 Penalty: 5331.765625
	Iteration 5Q: 3 clusters Score -6117586 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6118327.000000 Penalty: 5331.765625
	Iteration 6Q: 3 clusters Score -6118327 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -6119362.500000 Penalty: 5331.765625
	Iteration 7Q: 3 clusters Score -6119362 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -6120871.500000 Penalty: 5331.765625
	Iteration 8F: 3 clusters Score -6120872 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -6123087.500000 Penalty: 5331.765625
	Iteration 9F: 3 clusters Score -6123088 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -6125987.500000 Penalty: 5331.765625
	Iteration 10F: 3 clusters Score -6125988 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -6128831.000000 Penalty: 5331.765625
	Iteration 11F: 3 clusters Score -6128831 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6130868.500000 Penalty: 5331.765625
	Iteration 12Q: 3 clusters Score -6130868 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6131996.500000 Penalty: 5331.765625
	Iteration 13Q: 3 clusters Score -6131996 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6132521.000000 Penalty: 5331.765625
	Iteration 14Q: 3 clusters Score -6132521 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6132749.000000 Penalty: 5331.765625
	Iteration 15Q: 3 clusters Score -6132749 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6132878.500000 Penalty: 5331.765625
	Iteration 16Q: 3 clusters Score -6132878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6132952.000000 Penalty: 5331.765625
	Iteration 17Q: 3 clusters Score -6132952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6132999.500000 Penalty: 5331.765625
	Iteration 18Q: 3 clusters Score -6133000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6133038.500000 Penalty: 5331.765625
	Iteration 19Q: 3 clusters Score -6133038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6133059.000000 Penalty: 5331.765625
	Iteration 20F: 3 clusters Score -6133059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6133070.500000 Penalty: 5331.765625
	Iteration 21Q: 3 clusters Score -6133070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6133077.000000 Penalty: 5331.765625
	Iteration 22Q: 3 clusters Score -6133077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6133094.000000 Penalty: 5331.765625
	Iteration 23Q: 3 clusters Score -6133094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6133109.000000 Penalty: 5331.765625
	Iteration 24Q: 3 clusters Score -6133109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6133110.500000 Penalty: 5331.765625
	Iteration 25Q: 3 clusters Score -6133110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6133110.500000 Penalty: 5331.765625
	Iteration 26Q: 3 clusters Score -6133110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6133110.500000 Penalty: 5331.765625
	Iteration 27F: 3 clusters Score -6133110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -273293.500000 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -273293.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -270639.062500 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -270639.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -271112.843750 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -271112.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271275.343750 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -271275.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -271381.093750 Penalty: 3775.964355
	Iteration 3F: 3 clusters Score -271381.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271456.718750 Penalty: 3775.964355
	Iteration 4Q: 3 clusters Score -271456.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -271540.718750 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -271540.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -271613.125000 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -271613.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -271655.406250 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -271655.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -271677.875000 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -271677.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -271698.218750 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -271698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -271716.156250 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -271716.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -271731.156250 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -271731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -271746.625000 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -271746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -271755.593750 Penalty: 3775.964355
	Iteration 13Q: 3 clusters Score -271755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -271761.468750 Penalty: 3775.964355
	Iteration 14Q: 3 clusters Score -271761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -271765.312500 Penalty: 3775.964355
	Iteration 15Q: 3 clusters Score -271765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -271768.437500 Penalty: 3775.964355
	Iteration 16Q: 3 clusters Score -271768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -271771.437500 Penalty: 3775.964355
	Iteration 17Q: 3 clusters Score -271771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -271776.968750 Penalty: 3775.964355
	Iteration 18Q: 3 clusters Score -271777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -271779.125000 Penalty: 3775.964355
	Iteration 19Q: 3 clusters Score -271779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -271780.625000 Penalty: 3775.964355
	Iteration 20F: 3 clusters Score -271780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -271783.218750 Penalty: 3775.964355
	Iteration 21Q: 3 clusters Score -271783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -271783.687500 Penalty: 3775.964355
	Iteration 22Q: 3 clusters Score -271783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -271784.000000 Penalty: 3775.964355
	Iteration 23Q: 3 clusters Score -271784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -271784.000000 Penalty: 3775.964355
	Iteration 24F: 3 clusters Score -271784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Entering Unmasked Estep 
Score: -3224752.500000 Penalty: 2500.307373
	Iteration 0F: 2 clusters Score -3224752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3208126.250000 Penalty: 5000.614746
	Iteration 0F: 3 clusters Score -3208126 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3213913.750000 Penalty: 5000.614746
	Iteration 1F: 3 clusters Score -3213914 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3214430.500000 Penalty: 5000.614746
	Iteration 2F: 3 clusters Score -3214430 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3215033.250000 Penalty: 5000.614746
	Iteration 3F: 3 clusters Score -3215033 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3215801.000000 Penalty: 5000.614746
	Iteration 4F: 3 clusters Score -3215801 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3216749.500000 Penalty: 5000.614746
	Iteration 5F: 3 clusters Score -3216750 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3217936.250000 Penalty: 5000.614746
	Iteration 6F: 3 clusters Score -3217936 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3219125.750000 Penalty: 5000.614746
	Iteration 7F: 3 clusters Score -3219126 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3220293.750000 Penalty: 5000.614746
	Iteration 8F: 3 clusters Score -3220294 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3221300.250000 Penalty: 5000.614746
	Iteration 9Q: 3 clusters Score -3221300 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3222010.500000 Penalty: 5000.614746
	Iteration 10Q: 3 clusters Score -3222010 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3222309.000000 Penalty: 5000.614746
	Iteration 11Q: 3 clusters Score -3222309 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3222485.250000 Penalty: 5000.614746
	Iteration 12Q: 3 clusters Score -3222485 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3222555.000000 Penalty: 5000.614746
	Iteration 13Q: 3 clusters Score -3222555 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3222618.250000 Penalty: 5000.614746
	Iteration 14Q: 3 clusters Score -3222618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3222645.500000 Penalty: 5000.614746
	Iteration 15Q: 3 clusters Score -3222646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3222680.000000 Penalty: 5000.614746
	Iteration 16Q: 3 clusters Score -3222680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3222690.750000 Penalty: 5000.614746
	Iteration 17Q: 3 clusters Score -3222691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3222707.000000 Penalty: 5000.614746
	Iteration 18Q: 3 clusters Score -3222707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3222728.500000 Penalty: 5000.614746
	Iteration 19Q: 3 clusters Score -3222728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3222766.250000 Penalty: 5000.614746
	Iteration 20F: 3 clusters Score -3222766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3222782.500000 Penalty: 5000.614746
	Iteration 21Q: 3 clusters Score -3222782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3222799.000000 Penalty: 5000.614746
	Iteration 22Q: 3 clusters Score -3222799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3222802.250000 Penalty: 5000.614746
	Iteration 23Q: 3 clusters Score -3222802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3222814.000000 Penalty: 5000.614746
	Iteration 24Q: 3 clusters Score -3222814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3222820.000000 Penalty: 5000.614746
	Iteration 25Q: 3 clusters Score -3222820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3222841.500000 Penalty: 5000.614746
	Iteration 26Q: 3 clusters Score -3222842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3222847.750000 Penalty: 5000.614746
	Iteration 27Q: 3 clusters Score -3222848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3222859.000000 Penalty: 5000.614746
	Iteration 28Q: 3 clusters Score -3222859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3222859.250000 Penalty: 5000.614746
	Iteration 29Q: 3 clusters Score -3222859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3222874.750000 Penalty: 5000.614746
	Iteration 30Q: 3 clusters Score -3222875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3222882.250000 Penalty: 5000.614746
	Iteration 31Q: 3 clusters Score -3222882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3222878.750000 Penalty: 5000.614746
	Iteration 32Q: 3 clusters Score -3222879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3222888.500000 Penalty: 5000.614746
	Iteration 33Q: 3 clusters Score -3222888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3222891.500000 Penalty: 5000.614746
	Iteration 34Q: 3 clusters Score -3222892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3222896.500000 Penalty: 5000.614746
	Iteration 35Q: 3 clusters Score -3222896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3222903.000000 Penalty: 5000.614746
	Iteration 36Q: 3 clusters Score -3222903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3222903.750000 Penalty: 5000.614746
	Iteration 37Q: 3 clusters Score -3222904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3222901.500000 Penalty: 5000.614746
	Iteration 38Q: 3 clusters Score -3222902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3222903.750000 Penalty: 5000.614746
	Iteration 39Q: 3 clusters Score -3222904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3222905.500000 Penalty: 5000.614746
	Iteration 40F: 3 clusters Score -3222906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3222908.500000 Penalty: 5000.614746
	Iteration 41Q: 3 clusters Score -3222908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3222910.500000 Penalty: 5000.614746
	Iteration 42Q: 3 clusters Score -3222910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3222903.500000 Penalty: 5000.614746
	Iteration 43Q: 3 clusters Score -3222904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3222907.000000 Penalty: 5000.614746
	Iteration 44Q: 3 clusters Score -3222907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3222905.500000 Penalty: 5000.614746
	Iteration 45Q: 3 clusters Score -3222906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3222907.000000 Penalty: 5000.614746
	Iteration 46Q: 3 clusters Score -3222907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3222907.000000 Penalty: 5000.614746
	Iteration 47F: 3 clusters Score -3222907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -83395.312500 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -83395.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81802.007812 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -81802.01 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82209.359375 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -82209.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82396.671875 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -82396.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82466.304688 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -82466.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82498.984375 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -82498.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82634.078125 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -82634.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82685.078125 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -82685.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82730.820312 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -82730.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82763.187500 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -82763.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82785.656250 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -82785.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82797.398438 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -82797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82803.203125 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -82803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82815.265625 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -82815.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82819.437500 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -82819.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82822.546875 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -82822.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82822.546875 Penalty: 3258.462646
	Iteration 15F: 3 clusters Score -82822.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Entering Unmasked Estep 
Score: -4349899.000000 Penalty: 2571.406250
	Iteration 0F: 2 clusters Score -4349899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4328151.500000 Penalty: 5142.812500
	Iteration 0F: 3 clusters Score -4328152 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4335977.000000 Penalty: 5142.812500
	Iteration 1F: 3 clusters Score -4335977 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4336506.500000 Penalty: 5142.812500
	Iteration 2Q: 3 clusters Score -4336506 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4336996.000000 Penalty: 5142.812500
	Iteration 3Q: 3 clusters Score -4336996 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4337608.500000 Penalty: 5142.812500
	Iteration 4Q: 3 clusters Score -4337608 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4338331.000000 Penalty: 5142.812500
	Iteration 5Q: 3 clusters Score -4338331 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4339280.500000 Penalty: 5142.812500
	Iteration 6F: 3 clusters Score -4339280 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4340541.500000 Penalty: 5142.812500
	Iteration 7F: 3 clusters Score -4340542 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4341994.000000 Penalty: 5142.812500
	Iteration 8F: 3 clusters Score -4341994 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4343432.000000 Penalty: 5142.812500
	Iteration 9F: 3 clusters Score -4343432 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4344463.000000 Penalty: 5142.812500
	Iteration 10Q: 3 clusters Score -4344463 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4345047.000000 Penalty: 5142.812500
	Iteration 11Q: 3 clusters Score -4345047 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4345395.000000 Penalty: 5142.812500
	Iteration 12Q: 3 clusters Score -4345395 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4345620.000000 Penalty: 5142.812500
	Iteration 13Q: 3 clusters Score -4345620 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4345762.000000 Penalty: 5142.812500
	Iteration 14Q: 3 clusters Score -4345762 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -4345900.500000 Penalty: 5142.812500
	Iteration 15Q: 3 clusters Score -4345900 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4346015.500000 Penalty: 5142.812500
	Iteration 16Q: 3 clusters Score -4346016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4346125.000000 Penalty: 5142.812500
	Iteration 17Q: 3 clusters Score -4346125 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4346216.000000 Penalty: 5142.812500
	Iteration 18Q: 3 clusters Score -4346216 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4346318.000000 Penalty: 5142.812500
	Iteration 19Q: 3 clusters Score -4346318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4346395.500000 Penalty: 5142.812500
	Iteration 20F: 3 clusters Score -4346396 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4346484.500000 Penalty: 5142.812500
	Iteration 21Q: 3 clusters Score -4346484 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -4346557.000000 Penalty: 5142.812500
	Iteration 22Q: 3 clusters Score -4346557 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4346664.000000 Penalty: 5142.812500
	Iteration 23Q: 3 clusters Score -4346664 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4346718.500000 Penalty: 5142.812500
	Iteration 24Q: 3 clusters Score -4346718 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4346796.000000 Penalty: 5142.812500
	Iteration 25Q: 3 clusters Score -4346796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4346856.000000 Penalty: 5142.812500
	Iteration 26Q: 3 clusters Score -4346856 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4346913.500000 Penalty: 5142.812500
	Iteration 27Q: 3 clusters Score -4346914 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4346960.500000 Penalty: 5142.812500
	Iteration 28Q: 3 clusters Score -4346960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4347018.000000 Penalty: 5142.812500
	Iteration 29Q: 3 clusters Score -4347018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4347088.000000 Penalty: 5142.812500
	Iteration 30Q: 3 clusters Score -4347088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4347130.500000 Penalty: 5142.812500
	Iteration 31Q: 3 clusters Score -4347130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4347176.500000 Penalty: 5142.812500
	Iteration 32Q: 3 clusters Score -4347176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4347222.500000 Penalty: 5142.812500
	Iteration 33Q: 3 clusters Score -4347222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4347250.500000 Penalty: 5142.812500
	Iteration 34Q: 3 clusters Score -4347250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4347286.000000 Penalty: 5142.812500
	Iteration 35Q: 3 clusters Score -4347286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4347325.500000 Penalty: 5142.812500
	Iteration 36Q: 3 clusters Score -4347326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4347366.000000 Penalty: 5142.812500
	Iteration 37Q: 3 clusters Score -4347366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4347396.000000 Penalty: 5142.812500
	Iteration 38Q: 3 clusters Score -4347396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4347440.500000 Penalty: 5142.812500
	Iteration 39Q: 3 clusters Score -4347440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4347464.500000 Penalty: 5142.812500
	Iteration 40F: 3 clusters Score -4347464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4347497.500000 Penalty: 5142.812500
	Iteration 41Q: 3 clusters Score -4347498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4347529.500000 Penalty: 5142.812500
	Iteration 42Q: 3 clusters Score -4347530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4347552.000000 Penalty: 5142.812500
	Iteration 43Q: 3 clusters Score -4347552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4347565.000000 Penalty: 5142.812500
	Iteration 44Q: 3 clusters Score -4347565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4347573.000000 Penalty: 5142.812500
	Iteration 45Q: 3 clusters Score -4347573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4347581.500000 Penalty: 5142.812500
	Iteration 46Q: 3 clusters Score -4347582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4347595.500000 Penalty: 5142.812500
	Iteration 47Q: 3 clusters Score -4347596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4347611.500000 Penalty: 5142.812500
	Iteration 48Q: 3 clusters Score -4347612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4347634.500000 Penalty: 5142.812500
	Iteration 49Q: 3 clusters Score -4347634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4347641.000000 Penalty: 5142.812500
	Iteration 50Q: 3 clusters Score -4347641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4347650.000000 Penalty: 5142.812500
	Iteration 51Q: 3 clusters Score -4347650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4347658.000000 Penalty: 5142.812500
	Iteration 52Q: 3 clusters Score -4347658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4347659.000000 Penalty: 5142.812500
	Iteration 53Q: 3 clusters Score -4347659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4347652.000000 Penalty: 5142.812500
	Iteration 54Q: 3 clusters Score -4347652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4347665.500000 Penalty: 5142.812500
	Iteration 55Q: 3 clusters Score -4347666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4347667.500000 Penalty: 5142.812500
	Iteration 56Q: 3 clusters Score -4347668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4347674.000000 Penalty: 5142.812500
	Iteration 57Q: 3 clusters Score -4347674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4347679.500000 Penalty: 5142.812500
	Iteration 58Q: 3 clusters Score -4347680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4347678.500000 Penalty: 5142.812500
	Iteration 59Q: 3 clusters Score -4347678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4347683.000000 Penalty: 5142.812500
	Iteration 60F: 3 clusters Score -4347683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4347684.500000 Penalty: 5142.812500
	Iteration 61Q: 3 clusters Score -4347684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4347690.500000 Penalty: 5142.812500
	Iteration 62Q: 3 clusters Score -4347690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4347689.000000 Penalty: 5142.812500
	Iteration 63Q: 3 clusters Score -4347689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4347692.000000 Penalty: 5142.812500
	Iteration 64Q: 3 clusters Score -4347692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4347694.500000 Penalty: 5142.812500
	Iteration 65Q: 3 clusters Score -4347694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4347693.500000 Penalty: 5142.812500
	Iteration 66Q: 3 clusters Score -4347694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4347699.500000 Penalty: 5142.812500
	Iteration 67Q: 3 clusters Score -4347700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4347699.000000 Penalty: 5142.812500
	Iteration 68Q: 3 clusters Score -4347699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4347698.500000 Penalty: 5142.812500
	Iteration 69Q: 3 clusters Score -4347698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4347698.500000 Penalty: 5142.812500
	Iteration 70F: 3 clusters Score -4347698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -1095772.625000 Penalty: 2229.072754
	Iteration 0F: 2 clusters Score -1095773 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 3974 members 
Entering Unmasked Estep 
Score: -1089292.625000 Penalty: 4458.145508
	Iteration 0F: 3 clusters Score -1089293 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1091037.875000 Penalty: 4458.145508
	Iteration 1F: 3 clusters Score -1091038 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1091242.250000 Penalty: 4458.145508
	Iteration 2F: 3 clusters Score -1091242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1091394.375000 Penalty: 4458.145508
	Iteration 3Q: 3 clusters Score -1091394 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1091515.125000 Penalty: 4458.145508
	Iteration 4Q: 3 clusters Score -1091515 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1091607.125000 Penalty: 4458.145508
	Iteration 5Q: 3 clusters Score -1091607 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1091688.750000 Penalty: 4458.145508
	Iteration 6Q: 3 clusters Score -1091689 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1091761.875000 Penalty: 4458.145508
	Iteration 7Q: 3 clusters Score -1091762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1091830.250000 Penalty: 4458.145508
	Iteration 8Q: 3 clusters Score -1091830 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1091895.500000 Penalty: 4458.145508
	Iteration 9Q: 3 clusters Score -1091896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1091951.250000 Penalty: 4458.145508
	Iteration 10Q: 3 clusters Score -1091951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1092010.250000 Penalty: 4458.145508
	Iteration 11Q: 3 clusters Score -1092010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1092081.000000 Penalty: 4458.145508
	Iteration 12Q: 3 clusters Score -1092081 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1092169.500000 Penalty: 4458.145508
	Iteration 13Q: 3 clusters Score -1092170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1092276.125000 Penalty: 4458.145508
	Iteration 14Q: 3 clusters Score -1092276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1092399.625000 Penalty: 4458.145508
	Iteration 15Q: 3 clusters Score -1092400 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1092541.375000 Penalty: 4458.145508
	Iteration 16Q: 3 clusters Score -1092541 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1092679.000000 Penalty: 4458.145508
	Iteration 17Q: 3 clusters Score -1092679 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1092821.125000 Penalty: 4458.145508
	Iteration 18Q: 3 clusters Score -1092821 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1092958.750000 Penalty: 4458.145508
	Iteration 19Q: 3 clusters Score -1092959 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1093098.625000 Penalty: 4458.145508
	Iteration 20F: 3 clusters Score -1093099 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1093238.250000 Penalty: 4458.145508
	Iteration 21Q: 3 clusters Score -1093238 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1093346.875000 Penalty: 4458.145508
	Iteration 22Q: 3 clusters Score -1093347 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1093439.375000 Penalty: 4458.145508
	Iteration 23Q: 3 clusters Score -1093439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1093516.875000 Penalty: 4458.145508
	Iteration 24Q: 3 clusters Score -1093517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1093579.250000 Penalty: 4458.145508
	Iteration 25Q: 3 clusters Score -1093579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1093627.250000 Penalty: 4458.145508
	Iteration 26Q: 3 clusters Score -1093627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1093659.500000 Penalty: 4458.145508
	Iteration 27Q: 3 clusters Score -1093660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1093686.500000 Penalty: 4458.145508
	Iteration 28Q: 3 clusters Score -1093686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1093704.625000 Penalty: 4458.145508
	Iteration 29Q: 3 clusters Score -1093705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1093716.500000 Penalty: 4458.145508
	Iteration 30Q: 3 clusters Score -1093716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1093728.250000 Penalty: 4458.145508
	Iteration 31Q: 3 clusters Score -1093728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1093737.375000 Penalty: 4458.145508
	Iteration 32Q: 3 clusters Score -1093737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1093743.250000 Penalty: 4458.145508
	Iteration 33Q: 3 clusters Score -1093743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1093747.625000 Penalty: 4458.145508
	Iteration 34Q: 3 clusters Score -1093748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1093752.750000 Penalty: 4458.145508
	Iteration 35Q: 3 clusters Score -1093753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1093760.000000 Penalty: 4458.145508
	Iteration 36Q: 3 clusters Score -1093760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1093768.750000 Penalty: 4458.145508
	Iteration 37Q: 3 clusters Score -1093769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1093771.000000 Penalty: 4458.145508
	Iteration 38Q: 3 clusters Score -1093771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1093773.000000 Penalty: 4458.145508
	Iteration 39Q: 3 clusters Score -1093773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1093775.250000 Penalty: 4458.145508
	Iteration 40F: 3 clusters Score -1093775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1093775.375000 Penalty: 4458.145508
	Iteration 41Q: 3 clusters Score -1093775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1093775.375000 Penalty: 4458.145508
	Iteration 42F: 3 clusters Score -1093775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140480 members 
Entering Unmasked Estep 
Score: -18801588.000000 Penalty: 2939.499512
	Iteration 0F: 2 clusters Score -1.880159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -18718554.000000 Penalty: 5878.999023
	Iteration 0F: 3 clusters Score -1.871855e+07 nChanged 67159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -18757282.000000 Penalty: 5878.999023
	Iteration 1F: 3 clusters Score -1.875728e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -18758458.000000 Penalty: 5878.999023
	Iteration 2Q: 3 clusters Score -1.875846e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -18760008.000000 Penalty: 5878.999023
	Iteration 3Q: 3 clusters Score -1.876001e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -18762464.000000 Penalty: 5878.999023
	Iteration 4Q: 3 clusters Score -1.876246e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -18765922.000000 Penalty: 5878.999023
	Iteration 5Q: 3 clusters Score -1.876592e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -18770608.000000 Penalty: 5878.999023
	Iteration 6F: 3 clusters Score -1.877061e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -18776876.000000 Penalty: 5878.999023
	Iteration 7F: 3 clusters Score -1.877688e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -18783626.000000 Penalty: 5878.999023
	Iteration 8F: 3 clusters Score -1.878363e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -18789650.000000 Penalty: 5878.999023
	Iteration 9F: 3 clusters Score -1.878965e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -18793370.000000 Penalty: 5878.999023
	Iteration 10F: 3 clusters Score -1.879337e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -18794972.000000 Penalty: 5878.999023
	Iteration 11Q: 3 clusters Score -1.879497e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -18795946.000000 Penalty: 5878.999023
	Iteration 12Q: 3 clusters Score -1.879595e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -18796448.000000 Penalty: 5878.999023
	Iteration 13Q: 3 clusters Score -1.879645e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -18796904.000000 Penalty: 5878.999023
	Iteration 14Q: 3 clusters Score -1.87969e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -18797378.000000 Penalty: 5878.999023
	Iteration 15Q: 3 clusters Score -1.879738e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -18797964.000000 Penalty: 5878.999023
	Iteration 16Q: 3 clusters Score -1.879796e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -18798488.000000 Penalty: 5878.999023
	Iteration 17Q: 3 clusters Score -1.879849e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -18798924.000000 Penalty: 5878.999023
	Iteration 18Q: 3 clusters Score -1.879892e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -18799536.000000 Penalty: 5878.999023
	Iteration 19Q: 3 clusters Score -1.879954e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -18799978.000000 Penalty: 5878.999023
	Iteration 20F: 3 clusters Score -1.879998e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -18800328.000000 Penalty: 5878.999023
	Iteration 21Q: 3 clusters Score -1.880033e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -18800612.000000 Penalty: 5878.999023
	Iteration 22Q: 3 clusters Score -1.880061e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -18800726.000000 Penalty: 5878.999023
	Iteration 23Q: 3 clusters Score -1.880073e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -18800868.000000 Penalty: 5878.999023
	Iteration 24Q: 3 clusters Score -1.880087e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -18801010.000000 Penalty: 5878.999023
	Iteration 25Q: 3 clusters Score -1.880101e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -18801086.000000 Penalty: 5878.999023
	Iteration 26Q: 3 clusters Score -1.880109e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -18801120.000000 Penalty: 5878.999023
	Iteration 27Q: 3 clusters Score -1.880112e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -18801142.000000 Penalty: 5878.999023
	Iteration 28Q: 3 clusters Score -1.880114e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -18801168.000000 Penalty: 5878.999023
	Iteration 29Q: 3 clusters Score -1.880117e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -18801172.000000 Penalty: 5878.999023
	Iteration 30Q: 3 clusters Score -1.880117e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -18801148.000000 Penalty: 5878.999023
	Iteration 31Q: 3 clusters Score -1.880115e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -18801148.000000 Penalty: 5878.999023
	Iteration 32Q: 3 clusters Score -1.880115e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -18801158.000000 Penalty: 5878.999023
	Iteration 33Q: 3 clusters Score -1.880116e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -18801168.000000 Penalty: 5878.999023
	Iteration 34Q: 3 clusters Score -1.880117e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -18801206.000000 Penalty: 5878.999023
	Iteration 35Q: 3 clusters Score -1.880121e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -18801214.000000 Penalty: 5878.999023
	Iteration 36Q: 3 clusters Score -1.880121e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -18801218.000000 Penalty: 5878.999023
	Iteration 37Q: 3 clusters Score -1.880122e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -18801230.000000 Penalty: 5878.999023
	Iteration 38Q: 3 clusters Score -1.880123e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -18801258.000000 Penalty: 5878.999023
	Iteration 39Q: 3 clusters Score -1.880126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -18801254.000000 Penalty: 5878.999023
	Iteration 40F: 3 clusters Score -1.880125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -18801240.000000 Penalty: 5878.999023
	Iteration 41Q: 3 clusters Score -1.880124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -18801258.000000 Penalty: 5878.999023
	Iteration 42Q: 3 clusters Score -1.880126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -18801236.000000 Penalty: 5878.999023
	Iteration 43Q: 3 clusters Score -1.880124e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -18801244.000000 Penalty: 5878.999023
	Iteration 44Q: 3 clusters Score -1.880124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -18801208.000000 Penalty: 5878.999023
	Iteration 45Q: 3 clusters Score -1.880121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -18801240.000000 Penalty: 5878.999023
	Iteration 46Q: 3 clusters Score -1.880124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -18801242.000000 Penalty: 5878.999023
	Iteration 47Q: 3 clusters Score -1.880124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -18801230.000000 Penalty: 5878.999023
	Iteration 48Q: 3 clusters Score -1.880123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -18801244.000000 Penalty: 5878.999023
	Iteration 49Q: 3 clusters Score -1.880124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 89326 members 
Entering Unmasked Estep 
Score: -18801248.000000 Penalty: 5878.999023
	Iteration 50Q: 3 clusters Score -1.880125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -18801230.000000 Penalty: 5878.999023
	Iteration 51Q: 3 clusters Score -1.880123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -18801242.000000 Penalty: 5878.999023
	Iteration 52Q: 3 clusters Score -1.880124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -18801254.000000 Penalty: 5878.999023
	Iteration 53Q: 3 clusters Score -1.880125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -18801244.000000 Penalty: 5878.999023
	Iteration 54Q: 3 clusters Score -1.880124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -18801236.000000 Penalty: 5878.999023
	Iteration 55Q: 3 clusters Score -1.880124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -18801244.000000 Penalty: 5878.999023
	Iteration 56Q: 3 clusters Score -1.880124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -18801242.000000 Penalty: 5878.999023
	Iteration 57Q: 3 clusters Score -1.880124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -18801232.000000 Penalty: 5878.999023
	Iteration 58Q: 3 clusters Score -1.880123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -18801234.000000 Penalty: 5878.999023
	Iteration 59Q: 3 clusters Score -1.880123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -18801230.000000 Penalty: 5878.999023
	Iteration 60F: 3 clusters Score -1.880123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -18801236.000000 Penalty: 5878.999023
	Iteration 61Q: 3 clusters Score -1.880124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -18801236.000000 Penalty: 5878.999023
	Iteration 62F: 3 clusters Score -1.880124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -411448.687500 Penalty: 1994.429932
	Iteration 0F: 2 clusters Score -411448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -408107.593750 Penalty: 3988.859863
	Iteration 0F: 3 clusters Score -408107.6 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -408816.281250 Penalty: 3988.859863
	Iteration 1F: 3 clusters Score -408816.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -408991.625000 Penalty: 3988.859863
	Iteration 2F: 3 clusters Score -408991.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -409095.406250 Penalty: 3988.859863
	Iteration 3Q: 3 clusters Score -409095.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -409168.062500 Penalty: 3988.859863
	Iteration 4Q: 3 clusters Score -409168.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -409221.000000 Penalty: 3988.859863
	Iteration 5Q: 3 clusters Score -409221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -409258.531250 Penalty: 3988.859863
	Iteration 6Q: 3 clusters Score -409258.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -409284.718750 Penalty: 3988.859863
	Iteration 7Q: 3 clusters Score -409284.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -409311.812500 Penalty: 3988.859863
	Iteration 8Q: 3 clusters Score -409311.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -409345.781250 Penalty: 3988.859863
	Iteration 9Q: 3 clusters Score -409345.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -409401.437500 Penalty: 3988.859863
	Iteration 10Q: 3 clusters Score -409401.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -409471.156250 Penalty: 3988.859863
	Iteration 11Q: 3 clusters Score -409471.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -409557.906250 Penalty: 3988.859863
	Iteration 12Q: 3 clusters Score -409557.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -409692.218750 Penalty: 3988.859863
	Iteration 13Q: 3 clusters Score -409692.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -409905.906250 Penalty: 3988.859863
	Iteration 14Q: 3 clusters Score -409905.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -410093.312500 Penalty: 3988.859863
	Iteration 15Q: 3 clusters Score -410093.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -410284.468750 Penalty: 3988.859863
	Iteration 16Q: 3 clusters Score -410284.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -410436.937500 Penalty: 3988.859863
	Iteration 17Q: 3 clusters Score -410436.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -410609.125000 Penalty: 3988.859863
	Iteration 18Q: 3 clusters Score -410609.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -410797.187500 Penalty: 3988.859863
	Iteration 19Q: 3 clusters Score -410797.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -410964.250000 Penalty: 3988.859863
	Iteration 20F: 3 clusters Score -410964.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -411081.343750 Penalty: 3988.859863
	Iteration 21Q: 3 clusters Score -411081.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -411145.031250 Penalty: 3988.859863
	Iteration 22Q: 3 clusters Score -411145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -411192.781250 Penalty: 3988.859863
	Iteration 23Q: 3 clusters Score -411192.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -411220.281250 Penalty: 3988.859863
	Iteration 24Q: 3 clusters Score -411220.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411242.031250 Penalty: 3988.859863
	Iteration 25Q: 3 clusters Score -411242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -411257.343750 Penalty: 3988.859863
	Iteration 26Q: 3 clusters Score -411257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -411267.062500 Penalty: 3988.859863
	Iteration 27Q: 3 clusters Score -411267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -411273.156250 Penalty: 3988.859863
	Iteration 28Q: 3 clusters Score -411273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -411275.656250 Penalty: 3988.859863
	Iteration 29Q: 3 clusters Score -411275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -411279.843750 Penalty: 3988.859863
	Iteration 30Q: 3 clusters Score -411279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -411281.125000 Penalty: 3988.859863
	Iteration 31Q: 3 clusters Score -411281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -411281.906250 Penalty: 3988.859863
	Iteration 32Q: 3 clusters Score -411281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -411283.968750 Penalty: 3988.859863
	Iteration 33Q: 3 clusters Score -411284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -411285.343750 Penalty: 3988.859863
	Iteration 34Q: 3 clusters Score -411285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -411285.312500 Penalty: 3988.859863
	Iteration 35Q: 3 clusters Score -411285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -411285.312500 Penalty: 3988.859863
	Iteration 36F: 3 clusters Score -411285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -131233.203125 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -131233.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129206.921875 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -129206.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130143.890625 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -130143.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131103.843750 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -131103.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131867.156250 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -131867.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -132073.984375 Penalty: 3515.850830
	Iteration 4F: 3 clusters Score -132074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132146.718750 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -132146.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -132228.203125 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -132228.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -132320.375000 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -132320.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132526.937500 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -132526.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132583.718750 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -132583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132620.062500 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -132620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132674.156250 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -132674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132765.953125 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -132766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132938.546875 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -132938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -133035.703125 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -133035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133037.890625 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -133037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133037.890625 Penalty: 3515.850830
	Iteration 16F: 3 clusters Score -133037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 140480 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 139503 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
Score: -62757472.000000 Penalty: 74571.539062
Splitting cluster 18 changes total score from -62757052.000000 to -62757472.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (9298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Entering Unmasked Estep 
Score: -1258039.125000 Penalty: 2266.113525
	Iteration 0F: 2 clusters Score -1258039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1250830.250000 Penalty: 4532.227051
	Iteration 0F: 3 clusters Score -1250830 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1252833.750000 Penalty: 4532.227051
	Iteration 1F: 3 clusters Score -1252834 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1253095.375000 Penalty: 4532.227051
	Iteration 2F: 3 clusters Score -1253095 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1253303.125000 Penalty: 4532.227051
	Iteration 3Q: 3 clusters Score -1253303 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1253478.875000 Penalty: 4532.227051
	Iteration 4Q: 3 clusters Score -1253479 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1253687.625000 Penalty: 4532.227051
	Iteration 5Q: 3 clusters Score -1253688 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1254034.000000 Penalty: 4532.227051
	Iteration 6Q: 3 clusters Score -1254034 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1254557.375000 Penalty: 4532.227051
	Iteration 7F: 3 clusters Score -1254557 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1255238.750000 Penalty: 4532.227051
	Iteration 8F: 3 clusters Score -1255239 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1255856.750000 Penalty: 4532.227051
	Iteration 9F: 3 clusters Score -1255857 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1256330.625000 Penalty: 4532.227051
	Iteration 10F: 3 clusters Score -1256331 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1256678.875000 Penalty: 4532.227051
	Iteration 11Q: 3 clusters Score -1256679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1256890.750000 Penalty: 4532.227051
	Iteration 12Q: 3 clusters Score -1256891 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1257013.000000 Penalty: 4532.227051
	Iteration 13Q: 3 clusters Score -1257013 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1257101.000000 Penalty: 4532.227051
	Iteration 14Q: 3 clusters Score -1257101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1257162.000000 Penalty: 4532.227051
	Iteration 15Q: 3 clusters Score -1257162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1257205.000000 Penalty: 4532.227051
	Iteration 16Q: 3 clusters Score -1257205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1257239.500000 Penalty: 4532.227051
	Iteration 17Q: 3 clusters Score -1257240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1257264.375000 Penalty: 4532.227051
	Iteration 18Q: 3 clusters Score -1257264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1257290.250000 Penalty: 4532.227051
	Iteration 19Q: 3 clusters Score -1257290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1257305.750000 Penalty: 4532.227051
	Iteration 20F: 3 clusters Score -1257306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1257321.500000 Penalty: 4532.227051
	Iteration 21Q: 3 clusters Score -1257322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1257327.000000 Penalty: 4532.227051
	Iteration 22Q: 3 clusters Score -1257327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1257335.125000 Penalty: 4532.227051
	Iteration 23Q: 3 clusters Score -1257335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1257341.875000 Penalty: 4532.227051
	Iteration 24Q: 3 clusters Score -1257342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1257345.750000 Penalty: 4532.227051
	Iteration 25Q: 3 clusters Score -1257346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1257353.875000 Penalty: 4532.227051
	Iteration 26Q: 3 clusters Score -1257354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1257356.375000 Penalty: 4532.227051
	Iteration 27Q: 3 clusters Score -1257356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1257360.500000 Penalty: 4532.227051
	Iteration 28Q: 3 clusters Score -1257360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1257363.500000 Penalty: 4532.227051
	Iteration 29Q: 3 clusters Score -1257364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1257363.625000 Penalty: 4532.227051
	Iteration 30Q: 3 clusters Score -1257364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1257365.500000 Penalty: 4532.227051
	Iteration 31Q: 3 clusters Score -1257366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1257365.875000 Penalty: 4532.227051
	Iteration 32Q: 3 clusters Score -1257366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1257366.625000 Penalty: 4532.227051
	Iteration 33Q: 3 clusters Score -1257367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1257369.000000 Penalty: 4532.227051
	Iteration 34Q: 3 clusters Score -1257369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1257369.750000 Penalty: 4532.227051
	Iteration 35Q: 3 clusters Score -1257370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1257370.000000 Penalty: 4532.227051
	Iteration 36Q: 3 clusters Score -1257370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1257370.000000 Penalty: 4532.227051
	Iteration 37F: 3 clusters Score -1257370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (139503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Entering Unmasked Estep 
Score: -18746390.000000 Penalty: 2937.768555
	Iteration 0F: 2 clusters Score -1.874639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -18660502.000000 Penalty: 5875.537109
	Iteration 0F: 3 clusters Score -1.86605e+07 nChanged 66623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -18698892.000000 Penalty: 5875.537109
	Iteration 1F: 3 clusters Score -1.869889e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -18699864.000000 Penalty: 5875.537109
	Iteration 2Q: 3 clusters Score -1.869986e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -18701424.000000 Penalty: 5875.537109
	Iteration 3Q: 3 clusters Score -1.870142e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -18703352.000000 Penalty: 5875.537109
	Iteration 4Q: 3 clusters Score -1.870335e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -18706312.000000 Penalty: 5875.537109
	Iteration 5Q: 3 clusters Score -1.870631e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -18710152.000000 Penalty: 5875.537109
	Iteration 6Q: 3 clusters Score -1.871015e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -18714906.000000 Penalty: 5875.537109
	Iteration 7F: 3 clusters Score -1.871491e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -18720608.000000 Penalty: 5875.537109
	Iteration 8F: 3 clusters Score -1.872061e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -18726756.000000 Penalty: 5875.537109
	Iteration 9F: 3 clusters Score -1.872676e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -18732282.000000 Penalty: 5875.537109
	Iteration 10F: 3 clusters Score -1.873228e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -18736394.000000 Penalty: 5875.537109
	Iteration 11F: 3 clusters Score -1.873639e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -18738912.000000 Penalty: 5875.537109
	Iteration 12Q: 3 clusters Score -1.873891e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -18740152.000000 Penalty: 5875.537109
	Iteration 13Q: 3 clusters Score -1.874015e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -18740796.000000 Penalty: 5875.537109
	Iteration 14Q: 3 clusters Score -1.87408e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -18741246.000000 Penalty: 5875.537109
	Iteration 15Q: 3 clusters Score -1.874125e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -18741698.000000 Penalty: 5875.537109
	Iteration 16Q: 3 clusters Score -1.87417e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -18742108.000000 Penalty: 5875.537109
	Iteration 17Q: 3 clusters Score -1.874211e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -18742344.000000 Penalty: 5875.537109
	Iteration 18Q: 3 clusters Score -1.874234e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -18742682.000000 Penalty: 5875.537109
	Iteration 19Q: 3 clusters Score -1.874268e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -18742806.000000 Penalty: 5875.537109
	Iteration 20F: 3 clusters Score -1.874281e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -18742998.000000 Penalty: 5875.537109
	Iteration 21Q: 3 clusters Score -1.8743e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 91975 members 
Entering Unmasked Estep 
Score: -18743200.000000 Penalty: 5875.537109
	Iteration 22Q: 3 clusters Score -1.87432e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -18743238.000000 Penalty: 5875.537109
	Iteration 23Q: 3 clusters Score -1.874324e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -18743322.000000 Penalty: 5875.537109
	Iteration 24Q: 3 clusters Score -1.874332e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -18743286.000000 Penalty: 5875.537109
	Iteration 25Q: 3 clusters Score -1.874329e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -18743344.000000 Penalty: 5875.537109
	Iteration 26Q: 3 clusters Score -1.874334e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -18743376.000000 Penalty: 5875.537109
	Iteration 27Q: 3 clusters Score -1.874338e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -18743416.000000 Penalty: 5875.537109
	Iteration 28Q: 3 clusters Score -1.874342e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -18743412.000000 Penalty: 5875.537109
	Iteration 29Q: 3 clusters Score -1.874341e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -18743440.000000 Penalty: 5875.537109
	Iteration 30Q: 3 clusters Score -1.874344e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -18743502.000000 Penalty: 5875.537109
	Iteration 31Q: 3 clusters Score -1.87435e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -18743536.000000 Penalty: 5875.537109
	Iteration 32Q: 3 clusters Score -1.874354e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -18743574.000000 Penalty: 5875.537109
	Iteration 33Q: 3 clusters Score -1.874357e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 100323 members 
Entering Unmasked Estep 
Score: -18743654.000000 Penalty: 5875.537109
	Iteration 34Q: 3 clusters Score -1.874365e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -18743674.000000 Penalty: 5875.537109
	Iteration 35Q: 3 clusters Score -1.874367e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -18743672.000000 Penalty: 5875.537109
	Iteration 36Q: 3 clusters Score -1.874367e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -18743692.000000 Penalty: 5875.537109
	Iteration 37Q: 3 clusters Score -1.874369e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -18743666.000000 Penalty: 5875.537109
	Iteration 38Q: 3 clusters Score -1.874367e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 5875.537109
	Iteration 39Q: 3 clusters Score -1.874369e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -18743706.000000 Penalty: 5875.537109
	Iteration 40F: 3 clusters Score -1.874371e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -18743778.000000 Penalty: 5875.537109
	Iteration 41Q: 3 clusters Score -1.874378e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -18743754.000000 Penalty: 5875.537109
	Iteration 42Q: 3 clusters Score -1.874375e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -18743718.000000 Penalty: 5875.537109
	Iteration 43Q: 3 clusters Score -1.874372e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -18743718.000000 Penalty: 5875.537109
	Iteration 44Q: 3 clusters Score -1.874372e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -18743722.000000 Penalty: 5875.537109
	Iteration 45Q: 3 clusters Score -1.874372e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -18743680.000000 Penalty: 5875.537109
	Iteration 46Q: 3 clusters Score -1.874368e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -18743668.000000 Penalty: 5875.537109
	Iteration 47Q: 3 clusters Score -1.874367e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -18743690.000000 Penalty: 5875.537109
	Iteration 48Q: 3 clusters Score -1.874369e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -18743664.000000 Penalty: 5875.537109
	Iteration 49Q: 3 clusters Score -1.874366e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -18743670.000000 Penalty: 5875.537109
	Iteration 50Q: 3 clusters Score -1.874367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -18743664.000000 Penalty: 5875.537109
	Iteration 51Q: 3 clusters Score -1.874366e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
Score: -18743654.000000 Penalty: 5875.537109
	Iteration 52Q: 3 clusters Score -1.874365e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -18743680.000000 Penalty: 5875.537109
	Iteration 53Q: 3 clusters Score -1.874368e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -18743664.000000 Penalty: 5875.537109
	Iteration 54Q: 3 clusters Score -1.874366e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -18743672.000000 Penalty: 5875.537109
	Iteration 55Q: 3 clusters Score -1.874367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 56Q: 3 clusters Score -1.874369e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -18743678.000000 Penalty: 5875.537109
	Iteration 57Q: 3 clusters Score -1.874368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -18743682.000000 Penalty: 5875.537109
	Iteration 58Q: 3 clusters Score -1.874368e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -18743676.000000 Penalty: 5875.537109
	Iteration 59Q: 3 clusters Score -1.874368e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -18743692.000000 Penalty: 5875.537109
	Iteration 60F: 3 clusters Score -1.874369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -18743698.000000 Penalty: 5875.537109
	Iteration 61Q: 3 clusters Score -1.87437e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -18743706.000000 Penalty: 5875.537109
	Iteration 62Q: 3 clusters Score -1.874371e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 63Q: 3 clusters Score -1.874369e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 64Q: 3 clusters Score -1.87437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -18743704.000000 Penalty: 5875.537109
	Iteration 65Q: 3 clusters Score -1.87437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -18743692.000000 Penalty: 5875.537109
	Iteration 66Q: 3 clusters Score -1.874369e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -18743680.000000 Penalty: 5875.537109
	Iteration 67Q: 3 clusters Score -1.874368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -18743696.000000 Penalty: 5875.537109
	Iteration 68Q: 3 clusters Score -1.87437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
Score: -18743706.000000 Penalty: 5875.537109
	Iteration 69Q: 3 clusters Score -1.874371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 105323 members 
Entering Unmasked Estep 
Score: -18743704.000000 Penalty: 5875.537109
	Iteration 70Q: 3 clusters Score -1.87437e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -18743680.000000 Penalty: 5875.537109
	Iteration 71Q: 3 clusters Score -1.874368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 72Q: 3 clusters Score -1.87437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 73Q: 3 clusters Score -1.87437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -18743704.000000 Penalty: 5875.537109
	Iteration 74Q: 3 clusters Score -1.87437e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -18743710.000000 Penalty: 5875.537109
	Iteration 75Q: 3 clusters Score -1.874371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -18743718.000000 Penalty: 5875.537109
	Iteration 76Q: 3 clusters Score -1.874372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -18743724.000000 Penalty: 5875.537109
	Iteration 77Q: 3 clusters Score -1.874372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 105570 members 
Entering Unmasked Estep 
Score: -18743720.000000 Penalty: 5875.537109
	Iteration 78Q: 3 clusters Score -1.874372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -18743714.000000 Penalty: 5875.537109
	Iteration 79Q: 3 clusters Score -1.874371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -18743720.000000 Penalty: 5875.537109
	Iteration 80F: 3 clusters Score -1.874372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -18743708.000000 Penalty: 5875.537109
	Iteration 81Q: 3 clusters Score -1.874371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -18743696.000000 Penalty: 5875.537109
	Iteration 82Q: 3 clusters Score -1.87437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -18743690.000000 Penalty: 5875.537109
	Iteration 83Q: 3 clusters Score -1.874369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -18743702.000000 Penalty: 5875.537109
	Iteration 84Q: 3 clusters Score -1.87437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -18743704.000000 Penalty: 5875.537109
	Iteration 85Q: 3 clusters Score -1.87437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -18743702.000000 Penalty: 5875.537109
	Iteration 86Q: 3 clusters Score -1.87437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -18743722.000000 Penalty: 5875.537109
	Iteration 87Q: 3 clusters Score -1.874372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -18743718.000000 Penalty: 5875.537109
	Iteration 88Q: 3 clusters Score -1.874372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -18743724.000000 Penalty: 5875.537109
	Iteration 89Q: 3 clusters Score -1.874372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -18743724.000000 Penalty: 5875.537109
	Iteration 90Q: 3 clusters Score -1.874372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -18743734.000000 Penalty: 5875.537109
	Iteration 91Q: 3 clusters Score -1.874373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -18743734.000000 Penalty: 5875.537109
	Iteration 92Q: 3 clusters Score -1.874373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 105687 members 
Entering Unmasked Estep 
Score: -18743730.000000 Penalty: 5875.537109
	Iteration 93Q: 3 clusters Score -1.874373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -18743732.000000 Penalty: 5875.537109
	Iteration 94Q: 3 clusters Score -1.874373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -18743720.000000 Penalty: 5875.537109
	Iteration 95Q: 3 clusters Score -1.874372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -18743730.000000 Penalty: 5875.537109
	Iteration 96Q: 3 clusters Score -1.874373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
Score: -18743708.000000 Penalty: 5875.537109
	Iteration 97Q: 3 clusters Score -1.874371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -18743702.000000 Penalty: 5875.537109
	Iteration 98Q: 3 clusters Score -1.87437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -18743698.000000 Penalty: 5875.537109
	Iteration 99Q: 3 clusters Score -1.87437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 5875.537109
	Iteration 100F: 3 clusters Score -1.874369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -18743702.000000 Penalty: 5875.537109
	Iteration 101Q: 3 clusters Score -1.87437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -18743710.000000 Penalty: 5875.537109
	Iteration 102Q: 3 clusters Score -1.874371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -18743706.000000 Penalty: 5875.537109
	Iteration 103Q: 3 clusters Score -1.874371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 104Q: 3 clusters Score -1.87437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -18743704.000000 Penalty: 5875.537109
	Iteration 105Q: 3 clusters Score -1.87437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -18743704.000000 Penalty: 5875.537109
	Iteration 106Q: 3 clusters Score -1.87437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 107Q: 3 clusters Score -1.87437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -18743690.000000 Penalty: 5875.537109
	Iteration 108Q: 3 clusters Score -1.874369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5875.537109
	Iteration 109Q: 3 clusters Score -1.874369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 5875.537109
	Iteration 110Q: 3 clusters Score -1.874369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5875.537109
	Iteration 111Q: 3 clusters Score -1.874369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5875.537109
	Iteration 112Q: 3 clusters Score -1.874369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 105869 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 5875.537109
	Iteration 113Q: 3 clusters Score -1.874369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 114Q: 3 clusters Score -1.874369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 115Q: 3 clusters Score -1.87437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -18743682.000000 Penalty: 5875.537109
	Iteration 116Q: 3 clusters Score -1.874368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 105895 members 
Entering Unmasked Estep 
Score: -18743680.000000 Penalty: 5875.537109
	Iteration 117Q: 3 clusters Score -1.874368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -18743680.000000 Penalty: 5875.537109
	Iteration 118Q: 3 clusters Score -1.874368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5875.537109
	Iteration 119Q: 3 clusters Score -1.874369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -18743682.000000 Penalty: 5875.537109
	Iteration 120F: 3 clusters Score -1.874368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 121Q: 3 clusters Score -1.874369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 122Q: 3 clusters Score -1.874369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 123Q: 3 clusters Score -1.874369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5875.537109
	Iteration 124Q: 3 clusters Score -1.874369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 105954 members 
Entering Unmasked Estep 
Score: -18743700.000000 Penalty: 5875.537109
	Iteration 125Q: 3 clusters Score -1.87437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 105962 members 
Entering Unmasked Estep 
Score: -18743702.000000 Penalty: 5875.537109
	Iteration 126Q: 3 clusters Score -1.87437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -18743696.000000 Penalty: 5875.537109
	Iteration 127Q: 3 clusters Score -1.87437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -18743698.000000 Penalty: 5875.537109
	Iteration 128Q: 3 clusters Score -1.87437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 129Q: 3 clusters Score -1.874369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -18743688.000000 Penalty: 5875.537109
	Iteration 130Q: 3 clusters Score -1.874369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -18743690.000000 Penalty: 5875.537109
	Iteration 131Q: 3 clusters Score -1.874369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 5875.537109
	Iteration 132Q: 3 clusters Score -1.874369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -18743702.000000 Penalty: 5875.537109
	Iteration 133Q: 3 clusters Score -1.87437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -18743692.000000 Penalty: 5875.537109
	Iteration 134Q: 3 clusters Score -1.874369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5875.537109
	Iteration 135Q: 3 clusters Score -1.874369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 5875.537109
	Iteration 136Q: 3 clusters Score -1.874369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -18743684.000000 Penalty: 5875.537109
	Iteration 137Q: 3 clusters Score -1.874368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -18743674.000000 Penalty: 5875.537109
	Iteration 138Q: 3 clusters Score -1.874367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -18743660.000000 Penalty: 5875.537109
	Iteration 139Q: 3 clusters Score -1.874366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -18743682.000000 Penalty: 5875.537109
	Iteration 140F: 3 clusters Score -1.874368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -18743670.000000 Penalty: 5875.537109
	Iteration 141Q: 3 clusters Score -1.874367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -18743650.000000 Penalty: 5875.537109
	Iteration 142Q: 3 clusters Score -1.874365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -18743660.000000 Penalty: 5875.537109
	Iteration 143Q: 3 clusters Score -1.874366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -18743660.000000 Penalty: 5875.537109
	Iteration 144Q: 3 clusters Score -1.874366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -18743654.000000 Penalty: 5875.537109
	Iteration 145Q: 3 clusters Score -1.874365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -18743664.000000 Penalty: 5875.537109
	Iteration 146Q: 3 clusters Score -1.874366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -18743656.000000 Penalty: 5875.537109
	Iteration 147Q: 3 clusters Score -1.874366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 106200 members 
Entering Unmasked Estep 
Score: -18743650.000000 Penalty: 5875.537109
	Iteration 148Q: 3 clusters Score -1.874365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -18743640.000000 Penalty: 5875.537109
	Iteration 149Q: 3 clusters Score -1.874364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 106223 members 
Entering Unmasked Estep 
Score: -18743652.000000 Penalty: 5875.537109
	Iteration 150Q: 3 clusters Score -1.874365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -18743622.000000 Penalty: 5875.537109
	Iteration 151Q: 3 clusters Score -1.874362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 106247 members 
Entering Unmasked Estep 
Score: -18743632.000000 Penalty: 5875.537109
	Iteration 152Q: 3 clusters Score -1.874363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -18743630.000000 Penalty: 5875.537109
	Iteration 153Q: 3 clusters Score -1.874363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -18743618.000000 Penalty: 5875.537109
	Iteration 154Q: 3 clusters Score -1.874362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -18743626.000000 Penalty: 5875.537109
	Iteration 155Q: 3 clusters Score -1.874363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -18743636.000000 Penalty: 5875.537109
	Iteration 156Q: 3 clusters Score -1.874364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -18743616.000000 Penalty: 5875.537109
	Iteration 157Q: 3 clusters Score -1.874362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -18743618.000000 Penalty: 5875.537109
	Iteration 158Q: 3 clusters Score -1.874362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -18743630.000000 Penalty: 5875.537109
	Iteration 159Q: 3 clusters Score -1.874363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -18743652.000000 Penalty: 5875.537109
	Iteration 160F: 3 clusters Score -1.874365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -18743646.000000 Penalty: 5875.537109
	Iteration 161Q: 3 clusters Score -1.874365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -18743636.000000 Penalty: 5875.537109
	Iteration 162Q: 3 clusters Score -1.874364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -18743636.000000 Penalty: 5875.537109
	Iteration 163Q: 3 clusters Score -1.874364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -18743650.000000 Penalty: 5875.537109
	Iteration 164Q: 3 clusters Score -1.874365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -18743650.000000 Penalty: 5875.537109
	Iteration 165Q: 3 clusters Score -1.874365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -18743646.000000 Penalty: 5875.537109
	Iteration 166Q: 3 clusters Score -1.874365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -18743652.000000 Penalty: 5875.537109
	Iteration 167Q: 3 clusters Score -1.874365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -18743642.000000 Penalty: 5875.537109
	Iteration 168Q: 3 clusters Score -1.874364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -18743650.000000 Penalty: 5875.537109
	Iteration 169Q: 3 clusters Score -1.874365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -18743646.000000 Penalty: 5875.537109
	Iteration 170Q: 3 clusters Score -1.874365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -18743644.000000 Penalty: 5875.537109
	Iteration 171Q: 3 clusters Score -1.874364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -18743644.000000 Penalty: 5875.537109
	Iteration 172Q: 3 clusters Score -1.874364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -18743654.000000 Penalty: 5875.537109
	Iteration 173Q: 3 clusters Score -1.874365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -18743654.000000 Penalty: 5875.537109
	Iteration 174F: 3 clusters Score -1.874365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -27189.064453 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -27189.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26024.359375 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -26024.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26451.537109 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -26451.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26667.177734 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -26667.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26815.521484 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -26815.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26859.140625 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -26859.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26875.480469 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -26875.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26881.320312 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -26881.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26895.976562 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -26895.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26920.695312 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -26920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26978.826172 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -26978.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27042.982422 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -27042.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27096.232422 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -27096.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27110.052734 Penalty: 2846.937256
	Iteration 12Q: 3 clusters Score -27110.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27150.367188 Penalty: 2846.937256
	Iteration 13Q: 3 clusters Score -27150.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27301.894531 Penalty: 2846.937256
	Iteration 14Q: 3 clusters Score -27301.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27352.562500 Penalty: 2846.937256
	Iteration 15Q: 3 clusters Score -27352.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27398.203125 Penalty: 2846.937256
	Iteration 16Q: 3 clusters Score -27398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27398.371094 Penalty: 2846.937256
	Iteration 17F: 3 clusters Score -27398.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27467.535156 Penalty: 2846.937256
	Iteration 18Q: 3 clusters Score -27467.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27467.535156 Penalty: 2846.937256
	Iteration 19F: 3 clusters Score -27467.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 140480 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 139503 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 157 members 
Entering Unmasked Estep 
Score: -62755948.000000 Penalty: 77813.773438
Splitting cluster 21 changes total score from -62757052.000000 to -62755948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -13493.596680 Penalty: 1181.019165
	Iteration 0F: 2 clusters Score -13493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12623.457031 Penalty: 2362.038330
	Iteration 0F: 3 clusters Score -12623.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12639.580078 Penalty: 2362.038330
	Iteration 1Q: 3 clusters Score -12639.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12639.580078 Penalty: 2362.038330
	Iteration 2F: 3 clusters Score -12639.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 140480 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 139503 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757472.000000 Penalty: 74571.539062
Iteration 119Q: 24 clusters Score -6.275747e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 20460 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 24165 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 46593 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 23930 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31840 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 140470 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9296 members 
Mstep: Class 20 contains 139463 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757456.000000 Penalty: 74571.539062
Iteration 120F: 24 clusters Score -6.275746e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 20463 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24163 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 46580 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31838 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 140468 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 139415 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757372.000000 Penalty: 74571.539062
Iteration 121Q: 24 clusters Score -6.275737e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24160 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 46571 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 23969 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 8095 members 
Mstep: Class 16 contains 140450 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 139384 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757444.000000 Penalty: 74571.539062
Iteration 122Q: 24 clusters Score -6.275744e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46554 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 23980 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31841 members 
Mstep: Class 15 contains 8125 members 
Mstep: Class 16 contains 140446 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 139354 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757392.000000 Penalty: 74571.539062
Iteration 123Q: 24 clusters Score -6.275739e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24158 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46546 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 23994 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31833 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 140435 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 139312 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757428.000000 Penalty: 74571.539062
Iteration 124Q: 24 clusters Score -6.275743e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24159 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46531 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 24011 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31828 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 140427 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 139263 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757456.000000 Penalty: 74571.539062
Iteration 125Q: 24 clusters Score -6.275746e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 24025 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31826 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 16 contains 140421 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 139221 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757504.000000 Penalty: 74571.539062
Iteration 126Q: 24 clusters Score -6.27575e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24159 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 46505 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 24038 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31823 members 
Mstep: Class 15 contains 8292 members 
Mstep: Class 16 contains 140407 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 139182 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757368.000000 Penalty: 74571.539062
Iteration 127Q: 24 clusters Score -6.275737e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 20471 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46485 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 24048 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31820 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 140407 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 139145 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757332.000000 Penalty: 74571.539062
Iteration 128Q: 24 clusters Score -6.275733e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 20475 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46467 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 24059 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31820 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 140399 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 139132 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757424.000000 Penalty: 74571.539062
Iteration 129Q: 24 clusters Score -6.275742e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 20474 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46458 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 24069 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31821 members 
Mstep: Class 15 contains 8393 members 
Mstep: Class 16 contains 140371 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 139102 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757368.000000 Penalty: 74571.539062
Iteration 130Q: 24 clusters Score -6.275737e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 46451 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 24084 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31818 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 140340 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 139063 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757388.000000 Penalty: 74571.539062
Iteration 131Q: 24 clusters Score -6.275739e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 46446 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 24102 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31823 members 
Mstep: Class 15 contains 8476 members 
Mstep: Class 16 contains 140308 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 139020 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757420.000000 Penalty: 74571.539062
Iteration 132Q: 24 clusters Score -6.275742e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 20494 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24148 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 46448 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 24113 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31825 members 
Mstep: Class 15 contains 8515 members 
Mstep: Class 16 contains 140287 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 138965 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757412.000000 Penalty: 74571.539062
Iteration 133Q: 24 clusters Score -6.275741e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 20494 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24151 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 46445 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 24121 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31828 members 
Mstep: Class 15 contains 8551 members 
Mstep: Class 16 contains 140268 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 138933 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757408.000000 Penalty: 74571.539062
Iteration 134Q: 24 clusters Score -6.275741e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 20501 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 46446 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24131 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 8584 members 
Mstep: Class 16 contains 140251 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 138897 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757456.000000 Penalty: 74571.539062
Iteration 135Q: 24 clusters Score -6.275746e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20500 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24147 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 46438 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24134 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31837 members 
Mstep: Class 15 contains 8619 members 
Mstep: Class 16 contains 140242 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9290 members 
Mstep: Class 20 contains 138870 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757368.000000 Penalty: 74571.539062
Iteration 136Q: 24 clusters Score -6.275737e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20498 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24147 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 46424 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24143 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31838 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 16 contains 140222 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9290 members 
Mstep: Class 20 contains 138846 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 118 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757412.000000 Penalty: 74571.539062
Iteration 137Q: 24 clusters Score -6.275741e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20496 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24152 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 46416 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24143 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31840 members 
Mstep: Class 15 contains 8703 members 
Mstep: Class 16 contains 140212 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 138820 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757348.000000 Penalty: 74571.539062
Iteration 138Q: 24 clusters Score -6.275735e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 20500 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 24154 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 46409 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24147 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31842 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 140203 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 138790 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757444.000000 Penalty: 74571.539062
Iteration 139Q: 24 clusters Score -6.275744e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 20502 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 4918 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 46404 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24153 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31846 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 140188 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 138755 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757444.000000 Penalty: 74571.539062
Iteration 140F: 24 clusters Score -6.275744e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20506 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 46397 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24166 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31850 members 
Mstep: Class 15 contains 8800 members 
Mstep: Class 16 contains 140178 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 138724 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757476.000000 Penalty: 74571.539062
Iteration 141Q: 24 clusters Score -6.275748e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 20504 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 46393 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24181 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31851 members 
Mstep: Class 15 contains 8821 members 
Mstep: Class 16 contains 140168 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 138701 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757552.000000 Penalty: 74571.539062
Iteration 142Q: 24 clusters Score -6.275755e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 20505 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24153 members 
Mstep: Class 8 contains 4931 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 46390 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24196 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31855 members 
Mstep: Class 15 contains 8836 members 
Mstep: Class 16 contains 140160 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 138679 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757556.000000 Penalty: 74571.539062
Iteration 143Q: 24 clusters Score -6.275756e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20502 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24156 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 46390 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24209 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31854 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 140153 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9283 members 
Mstep: Class 20 contains 138655 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757520.000000 Penalty: 74571.539062
Iteration 144Q: 24 clusters Score -6.275752e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 20505 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24160 members 
Mstep: Class 8 contains 4940 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 46387 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24225 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31852 members 
Mstep: Class 15 contains 8867 members 
Mstep: Class 16 contains 140151 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 138620 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757476.000000 Penalty: 74571.539062
Iteration 145Q: 24 clusters Score -6.275748e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 20500 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24160 members 
Mstep: Class 8 contains 4943 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 46384 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24235 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31852 members 
Mstep: Class 15 contains 8888 members 
Mstep: Class 16 contains 140137 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 138607 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757504.000000 Penalty: 74571.539062
Iteration 146Q: 24 clusters Score -6.27575e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20505 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 46380 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 24247 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31855 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 16 contains 140115 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 138591 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757524.000000 Penalty: 74571.539062
Iteration 147Q: 24 clusters Score -6.275752e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 24164 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 46375 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 24255 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31853 members 
Mstep: Class 15 contains 8924 members 
Mstep: Class 16 contains 140098 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 138576 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757532.000000 Penalty: 74571.539062
Iteration 148Q: 24 clusters Score -6.275753e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 24167 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 46366 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 24267 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31849 members 
Mstep: Class 15 contains 8954 members 
Mstep: Class 16 contains 140080 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 138557 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757492.000000 Penalty: 74571.539062
Iteration 149Q: 24 clusters Score -6.275749e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24174 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 46360 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 24276 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31846 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 140049 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 138537 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757472.000000 Penalty: 74571.539062
Iteration 150Q: 24 clusters Score -6.275747e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 20508 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 46356 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 24282 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31840 members 
Mstep: Class 15 contains 9028 members 
Mstep: Class 16 contains 140013 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 138522 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757460.000000 Penalty: 74571.539062
Iteration 151Q: 24 clusters Score -6.275746e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 20512 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24195 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 46352 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 24296 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 9058 members 
Mstep: Class 16 contains 139975 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 138498 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757440.000000 Penalty: 74571.539062
Iteration 152Q: 24 clusters Score -6.275744e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 20514 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24203 members 
Mstep: Class 8 contains 4995 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 46347 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 24313 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 9091 members 
Mstep: Class 16 contains 139933 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9282 members 
Mstep: Class 20 contains 138473 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757484.000000 Penalty: 74571.539062
Iteration 153Q: 24 clusters Score -6.275748e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 20510 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5776 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24210 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 46334 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 24332 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31849 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 139895 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 138440 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757528.000000 Penalty: 74571.539062
Iteration 154Q: 24 clusters Score -6.275753e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20510 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24218 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 46324 members 
Mstep: Class 11 contains 2037 members 
Mstep: Class 12 contains 24339 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31850 members 
Mstep: Class 15 contains 9190 members 
Mstep: Class 16 contains 139867 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9279 members 
Mstep: Class 20 contains 138395 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757548.000000 Penalty: 74571.539062
Iteration 155Q: 24 clusters Score -6.275755e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 20508 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24219 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 46324 members 
Mstep: Class 11 contains 2037 members 
Mstep: Class 12 contains 24353 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31848 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 16 contains 139843 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9279 members 
Mstep: Class 20 contains 138353 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757508.000000 Penalty: 74571.539062
Iteration 156Q: 24 clusters Score -6.275751e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 24222 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 24368 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31849 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 139803 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9282 members 
Mstep: Class 20 contains 138302 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757592.000000 Penalty: 74571.539062
Iteration 157Q: 24 clusters Score -6.275759e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 20512 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 24220 members 
Mstep: Class 8 contains 5053 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 46319 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 24377 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 139756 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9283 members 
Mstep: Class 20 contains 138257 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757544.000000 Penalty: 74571.539062
Iteration 158Q: 24 clusters Score -6.275754e+07 nChanged 234
Entering ConstructFrom: 
Score: -62757544.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -391954.375000 Penalty: 1994.429932
	Iteration 0F: 2 clusters Score -391954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -388609.281250 Penalty: 3988.859863
	Iteration 0F: 3 clusters Score -388609.3 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -389322.312500 Penalty: 3988.859863
	Iteration 1F: 3 clusters Score -389322.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -389519.812500 Penalty: 3988.859863
	Iteration 2F: 3 clusters Score -389519.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -389652.218750 Penalty: 3988.859863
	Iteration 3F: 3 clusters Score -389652.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -389745.718750 Penalty: 3988.859863
	Iteration 4Q: 3 clusters Score -389745.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -389831.656250 Penalty: 3988.859863
	Iteration 5Q: 3 clusters Score -389831.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -389906.031250 Penalty: 3988.859863
	Iteration 6Q: 3 clusters Score -389906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -389989.687500 Penalty: 3988.859863
	Iteration 7Q: 3 clusters Score -389989.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -390083.593750 Penalty: 3988.859863
	Iteration 8Q: 3 clusters Score -390083.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -390147.875000 Penalty: 3988.859863
	Iteration 9Q: 3 clusters Score -390147.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -390213.031250 Penalty: 3988.859863
	Iteration 10Q: 3 clusters Score -390213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -390266.781250 Penalty: 3988.859863
	Iteration 11Q: 3 clusters Score -390266.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -390323.906250 Penalty: 3988.859863
	Iteration 12Q: 3 clusters Score -390323.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -390360.062500 Penalty: 3988.859863
	Iteration 13Q: 3 clusters Score -390360.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -390396.062500 Penalty: 3988.859863
	Iteration 14Q: 3 clusters Score -390396.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -390422.093750 Penalty: 3988.859863
	Iteration 15Q: 3 clusters Score -390422.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -390442.625000 Penalty: 3988.859863
	Iteration 16Q: 3 clusters Score -390442.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -390461.156250 Penalty: 3988.859863
	Iteration 17Q: 3 clusters Score -390461.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -390481.375000 Penalty: 3988.859863
	Iteration 18Q: 3 clusters Score -390481.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -390497.781250 Penalty: 3988.859863
	Iteration 19Q: 3 clusters Score -390497.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390507.093750 Penalty: 3988.859863
	Iteration 20F: 3 clusters Score -390507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -390510.937500 Penalty: 3988.859863
	Iteration 21Q: 3 clusters Score -390510.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -390516.156250 Penalty: 3988.859863
	Iteration 22Q: 3 clusters Score -390516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -390519.406250 Penalty: 3988.859863
	Iteration 23Q: 3 clusters Score -390519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -390521.312500 Penalty: 3988.859863
	Iteration 24Q: 3 clusters Score -390521.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -390523.218750 Penalty: 3988.859863
	Iteration 25Q: 3 clusters Score -390523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -390526.406250 Penalty: 3988.859863
	Iteration 26Q: 3 clusters Score -390526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -390527.187500 Penalty: 3988.859863
	Iteration 27Q: 3 clusters Score -390527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -390530.687500 Penalty: 3988.859863
	Iteration 28Q: 3 clusters Score -390530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -390532.218750 Penalty: 3988.859863
	Iteration 29Q: 3 clusters Score -390532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -390534.187500 Penalty: 3988.859863
	Iteration 30Q: 3 clusters Score -390534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -390535.187500 Penalty: 3988.859863
	Iteration 31Q: 3 clusters Score -390535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390536.656250 Penalty: 3988.859863
	Iteration 32Q: 3 clusters Score -390536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -390538.375000 Penalty: 3988.859863
	Iteration 33Q: 3 clusters Score -390538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390538.343750 Penalty: 3988.859863
	Iteration 34Q: 3 clusters Score -390538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390538.343750 Penalty: 3988.859863
	Iteration 35F: 3 clusters Score -390538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Entering Unmasked Estep 
Score: -2779208.250000 Penalty: 2462.345947
	Iteration 0F: 2 clusters Score -2779208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2764657.000000 Penalty: 4924.691895
	Iteration 0F: 3 clusters Score -2764657 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2769529.250000 Penalty: 4924.691895
	Iteration 1F: 3 clusters Score -2769529 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2769985.750000 Penalty: 4924.691895
	Iteration 2F: 3 clusters Score -2769986 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2770423.750000 Penalty: 4924.691895
	Iteration 3F: 3 clusters Score -2770424 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2770886.000000 Penalty: 4924.691895
	Iteration 4Q: 3 clusters Score -2770886 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2771436.250000 Penalty: 4924.691895
	Iteration 5F: 3 clusters Score -2771436 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2772113.750000 Penalty: 4924.691895
	Iteration 6F: 3 clusters Score -2772114 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2772936.250000 Penalty: 4924.691895
	Iteration 7F: 3 clusters Score -2772936 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2773909.500000 Penalty: 4924.691895
	Iteration 8F: 3 clusters Score -2773910 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2774843.750000 Penalty: 4924.691895
	Iteration 9F: 3 clusters Score -2774844 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2775582.250000 Penalty: 4924.691895
	Iteration 10Q: 3 clusters Score -2775582 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2776125.000000 Penalty: 4924.691895
	Iteration 11Q: 3 clusters Score -2776125 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2776450.750000 Penalty: 4924.691895
	Iteration 12Q: 3 clusters Score -2776451 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2776626.000000 Penalty: 4924.691895
	Iteration 13Q: 3 clusters Score -2776626 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2776746.750000 Penalty: 4924.691895
	Iteration 14Q: 3 clusters Score -2776747 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2776850.500000 Penalty: 4924.691895
	Iteration 15Q: 3 clusters Score -2776850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2776928.250000 Penalty: 4924.691895
	Iteration 16Q: 3 clusters Score -2776928 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2776993.500000 Penalty: 4924.691895
	Iteration 17Q: 3 clusters Score -2776994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2777049.250000 Penalty: 4924.691895
	Iteration 18Q: 3 clusters Score -2777049 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2777083.250000 Penalty: 4924.691895
	Iteration 19Q: 3 clusters Score -2777083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2777126.000000 Penalty: 4924.691895
	Iteration 20F: 3 clusters Score -2777126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2777154.000000 Penalty: 4924.691895
	Iteration 21Q: 3 clusters Score -2777154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2777186.500000 Penalty: 4924.691895
	Iteration 22Q: 3 clusters Score -2777186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2777214.250000 Penalty: 4924.691895
	Iteration 23Q: 3 clusters Score -2777214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2777247.000000 Penalty: 4924.691895
	Iteration 24Q: 3 clusters Score -2777247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2777269.000000 Penalty: 4924.691895
	Iteration 25Q: 3 clusters Score -2777269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2777289.000000 Penalty: 4924.691895
	Iteration 26Q: 3 clusters Score -2777289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2777300.750000 Penalty: 4924.691895
	Iteration 27Q: 3 clusters Score -2777301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2777306.000000 Penalty: 4924.691895
	Iteration 28Q: 3 clusters Score -2777306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2777313.000000 Penalty: 4924.691895
	Iteration 29Q: 3 clusters Score -2777313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2777325.000000 Penalty: 4924.691895
	Iteration 30Q: 3 clusters Score -2777325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2777337.750000 Penalty: 4924.691895
	Iteration 31Q: 3 clusters Score -2777338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2777342.000000 Penalty: 4924.691895
	Iteration 32Q: 3 clusters Score -2777342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2777349.000000 Penalty: 4924.691895
	Iteration 33Q: 3 clusters Score -2777349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2777353.500000 Penalty: 4924.691895
	Iteration 34Q: 3 clusters Score -2777354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2777358.750000 Penalty: 4924.691895
	Iteration 35Q: 3 clusters Score -2777359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2777363.750000 Penalty: 4924.691895
	Iteration 36Q: 3 clusters Score -2777364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2777360.250000 Penalty: 4924.691895
	Iteration 37Q: 3 clusters Score -2777360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2777358.750000 Penalty: 4924.691895
	Iteration 38Q: 3 clusters Score -2777359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2777363.250000 Penalty: 4924.691895
	Iteration 39Q: 3 clusters Score -2777363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2777365.000000 Penalty: 4924.691895
	Iteration 40F: 3 clusters Score -2777365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2777366.750000 Penalty: 4924.691895
	Iteration 41Q: 3 clusters Score -2777367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2777366.500000 Penalty: 4924.691895
	Iteration 42Q: 3 clusters Score -2777366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2777366.750000 Penalty: 4924.691895
	Iteration 43Q: 3 clusters Score -2777367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2777372.000000 Penalty: 4924.691895
	Iteration 44Q: 3 clusters Score -2777372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2777371.000000 Penalty: 4924.691895
	Iteration 45Q: 3 clusters Score -2777371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2777372.500000 Penalty: 4924.691895
	Iteration 46Q: 3 clusters Score -2777372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2777377.000000 Penalty: 4924.691895
	Iteration 47Q: 3 clusters Score -2777377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2777380.000000 Penalty: 4924.691895
	Iteration 48Q: 3 clusters Score -2777380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2777379.000000 Penalty: 4924.691895
	Iteration 49Q: 3 clusters Score -2777379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2777382.500000 Penalty: 4924.691895
	Iteration 50Q: 3 clusters Score -2777382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2777387.500000 Penalty: 4924.691895
	Iteration 51Q: 3 clusters Score -2777388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2777387.750000 Penalty: 4924.691895
	Iteration 52Q: 3 clusters Score -2777388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2777387.500000 Penalty: 4924.691895
	Iteration 53Q: 3 clusters Score -2777388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2777392.500000 Penalty: 4924.691895
	Iteration 54Q: 3 clusters Score -2777392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2777394.250000 Penalty: 4924.691895
	Iteration 55Q: 3 clusters Score -2777394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2777392.250000 Penalty: 4924.691895
	Iteration 56Q: 3 clusters Score -2777392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2777392.250000 Penalty: 4924.691895
	Iteration 57F: 3 clusters Score -2777392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -96015.507812 Penalty: 1675.141846
	Iteration 0F: 2 clusters Score -96015.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94290.625000 Penalty: 3350.283691
	Iteration 0F: 3 clusters Score -94290.62 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94999.125000 Penalty: 3350.283691
	Iteration 1F: 3 clusters Score -94999.12 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95484.062500 Penalty: 3350.283691
	Iteration 2F: 3 clusters Score -95484.06 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -95833.609375 Penalty: 3350.283691
	Iteration 3F: 3 clusters Score -95833.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -96273.890625 Penalty: 3350.283691
	Iteration 4F: 3 clusters Score -96273.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96461.304688 Penalty: 3350.283691
	Iteration 5Q: 3 clusters Score -96461.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96537.851562 Penalty: 3350.283691
	Iteration 6Q: 3 clusters Score -96537.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -96600.007812 Penalty: 3350.283691
	Iteration 7Q: 3 clusters Score -96600.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -96671.312500 Penalty: 3350.283691
	Iteration 8Q: 3 clusters Score -96671.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -96707.429688 Penalty: 3350.283691
	Iteration 9Q: 3 clusters Score -96707.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96719.062500 Penalty: 3350.283691
	Iteration 10Q: 3 clusters Score -96719.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -96753.257812 Penalty: 3350.283691
	Iteration 11Q: 3 clusters Score -96753.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -96794.570312 Penalty: 3350.283691
	Iteration 12Q: 3 clusters Score -96794.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -96841.710938 Penalty: 3350.283691
	Iteration 13Q: 3 clusters Score -96841.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -96937.539062 Penalty: 3350.283691
	Iteration 14Q: 3 clusters Score -96937.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -97003.617188 Penalty: 3350.283691
	Iteration 15Q: 3 clusters Score -97003.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -97059.250000 Penalty: 3350.283691
	Iteration 16Q: 3 clusters Score -97059.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97121.500000 Penalty: 3350.283691
	Iteration 17Q: 3 clusters Score -97121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -97195.101562 Penalty: 3350.283691
	Iteration 18Q: 3 clusters Score -97195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -97245.460938 Penalty: 3350.283691
	Iteration 19Q: 3 clusters Score -97245.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97324.703125 Penalty: 3350.283691
	Iteration 20F: 3 clusters Score -97324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -97522.679688 Penalty: 3350.283691
	Iteration 21Q: 3 clusters Score -97522.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -97838.632812 Penalty: 3350.283691
	Iteration 22Q: 3 clusters Score -97838.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -98165.695312 Penalty: 3350.283691
	Iteration 23Q: 3 clusters Score -98165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -98179.617188 Penalty: 3350.283691
	Iteration 24Q: 3 clusters Score -98179.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -98179.617188 Penalty: 3350.283691
	Iteration 25F: 3 clusters Score -98179.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20513 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24221 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 46316 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 24382 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 139694 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 138222 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 639 members 
Entering Unmasked Estep 
Score: -62758112.000000 Penalty: 77813.773438
Splitting cluster 3 changes total score from -62757544.000000 to -62758112.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -36194.144531 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -36194.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34916.125000 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -34916.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35227.679688 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -35227.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35473.546875 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -35473.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35689.453125 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -35689.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35927.164062 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -35927.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36111.812500 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -36111.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36232.035156 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -36232.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36300.785156 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -36300.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36303.863281 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -36303.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36303.863281 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -36303.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20513 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 136 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24221 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 46316 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 24382 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 139694 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 138222 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 228 members 
Entering Unmasked Estep 
Score: -62756432.000000 Penalty: 81056.015625
Splitting cluster 4 changes total score from -62757544.000000 to -62756432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -739240.812500 Penalty: 2147.183594
	Iteration 0F: 2 clusters Score -739240.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -734205.125000 Penalty: 4294.367188
	Iteration 0F: 3 clusters Score -734205.1 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -735476.625000 Penalty: 4294.367188
	Iteration 1F: 3 clusters Score -735476.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -735780.875000 Penalty: 4294.367188
	Iteration 2F: 3 clusters Score -735780.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -736029.187500 Penalty: 4294.367188
	Iteration 3F: 3 clusters Score -736029.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -736324.375000 Penalty: 4294.367188
	Iteration 4F: 3 clusters Score -736324.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -736625.937500 Penalty: 4294.367188
	Iteration 5F: 3 clusters Score -736625.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -736902.937500 Penalty: 4294.367188
	Iteration 6F: 3 clusters Score -736902.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -737142.937500 Penalty: 4294.367188
	Iteration 7F: 3 clusters Score -737142.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -737348.875000 Penalty: 4294.367188
	Iteration 8Q: 3 clusters Score -737348.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -737517.062500 Penalty: 4294.367188
	Iteration 9Q: 3 clusters Score -737517.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -737636.312500 Penalty: 4294.367188
	Iteration 10Q: 3 clusters Score -737636.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -737723.750000 Penalty: 4294.367188
	Iteration 11Q: 3 clusters Score -737723.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -737790.062500 Penalty: 4294.367188
	Iteration 12Q: 3 clusters Score -737790.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -737844.000000 Penalty: 4294.367188
	Iteration 13Q: 3 clusters Score -737844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -737884.500000 Penalty: 4294.367188
	Iteration 14Q: 3 clusters Score -737884.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -737907.250000 Penalty: 4294.367188
	Iteration 15Q: 3 clusters Score -737907.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -737921.750000 Penalty: 4294.367188
	Iteration 16Q: 3 clusters Score -737921.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -737931.187500 Penalty: 4294.367188
	Iteration 17Q: 3 clusters Score -737931.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -737938.750000 Penalty: 4294.367188
	Iteration 18Q: 3 clusters Score -737938.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -737947.625000 Penalty: 4294.367188
	Iteration 19Q: 3 clusters Score -737947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -737954.062500 Penalty: 4294.367188
	Iteration 20F: 3 clusters Score -737954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -737960.375000 Penalty: 4294.367188
	Iteration 21Q: 3 clusters Score -737960.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -737966.437500 Penalty: 4294.367188
	Iteration 22Q: 3 clusters Score -737966.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -737972.125000 Penalty: 4294.367188
	Iteration 23Q: 3 clusters Score -737972.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -737975.937500 Penalty: 4294.367188
	Iteration 24Q: 3 clusters Score -737975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -737981.625000 Penalty: 4294.367188
	Iteration 25Q: 3 clusters Score -737981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -737986.437500 Penalty: 4294.367188
	Iteration 26Q: 3 clusters Score -737986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -737996.500000 Penalty: 4294.367188
	Iteration 27Q: 3 clusters Score -737996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -738001.562500 Penalty: 4294.367188
	Iteration 28Q: 3 clusters Score -738001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -738003.312500 Penalty: 4294.367188
	Iteration 29Q: 3 clusters Score -738003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -738003.562500 Penalty: 4294.367188
	Iteration 30Q: 3 clusters Score -738003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -738003.562500 Penalty: 4294.367188
	Iteration 31F: 3 clusters Score -738003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -777693.812500 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -777693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -772530.875000 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -772530.9 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -773843.937500 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -773843.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -774061.500000 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -774061.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -774202.125000 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -774202.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -774288.812500 Penalty: 4312.888184
	Iteration 4Q: 3 clusters Score -774288.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -774349.125000 Penalty: 4312.888184
	Iteration 5Q: 3 clusters Score -774349.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -774402.625000 Penalty: 4312.888184
	Iteration 6Q: 3 clusters Score -774402.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -774465.625000 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -774465.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -774531.250000 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -774531.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -774606.625000 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -774606.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -774715.500000 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -774715.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -774843.875000 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -774843.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -775036.062500 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -775036.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -775314.062500 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -775314.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -775697.812500 Penalty: 4312.888184
	Iteration 14F: 3 clusters Score -775697.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -776081.250000 Penalty: 4312.888184
	Iteration 15F: 3 clusters Score -776081.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -776431.812500 Penalty: 4312.888184
	Iteration 16F: 3 clusters Score -776431.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -776718.062500 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -776718.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -776921.562500 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -776921.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -777054.375000 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -777054.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -777121.750000 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -777121.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -777168.812500 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -777168.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -777203.250000 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -777203.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -777234.937500 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -777234.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -777257.062500 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -777257.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -777280.812500 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -777280.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -777299.000000 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -777299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -777312.187500 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -777312.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -777321.625000 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -777321.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -777330.625000 Penalty: 4312.888184
	Iteration 29Q: 3 clusters Score -777330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -777337.000000 Penalty: 4312.888184
	Iteration 30Q: 3 clusters Score -777337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -777337.562500 Penalty: 4312.888184
	Iteration 31Q: 3 clusters Score -777337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -777336.812500 Penalty: 4312.888184
	Iteration 32Q: 3 clusters Score -777336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -777336.812500 Penalty: 4312.888184
	Iteration 33F: 3 clusters Score -777336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Entering Unmasked Estep 
Score: -3291089.500000 Penalty: 2503.553955
	Iteration 0F: 2 clusters Score -3291090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3274290.250000 Penalty: 5007.107910
	Iteration 0F: 3 clusters Score -3274290 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3280035.000000 Penalty: 5007.107910
	Iteration 1F: 3 clusters Score -3280035 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3280431.750000 Penalty: 5007.107910
	Iteration 2Q: 3 clusters Score -3280432 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3280772.250000 Penalty: 5007.107910
	Iteration 3Q: 3 clusters Score -3280772 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3281088.750000 Penalty: 5007.107910
	Iteration 4Q: 3 clusters Score -3281089 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3281371.000000 Penalty: 5007.107910
	Iteration 5Q: 3 clusters Score -3281371 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3281711.500000 Penalty: 5007.107910
	Iteration 6Q: 3 clusters Score -3281712 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3282165.000000 Penalty: 5007.107910
	Iteration 7Q: 3 clusters Score -3282165 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3282769.750000 Penalty: 5007.107910
	Iteration 8Q: 3 clusters Score -3282770 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3283448.750000 Penalty: 5007.107910
	Iteration 9Q: 3 clusters Score -3283449 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3284342.000000 Penalty: 5007.107910
	Iteration 10F: 3 clusters Score -3284342 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3285327.750000 Penalty: 5007.107910
	Iteration 11F: 3 clusters Score -3285328 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3286304.250000 Penalty: 5007.107910
	Iteration 12F: 3 clusters Score -3286304 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3287166.250000 Penalty: 5007.107910
	Iteration 13Q: 3 clusters Score -3287166 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3287824.750000 Penalty: 5007.107910
	Iteration 14Q: 3 clusters Score -3287825 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3288160.500000 Penalty: 5007.107910
	Iteration 15Q: 3 clusters Score -3288160 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3288376.750000 Penalty: 5007.107910
	Iteration 16Q: 3 clusters Score -3288377 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3288477.500000 Penalty: 5007.107910
	Iteration 17Q: 3 clusters Score -3288478 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3288563.750000 Penalty: 5007.107910
	Iteration 18Q: 3 clusters Score -3288564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3288641.000000 Penalty: 5007.107910
	Iteration 19Q: 3 clusters Score -3288641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3288698.250000 Penalty: 5007.107910
	Iteration 20F: 3 clusters Score -3288698 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3288748.250000 Penalty: 5007.107910
	Iteration 21Q: 3 clusters Score -3288748 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3288799.000000 Penalty: 5007.107910
	Iteration 22Q: 3 clusters Score -3288799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3288844.750000 Penalty: 5007.107910
	Iteration 23Q: 3 clusters Score -3288845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3288878.500000 Penalty: 5007.107910
	Iteration 24Q: 3 clusters Score -3288878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3288918.500000 Penalty: 5007.107910
	Iteration 25Q: 3 clusters Score -3288918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3288958.000000 Penalty: 5007.107910
	Iteration 26Q: 3 clusters Score -3288958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3288988.250000 Penalty: 5007.107910
	Iteration 27Q: 3 clusters Score -3288988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3289029.500000 Penalty: 5007.107910
	Iteration 28Q: 3 clusters Score -3289030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3289050.500000 Penalty: 5007.107910
	Iteration 29Q: 3 clusters Score -3289050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3289075.250000 Penalty: 5007.107910
	Iteration 30Q: 3 clusters Score -3289075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3289092.750000 Penalty: 5007.107910
	Iteration 31Q: 3 clusters Score -3289093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3289113.750000 Penalty: 5007.107910
	Iteration 32Q: 3 clusters Score -3289114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3289122.750000 Penalty: 5007.107910
	Iteration 33Q: 3 clusters Score -3289123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3289133.250000 Penalty: 5007.107910
	Iteration 34Q: 3 clusters Score -3289133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3289144.000000 Penalty: 5007.107910
	Iteration 35Q: 3 clusters Score -3289144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3289156.000000 Penalty: 5007.107910
	Iteration 36Q: 3 clusters Score -3289156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3289160.750000 Penalty: 5007.107910
	Iteration 37Q: 3 clusters Score -3289161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3289166.250000 Penalty: 5007.107910
	Iteration 38Q: 3 clusters Score -3289166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3289172.750000 Penalty: 5007.107910
	Iteration 39Q: 3 clusters Score -3289173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3289187.500000 Penalty: 5007.107910
	Iteration 40F: 3 clusters Score -3289188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3289189.750000 Penalty: 5007.107910
	Iteration 41Q: 3 clusters Score -3289190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3289194.250000 Penalty: 5007.107910
	Iteration 42Q: 3 clusters Score -3289194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3289198.500000 Penalty: 5007.107910
	Iteration 43Q: 3 clusters Score -3289198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3289205.250000 Penalty: 5007.107910
	Iteration 44Q: 3 clusters Score -3289205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3289207.250000 Penalty: 5007.107910
	Iteration 45Q: 3 clusters Score -3289207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3289206.750000 Penalty: 5007.107910
	Iteration 46Q: 3 clusters Score -3289207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3289209.000000 Penalty: 5007.107910
	Iteration 47Q: 3 clusters Score -3289209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3289211.750000 Penalty: 5007.107910
	Iteration 48Q: 3 clusters Score -3289212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3289212.000000 Penalty: 5007.107910
	Iteration 49Q: 3 clusters Score -3289212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3289214.000000 Penalty: 5007.107910
	Iteration 50Q: 3 clusters Score -3289214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3289212.500000 Penalty: 5007.107910
	Iteration 51Q: 3 clusters Score -3289212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3289209.250000 Penalty: 5007.107910
	Iteration 52Q: 3 clusters Score -3289209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3289209.250000 Penalty: 5007.107910
	Iteration 53F: 3 clusters Score -3289209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -684634.625000 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -684634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -680108.062500 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -680108.1 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -681184.937500 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -681184.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -681418.687500 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -681418.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -681558.937500 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -681558.9 nChanged 191
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: -681664.375000 Penalty: 4232.400879
	Iteration 4Q: 3 clusters Score -681664.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -681744.437500 Penalty: 4232.400879
	Iteration 5Q: 3 clusters Score -681744.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -681799.250000 Penalty: 4232.400879
	Iteration 6Q: 3 clusters Score -681799.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -681835.000000 Penalty: 4232.400879
	Iteration 7Q: 3 clusters Score -681835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -681862.375000 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -681862.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -681881.312500 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -681881.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -681895.500000 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -681895.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -681910.312500 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -681910.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -681928.500000 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -681928.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -681946.187500 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -681946.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -681966.375000 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -681966.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -681982.062500 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -681982.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -681993.562500 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -681993.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -682003.312500 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -682003.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -682018.812500 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -682018.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -682028.937500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -682028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -682038.562500 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -682038.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -682044.875000 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -682044.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -682052.062500 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -682052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -682054.062500 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -682054.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -682060.500000 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -682060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -682063.250000 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -682063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -682064.062500 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -682064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -682065.375000 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -682065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -682068.687500 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -682068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -682070.062500 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -682070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -682070.062500 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -682070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -682073.312500 Penalty: 4232.400879
	Iteration 31Q: 3 clusters Score -682073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -682075.812500 Penalty: 4232.400879
	Iteration 32Q: 3 clusters Score -682075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -682077.000000 Penalty: 4232.400879
	Iteration 33Q: 3 clusters Score -682077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -682077.562500 Penalty: 4232.400879
	Iteration 34Q: 3 clusters Score -682077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -682078.875000 Penalty: 4232.400879
	Iteration 35Q: 3 clusters Score -682078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -682080.687500 Penalty: 4232.400879
	Iteration 36Q: 3 clusters Score -682080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -682083.000000 Penalty: 4232.400879
	Iteration 37Q: 3 clusters Score -682083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -682089.000000 Penalty: 4232.400879
	Iteration 38Q: 3 clusters Score -682089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -682088.625000 Penalty: 4232.400879
	Iteration 39Q: 3 clusters Score -682088.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -682096.812500 Penalty: 4232.400879
	Iteration 40F: 3 clusters Score -682096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -682100.562500 Penalty: 4232.400879
	Iteration 41Q: 3 clusters Score -682100.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -682103.812500 Penalty: 4232.400879
	Iteration 42Q: 3 clusters Score -682103.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -682109.562500 Penalty: 4232.400879
	Iteration 43Q: 3 clusters Score -682109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -682115.062500 Penalty: 4232.400879
	Iteration 44Q: 3 clusters Score -682115.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -682121.312500 Penalty: 4232.400879
	Iteration 45Q: 3 clusters Score -682121.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -682129.750000 Penalty: 4232.400879
	Iteration 46Q: 3 clusters Score -682129.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -682133.750000 Penalty: 4232.400879
	Iteration 47Q: 3 clusters Score -682133.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -682139.812500 Penalty: 4232.400879
	Iteration 48Q: 3 clusters Score -682139.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -682149.250000 Penalty: 4232.400879
	Iteration 49Q: 3 clusters Score -682149.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -682153.562500 Penalty: 4232.400879
	Iteration 50Q: 3 clusters Score -682153.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -682157.312500 Penalty: 4232.400879
	Iteration 51Q: 3 clusters Score -682157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -682162.062500 Penalty: 4232.400879
	Iteration 52Q: 3 clusters Score -682162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -682163.750000 Penalty: 4232.400879
	Iteration 53Q: 3 clusters Score -682163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -682165.500000 Penalty: 4232.400879
	Iteration 54Q: 3 clusters Score -682165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -682170.000000 Penalty: 4232.400879
	Iteration 55Q: 3 clusters Score -682170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -682170.875000 Penalty: 4232.400879
	Iteration 56Q: 3 clusters Score -682170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -682171.875000 Penalty: 4232.400879
	Iteration 57Q: 3 clusters Score -682171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -682173.000000 Penalty: 4232.400879
	Iteration 58Q: 3 clusters Score -682173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -682174.125000 Penalty: 4232.400879
	Iteration 59Q: 3 clusters Score -682174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -682175.937500 Penalty: 4232.400879
	Iteration 60F: 3 clusters Score -682175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -682176.375000 Penalty: 4232.400879
	Iteration 61Q: 3 clusters Score -682176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -682178.437500 Penalty: 4232.400879
	Iteration 62Q: 3 clusters Score -682178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -682178.000000 Penalty: 4232.400879
	Iteration 63Q: 3 clusters Score -682178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -682177.875000 Penalty: 4232.400879
	Iteration 64Q: 3 clusters Score -682177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -682178.875000 Penalty: 4232.400879
	Iteration 65Q: 3 clusters Score -682178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -682178.000000 Penalty: 4232.400879
	Iteration 66Q: 3 clusters Score -682178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -682179.750000 Penalty: 4232.400879
	Iteration 67Q: 3 clusters Score -682179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -682181.375000 Penalty: 4232.400879
	Iteration 68Q: 3 clusters Score -682181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -682181.250000 Penalty: 4232.400879
	Iteration 69Q: 3 clusters Score -682181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -682180.750000 Penalty: 4232.400879
	Iteration 70Q: 3 clusters Score -682180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -682182.812500 Penalty: 4232.400879
	Iteration 71Q: 3 clusters Score -682182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -682182.250000 Penalty: 4232.400879
	Iteration 72Q: 3 clusters Score -682182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -682182.250000 Penalty: 4232.400879
	Iteration 73F: 3 clusters Score -682182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -464816.281250 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -464816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -461217.625000 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -461217.6 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -461941.937500 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -461941.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -462093.687500 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -462093.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -462177.625000 Penalty: 4051.428955
	Iteration 3Q: 3 clusters Score -462177.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -462234.062500 Penalty: 4051.428955
	Iteration 4Q: 3 clusters Score -462234.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -462285.437500 Penalty: 4051.428955
	Iteration 5Q: 3 clusters Score -462285.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -462325.718750 Penalty: 4051.428955
	Iteration 6Q: 3 clusters Score -462325.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -462356.812500 Penalty: 4051.428955
	Iteration 7Q: 3 clusters Score -462356.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -462379.750000 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -462379.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -462401.875000 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -462401.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -462420.093750 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -462420.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -462443.062500 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -462443.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -462462.125000 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -462462.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -462479.906250 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -462479.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -462506.281250 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -462506.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -462537.656250 Penalty: 4051.428955
	Iteration 15Q: 3 clusters Score -462537.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -462578.625000 Penalty: 4051.428955
	Iteration 16Q: 3 clusters Score -462578.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -462616.812500 Penalty: 4051.428955
	Iteration 17Q: 3 clusters Score -462616.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -462649.625000 Penalty: 4051.428955
	Iteration 18Q: 3 clusters Score -462649.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -462680.187500 Penalty: 4051.428955
	Iteration 19Q: 3 clusters Score -462680.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -462709.406250 Penalty: 4051.428955
	Iteration 20F: 3 clusters Score -462709.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -462744.093750 Penalty: 4051.428955
	Iteration 21Q: 3 clusters Score -462744.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -462777.875000 Penalty: 4051.428955
	Iteration 22Q: 3 clusters Score -462777.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -462814.500000 Penalty: 4051.428955
	Iteration 23Q: 3 clusters Score -462814.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -462855.125000 Penalty: 4051.428955
	Iteration 24Q: 3 clusters Score -462855.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -462891.406250 Penalty: 4051.428955
	Iteration 25Q: 3 clusters Score -462891.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -462923.906250 Penalty: 4051.428955
	Iteration 26Q: 3 clusters Score -462923.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -462947.656250 Penalty: 4051.428955
	Iteration 27Q: 3 clusters Score -462947.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -462966.468750 Penalty: 4051.428955
	Iteration 28Q: 3 clusters Score -462966.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -462981.531250 Penalty: 4051.428955
	Iteration 29Q: 3 clusters Score -462981.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -463001.781250 Penalty: 4051.428955
	Iteration 30Q: 3 clusters Score -463001.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -463020.906250 Penalty: 4051.428955
	Iteration 31Q: 3 clusters Score -463020.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -463037.843750 Penalty: 4051.428955
	Iteration 32Q: 3 clusters Score -463037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -463050.625000 Penalty: 4051.428955
	Iteration 33Q: 3 clusters Score -463050.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -463067.187500 Penalty: 4051.428955
	Iteration 34Q: 3 clusters Score -463067.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -463092.750000 Penalty: 4051.428955
	Iteration 35Q: 3 clusters Score -463092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -463113.625000 Penalty: 4051.428955
	Iteration 36Q: 3 clusters Score -463113.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -463128.781250 Penalty: 4051.428955
	Iteration 37Q: 3 clusters Score -463128.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -463139.687500 Penalty: 4051.428955
	Iteration 38Q: 3 clusters Score -463139.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -463146.312500 Penalty: 4051.428955
	Iteration 39Q: 3 clusters Score -463146.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -463155.437500 Penalty: 4051.428955
	Iteration 40F: 3 clusters Score -463155.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -463167.250000 Penalty: 4051.428955
	Iteration 41Q: 3 clusters Score -463167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -463177.812500 Penalty: 4051.428955
	Iteration 42Q: 3 clusters Score -463177.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -463189.031250 Penalty: 4051.428955
	Iteration 43Q: 3 clusters Score -463189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -463193.625000 Penalty: 4051.428955
	Iteration 44Q: 3 clusters Score -463193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -463198.875000 Penalty: 4051.428955
	Iteration 45Q: 3 clusters Score -463198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -463201.937500 Penalty: 4051.428955
	Iteration 46Q: 3 clusters Score -463201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -463202.062500 Penalty: 4051.428955
	Iteration 47Q: 3 clusters Score -463202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -463202.406250 Penalty: 4051.428955
	Iteration 48Q: 3 clusters Score -463202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -463202.406250 Penalty: 4051.428955
	Iteration 49F: 3 clusters Score -463202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Entering Unmasked Estep 
Score: -6096443.000000 Penalty: 2664.323975
	Iteration 0F: 2 clusters Score -6096443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6065361.000000 Penalty: 5328.647949
	Iteration 0F: 3 clusters Score -6065361 nChanged 21259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -6077135.000000 Penalty: 5328.647949
	Iteration 1F: 3 clusters Score -6077135 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6077823.500000 Penalty: 5328.647949
	Iteration 2Q: 3 clusters Score -6077824 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -6078652.500000 Penalty: 5328.647949
	Iteration 3Q: 3 clusters Score -6078652 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -6079813.500000 Penalty: 5328.647949
	Iteration 4F: 3 clusters Score -6079814 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -6081541.000000 Penalty: 5328.647949
	Iteration 5F: 3 clusters Score -6081541 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -6083931.000000 Penalty: 5328.647949
	Iteration 6F: 3 clusters Score -6083931 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -6087027.500000 Penalty: 5328.647949
	Iteration 7F: 3 clusters Score -6087028 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -6090032.500000 Penalty: 5328.647949
	Iteration 8F: 3 clusters Score -6090032 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6092152.500000 Penalty: 5328.647949
	Iteration 9Q: 3 clusters Score -6092152 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -6093290.500000 Penalty: 5328.647949
	Iteration 10Q: 3 clusters Score -6093290 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6093769.000000 Penalty: 5328.647949
	Iteration 11Q: 3 clusters Score -6093769 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -6093993.000000 Penalty: 5328.647949
	Iteration 12Q: 3 clusters Score -6093993 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -6094050.500000 Penalty: 5328.647949
	Iteration 13Q: 3 clusters Score -6094050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6094097.500000 Penalty: 5328.647949
	Iteration 14Q: 3 clusters Score -6094098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -6094144.500000 Penalty: 5328.647949
	Iteration 15Q: 3 clusters Score -6094144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6094149.500000 Penalty: 5328.647949
	Iteration 16Q: 3 clusters Score -6094150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -6094162.500000 Penalty: 5328.647949
	Iteration 17Q: 3 clusters Score -6094162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -6094173.500000 Penalty: 5328.647949
	Iteration 18Q: 3 clusters Score -6094174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6094180.500000 Penalty: 5328.647949
	Iteration 19Q: 3 clusters Score -6094180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -6094177.500000 Penalty: 5328.647949
	Iteration 20F: 3 clusters Score -6094178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6094183.000000 Penalty: 5328.647949
	Iteration 21Q: 3 clusters Score -6094183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6094178.000000 Penalty: 5328.647949
	Iteration 22Q: 3 clusters Score -6094178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6094182.000000 Penalty: 5328.647949
	Iteration 23Q: 3 clusters Score -6094182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6094187.500000 Penalty: 5328.647949
	Iteration 24Q: 3 clusters Score -6094188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6094190.000000 Penalty: 5328.647949
	Iteration 25Q: 3 clusters Score -6094190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6094194.500000 Penalty: 5328.647949
	Iteration 26Q: 3 clusters Score -6094194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6094201.500000 Penalty: 5328.647949
	Iteration 27Q: 3 clusters Score -6094202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6094204.000000 Penalty: 5328.647949
	Iteration 28Q: 3 clusters Score -6094204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6094209.000000 Penalty: 5328.647949
	Iteration 29Q: 3 clusters Score -6094209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6094217.500000 Penalty: 5328.647949
	Iteration 30Q: 3 clusters Score -6094218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6094220.500000 Penalty: 5328.647949
	Iteration 31Q: 3 clusters Score -6094220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -6094229.500000 Penalty: 5328.647949
	Iteration 32Q: 3 clusters Score -6094230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -6094231.000000 Penalty: 5328.647949
	Iteration 33Q: 3 clusters Score -6094231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -6094237.000000 Penalty: 5328.647949
	Iteration 34Q: 3 clusters Score -6094237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -6094237.000000 Penalty: 5328.647949
	Iteration 35F: 3 clusters Score -6094237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -275627.031250 Penalty: 1890.056396
	Iteration 0F: 2 clusters Score -275627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -273001.812500 Penalty: 3780.112793
	Iteration 0F: 3 clusters Score -273001.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -273518.031250 Penalty: 3780.112793
	Iteration 1F: 3 clusters Score -273518 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -273659.593750 Penalty: 3780.112793
	Iteration 2F: 3 clusters Score -273659.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273762.406250 Penalty: 3780.112793
	Iteration 3Q: 3 clusters Score -273762.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -273836.437500 Penalty: 3780.112793
	Iteration 4Q: 3 clusters Score -273836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -273901.437500 Penalty: 3780.112793
	Iteration 5Q: 3 clusters Score -273901.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -273960.718750 Penalty: 3780.112793
	Iteration 6Q: 3 clusters Score -273960.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274014.625000 Penalty: 3780.112793
	Iteration 7Q: 3 clusters Score -274014.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -274050.656250 Penalty: 3780.112793
	Iteration 8Q: 3 clusters Score -274050.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -274072.625000 Penalty: 3780.112793
	Iteration 9Q: 3 clusters Score -274072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -274083.968750 Penalty: 3780.112793
	Iteration 10Q: 3 clusters Score -274084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -274096.781250 Penalty: 3780.112793
	Iteration 11Q: 3 clusters Score -274096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -274104.281250 Penalty: 3780.112793
	Iteration 12Q: 3 clusters Score -274104.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -274116.437500 Penalty: 3780.112793
	Iteration 13Q: 3 clusters Score -274116.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -274124.750000 Penalty: 3780.112793
	Iteration 14Q: 3 clusters Score -274124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -274130.812500 Penalty: 3780.112793
	Iteration 15Q: 3 clusters Score -274130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -274138.343750 Penalty: 3780.112793
	Iteration 16Q: 3 clusters Score -274138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274142.468750 Penalty: 3780.112793
	Iteration 17Q: 3 clusters Score -274142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -274146.156250 Penalty: 3780.112793
	Iteration 18Q: 3 clusters Score -274146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -274149.562500 Penalty: 3780.112793
	Iteration 19Q: 3 clusters Score -274149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274151.468750 Penalty: 3780.112793
	Iteration 20F: 3 clusters Score -274151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -274152.218750 Penalty: 3780.112793
	Iteration 21Q: 3 clusters Score -274152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -274152.218750 Penalty: 3780.112793
	Iteration 22F: 3 clusters Score -274152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Entering Unmasked Estep 
Score: -3289256.500000 Penalty: 2505.197021
	Iteration 0F: 2 clusters Score -3289256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3272377.000000 Penalty: 5010.394043
	Iteration 0F: 3 clusters Score -3272377 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3278245.500000 Penalty: 5010.394043
	Iteration 1F: 3 clusters Score -3278246 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3278700.750000 Penalty: 5010.394043
	Iteration 2Q: 3 clusters Score -3278701 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3279185.250000 Penalty: 5010.394043
	Iteration 3Q: 3 clusters Score -3279185 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3279736.750000 Penalty: 5010.394043
	Iteration 4Q: 3 clusters Score -3279737 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3280355.000000 Penalty: 5010.394043
	Iteration 5F: 3 clusters Score -3280355 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3281057.500000 Penalty: 5010.394043
	Iteration 6F: 3 clusters Score -3281058 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3281900.500000 Penalty: 5010.394043
	Iteration 7F: 3 clusters Score -3281900 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3282942.000000 Penalty: 5010.394043
	Iteration 8F: 3 clusters Score -3282942 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3284017.500000 Penalty: 5010.394043
	Iteration 9F: 3 clusters Score -3284018 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3285006.750000 Penalty: 5010.394043
	Iteration 10Q: 3 clusters Score -3285007 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3285688.750000 Penalty: 5010.394043
	Iteration 11Q: 3 clusters Score -3285689 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3286072.750000 Penalty: 5010.394043
	Iteration 12Q: 3 clusters Score -3286073 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3286340.750000 Penalty: 5010.394043
	Iteration 13Q: 3 clusters Score -3286341 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3286480.500000 Penalty: 5010.394043
	Iteration 14Q: 3 clusters Score -3286480 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3286565.500000 Penalty: 5010.394043
	Iteration 15Q: 3 clusters Score -3286566 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3286671.250000 Penalty: 5010.394043
	Iteration 16Q: 3 clusters Score -3286671 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3286739.500000 Penalty: 5010.394043
	Iteration 17Q: 3 clusters Score -3286740 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3286789.500000 Penalty: 5010.394043
	Iteration 18Q: 3 clusters Score -3286790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3286849.500000 Penalty: 5010.394043
	Iteration 19Q: 3 clusters Score -3286850 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3286905.750000 Penalty: 5010.394043
	Iteration 20F: 3 clusters Score -3286906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3286962.500000 Penalty: 5010.394043
	Iteration 21Q: 3 clusters Score -3286962 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3287013.750000 Penalty: 5010.394043
	Iteration 22Q: 3 clusters Score -3287014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3287049.750000 Penalty: 5010.394043
	Iteration 23Q: 3 clusters Score -3287050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3287076.750000 Penalty: 5010.394043
	Iteration 24Q: 3 clusters Score -3287077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3287095.000000 Penalty: 5010.394043
	Iteration 25Q: 3 clusters Score -3287095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3287108.000000 Penalty: 5010.394043
	Iteration 26Q: 3 clusters Score -3287108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3287124.500000 Penalty: 5010.394043
	Iteration 27Q: 3 clusters Score -3287124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3287122.750000 Penalty: 5010.394043
	Iteration 28Q: 3 clusters Score -3287123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3287156.750000 Penalty: 5010.394043
	Iteration 29Q: 3 clusters Score -3287157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3287179.000000 Penalty: 5010.394043
	Iteration 30Q: 3 clusters Score -3287179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3287185.750000 Penalty: 5010.394043
	Iteration 31Q: 3 clusters Score -3287186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3287199.500000 Penalty: 5010.394043
	Iteration 32Q: 3 clusters Score -3287200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3287209.750000 Penalty: 5010.394043
	Iteration 33Q: 3 clusters Score -3287210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3287226.750000 Penalty: 5010.394043
	Iteration 34Q: 3 clusters Score -3287227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3287243.750000 Penalty: 5010.394043
	Iteration 35Q: 3 clusters Score -3287244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3287249.750000 Penalty: 5010.394043
	Iteration 36Q: 3 clusters Score -3287250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3287260.250000 Penalty: 5010.394043
	Iteration 37Q: 3 clusters Score -3287260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3287267.500000 Penalty: 5010.394043
	Iteration 38Q: 3 clusters Score -3287268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3287281.500000 Penalty: 5010.394043
	Iteration 39Q: 3 clusters Score -3287282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3287298.500000 Penalty: 5010.394043
	Iteration 40F: 3 clusters Score -3287298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3287313.500000 Penalty: 5010.394043
	Iteration 41Q: 3 clusters Score -3287314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3287316.000000 Penalty: 5010.394043
	Iteration 42Q: 3 clusters Score -3287316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3287332.000000 Penalty: 5010.394043
	Iteration 43Q: 3 clusters Score -3287332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3287336.000000 Penalty: 5010.394043
	Iteration 44Q: 3 clusters Score -3287336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3287334.250000 Penalty: 5010.394043
	Iteration 45Q: 3 clusters Score -3287334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3287334.250000 Penalty: 5010.394043
	Iteration 46Q: 3 clusters Score -3287334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3287340.000000 Penalty: 5010.394043
	Iteration 47Q: 3 clusters Score -3287340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3287334.750000 Penalty: 5010.394043
	Iteration 48Q: 3 clusters Score -3287335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3287334.500000 Penalty: 5010.394043
	Iteration 49Q: 3 clusters Score -3287334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3287338.500000 Penalty: 5010.394043
	Iteration 50Q: 3 clusters Score -3287338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3287342.250000 Penalty: 5010.394043
	Iteration 51Q: 3 clusters Score -3287342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3287340.000000 Penalty: 5010.394043
	Iteration 52Q: 3 clusters Score -3287340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3287343.000000 Penalty: 5010.394043
	Iteration 53Q: 3 clusters Score -3287343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3287343.500000 Penalty: 5010.394043
	Iteration 54Q: 3 clusters Score -3287344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3287348.000000 Penalty: 5010.394043
	Iteration 55Q: 3 clusters Score -3287348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3287344.500000 Penalty: 5010.394043
	Iteration 56Q: 3 clusters Score -3287344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3287346.500000 Penalty: 5010.394043
	Iteration 57Q: 3 clusters Score -3287346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3287347.250000 Penalty: 5010.394043
	Iteration 58Q: 3 clusters Score -3287347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3287346.750000 Penalty: 5010.394043
	Iteration 59Q: 3 clusters Score -3287347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3287349.000000 Penalty: 5010.394043
	Iteration 60F: 3 clusters Score -3287349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3287347.250000 Penalty: 5010.394043
	Iteration 61Q: 3 clusters Score -3287347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3287348.500000 Penalty: 5010.394043
	Iteration 62Q: 3 clusters Score -3287348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3287348.500000 Penalty: 5010.394043
	Iteration 63Q: 3 clusters Score -3287348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3287349.500000 Penalty: 5010.394043
	Iteration 64Q: 3 clusters Score -3287350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3287355.000000 Penalty: 5010.394043
	Iteration 65Q: 3 clusters Score -3287355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3287351.500000 Penalty: 5010.394043
	Iteration 66Q: 3 clusters Score -3287352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3287354.250000 Penalty: 5010.394043
	Iteration 67Q: 3 clusters Score -3287354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3287354.500000 Penalty: 5010.394043
	Iteration 68Q: 3 clusters Score -3287354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3287351.500000 Penalty: 5010.394043
	Iteration 69Q: 3 clusters Score -3287352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3287351.750000 Penalty: 5010.394043
	Iteration 70Q: 3 clusters Score -3287352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3287353.000000 Penalty: 5010.394043
	Iteration 71Q: 3 clusters Score -3287353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3287353.000000 Penalty: 5010.394043
	Iteration 72F: 3 clusters Score -3287353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -83520.085938 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -83520.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81848.015625 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -81848.02 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82138.171875 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -82138.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82238.976562 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -82238.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82347.437500 Penalty: 3259.157959
	Iteration 3Q: 3 clusters Score -82347.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82496.523438 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -82496.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82657.210938 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -82657.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82759.781250 Penalty: 3259.157959
	Iteration 6F: 3 clusters Score -82759.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82813.273438 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -82813.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82854.523438 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -82854.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82885.671875 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -82885.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82898.914062 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -82898.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82904.992188 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -82904.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82909.062500 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -82909.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82911.328125 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -82911.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82920.703125 Penalty: 3259.157959
	Iteration 14Q: 3 clusters Score -82920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82925.093750 Penalty: 3259.157959
	Iteration 15Q: 3 clusters Score -82925.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82929.281250 Penalty: 3259.157959
	Iteration 16Q: 3 clusters Score -82929.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82931.421875 Penalty: 3259.157959
	Iteration 17Q: 3 clusters Score -82931.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82934.148438 Penalty: 3259.157959
	Iteration 18Q: 3 clusters Score -82934.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82934.148438 Penalty: 3259.157959
	Iteration 19F: 3 clusters Score -82934.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Entering Unmasked Estep 
Score: -4349914.500000 Penalty: 2571.414062
	Iteration 0F: 2 clusters Score -4349914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4328112.500000 Penalty: 5142.828125
	Iteration 0F: 3 clusters Score -4328112 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4335859.000000 Penalty: 5142.828125
	Iteration 1F: 3 clusters Score -4335859 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4336297.000000 Penalty: 5142.828125
	Iteration 2Q: 3 clusters Score -4336297 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4336675.500000 Penalty: 5142.828125
	Iteration 3Q: 3 clusters Score -4336676 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4337162.000000 Penalty: 5142.828125
	Iteration 4Q: 3 clusters Score -4337162 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -4337654.500000 Penalty: 5142.828125
	Iteration 5Q: 3 clusters Score -4337654 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4338275.500000 Penalty: 5142.828125
	Iteration 6Q: 3 clusters Score -4338276 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4339226.500000 Penalty: 5142.828125
	Iteration 7F: 3 clusters Score -4339226 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4340502.500000 Penalty: 5142.828125
	Iteration 8F: 3 clusters Score -4340502 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4342162.000000 Penalty: 5142.828125
	Iteration 9F: 3 clusters Score -4342162 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4344075.000000 Penalty: 5142.828125
	Iteration 10F: 3 clusters Score -4344075 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4345755.500000 Penalty: 5142.828125
	Iteration 11F: 3 clusters Score -4345756 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4346752.500000 Penalty: 5142.828125
	Iteration 12Q: 3 clusters Score -4346752 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4347238.500000 Penalty: 5142.828125
	Iteration 13Q: 3 clusters Score -4347238 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4347443.000000 Penalty: 5142.828125
	Iteration 14Q: 3 clusters Score -4347443 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4347537.000000 Penalty: 5142.828125
	Iteration 15Q: 3 clusters Score -4347537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4347579.500000 Penalty: 5142.828125
	Iteration 16Q: 3 clusters Score -4347580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4347611.000000 Penalty: 5142.828125
	Iteration 17Q: 3 clusters Score -4347611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4347633.500000 Penalty: 5142.828125
	Iteration 18Q: 3 clusters Score -4347634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4347643.500000 Penalty: 5142.828125
	Iteration 19Q: 3 clusters Score -4347644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4347647.000000 Penalty: 5142.828125
	Iteration 20F: 3 clusters Score -4347647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4347648.500000 Penalty: 5142.828125
	Iteration 21Q: 3 clusters Score -4347648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4347655.000000 Penalty: 5142.828125
	Iteration 22Q: 3 clusters Score -4347655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4347657.500000 Penalty: 5142.828125
	Iteration 23Q: 3 clusters Score -4347658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4347666.500000 Penalty: 5142.828125
	Iteration 24Q: 3 clusters Score -4347666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4347668.000000 Penalty: 5142.828125
	Iteration 25Q: 3 clusters Score -4347668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4347677.000000 Penalty: 5142.828125
	Iteration 26Q: 3 clusters Score -4347677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4347688.000000 Penalty: 5142.828125
	Iteration 27Q: 3 clusters Score -4347688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4347688.000000 Penalty: 5142.828125
	Iteration 28F: 3 clusters Score -4347688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -1291550.125000 Penalty: 2269.793457
	Iteration 0F: 2 clusters Score -1291550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1284201.375000 Penalty: 4539.586914
	Iteration 0F: 3 clusters Score -1284201 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1286259.625000 Penalty: 4539.586914
	Iteration 1F: 3 clusters Score -1286260 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1286529.250000 Penalty: 4539.586914
	Iteration 2F: 3 clusters Score -1286529 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1286739.500000 Penalty: 4539.586914
	Iteration 3Q: 3 clusters Score -1286740 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1286934.500000 Penalty: 4539.586914
	Iteration 4Q: 3 clusters Score -1286934 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1287127.250000 Penalty: 4539.586914
	Iteration 5Q: 3 clusters Score -1287127 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1287335.375000 Penalty: 4539.586914
	Iteration 6Q: 3 clusters Score -1287335 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1287546.375000 Penalty: 4539.586914
	Iteration 7Q: 3 clusters Score -1287546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1287786.000000 Penalty: 4539.586914
	Iteration 8Q: 3 clusters Score -1287786 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1288075.375000 Penalty: 4539.586914
	Iteration 9Q: 3 clusters Score -1288075 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1288408.250000 Penalty: 4539.586914
	Iteration 10Q: 3 clusters Score -1288408 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1288714.000000 Penalty: 4539.586914
	Iteration 11Q: 3 clusters Score -1288714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1288954.375000 Penalty: 4539.586914
	Iteration 12Q: 3 clusters Score -1288954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1289155.750000 Penalty: 4539.586914
	Iteration 13Q: 3 clusters Score -1289156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1289291.875000 Penalty: 4539.586914
	Iteration 14Q: 3 clusters Score -1289292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1289372.250000 Penalty: 4539.586914
	Iteration 15Q: 3 clusters Score -1289372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1289414.000000 Penalty: 4539.586914
	Iteration 16Q: 3 clusters Score -1289414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1289447.000000 Penalty: 4539.586914
	Iteration 17Q: 3 clusters Score -1289447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1289469.250000 Penalty: 4539.586914
	Iteration 18Q: 3 clusters Score -1289469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1289491.875000 Penalty: 4539.586914
	Iteration 19Q: 3 clusters Score -1289492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1289511.625000 Penalty: 4539.586914
	Iteration 20F: 3 clusters Score -1289512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1289513.750000 Penalty: 4539.586914
	Iteration 21Q: 3 clusters Score -1289514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1289521.125000 Penalty: 4539.586914
	Iteration 22Q: 3 clusters Score -1289521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1289529.000000 Penalty: 4539.586914
	Iteration 23Q: 3 clusters Score -1289529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1289537.000000 Penalty: 4539.586914
	Iteration 24Q: 3 clusters Score -1289537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1289541.750000 Penalty: 4539.586914
	Iteration 25Q: 3 clusters Score -1289542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1289546.250000 Penalty: 4539.586914
	Iteration 26Q: 3 clusters Score -1289546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1289551.625000 Penalty: 4539.586914
	Iteration 27Q: 3 clusters Score -1289552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1289556.500000 Penalty: 4539.586914
	Iteration 28Q: 3 clusters Score -1289556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1289560.125000 Penalty: 4539.586914
	Iteration 29Q: 3 clusters Score -1289560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1289563.625000 Penalty: 4539.586914
	Iteration 30Q: 3 clusters Score -1289564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1289564.125000 Penalty: 4539.586914
	Iteration 31Q: 3 clusters Score -1289564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1289565.000000 Penalty: 4539.586914
	Iteration 32Q: 3 clusters Score -1289565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1289565.000000 Penalty: 4539.586914
	Iteration 33F: 3 clusters Score -1289565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (139694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Entering Unmasked Estep 
Score: -18697266.000000 Penalty: 2938.108154
	Iteration 0F: 2 clusters Score -1.869727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -18615122.000000 Penalty: 5876.216309
	Iteration 0F: 3 clusters Score -1.861512e+07 nChanged 66337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -18653428.000000 Penalty: 5876.216309
	Iteration 1F: 3 clusters Score -1.865343e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -18654928.000000 Penalty: 5876.216309
	Iteration 2Q: 3 clusters Score -1.865493e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -18657380.000000 Penalty: 5876.216309
	Iteration 3Q: 3 clusters Score -1.865738e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -18661078.000000 Penalty: 5876.216309
	Iteration 4Q: 3 clusters Score -1.866108e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -18666148.000000 Penalty: 5876.216309
	Iteration 5F: 3 clusters Score -1.866615e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -18672902.000000 Penalty: 5876.216309
	Iteration 6F: 3 clusters Score -1.86729e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -18679148.000000 Penalty: 5876.216309
	Iteration 7F: 3 clusters Score -1.867915e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -18683920.000000 Penalty: 5876.216309
	Iteration 8F: 3 clusters Score -1.868392e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120329 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -18687250.000000 Penalty: 5876.216309
	Iteration 9Q: 3 clusters Score -1.868725e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -18689372.000000 Penalty: 5876.216309
	Iteration 10Q: 3 clusters Score -1.868937e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124533 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -18690626.000000 Penalty: 5876.216309
	Iteration 11Q: 3 clusters Score -1.869063e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -18691268.000000 Penalty: 5876.216309
	Iteration 12Q: 3 clusters Score -1.869127e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -18691736.000000 Penalty: 5876.216309
	Iteration 13Q: 3 clusters Score -1.869174e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -18692052.000000 Penalty: 5876.216309
	Iteration 14Q: 3 clusters Score -1.869205e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -18692210.000000 Penalty: 5876.216309
	Iteration 15Q: 3 clusters Score -1.869221e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -18692320.000000 Penalty: 5876.216309
	Iteration 16Q: 3 clusters Score -1.869232e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127491 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -18692456.000000 Penalty: 5876.216309
	Iteration 17Q: 3 clusters Score -1.869246e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -18692566.000000 Penalty: 5876.216309
	Iteration 18Q: 3 clusters Score -1.869257e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -18692598.000000 Penalty: 5876.216309
	Iteration 19Q: 3 clusters Score -1.86926e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -18692634.000000 Penalty: 5876.216309
	Iteration 20F: 3 clusters Score -1.869263e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -18692652.000000 Penalty: 5876.216309
	Iteration 21Q: 3 clusters Score -1.869265e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128389 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -18692638.000000 Penalty: 5876.216309
	Iteration 22Q: 3 clusters Score -1.869264e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -18692694.000000 Penalty: 5876.216309
	Iteration 23Q: 3 clusters Score -1.869269e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128739 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -18692730.000000 Penalty: 5876.216309
	Iteration 24Q: 3 clusters Score -1.869273e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -18692762.000000 Penalty: 5876.216309
	Iteration 25Q: 3 clusters Score -1.869276e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -18692830.000000 Penalty: 5876.216309
	Iteration 26Q: 3 clusters Score -1.869283e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129072 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -18692844.000000 Penalty: 5876.216309
	Iteration 27Q: 3 clusters Score -1.869284e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -18692866.000000 Penalty: 5876.216309
	Iteration 28Q: 3 clusters Score -1.869287e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -18692840.000000 Penalty: 5876.216309
	Iteration 29Q: 3 clusters Score -1.869284e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129290 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -18692860.000000 Penalty: 5876.216309
	Iteration 30Q: 3 clusters Score -1.869286e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129368 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -18692922.000000 Penalty: 5876.216309
	Iteration 31Q: 3 clusters Score -1.869292e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129434 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -18692974.000000 Penalty: 5876.216309
	Iteration 32Q: 3 clusters Score -1.869297e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129502 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -18693024.000000 Penalty: 5876.216309
	Iteration 33Q: 3 clusters Score -1.869302e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129550 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -18693090.000000 Penalty: 5876.216309
	Iteration 34Q: 3 clusters Score -1.869309e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -18693106.000000 Penalty: 5876.216309
	Iteration 35Q: 3 clusters Score -1.869311e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129644 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -18693120.000000 Penalty: 5876.216309
	Iteration 36Q: 3 clusters Score -1.869312e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129677 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -18693160.000000 Penalty: 5876.216309
	Iteration 37Q: 3 clusters Score -1.869316e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -18693238.000000 Penalty: 5876.216309
	Iteration 38Q: 3 clusters Score -1.869324e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129707 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -18693286.000000 Penalty: 5876.216309
	Iteration 39Q: 3 clusters Score -1.869329e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -18693324.000000 Penalty: 5876.216309
	Iteration 40F: 3 clusters Score -1.869332e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -18693320.000000 Penalty: 5876.216309
	Iteration 41Q: 3 clusters Score -1.869332e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -18693356.000000 Penalty: 5876.216309
	Iteration 42Q: 3 clusters Score -1.869336e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -18693354.000000 Penalty: 5876.216309
	Iteration 43Q: 3 clusters Score -1.869335e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -18693356.000000 Penalty: 5876.216309
	Iteration 44Q: 3 clusters Score -1.869336e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129715 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -18693356.000000 Penalty: 5876.216309
	Iteration 45Q: 3 clusters Score -1.869336e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129699 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -18693362.000000 Penalty: 5876.216309
	Iteration 46Q: 3 clusters Score -1.869336e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129659 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -18693392.000000 Penalty: 5876.216309
	Iteration 47Q: 3 clusters Score -1.869339e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -18693492.000000 Penalty: 5876.216309
	Iteration 48Q: 3 clusters Score -1.869349e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129548 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -18693486.000000 Penalty: 5876.216309
	Iteration 49Q: 3 clusters Score -1.869349e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -18693542.000000 Penalty: 5876.216309
	Iteration 50Q: 3 clusters Score -1.869354e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -18693608.000000 Penalty: 5876.216309
	Iteration 51Q: 3 clusters Score -1.869361e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -18693656.000000 Penalty: 5876.216309
	Iteration 52Q: 3 clusters Score -1.869366e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -18693676.000000 Penalty: 5876.216309
	Iteration 53Q: 3 clusters Score -1.869368e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -18693696.000000 Penalty: 5876.216309
	Iteration 54Q: 3 clusters Score -1.86937e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129314 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -18693702.000000 Penalty: 5876.216309
	Iteration 55Q: 3 clusters Score -1.86937e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129235 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -18693722.000000 Penalty: 5876.216309
	Iteration 56Q: 3 clusters Score -1.869372e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -18693730.000000 Penalty: 5876.216309
	Iteration 57Q: 3 clusters Score -1.869373e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129027 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -18693710.000000 Penalty: 5876.216309
	Iteration 58Q: 3 clusters Score -1.869371e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -18693750.000000 Penalty: 5876.216309
	Iteration 59Q: 3 clusters Score -1.869375e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128807 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -18693742.000000 Penalty: 5876.216309
	Iteration 60F: 3 clusters Score -1.869374e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128708 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -18693736.000000 Penalty: 5876.216309
	Iteration 61Q: 3 clusters Score -1.869374e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128610 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -18693746.000000 Penalty: 5876.216309
	Iteration 62Q: 3 clusters Score -1.869375e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128521 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -18693746.000000 Penalty: 5876.216309
	Iteration 63Q: 3 clusters Score -1.869375e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -18693716.000000 Penalty: 5876.216309
	Iteration 64Q: 3 clusters Score -1.869372e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -18693774.000000 Penalty: 5876.216309
	Iteration 65Q: 3 clusters Score -1.869377e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -18693760.000000 Penalty: 5876.216309
	Iteration 66Q: 3 clusters Score -1.869376e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -18693756.000000 Penalty: 5876.216309
	Iteration 67Q: 3 clusters Score -1.869376e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127981 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -18693824.000000 Penalty: 5876.216309
	Iteration 68Q: 3 clusters Score -1.869382e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127872 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -18693766.000000 Penalty: 5876.216309
	Iteration 69Q: 3 clusters Score -1.869377e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -18693752.000000 Penalty: 5876.216309
	Iteration 70Q: 3 clusters Score -1.869375e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -18693796.000000 Penalty: 5876.216309
	Iteration 71Q: 3 clusters Score -1.86938e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127545 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -18693780.000000 Penalty: 5876.216309
	Iteration 72Q: 3 clusters Score -1.869378e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -18693764.000000 Penalty: 5876.216309
	Iteration 73Q: 3 clusters Score -1.869376e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127328 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -18693712.000000 Penalty: 5876.216309
	Iteration 74Q: 3 clusters Score -1.869371e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -18693766.000000 Penalty: 5876.216309
	Iteration 75Q: 3 clusters Score -1.869377e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -18693752.000000 Penalty: 5876.216309
	Iteration 76Q: 3 clusters Score -1.869375e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126984 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -18693802.000000 Penalty: 5876.216309
	Iteration 77Q: 3 clusters Score -1.86938e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -18693792.000000 Penalty: 5876.216309
	Iteration 78Q: 3 clusters Score -1.869379e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -18693778.000000 Penalty: 5876.216309
	Iteration 79Q: 3 clusters Score -1.869378e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -18693782.000000 Penalty: 5876.216309
	Iteration 80F: 3 clusters Score -1.869378e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -18693766.000000 Penalty: 5876.216309
	Iteration 81Q: 3 clusters Score -1.869377e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -18693784.000000 Penalty: 5876.216309
	Iteration 82Q: 3 clusters Score -1.869378e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126029 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -18693728.000000 Penalty: 5876.216309
	Iteration 83Q: 3 clusters Score -1.869373e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -18693714.000000 Penalty: 5876.216309
	Iteration 84Q: 3 clusters Score -1.869371e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -18693716.000000 Penalty: 5876.216309
	Iteration 85Q: 3 clusters Score -1.869372e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -18693742.000000 Penalty: 5876.216309
	Iteration 86Q: 3 clusters Score -1.869374e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -18693756.000000 Penalty: 5876.216309
	Iteration 87Q: 3 clusters Score -1.869376e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -18693768.000000 Penalty: 5876.216309
	Iteration 88Q: 3 clusters Score -1.869377e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -18693774.000000 Penalty: 5876.216309
	Iteration 89Q: 3 clusters Score -1.869377e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -18693844.000000 Penalty: 5876.216309
	Iteration 90Q: 3 clusters Score -1.869384e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124228 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -18693900.000000 Penalty: 5876.216309
	Iteration 91Q: 3 clusters Score -1.86939e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -18693890.000000 Penalty: 5876.216309
	Iteration 92Q: 3 clusters Score -1.869389e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -18693864.000000 Penalty: 5876.216309
	Iteration 93Q: 3 clusters Score -1.869386e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -18693934.000000 Penalty: 5876.216309
	Iteration 94Q: 3 clusters Score -1.869393e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122802 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -18694010.000000 Penalty: 5876.216309
	Iteration 95Q: 3 clusters Score -1.869401e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -18694094.000000 Penalty: 5876.216309
	Iteration 96Q: 3 clusters Score -1.869409e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -18694124.000000 Penalty: 5876.216309
	Iteration 97Q: 3 clusters Score -1.869412e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121365 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -18694244.000000 Penalty: 5876.216309
	Iteration 98Q: 3 clusters Score -1.869424e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -18694346.000000 Penalty: 5876.216309
	Iteration 99Q: 3 clusters Score -1.869435e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -18694438.000000 Penalty: 5876.216309
	Iteration 100F: 3 clusters Score -1.869444e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -18694454.000000 Penalty: 5876.216309
	Iteration 101Q: 3 clusters Score -1.869445e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119436 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -18694488.000000 Penalty: 5876.216309
	Iteration 102Q: 3 clusters Score -1.869449e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -18694514.000000 Penalty: 5876.216309
	Iteration 103Q: 3 clusters Score -1.869451e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -18694558.000000 Penalty: 5876.216309
	Iteration 104Q: 3 clusters Score -1.869456e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -18694644.000000 Penalty: 5876.216309
	Iteration 105Q: 3 clusters Score -1.869464e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -18694664.000000 Penalty: 5876.216309
	Iteration 106Q: 3 clusters Score -1.869466e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -18694764.000000 Penalty: 5876.216309
	Iteration 107Q: 3 clusters Score -1.869476e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -18694846.000000 Penalty: 5876.216309
	Iteration 108Q: 3 clusters Score -1.869485e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -18694896.000000 Penalty: 5876.216309
	Iteration 109Q: 3 clusters Score -1.86949e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -18694914.000000 Penalty: 5876.216309
	Iteration 110Q: 3 clusters Score -1.869491e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115730 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -18694962.000000 Penalty: 5876.216309
	Iteration 111Q: 3 clusters Score -1.869496e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -18695018.000000 Penalty: 5876.216309
	Iteration 112Q: 3 clusters Score -1.869502e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -18695048.000000 Penalty: 5876.216309
	Iteration 113Q: 3 clusters Score -1.869505e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -18695124.000000 Penalty: 5876.216309
	Iteration 114Q: 3 clusters Score -1.869512e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -18695200.000000 Penalty: 5876.216309
	Iteration 115Q: 3 clusters Score -1.86952e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -18695234.000000 Penalty: 5876.216309
	Iteration 116Q: 3 clusters Score -1.869523e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -18695320.000000 Penalty: 5876.216309
	Iteration 117Q: 3 clusters Score -1.869532e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -18695392.000000 Penalty: 5876.216309
	Iteration 118Q: 3 clusters Score -1.869539e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -18695492.000000 Penalty: 5876.216309
	Iteration 119Q: 3 clusters Score -1.869549e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -18695542.000000 Penalty: 5876.216309
	Iteration 120F: 3 clusters Score -1.869554e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110529 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -18695624.000000 Penalty: 5876.216309
	Iteration 121Q: 3 clusters Score -1.869562e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -18695626.000000 Penalty: 5876.216309
	Iteration 122Q: 3 clusters Score -1.869563e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -18695760.000000 Penalty: 5876.216309
	Iteration 123Q: 3 clusters Score -1.869576e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108620 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -18695798.000000 Penalty: 5876.216309
	Iteration 124Q: 3 clusters Score -1.86958e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -18695862.000000 Penalty: 5876.216309
	Iteration 125Q: 3 clusters Score -1.869586e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -18695868.000000 Penalty: 5876.216309
	Iteration 126Q: 3 clusters Score -1.869587e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -18695978.000000 Penalty: 5876.216309
	Iteration 127Q: 3 clusters Score -1.869598e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -18696040.000000 Penalty: 5876.216309
	Iteration 128Q: 3 clusters Score -1.869604e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -18696162.000000 Penalty: 5876.216309
	Iteration 129Q: 3 clusters Score -1.869616e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -18696256.000000 Penalty: 5876.216309
	Iteration 130Q: 3 clusters Score -1.869626e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -18696288.000000 Penalty: 5876.216309
	Iteration 131Q: 3 clusters Score -1.869629e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104227 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -18696288.000000 Penalty: 5876.216309
	Iteration 132Q: 3 clusters Score -1.869629e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -18696332.000000 Penalty: 5876.216309
	Iteration 133Q: 3 clusters Score -1.869633e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -18696334.000000 Penalty: 5876.216309
	Iteration 134Q: 3 clusters Score -1.869633e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -18696364.000000 Penalty: 5876.216309
	Iteration 135Q: 3 clusters Score -1.869636e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -18696384.000000 Penalty: 5876.216309
	Iteration 136Q: 3 clusters Score -1.869638e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -18696404.000000 Penalty: 5876.216309
	Iteration 137Q: 3 clusters Score -1.86964e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -18696448.000000 Penalty: 5876.216309
	Iteration 138Q: 3 clusters Score -1.869645e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -18696522.000000 Penalty: 5876.216309
	Iteration 139Q: 3 clusters Score -1.869652e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -18696580.000000 Penalty: 5876.216309
	Iteration 140F: 3 clusters Score -1.869658e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -18696524.000000 Penalty: 5876.216309
	Iteration 141Q: 3 clusters Score -1.869652e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -18696542.000000 Penalty: 5876.216309
	Iteration 142Q: 3 clusters Score -1.869654e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -18696582.000000 Penalty: 5876.216309
	Iteration 143Q: 3 clusters Score -1.869658e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -18696582.000000 Penalty: 5876.216309
	Iteration 144Q: 3 clusters Score -1.869658e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -18696628.000000 Penalty: 5876.216309
	Iteration 145Q: 3 clusters Score -1.869663e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -18696630.000000 Penalty: 5876.216309
	Iteration 146Q: 3 clusters Score -1.869663e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -18696648.000000 Penalty: 5876.216309
	Iteration 147Q: 3 clusters Score -1.869665e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -18696690.000000 Penalty: 5876.216309
	Iteration 148Q: 3 clusters Score -1.869669e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -18696720.000000 Penalty: 5876.216309
	Iteration 149Q: 3 clusters Score -1.869672e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -18696730.000000 Penalty: 5876.216309
	Iteration 150Q: 3 clusters Score -1.869673e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -18696726.000000 Penalty: 5876.216309
	Iteration 151Q: 3 clusters Score -1.869673e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -18696730.000000 Penalty: 5876.216309
	Iteration 152Q: 3 clusters Score -1.869673e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -18696764.000000 Penalty: 5876.216309
	Iteration 153Q: 3 clusters Score -1.869676e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -18696802.000000 Penalty: 5876.216309
	Iteration 154Q: 3 clusters Score -1.86968e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -18696828.000000 Penalty: 5876.216309
	Iteration 155Q: 3 clusters Score -1.869683e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -18696828.000000 Penalty: 5876.216309
	Iteration 156Q: 3 clusters Score -1.869683e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -18696808.000000 Penalty: 5876.216309
	Iteration 157Q: 3 clusters Score -1.869681e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -18696800.000000 Penalty: 5876.216309
	Iteration 158Q: 3 clusters Score -1.86968e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -18696810.000000 Penalty: 5876.216309
	Iteration 159Q: 3 clusters Score -1.869681e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98967 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -18696834.000000 Penalty: 5876.216309
	Iteration 160F: 3 clusters Score -1.869683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -18696822.000000 Penalty: 5876.216309
	Iteration 161Q: 3 clusters Score -1.869682e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -18696858.000000 Penalty: 5876.216309
	Iteration 162Q: 3 clusters Score -1.869686e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -18696848.000000 Penalty: 5876.216309
	Iteration 163Q: 3 clusters Score -1.869685e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -18696872.000000 Penalty: 5876.216309
	Iteration 164Q: 3 clusters Score -1.869687e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -18696842.000000 Penalty: 5876.216309
	Iteration 165Q: 3 clusters Score -1.869684e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -18696838.000000 Penalty: 5876.216309
	Iteration 166Q: 3 clusters Score -1.869684e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -18696820.000000 Penalty: 5876.216309
	Iteration 167Q: 3 clusters Score -1.869682e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -18696824.000000 Penalty: 5876.216309
	Iteration 168Q: 3 clusters Score -1.869682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -18696812.000000 Penalty: 5876.216309
	Iteration 169Q: 3 clusters Score -1.869681e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -18696794.000000 Penalty: 5876.216309
	Iteration 170Q: 3 clusters Score -1.869679e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -18696836.000000 Penalty: 5876.216309
	Iteration 171Q: 3 clusters Score -1.869684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -18696838.000000 Penalty: 5876.216309
	Iteration 172Q: 3 clusters Score -1.869684e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -18696844.000000 Penalty: 5876.216309
	Iteration 173Q: 3 clusters Score -1.869684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -18696852.000000 Penalty: 5876.216309
	Iteration 174Q: 3 clusters Score -1.869685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -18696836.000000 Penalty: 5876.216309
	Iteration 175Q: 3 clusters Score -1.869684e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -18696848.000000 Penalty: 5876.216309
	Iteration 176Q: 3 clusters Score -1.869685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -18696842.000000 Penalty: 5876.216309
	Iteration 177Q: 3 clusters Score -1.869684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -18696852.000000 Penalty: 5876.216309
	Iteration 178Q: 3 clusters Score -1.869685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -18696848.000000 Penalty: 5876.216309
	Iteration 179Q: 3 clusters Score -1.869685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -18696870.000000 Penalty: 5876.216309
	Iteration 180F: 3 clusters Score -1.869687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -18696872.000000 Penalty: 5876.216309
	Iteration 181Q: 3 clusters Score -1.869687e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -18696872.000000 Penalty: 5876.216309
	Iteration 182Q: 3 clusters Score -1.869687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -18696858.000000 Penalty: 5876.216309
	Iteration 183Q: 3 clusters Score -1.869686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -18696846.000000 Penalty: 5876.216309
	Iteration 184Q: 3 clusters Score -1.869685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -18696862.000000 Penalty: 5876.216309
	Iteration 185Q: 3 clusters Score -1.869686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -18696844.000000 Penalty: 5876.216309
	Iteration 186Q: 3 clusters Score -1.869684e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -18696822.000000 Penalty: 5876.216309
	Iteration 187Q: 3 clusters Score -1.869682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -18696818.000000 Penalty: 5876.216309
	Iteration 188Q: 3 clusters Score -1.869682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -18696812.000000 Penalty: 5876.216309
	Iteration 189Q: 3 clusters Score -1.869681e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -18696824.000000 Penalty: 5876.216309
	Iteration 190Q: 3 clusters Score -1.869682e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -18696828.000000 Penalty: 5876.216309
	Iteration 191Q: 3 clusters Score -1.869683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -18696814.000000 Penalty: 5876.216309
	Iteration 192Q: 3 clusters Score -1.869681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -18696814.000000 Penalty: 5876.216309
	Iteration 193Q: 3 clusters Score -1.869681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97201 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -18696820.000000 Penalty: 5876.216309
	Iteration 194Q: 3 clusters Score -1.869682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -18696816.000000 Penalty: 5876.216309
	Iteration 195Q: 3 clusters Score -1.869682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -18696826.000000 Penalty: 5876.216309
	Iteration 196Q: 3 clusters Score -1.869683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -18696804.000000 Penalty: 5876.216309
	Iteration 197Q: 3 clusters Score -1.86968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -18696836.000000 Penalty: 5876.216309
	Iteration 198Q: 3 clusters Score -1.869684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -18696840.000000 Penalty: 5876.216309
	Iteration 199Q: 3 clusters Score -1.869684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -18696814.000000 Penalty: 5876.216309
	Iteration 200F: 3 clusters Score -1.869681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -18696806.000000 Penalty: 5876.216309
	Iteration 201Q: 3 clusters Score -1.869681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -18696794.000000 Penalty: 5876.216309
	Iteration 202Q: 3 clusters Score -1.869679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -18696806.000000 Penalty: 5876.216309
	Iteration 203Q: 3 clusters Score -1.869681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -18696800.000000 Penalty: 5876.216309
	Iteration 204Q: 3 clusters Score -1.86968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -18696788.000000 Penalty: 5876.216309
	Iteration 205Q: 3 clusters Score -1.869679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -18696770.000000 Penalty: 5876.216309
	Iteration 206Q: 3 clusters Score -1.869677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -18696776.000000 Penalty: 5876.216309
	Iteration 207Q: 3 clusters Score -1.869678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -18696768.000000 Penalty: 5876.216309
	Iteration 208Q: 3 clusters Score -1.869677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -18696770.000000 Penalty: 5876.216309
	Iteration 209Q: 3 clusters Score -1.869677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -18696766.000000 Penalty: 5876.216309
	Iteration 210Q: 3 clusters Score -1.869677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -18696760.000000 Penalty: 5876.216309
	Iteration 211Q: 3 clusters Score -1.869676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -18696768.000000 Penalty: 5876.216309
	Iteration 212Q: 3 clusters Score -1.869677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -18696756.000000 Penalty: 5876.216309
	Iteration 213Q: 3 clusters Score -1.869676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -18696760.000000 Penalty: 5876.216309
	Iteration 214Q: 3 clusters Score -1.869676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -18696752.000000 Penalty: 5876.216309
	Iteration 215Q: 3 clusters Score -1.869675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -18696752.000000 Penalty: 5876.216309
	Iteration 216F: 3 clusters Score -1.869675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -410786.593750 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -410786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -407480.562500 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -407480.6 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408185.187500 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -408185.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408395.250000 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -408395.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408522.781250 Penalty: 3988.061768
	Iteration 3F: 3 clusters Score -408522.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -408627.968750 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -408628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -408744.406250 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -408744.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -408884.812500 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -408884.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -409059.531250 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -409059.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -409273.406250 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -409273.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -409480.906250 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -409480.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -409726.250000 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -409726.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -409977.375000 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -409977.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -410167.843750 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -410167.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -410290.000000 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -410290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -410395.093750 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -410395.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -410487.312500 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -410487.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -410524.593750 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -410524.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -410545.750000 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -410545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -410564.156250 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -410564.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -410573.218750 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -410573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -410578.250000 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -410578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -410584.062500 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -410584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -410591.375000 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -410591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -410598.125000 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -410598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -410606.375000 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -410606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -410610.781250 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -410610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -410615.250000 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -410615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -410617.968750 Penalty: 3988.061768
	Iteration 27Q: 3 clusters Score -410618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -410617.875000 Penalty: 3988.061768
	Iteration 28Q: 3 clusters Score -410617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -410619.031250 Penalty: 3988.061768
	Iteration 29Q: 3 clusters Score -410619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -410619.968750 Penalty: 3988.061768
	Iteration 30Q: 3 clusters Score -410620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -410619.968750 Penalty: 3988.061768
	Iteration 31F: 3 clusters Score -410620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66956.148438 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66956.15 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67314.750000 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67314.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67490.523438 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67490.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67593.414062 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67593.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67687.046875 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67687.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67847.335938 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67847.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67927.765625 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67927.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67972.843750 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67972.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68006.875000 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -68006.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68012.054688 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -68012.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68021.023438 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -68021.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68029.437500 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -68029.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68033.804688 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -68033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68035.453125 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -68035.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68040.710938 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -68040.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68040.710938 Penalty: 3174.527832
	Iteration 15F: 3 clusters Score -68040.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -1256380.500000 Penalty: 2265.766357
	Iteration 0F: 2 clusters Score -1256380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1249118.125000 Penalty: 4531.532715
	Iteration 0F: 3 clusters Score -1249118 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1251317.750000 Penalty: 4531.532715
	Iteration 1F: 3 clusters Score -1251318 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1251738.750000 Penalty: 4531.532715
	Iteration 2F: 3 clusters Score -1251739 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1252158.250000 Penalty: 4531.532715
	Iteration 3F: 3 clusters Score -1252158 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1252671.500000 Penalty: 4531.532715
	Iteration 4F: 3 clusters Score -1252672 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1253243.125000 Penalty: 4531.532715
	Iteration 5F: 3 clusters Score -1253243 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1253869.875000 Penalty: 4531.532715
	Iteration 6F: 3 clusters Score -1253870 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1254405.375000 Penalty: 4531.532715
	Iteration 7F: 3 clusters Score -1254405 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1254794.375000 Penalty: 4531.532715
	Iteration 8F: 3 clusters Score -1254794 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1255072.750000 Penalty: 4531.532715
	Iteration 9Q: 3 clusters Score -1255073 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1255248.500000 Penalty: 4531.532715
	Iteration 10Q: 3 clusters Score -1255248 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1255362.750000 Penalty: 4531.532715
	Iteration 11Q: 3 clusters Score -1255363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1255434.375000 Penalty: 4531.532715
	Iteration 12Q: 3 clusters Score -1255434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1255483.000000 Penalty: 4531.532715
	Iteration 13Q: 3 clusters Score -1255483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1255531.375000 Penalty: 4531.532715
	Iteration 14Q: 3 clusters Score -1255531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1255556.625000 Penalty: 4531.532715
	Iteration 15Q: 3 clusters Score -1255557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1255575.250000 Penalty: 4531.532715
	Iteration 16Q: 3 clusters Score -1255575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1255594.875000 Penalty: 4531.532715
	Iteration 17Q: 3 clusters Score -1255595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1255613.375000 Penalty: 4531.532715
	Iteration 18Q: 3 clusters Score -1255613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1255635.750000 Penalty: 4531.532715
	Iteration 19Q: 3 clusters Score -1255636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1255648.625000 Penalty: 4531.532715
	Iteration 20F: 3 clusters Score -1255649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1255657.625000 Penalty: 4531.532715
	Iteration 21Q: 3 clusters Score -1255658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1255669.750000 Penalty: 4531.532715
	Iteration 22Q: 3 clusters Score -1255670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1255675.875000 Penalty: 4531.532715
	Iteration 23Q: 3 clusters Score -1255676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1255682.875000 Penalty: 4531.532715
	Iteration 24Q: 3 clusters Score -1255683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1255687.125000 Penalty: 4531.532715
	Iteration 25Q: 3 clusters Score -1255687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1255689.250000 Penalty: 4531.532715
	Iteration 26Q: 3 clusters Score -1255689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1255694.000000 Penalty: 4531.532715
	Iteration 27Q: 3 clusters Score -1255694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1255696.750000 Penalty: 4531.532715
	Iteration 28Q: 3 clusters Score -1255697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1255697.250000 Penalty: 4531.532715
	Iteration 29Q: 3 clusters Score -1255697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1255697.625000 Penalty: 4531.532715
	Iteration 30Q: 3 clusters Score -1255698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1255697.625000 Penalty: 4531.532715
	Iteration 31F: 3 clusters Score -1255698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Entering Unmasked Estep 
Score: -18574632.000000 Penalty: 2935.480957
	Iteration 0F: 2 clusters Score -1.857463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -18489634.000000 Penalty: 5870.961914
	Iteration 0F: 3 clusters Score -1.848963e+07 nChanged 65783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -18528014.000000 Penalty: 5870.961914
	Iteration 1F: 3 clusters Score -1.852801e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -18529094.000000 Penalty: 5870.961914
	Iteration 2Q: 3 clusters Score -1.852909e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -18530700.000000 Penalty: 5870.961914
	Iteration 3Q: 3 clusters Score -1.85307e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -18533052.000000 Penalty: 5870.961914
	Iteration 4Q: 3 clusters Score -1.853305e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -18536418.000000 Penalty: 5870.961914
	Iteration 5Q: 3 clusters Score -1.853642e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -18541934.000000 Penalty: 5870.961914
	Iteration 6F: 3 clusters Score -1.854193e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -18550156.000000 Penalty: 5870.961914
	Iteration 7F: 3 clusters Score -1.855016e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -18559620.000000 Penalty: 5870.961914
	Iteration 8F: 3 clusters Score -1.855962e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -18565754.000000 Penalty: 5870.961914
	Iteration 9F: 3 clusters Score -1.856575e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -18567860.000000 Penalty: 5870.961914
	Iteration 10Q: 3 clusters Score -1.856786e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -18569048.000000 Penalty: 5870.961914
	Iteration 11Q: 3 clusters Score -1.856905e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -18569792.000000 Penalty: 5870.961914
	Iteration 12Q: 3 clusters Score -1.856979e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -18570442.000000 Penalty: 5870.961914
	Iteration 13Q: 3 clusters Score -1.857044e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -18570846.000000 Penalty: 5870.961914
	Iteration 14Q: 3 clusters Score -1.857085e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -18571182.000000 Penalty: 5870.961914
	Iteration 15Q: 3 clusters Score -1.857118e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -18571434.000000 Penalty: 5870.961914
	Iteration 16Q: 3 clusters Score -1.857143e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -18571430.000000 Penalty: 5870.961914
	Iteration 17Q: 3 clusters Score -1.857143e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -18571538.000000 Penalty: 5870.961914
	Iteration 18Q: 3 clusters Score -1.857154e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -18571544.000000 Penalty: 5870.961914
	Iteration 19Q: 3 clusters Score -1.857154e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -18571614.000000 Penalty: 5870.961914
	Iteration 20F: 3 clusters Score -1.857161e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -18571638.000000 Penalty: 5870.961914
	Iteration 21Q: 3 clusters Score -1.857164e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -18571592.000000 Penalty: 5870.961914
	Iteration 22Q: 3 clusters Score -1.857159e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -18571570.000000 Penalty: 5870.961914
	Iteration 23Q: 3 clusters Score -1.857157e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -18571558.000000 Penalty: 5870.961914
	Iteration 24Q: 3 clusters Score -1.857156e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -18571440.000000 Penalty: 5870.961914
	Iteration 25Q: 3 clusters Score -1.857144e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -18571378.000000 Penalty: 5870.961914
	Iteration 26Q: 3 clusters Score -1.857138e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -18571420.000000 Penalty: 5870.961914
	Iteration 27Q: 3 clusters Score -1.857142e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -18571304.000000 Penalty: 5870.961914
	Iteration 28Q: 3 clusters Score -1.85713e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -18571268.000000 Penalty: 5870.961914
	Iteration 29Q: 3 clusters Score -1.857127e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -18571246.000000 Penalty: 5870.961914
	Iteration 30Q: 3 clusters Score -1.857125e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -18571244.000000 Penalty: 5870.961914
	Iteration 31Q: 3 clusters Score -1.857124e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -18571274.000000 Penalty: 5870.961914
	Iteration 32Q: 3 clusters Score -1.857127e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -18571238.000000 Penalty: 5870.961914
	Iteration 33Q: 3 clusters Score -1.857124e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -18571218.000000 Penalty: 5870.961914
	Iteration 34Q: 3 clusters Score -1.857122e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -18571242.000000 Penalty: 5870.961914
	Iteration 35Q: 3 clusters Score -1.857124e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -18571178.000000 Penalty: 5870.961914
	Iteration 36Q: 3 clusters Score -1.857118e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -18571154.000000 Penalty: 5870.961914
	Iteration 37Q: 3 clusters Score -1.857115e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -18571152.000000 Penalty: 5870.961914
	Iteration 38Q: 3 clusters Score -1.857115e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -18571152.000000 Penalty: 5870.961914
	Iteration 39Q: 3 clusters Score -1.857115e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -18571096.000000 Penalty: 5870.961914
	Iteration 40F: 3 clusters Score -1.85711e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -18571080.000000 Penalty: 5870.961914
	Iteration 41Q: 3 clusters Score -1.857108e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -18571060.000000 Penalty: 5870.961914
	Iteration 42Q: 3 clusters Score -1.857106e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -18571044.000000 Penalty: 5870.961914
	Iteration 43Q: 3 clusters Score -1.857104e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -18571098.000000 Penalty: 5870.961914
	Iteration 44Q: 3 clusters Score -1.85711e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -18571148.000000 Penalty: 5870.961914
	Iteration 45Q: 3 clusters Score -1.857115e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -18571090.000000 Penalty: 5870.961914
	Iteration 46Q: 3 clusters Score -1.857109e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -18571090.000000 Penalty: 5870.961914
	Iteration 47Q: 3 clusters Score -1.857109e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -18571126.000000 Penalty: 5870.961914
	Iteration 48Q: 3 clusters Score -1.857113e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -18571106.000000 Penalty: 5870.961914
	Iteration 49Q: 3 clusters Score -1.857111e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -18571122.000000 Penalty: 5870.961914
	Iteration 50Q: 3 clusters Score -1.857112e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -18571160.000000 Penalty: 5870.961914
	Iteration 51Q: 3 clusters Score -1.857116e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -18571170.000000 Penalty: 5870.961914
	Iteration 52Q: 3 clusters Score -1.857117e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -18571180.000000 Penalty: 5870.961914
	Iteration 53Q: 3 clusters Score -1.857118e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -18571242.000000 Penalty: 5870.961914
	Iteration 54Q: 3 clusters Score -1.857124e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -18571252.000000 Penalty: 5870.961914
	Iteration 55Q: 3 clusters Score -1.857125e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -18571254.000000 Penalty: 5870.961914
	Iteration 56Q: 3 clusters Score -1.857125e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -18571298.000000 Penalty: 5870.961914
	Iteration 57Q: 3 clusters Score -1.85713e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -18571282.000000 Penalty: 5870.961914
	Iteration 58Q: 3 clusters Score -1.857128e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -18571320.000000 Penalty: 5870.961914
	Iteration 59Q: 3 clusters Score -1.857132e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -18571328.000000 Penalty: 5870.961914
	Iteration 60F: 3 clusters Score -1.857133e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
Score: -18571308.000000 Penalty: 5870.961914
	Iteration 61Q: 3 clusters Score -1.857131e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -18571370.000000 Penalty: 5870.961914
	Iteration 62Q: 3 clusters Score -1.857137e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -18571402.000000 Penalty: 5870.961914
	Iteration 63Q: 3 clusters Score -1.85714e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -18571476.000000 Penalty: 5870.961914
	Iteration 64Q: 3 clusters Score -1.857148e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -18571536.000000 Penalty: 5870.961914
	Iteration 65Q: 3 clusters Score -1.857154e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -18571532.000000 Penalty: 5870.961914
	Iteration 66Q: 3 clusters Score -1.857153e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -18571564.000000 Penalty: 5870.961914
	Iteration 67Q: 3 clusters Score -1.857156e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -18571570.000000 Penalty: 5870.961914
	Iteration 68Q: 3 clusters Score -1.857157e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -18571544.000000 Penalty: 5870.961914
	Iteration 69Q: 3 clusters Score -1.857154e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 102219 members 
Entering Unmasked Estep 
Score: -18571546.000000 Penalty: 5870.961914
	Iteration 70Q: 3 clusters Score -1.857155e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -18571540.000000 Penalty: 5870.961914
	Iteration 71Q: 3 clusters Score -1.857154e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -18571536.000000 Penalty: 5870.961914
	Iteration 72Q: 3 clusters Score -1.857154e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -18571576.000000 Penalty: 5870.961914
	Iteration 73Q: 3 clusters Score -1.857158e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -18571552.000000 Penalty: 5870.961914
	Iteration 74Q: 3 clusters Score -1.857155e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -18571566.000000 Penalty: 5870.961914
	Iteration 75Q: 3 clusters Score -1.857157e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 103708 members 
Entering Unmasked Estep 
Score: -18571606.000000 Penalty: 5870.961914
	Iteration 76Q: 3 clusters Score -1.857161e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -18571598.000000 Penalty: 5870.961914
	Iteration 77Q: 3 clusters Score -1.85716e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -18571612.000000 Penalty: 5870.961914
	Iteration 78Q: 3 clusters Score -1.857161e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -18571656.000000 Penalty: 5870.961914
	Iteration 79Q: 3 clusters Score -1.857166e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -18571654.000000 Penalty: 5870.961914
	Iteration 80F: 3 clusters Score -1.857165e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -18571686.000000 Penalty: 5870.961914
	Iteration 81Q: 3 clusters Score -1.857169e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -18571690.000000 Penalty: 5870.961914
	Iteration 82Q: 3 clusters Score -1.857169e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -18571650.000000 Penalty: 5870.961914
	Iteration 83Q: 3 clusters Score -1.857165e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -18571612.000000 Penalty: 5870.961914
	Iteration 84Q: 3 clusters Score -1.857161e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -18571624.000000 Penalty: 5870.961914
	Iteration 85Q: 3 clusters Score -1.857162e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -18571630.000000 Penalty: 5870.961914
	Iteration 86Q: 3 clusters Score -1.857163e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -18571632.000000 Penalty: 5870.961914
	Iteration 87Q: 3 clusters Score -1.857163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -18571608.000000 Penalty: 5870.961914
	Iteration 88Q: 3 clusters Score -1.857161e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -18571622.000000 Penalty: 5870.961914
	Iteration 89Q: 3 clusters Score -1.857162e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -18571622.000000 Penalty: 5870.961914
	Iteration 90Q: 3 clusters Score -1.857162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -18571632.000000 Penalty: 5870.961914
	Iteration 91Q: 3 clusters Score -1.857163e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -18571598.000000 Penalty: 5870.961914
	Iteration 92Q: 3 clusters Score -1.85716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -18571576.000000 Penalty: 5870.961914
	Iteration 93Q: 3 clusters Score -1.857158e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -18571604.000000 Penalty: 5870.961914
	Iteration 94Q: 3 clusters Score -1.85716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -18571582.000000 Penalty: 5870.961914
	Iteration 95Q: 3 clusters Score -1.857158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -18571574.000000 Penalty: 5870.961914
	Iteration 96Q: 3 clusters Score -1.857157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -18571572.000000 Penalty: 5870.961914
	Iteration 97Q: 3 clusters Score -1.857157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -18571586.000000 Penalty: 5870.961914
	Iteration 98Q: 3 clusters Score -1.857159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -18571572.000000 Penalty: 5870.961914
	Iteration 99Q: 3 clusters Score -1.857157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -18571542.000000 Penalty: 5870.961914
	Iteration 100F: 3 clusters Score -1.857154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 105948 members 
Entering Unmasked Estep 
Score: -18571568.000000 Penalty: 5870.961914
	Iteration 101Q: 3 clusters Score -1.857157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -18571548.000000 Penalty: 5870.961914
	Iteration 102Q: 3 clusters Score -1.857155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -18571542.000000 Penalty: 5870.961914
	Iteration 103Q: 3 clusters Score -1.857154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -18571538.000000 Penalty: 5870.961914
	Iteration 104Q: 3 clusters Score -1.857154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -18571534.000000 Penalty: 5870.961914
	Iteration 105Q: 3 clusters Score -1.857153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -18571542.000000 Penalty: 5870.961914
	Iteration 106Q: 3 clusters Score -1.857154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -18571548.000000 Penalty: 5870.961914
	Iteration 107Q: 3 clusters Score -1.857155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -18571550.000000 Penalty: 5870.961914
	Iteration 108Q: 3 clusters Score -1.857155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -18571548.000000 Penalty: 5870.961914
	Iteration 109Q: 3 clusters Score -1.857155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -18571554.000000 Penalty: 5870.961914
	Iteration 110Q: 3 clusters Score -1.857155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -18571544.000000 Penalty: 5870.961914
	Iteration 111Q: 3 clusters Score -1.857154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -18571538.000000 Penalty: 5870.961914
	Iteration 112Q: 3 clusters Score -1.857154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -18571538.000000 Penalty: 5870.961914
	Iteration 113F: 3 clusters Score -1.857154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -27283.888672 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -27283.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26161.755859 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -26161.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26407.447266 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -26407.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26592.322266 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -26592.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26820.027344 Penalty: 2848.529785
	Iteration 3F: 3 clusters Score -26820.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26978.078125 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -26978.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27037.048828 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -27037.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27067.998047 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -27068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27083.326172 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -27083.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27129.929688 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -27129.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27164.031250 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -27164.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27165.406250 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -27165.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27168.595703 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -27168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27169.488281 Penalty: 2848.529785
	Iteration 12Q: 3 clusters Score -27169.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27169.488281 Penalty: 2848.529785
	Iteration 13F: 3 clusters Score -27169.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -13745.089844 Penalty: 1185.222534
	Iteration 0F: 2 clusters Score -13745.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12886.428711 Penalty: 2370.445068
	Iteration 0F: 3 clusters Score -12886.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -65651.507812 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -65651.51 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 298 members 
Entering Unmasked Estep 
Score: -64121.230469 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -64121.23 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64481.132812 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -64481.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64630.882812 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -64630.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64816.441406 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -64816.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65041.277344 Penalty: 3169.559326
	Iteration 4F: 3 clusters Score -65041.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65147.789062 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -65147.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65232.765625 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -65232.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65295.164062 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -65295.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65340.332031 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -65340.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65371.667969 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -65371.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65410.902344 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -65410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65453.007812 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -65453.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65466.781250 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -65466.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65471.109375 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -65471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65473.667969 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -65473.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65479.273438 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -65479.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65479.273438 Penalty: 3169.559326
	Iteration 16F: 3 clusters Score -65479.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20513 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24221 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 46316 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 24382 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 139694 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 138222 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758144.000000 Penalty: 77813.773438
Iteration 159Q: 25 clusters Score -6.275814e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20514 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 24220 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 46317 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 24410 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31845 members 
Mstep: Class 15 contains 9504 members 
Mstep: Class 16 contains 139622 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 138181 members 
Mstep: Class 21 contains 313 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 595 members 
Mstep: Class 24 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758288.000000 Penalty: 77813.773438
Iteration 160F: 25 clusters Score -6.275829e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 20513 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 24222 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 46313 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31853 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 139557 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 138136 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758316.000000 Penalty: 77813.773438
Iteration 161Q: 25 clusters Score -6.275832e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20517 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 24225 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 46310 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 24456 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31863 members 
Mstep: Class 15 contains 9653 members 
Mstep: Class 16 contains 139479 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9291 members 
Mstep: Class 20 contains 138081 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 589 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758408.000000 Penalty: 77813.773438
Iteration 162Q: 25 clusters Score -6.275841e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20519 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 24222 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 46308 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 24471 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31867 members 
Mstep: Class 15 contains 9720 members 
Mstep: Class 16 contains 139409 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 138051 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758424.000000 Penalty: 77813.773438
Iteration 163Q: 25 clusters Score -6.275842e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20524 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 24225 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 46302 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 24481 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31871 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 139321 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9296 members 
Mstep: Class 20 contains 138031 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758392.000000 Penalty: 77813.773438
Iteration 164Q: 25 clusters Score -6.275839e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20530 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 24228 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 46295 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 24490 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31876 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 16 contains 139243 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9300 members 
Mstep: Class 20 contains 138006 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758352.000000 Penalty: 77813.773438
Iteration 165Q: 25 clusters Score -6.275835e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 20535 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 24226 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 46289 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 24503 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31876 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 139166 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 137984 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758356.000000 Penalty: 77813.773438
Iteration 166Q: 25 clusters Score -6.275836e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20539 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 24219 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 46291 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 24524 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31878 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 139087 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 137968 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758364.000000 Penalty: 77813.773438
Iteration 167Q: 25 clusters Score -6.275836e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24220 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 3511 members 
Mstep: Class 10 contains 46292 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 24542 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31884 members 
Mstep: Class 15 contains 10070 members 
Mstep: Class 16 contains 138997 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9303 members 
Mstep: Class 20 contains 137941 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758428.000000 Penalty: 77813.773438
Iteration 168Q: 25 clusters Score -6.275843e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20539 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24219 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 46287 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 24557 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31887 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 138892 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 20 contains 137936 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758372.000000 Penalty: 77813.773438
Iteration 169Q: 25 clusters Score -6.275837e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20537 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5719 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 24219 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 46283 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 24564 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31892 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 138783 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 137941 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758424.000000 Penalty: 77813.773438
Iteration 170Q: 25 clusters Score -6.275842e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 24213 members 
Mstep: Class 8 contains 5263 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 46276 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 24568 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31899 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 138706 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 137919 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758376.000000 Penalty: 77813.773438
Iteration 171Q: 25 clusters Score -6.275838e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 20539 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5710 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24209 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 46276 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 24579 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 138630 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 137887 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758344.000000 Penalty: 77813.773438
Iteration 172Q: 25 clusters Score -6.275834e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 20539 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 24209 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 46274 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 24588 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31912 members 
Mstep: Class 15 contains 10498 members 
Mstep: Class 16 contains 138544 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 137866 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758356.000000 Penalty: 77813.773438
Iteration 173Q: 25 clusters Score -6.275836e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20534 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24214 members 
Mstep: Class 8 contains 5287 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 46277 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 24596 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31917 members 
Mstep: Class 15 contains 10595 members 
Mstep: Class 16 contains 138434 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 137854 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758324.000000 Penalty: 77813.773438
Iteration 174Q: 25 clusters Score -6.275832e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 20532 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24212 members 
Mstep: Class 8 contains 5299 members 
Mstep: Class 9 contains 3503 members 
Mstep: Class 10 contains 46273 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 24608 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 10709 members 
Mstep: Class 16 contains 138322 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 137817 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758304.000000 Penalty: 77813.773438
Iteration 175Q: 25 clusters Score -6.27583e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 20530 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24215 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 46270 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 24616 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31937 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 138209 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9283 members 
Mstep: Class 20 contains 137774 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758192.000000 Penalty: 77813.773438
Iteration 176Q: 25 clusters Score -6.275819e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 20531 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 24212 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 46272 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 24619 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31944 members 
Mstep: Class 15 contains 10988 members 
Mstep: Class 16 contains 138083 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9282 members 
Mstep: Class 20 contains 137727 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758316.000000 Penalty: 77813.773438
Iteration 177Q: 25 clusters Score -6.275832e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20532 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 24204 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 46267 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 24627 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31949 members 
Mstep: Class 15 contains 11134 members 
Mstep: Class 16 contains 137979 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 137675 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758176.000000 Penalty: 77813.773438
Iteration 178Q: 25 clusters Score -6.275818e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 24199 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 46269 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 24643 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31952 members 
Mstep: Class 15 contains 11288 members 
Mstep: Class 16 contains 137833 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 137622 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758240.000000 Penalty: 77813.773438
Iteration 179Q: 25 clusters Score -6.275824e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20549 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 24194 members 
Mstep: Class 8 contains 5363 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 46267 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 24656 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31956 members 
Mstep: Class 15 contains 11460 members 
Mstep: Class 16 contains 137681 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 137555 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758256.000000 Penalty: 77813.773438
Iteration 180F: 25 clusters Score -6.275826e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 20558 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24184 members 
Mstep: Class 8 contains 5383 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 46259 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 24663 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 137532 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 137454 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758268.000000 Penalty: 77813.773438
Iteration 181Q: 25 clusters Score -6.275827e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 20564 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 24179 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 46255 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 24674 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 137362 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9303 members 
Mstep: Class 20 contains 137332 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758352.000000 Penalty: 77813.773438
Iteration 182Q: 25 clusters Score -6.275835e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 20569 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 24170 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 46244 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 24686 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31965 members 
Mstep: Class 15 contains 12198 members 
Mstep: Class 16 contains 137184 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 137211 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758268.000000 Penalty: 77813.773438
Iteration 183Q: 25 clusters Score -6.275827e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 20576 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 24166 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 46225 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 24695 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31974 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 136993 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 137097 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758276.000000 Penalty: 77813.773438
Iteration 184Q: 25 clusters Score -6.275828e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 20584 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 24166 members 
Mstep: Class 8 contains 5471 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 46213 members 
Mstep: Class 11 contains 2159 members 
Mstep: Class 12 contains 24714 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31977 members 
Mstep: Class 15 contains 12716 members 
Mstep: Class 16 contains 136808 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9318 members 
Mstep: Class 20 contains 136971 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758308.000000 Penalty: 77813.773438
Iteration 185Q: 25 clusters Score -6.275831e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20591 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24166 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 46195 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 24722 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31982 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 136638 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 136871 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758340.000000 Penalty: 77813.773438
Iteration 186Q: 25 clusters Score -6.275834e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 20595 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5694 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 24163 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 12 contains 24726 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 136443 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 136790 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758516.000000 Penalty: 77813.773438
Iteration 187Q: 25 clusters Score -6.275852e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 24160 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 3495 members 
Mstep: Class 10 contains 46163 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32007 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 136247 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 136674 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758452.000000 Penalty: 77813.773438
Iteration 188Q: 25 clusters Score -6.275845e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 20613 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24157 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 46160 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32021 members 
Mstep: Class 15 contains 13773 members 
Mstep: Class 16 contains 136049 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 136561 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758384.000000 Penalty: 77813.773438
Iteration 189Q: 25 clusters Score -6.275838e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 20626 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5686 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 24144 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 46157 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 24723 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32031 members 
Mstep: Class 15 contains 14042 members 
Mstep: Class 16 contains 135834 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 136465 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758508.000000 Penalty: 77813.773438
Iteration 190Q: 25 clusters Score -6.275851e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 20632 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24132 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 46145 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 24733 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32053 members 
Mstep: Class 15 contains 14325 members 
Mstep: Class 16 contains 135614 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9341 members 
Mstep: Class 20 contains 136364 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758540.000000 Penalty: 77813.773438
Iteration 191Q: 25 clusters Score -6.275854e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 20644 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5681 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 46124 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32074 members 
Mstep: Class 15 contains 14645 members 
Mstep: Class 16 contains 135406 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9349 members 
Mstep: Class 20 contains 136230 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758432.000000 Penalty: 77813.773438
Iteration 192Q: 25 clusters Score -6.275843e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 20653 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5678 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 24090 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 3483 members 
Mstep: Class 10 contains 46127 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32086 members 
Mstep: Class 15 contains 14990 members 
Mstep: Class 16 contains 135191 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 136079 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758504.000000 Penalty: 77813.773438
Iteration 193Q: 25 clusters Score -6.27585e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 20662 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 24076 members 
Mstep: Class 8 contains 5607 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 46123 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 24759 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32084 members 
Mstep: Class 15 contains 15326 members 
Mstep: Class 16 contains 134988 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 20 contains 135925 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758644.000000 Penalty: 77813.773438
Iteration 194Q: 25 clusters Score -6.275864e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 20667 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 24070 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 46117 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 24758 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32077 members 
Mstep: Class 15 contains 15684 members 
Mstep: Class 16 contains 134761 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 20 contains 135791 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758624.000000 Penalty: 77813.773438
Iteration 195Q: 25 clusters Score -6.275862e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 20676 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 24048 members 
Mstep: Class 8 contains 5642 members 
Mstep: Class 9 contains 3472 members 
Mstep: Class 10 contains 46114 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 24767 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32072 members 
Mstep: Class 15 contains 16071 members 
Mstep: Class 16 contains 134505 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9349 members 
Mstep: Class 20 contains 135653 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758736.000000 Penalty: 77813.773438
Iteration 196Q: 25 clusters Score -6.275874e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 20692 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5669 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 24036 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 24776 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32068 members 
Mstep: Class 15 contains 16492 members 
Mstep: Class 16 contains 134209 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 135528 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758704.000000 Penalty: 77813.773438
Iteration 197Q: 25 clusters Score -6.27587e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 20700 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 24027 members 
Mstep: Class 8 contains 5666 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 46092 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 24780 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32056 members 
Mstep: Class 15 contains 16978 members 
Mstep: Class 16 contains 133922 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 135358 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758808.000000 Penalty: 77813.773438
Iteration 198Q: 25 clusters Score -6.275881e+07 nChanged 844
Entering ConstructFrom: 
Score: -62758808.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -396333.656250 Penalty: 1997.206299
	Iteration 0F: 2 clusters Score -396333.7 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 1569 members 
Entering Unmasked Estep 
Score: -393009.500000 Penalty: 3994.412598
	Iteration 0F: 3 clusters Score -393009.5 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -393783.125000 Penalty: 3994.412598
	Iteration 1F: 3 clusters Score -393783.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -393966.468750 Penalty: 3994.412598
	Iteration 2F: 3 clusters Score -393966.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -394072.781250 Penalty: 3994.412598
	Iteration 3Q: 3 clusters Score -394072.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -394152.812500 Penalty: 3994.412598
	Iteration 4Q: 3 clusters Score -394152.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -394217.843750 Penalty: 3994.412598
	Iteration 5Q: 3 clusters Score -394217.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -394256.312500 Penalty: 3994.412598
	Iteration 6Q: 3 clusters Score -394256.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -394301.750000 Penalty: 3994.412598
	Iteration 7Q: 3 clusters Score -394301.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -394336.562500 Penalty: 3994.412598
	Iteration 8Q: 3 clusters Score -394336.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -394372.906250 Penalty: 3994.412598
	Iteration 9Q: 3 clusters Score -394372.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -394413.750000 Penalty: 3994.412598
	Iteration 10Q: 3 clusters Score -394413.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -394457.843750 Penalty: 3994.412598
	Iteration 11Q: 3 clusters Score -394457.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -394493.781250 Penalty: 3994.412598
	Iteration 12Q: 3 clusters Score -394493.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -394529.250000 Penalty: 3994.412598
	Iteration 13Q: 3 clusters Score -394529.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -394557.375000 Penalty: 3994.412598
	Iteration 14Q: 3 clusters Score -394557.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -394581.093750 Penalty: 3994.412598
	Iteration 15Q: 3 clusters Score -394581.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -394608.281250 Penalty: 3994.412598
	Iteration 16Q: 3 clusters Score -394608.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -394633.125000 Penalty: 3994.412598
	Iteration 17Q: 3 clusters Score -394633.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -394652.625000 Penalty: 3994.412598
	Iteration 18Q: 3 clusters Score -394652.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -394671.218750 Penalty: 3994.412598
	Iteration 19Q: 3 clusters Score -394671.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -394703.156250 Penalty: 3994.412598
	Iteration 20F: 3 clusters Score -394703.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -394735.062500 Penalty: 3994.412598
	Iteration 21Q: 3 clusters Score -394735.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -394762.125000 Penalty: 3994.412598
	Iteration 22Q: 3 clusters Score -394762.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -394780.218750 Penalty: 3994.412598
	Iteration 23Q: 3 clusters Score -394780.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -394795.812500 Penalty: 3994.412598
	Iteration 24Q: 3 clusters Score -394795.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -394809.437500 Penalty: 3994.412598
	Iteration 25Q: 3 clusters Score -394809.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -394820.906250 Penalty: 3994.412598
	Iteration 26Q: 3 clusters Score -394820.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -394830.343750 Penalty: 3994.412598
	Iteration 27Q: 3 clusters Score -394830.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -394838.968750 Penalty: 3994.412598
	Iteration 28Q: 3 clusters Score -394839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -394845.937500 Penalty: 3994.412598
	Iteration 29Q: 3 clusters Score -394845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -394853.531250 Penalty: 3994.412598
	Iteration 30Q: 3 clusters Score -394853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -394864.593750 Penalty: 3994.412598
	Iteration 31Q: 3 clusters Score -394864.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -394872.625000 Penalty: 3994.412598
	Iteration 32Q: 3 clusters Score -394872.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -394882.093750 Penalty: 3994.412598
	Iteration 33Q: 3 clusters Score -394882.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -394891.718750 Penalty: 3994.412598
	Iteration 34Q: 3 clusters Score -394891.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -394901.531250 Penalty: 3994.412598
	Iteration 35Q: 3 clusters Score -394901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -394907.718750 Penalty: 3994.412598
	Iteration 36Q: 3 clusters Score -394907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -394912.375000 Penalty: 3994.412598
	Iteration 37Q: 3 clusters Score -394912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -394918.093750 Penalty: 3994.412598
	Iteration 38Q: 3 clusters Score -394918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -394922.468750 Penalty: 3994.412598
	Iteration 39Q: 3 clusters Score -394922.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -394935.562500 Penalty: 3994.412598
	Iteration 40F: 3 clusters Score -394935.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -394945.281250 Penalty: 3994.412598
	Iteration 41Q: 3 clusters Score -394945.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -394959.843750 Penalty: 3994.412598
	Iteration 42Q: 3 clusters Score -394959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -394970.875000 Penalty: 3994.412598
	Iteration 43Q: 3 clusters Score -394970.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -394985.562500 Penalty: 3994.412598
	Iteration 44Q: 3 clusters Score -394985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -394990.718750 Penalty: 3994.412598
	Iteration 45Q: 3 clusters Score -394990.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -394998.843750 Penalty: 3994.412598
	Iteration 46Q: 3 clusters Score -394998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -395003.906250 Penalty: 3994.412598
	Iteration 47Q: 3 clusters Score -395003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -395007.843750 Penalty: 3994.412598
	Iteration 48Q: 3 clusters Score -395007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -395008.906250 Penalty: 3994.412598
	Iteration 49Q: 3 clusters Score -395008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -395009.500000 Penalty: 3994.412598
	Iteration 50Q: 3 clusters Score -395009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -395009.500000 Penalty: 3994.412598
	Iteration 51F: 3 clusters Score -395009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Entering Unmasked Estep 
Score: -2806051.750000 Penalty: 2464.752197
	Iteration 0F: 2 clusters Score -2806052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2791480.750000 Penalty: 4929.504395
	Iteration 0F: 3 clusters Score -2791481 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2796416.750000 Penalty: 4929.504395
	Iteration 1F: 3 clusters Score -2796417 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2796858.000000 Penalty: 4929.504395
	Iteration 2F: 3 clusters Score -2796858 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2797227.500000 Penalty: 4929.504395
	Iteration 3Q: 3 clusters Score -2797228 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2797543.750000 Penalty: 4929.504395
	Iteration 4Q: 3 clusters Score -2797544 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2797777.250000 Penalty: 4929.504395
	Iteration 5Q: 3 clusters Score -2797777 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2797998.750000 Penalty: 4929.504395
	Iteration 6Q: 3 clusters Score -2797999 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2798198.750000 Penalty: 4929.504395
	Iteration 7Q: 3 clusters Score -2798199 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2798391.500000 Penalty: 4929.504395
	Iteration 8Q: 3 clusters Score -2798392 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2798562.000000 Penalty: 4929.504395
	Iteration 9Q: 3 clusters Score -2798562 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2798729.500000 Penalty: 4929.504395
	Iteration 10Q: 3 clusters Score -2798730 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2798903.500000 Penalty: 4929.504395
	Iteration 11Q: 3 clusters Score -2798904 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2799105.000000 Penalty: 4929.504395
	Iteration 12Q: 3 clusters Score -2799105 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2799355.000000 Penalty: 4929.504395
	Iteration 13Q: 3 clusters Score -2799355 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2799629.000000 Penalty: 4929.504395
	Iteration 14Q: 3 clusters Score -2799629 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2799990.250000 Penalty: 4929.504395
	Iteration 15Q: 3 clusters Score -2799990 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2800443.750000 Penalty: 4929.504395
	Iteration 16Q: 3 clusters Score -2800444 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2800943.000000 Penalty: 4929.504395
	Iteration 17Q: 3 clusters Score -2800943 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2801529.750000 Penalty: 4929.504395
	Iteration 18Q: 3 clusters Score -2801530 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2801983.500000 Penalty: 4929.504395
	Iteration 19Q: 3 clusters Score -2801984 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2802366.000000 Penalty: 4929.504395
	Iteration 20F: 3 clusters Score -2802366 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2802759.750000 Penalty: 4929.504395
	Iteration 21Q: 3 clusters Score -2802760 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2803058.750000 Penalty: 4929.504395
	Iteration 22Q: 3 clusters Score -2803059 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2803321.000000 Penalty: 4929.504395
	Iteration 23Q: 3 clusters Score -2803321 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2803485.250000 Penalty: 4929.504395
	Iteration 24Q: 3 clusters Score -2803485 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2803607.500000 Penalty: 4929.504395
	Iteration 25Q: 3 clusters Score -2803608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2803664.500000 Penalty: 4929.504395
	Iteration 26Q: 3 clusters Score -2803664 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2803703.250000 Penalty: 4929.504395
	Iteration 27Q: 3 clusters Score -2803703 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2803744.000000 Penalty: 4929.504395
	Iteration 28Q: 3 clusters Score -2803744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2803760.250000 Penalty: 4929.504395
	Iteration 29Q: 3 clusters Score -2803760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2803768.750000 Penalty: 4929.504395
	Iteration 30Q: 3 clusters Score -2803769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2803770.250000 Penalty: 4929.504395
	Iteration 31Q: 3 clusters Score -2803770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2803771.500000 Penalty: 4929.504395
	Iteration 32Q: 3 clusters Score -2803772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2803780.750000 Penalty: 4929.504395
	Iteration 33Q: 3 clusters Score -2803781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2803784.500000 Penalty: 4929.504395
	Iteration 34Q: 3 clusters Score -2803784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2803788.750000 Penalty: 4929.504395
	Iteration 35Q: 3 clusters Score -2803789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2803790.000000 Penalty: 4929.504395
	Iteration 36Q: 3 clusters Score -2803790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2803791.750000 Penalty: 4929.504395
	Iteration 37Q: 3 clusters Score -2803792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2803797.250000 Penalty: 4929.504395
	Iteration 38Q: 3 clusters Score -2803797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2803799.500000 Penalty: 4929.504395
	Iteration 39Q: 3 clusters Score -2803800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2803801.500000 Penalty: 4929.504395
	Iteration 40F: 3 clusters Score -2803802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2803797.500000 Penalty: 4929.504395
	Iteration 41Q: 3 clusters Score -2803798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2803796.500000 Penalty: 4929.504395
	Iteration 42Q: 3 clusters Score -2803796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2803796.500000 Penalty: 4929.504395
	Iteration 43F: 3 clusters Score -2803796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24230.076172 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24230.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24366.402344 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24377.822266 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24377.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24387.050781 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24387.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24393.556641 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24393.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24400.353516 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24400.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24410.121094 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24410.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24410.121094 Penalty: 2695.126221
	Iteration 7F: 3 clusters Score -24410.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33859.015625 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33859.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34057.429688 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34057.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34256.683594 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34256.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34434.800781 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -34434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34492.343750 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34492.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34534.894531 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34534.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34573.289062 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -34573.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34644.214844 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -34644.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34704.941406 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -34704.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34722.527344 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -34722.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34739.992188 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -34739.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34767.386719 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -34767.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34774.035156 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -34774.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34788.113281 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -34788.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34798.035156 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -34798.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34813.730469 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -34813.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34858.445312 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -34858.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34883.617188 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -34883.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34923.644531 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -34923.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34941.777344 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -34941.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35007.781250 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -35007.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35089.589844 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -35089.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35141.199219 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -35141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35187.546875 Penalty: 2911.171387
	Iteration 23Q: 3 clusters Score -35187.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35195.394531 Penalty: 2911.171387
	Iteration 24Q: 3 clusters Score -35195.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35195.394531 Penalty: 2911.171387
	Iteration 25F: 3 clusters Score -35195.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -727407.750000 Penalty: 2143.231445
	Iteration 0F: 2 clusters Score -727407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -722497.000000 Penalty: 4286.462891
	Iteration 0F: 3 clusters Score -722497 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -723617.125000 Penalty: 4286.462891
	Iteration 1F: 3 clusters Score -723617.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -723834.187500 Penalty: 4286.462891
	Iteration 2F: 3 clusters Score -723834.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -723997.187500 Penalty: 4286.462891
	Iteration 3F: 3 clusters Score -723997.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -724132.312500 Penalty: 4286.462891
	Iteration 4Q: 3 clusters Score -724132.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -724243.687500 Penalty: 4286.462891
	Iteration 5Q: 3 clusters Score -724243.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -724399.187500 Penalty: 4286.462891
	Iteration 6Q: 3 clusters Score -724399.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -724577.000000 Penalty: 4286.462891
	Iteration 7Q: 3 clusters Score -724577 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -724786.500000 Penalty: 4286.462891
	Iteration 8Q: 3 clusters Score -724786.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -725006.250000 Penalty: 4286.462891
	Iteration 9Q: 3 clusters Score -725006.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -725251.437500 Penalty: 4286.462891
	Iteration 10Q: 3 clusters Score -725251.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -725459.625000 Penalty: 4286.462891
	Iteration 11Q: 3 clusters Score -725459.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -725626.750000 Penalty: 4286.462891
	Iteration 12Q: 3 clusters Score -725626.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -725751.750000 Penalty: 4286.462891
	Iteration 13Q: 3 clusters Score -725751.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -725840.750000 Penalty: 4286.462891
	Iteration 14Q: 3 clusters Score -725840.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -725907.437500 Penalty: 4286.462891
	Iteration 15Q: 3 clusters Score -725907.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -725978.250000 Penalty: 4286.462891
	Iteration 16Q: 3 clusters Score -725978.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -726038.312500 Penalty: 4286.462891
	Iteration 17Q: 3 clusters Score -726038.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -726079.062500 Penalty: 4286.462891
	Iteration 18Q: 3 clusters Score -726079.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -726105.687500 Penalty: 4286.462891
	Iteration 19Q: 3 clusters Score -726105.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -726120.062500 Penalty: 4286.462891
	Iteration 20F: 3 clusters Score -726120.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -726132.000000 Penalty: 4286.462891
	Iteration 21Q: 3 clusters Score -726132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -726138.687500 Penalty: 4286.462891
	Iteration 22Q: 3 clusters Score -726138.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -726148.812500 Penalty: 4286.462891
	Iteration 23Q: 3 clusters Score -726148.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -726158.562500 Penalty: 4286.462891
	Iteration 24Q: 3 clusters Score -726158.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -726166.437500 Penalty: 4286.462891
	Iteration 25Q: 3 clusters Score -726166.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -726172.000000 Penalty: 4286.462891
	Iteration 26Q: 3 clusters Score -726172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -726175.187500 Penalty: 4286.462891
	Iteration 27Q: 3 clusters Score -726175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -726179.000000 Penalty: 4286.462891
	Iteration 28Q: 3 clusters Score -726179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -726182.250000 Penalty: 4286.462891
	Iteration 29Q: 3 clusters Score -726182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -726184.812500 Penalty: 4286.462891
	Iteration 30Q: 3 clusters Score -726184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -726185.312500 Penalty: 4286.462891
	Iteration 31Q: 3 clusters Score -726185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -726185.500000 Penalty: 4286.462891
	Iteration 32Q: 3 clusters Score -726185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -726186.437500 Penalty: 4286.462891
	Iteration 33Q: 3 clusters Score -726186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -726186.812500 Penalty: 4286.462891
	Iteration 34Q: 3 clusters Score -726186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -726186.687500 Penalty: 4286.462891
	Iteration 35Q: 3 clusters Score -726186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -726187.062500 Penalty: 4286.462891
	Iteration 36Q: 3 clusters Score -726187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -726187.062500 Penalty: 4286.462891
	Iteration 37F: 3 clusters Score -726187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -780553.125000 Penalty: 2157.355713
	Iteration 0F: 2 clusters Score -780553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -775365.375000 Penalty: 4314.711426
	Iteration 0F: 3 clusters Score -775365.4 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -776781.875000 Penalty: 4314.711426
	Iteration 1F: 3 clusters Score -776781.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -777374.687500 Penalty: 4314.711426
	Iteration 2F: 3 clusters Score -777374.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -778065.937500 Penalty: 4314.711426
	Iteration 3F: 3 clusters Score -778065.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -778726.562500 Penalty: 4314.711426
	Iteration 4F: 3 clusters Score -778726.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -779201.250000 Penalty: 4314.711426
	Iteration 5F: 3 clusters Score -779201.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -779487.937500 Penalty: 4314.711426
	Iteration 6F: 3 clusters Score -779487.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -779662.437500 Penalty: 4314.711426
	Iteration 7Q: 3 clusters Score -779662.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -779760.937500 Penalty: 4314.711426
	Iteration 8Q: 3 clusters Score -779760.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -779833.125000 Penalty: 4314.711426
	Iteration 9Q: 3 clusters Score -779833.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -779891.500000 Penalty: 4314.711426
	Iteration 10Q: 3 clusters Score -779891.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -779934.250000 Penalty: 4314.711426
	Iteration 11Q: 3 clusters Score -779934.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -779976.437500 Penalty: 4314.711426
	Iteration 12Q: 3 clusters Score -779976.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -780011.812500 Penalty: 4314.711426
	Iteration 13Q: 3 clusters Score -780011.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -780042.750000 Penalty: 4314.711426
	Iteration 14Q: 3 clusters Score -780042.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -780071.687500 Penalty: 4314.711426
	Iteration 15Q: 3 clusters Score -780071.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -780093.937500 Penalty: 4314.711426
	Iteration 16Q: 3 clusters Score -780093.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -780112.687500 Penalty: 4314.711426
	Iteration 17Q: 3 clusters Score -780112.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -780127.750000 Penalty: 4314.711426
	Iteration 18Q: 3 clusters Score -780127.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -780143.000000 Penalty: 4314.711426
	Iteration 19Q: 3 clusters Score -780143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -780158.437500 Penalty: 4314.711426
	Iteration 20F: 3 clusters Score -780158.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -780166.562500 Penalty: 4314.711426
	Iteration 21Q: 3 clusters Score -780166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -780174.000000 Penalty: 4314.711426
	Iteration 22Q: 3 clusters Score -780174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -780178.187500 Penalty: 4314.711426
	Iteration 23Q: 3 clusters Score -780178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -780182.812500 Penalty: 4314.711426
	Iteration 24Q: 3 clusters Score -780182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -780184.000000 Penalty: 4314.711426
	Iteration 25Q: 3 clusters Score -780184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -780187.750000 Penalty: 4314.711426
	Iteration 26Q: 3 clusters Score -780187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -780190.125000 Penalty: 4314.711426
	Iteration 27Q: 3 clusters Score -780190.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -780197.250000 Penalty: 4314.711426
	Iteration 28Q: 3 clusters Score -780197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -780199.937500 Penalty: 4314.711426
	Iteration 29Q: 3 clusters Score -780199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -780200.625000 Penalty: 4314.711426
	Iteration 30Q: 3 clusters Score -780200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -780203.125000 Penalty: 4314.711426
	Iteration 31Q: 3 clusters Score -780203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -780202.250000 Penalty: 4314.711426
	Iteration 32Q: 3 clusters Score -780202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -780202.250000 Penalty: 4314.711426
	Iteration 33F: 3 clusters Score -780202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -3262153.750000 Penalty: 2501.373535
	Iteration 0F: 2 clusters Score -3262154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3245416.500000 Penalty: 5002.747070
	Iteration 0F: 3 clusters Score -3245416 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3251244.500000 Penalty: 5002.747070
	Iteration 1F: 3 clusters Score -3251244 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3251751.750000 Penalty: 5002.747070
	Iteration 2F: 3 clusters Score -3251752 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3252217.000000 Penalty: 5002.747070
	Iteration 3Q: 3 clusters Score -3252217 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3252708.500000 Penalty: 5002.747070
	Iteration 4Q: 3 clusters Score -3252708 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3253241.500000 Penalty: 5002.747070
	Iteration 5Q: 3 clusters Score -3253242 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3253963.250000 Penalty: 5002.747070
	Iteration 6F: 3 clusters Score -3253963 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3254918.250000 Penalty: 5002.747070
	Iteration 7F: 3 clusters Score -3254918 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3255998.750000 Penalty: 5002.747070
	Iteration 8F: 3 clusters Score -3255999 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3257147.500000 Penalty: 5002.747070
	Iteration 9F: 3 clusters Score -3257148 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3258080.500000 Penalty: 5002.747070
	Iteration 10Q: 3 clusters Score -3258080 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3258832.250000 Penalty: 5002.747070
	Iteration 11Q: 3 clusters Score -3258832 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3259351.000000 Penalty: 5002.747070
	Iteration 12Q: 3 clusters Score -3259351 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3259659.250000 Penalty: 5002.747070
	Iteration 13Q: 3 clusters Score -3259659 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3259856.000000 Penalty: 5002.747070
	Iteration 14Q: 3 clusters Score -3259856 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3259960.250000 Penalty: 5002.747070
	Iteration 15Q: 3 clusters Score -3259960 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3260035.000000 Penalty: 5002.747070
	Iteration 16Q: 3 clusters Score -3260035 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3260093.250000 Penalty: 5002.747070
	Iteration 17Q: 3 clusters Score -3260093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3260131.250000 Penalty: 5002.747070
	Iteration 18Q: 3 clusters Score -3260131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3260161.250000 Penalty: 5002.747070
	Iteration 19Q: 3 clusters Score -3260161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3260187.500000 Penalty: 5002.747070
	Iteration 20F: 3 clusters Score -3260188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3260208.750000 Penalty: 5002.747070
	Iteration 21Q: 3 clusters Score -3260209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3260225.000000 Penalty: 5002.747070
	Iteration 22Q: 3 clusters Score -3260225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3260216.250000 Penalty: 5002.747070
	Iteration 23Q: 3 clusters Score -3260216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3260226.750000 Penalty: 5002.747070
	Iteration 24Q: 3 clusters Score -3260227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3260231.500000 Penalty: 5002.747070
	Iteration 25Q: 3 clusters Score -3260232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3260242.250000 Penalty: 5002.747070
	Iteration 26Q: 3 clusters Score -3260242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3260252.250000 Penalty: 5002.747070
	Iteration 27Q: 3 clusters Score -3260252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3260253.500000 Penalty: 5002.747070
	Iteration 28Q: 3 clusters Score -3260254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3260265.250000 Penalty: 5002.747070
	Iteration 29Q: 3 clusters Score -3260265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3260265.000000 Penalty: 5002.747070
	Iteration 30Q: 3 clusters Score -3260265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3260268.000000 Penalty: 5002.747070
	Iteration 31Q: 3 clusters Score -3260268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3260272.500000 Penalty: 5002.747070
	Iteration 32Q: 3 clusters Score -3260272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3260271.250000 Penalty: 5002.747070
	Iteration 33Q: 3 clusters Score -3260271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3260269.250000 Penalty: 5002.747070
	Iteration 34Q: 3 clusters Score -3260269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3260269.750000 Penalty: 5002.747070
	Iteration 35Q: 3 clusters Score -3260270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3260269.250000 Penalty: 5002.747070
	Iteration 36Q: 3 clusters Score -3260269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3260272.000000 Penalty: 5002.747070
	Iteration 37Q: 3 clusters Score -3260272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3260267.500000 Penalty: 5002.747070
	Iteration 38Q: 3 clusters Score -3260268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3260269.000000 Penalty: 5002.747070
	Iteration 39Q: 3 clusters Score -3260269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3260269.000000 Penalty: 5002.747070
	Iteration 40F: 3 clusters Score -3260269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -764933.125000 Penalty: 2143.625244
	Iteration 0F: 2 clusters Score -764933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -760023.125000 Penalty: 4287.250488
	Iteration 0F: 3 clusters Score -760023.1 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -761310.687500 Penalty: 4287.250488
	Iteration 1F: 3 clusters Score -761310.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -761544.250000 Penalty: 4287.250488
	Iteration 2F: 3 clusters Score -761544.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -761718.062500 Penalty: 4287.250488
	Iteration 3Q: 3 clusters Score -761718.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -761840.875000 Penalty: 4287.250488
	Iteration 4Q: 3 clusters Score -761840.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -761928.500000 Penalty: 4287.250488
	Iteration 5Q: 3 clusters Score -761928.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -762021.312500 Penalty: 4287.250488
	Iteration 6Q: 3 clusters Score -762021.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -762112.312500 Penalty: 4287.250488
	Iteration 7Q: 3 clusters Score -762112.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -762192.062500 Penalty: 4287.250488
	Iteration 8Q: 3 clusters Score -762192.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -762261.937500 Penalty: 4287.250488
	Iteration 9Q: 3 clusters Score -762261.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -762331.000000 Penalty: 4287.250488
	Iteration 10Q: 3 clusters Score -762331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -762399.062500 Penalty: 4287.250488
	Iteration 11Q: 3 clusters Score -762399.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -762460.062500 Penalty: 4287.250488
	Iteration 12Q: 3 clusters Score -762460.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -762513.125000 Penalty: 4287.250488
	Iteration 13Q: 3 clusters Score -762513.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -762559.062500 Penalty: 4287.250488
	Iteration 14Q: 3 clusters Score -762559.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -762604.187500 Penalty: 4287.250488
	Iteration 15Q: 3 clusters Score -762604.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -762661.375000 Penalty: 4287.250488
	Iteration 16Q: 3 clusters Score -762661.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -762720.625000 Penalty: 4287.250488
	Iteration 17Q: 3 clusters Score -762720.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -762776.750000 Penalty: 4287.250488
	Iteration 18Q: 3 clusters Score -762776.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -762818.250000 Penalty: 4287.250488
	Iteration 19Q: 3 clusters Score -762818.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -762846.437500 Penalty: 4287.250488
	Iteration 20F: 3 clusters Score -762846.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -762869.750000 Penalty: 4287.250488
	Iteration 21Q: 3 clusters Score -762869.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -762885.812500 Penalty: 4287.250488
	Iteration 22Q: 3 clusters Score -762885.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -762898.312500 Penalty: 4287.250488
	Iteration 23Q: 3 clusters Score -762898.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -762909.875000 Penalty: 4287.250488
	Iteration 24Q: 3 clusters Score -762909.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -762922.187500 Penalty: 4287.250488
	Iteration 25Q: 3 clusters Score -762922.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -762933.000000 Penalty: 4287.250488
	Iteration 26Q: 3 clusters Score -762933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -762939.062500 Penalty: 4287.250488
	Iteration 27Q: 3 clusters Score -762939.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -762947.812500 Penalty: 4287.250488
	Iteration 28Q: 3 clusters Score -762947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -762951.812500 Penalty: 4287.250488
	Iteration 29Q: 3 clusters Score -762951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -762954.250000 Penalty: 4287.250488
	Iteration 30Q: 3 clusters Score -762954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -762955.812500 Penalty: 4287.250488
	Iteration 31Q: 3 clusters Score -762955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -762960.187500 Penalty: 4287.250488
	Iteration 32Q: 3 clusters Score -762960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -762961.562500 Penalty: 4287.250488
	Iteration 33Q: 3 clusters Score -762961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -762965.937500 Penalty: 4287.250488
	Iteration 34Q: 3 clusters Score -762965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -762969.375000 Penalty: 4287.250488
	Iteration 35Q: 3 clusters Score -762969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -762973.500000 Penalty: 4287.250488
	Iteration 36Q: 3 clusters Score -762973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -762977.125000 Penalty: 4287.250488
	Iteration 37Q: 3 clusters Score -762977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -762978.812500 Penalty: 4287.250488
	Iteration 38Q: 3 clusters Score -762978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -762982.625000 Penalty: 4287.250488
	Iteration 39Q: 3 clusters Score -762982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -762988.000000 Penalty: 4287.250488
	Iteration 40F: 3 clusters Score -762988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -762993.687500 Penalty: 4287.250488
	Iteration 41Q: 3 clusters Score -762993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -762997.562500 Penalty: 4287.250488
	Iteration 42Q: 3 clusters Score -762997.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -763002.937500 Penalty: 4287.250488
	Iteration 43Q: 3 clusters Score -763002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -763005.062500 Penalty: 4287.250488
	Iteration 44Q: 3 clusters Score -763005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -763007.812500 Penalty: 4287.250488
	Iteration 45Q: 3 clusters Score -763007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -763009.187500 Penalty: 4287.250488
	Iteration 46Q: 3 clusters Score -763009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -763011.437500 Penalty: 4287.250488
	Iteration 47Q: 3 clusters Score -763011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -763010.187500 Penalty: 4287.250488
	Iteration 48Q: 3 clusters Score -763010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -763010.937500 Penalty: 4287.250488
	Iteration 49Q: 3 clusters Score -763010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -763009.625000 Penalty: 4287.250488
	Iteration 50Q: 3 clusters Score -763009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -763009.625000 Penalty: 4287.250488
	Iteration 51F: 3 clusters Score -763009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -455320.656250 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -455320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -451779.500000 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -451779.5 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -452530.500000 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -452530.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -452743.656250 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -452743.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -452879.156250 Penalty: 4041.198242
	Iteration 3F: 3 clusters Score -452879.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -452978.375000 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -452978.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -453064.687500 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -453064.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -453147.062500 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -453147.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -453204.718750 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -453204.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -453247.937500 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -453247.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -453292.750000 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -453292.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -453333.187500 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -453333.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -453365.750000 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -453365.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -453399.062500 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -453399.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -453424.562500 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -453424.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -453451.000000 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -453451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -453470.937500 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -453470.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -453487.375000 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -453487.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -453510.312500 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -453510.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -453526.937500 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -453526.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -453534.625000 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -453534.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -453543.375000 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -453543.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -453551.625000 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -453551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -453562.312500 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -453562.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -453571.968750 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -453572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -453578.406250 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -453578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -453585.812500 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -453585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -453589.843750 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -453589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -453595.062500 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -453595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -453600.000000 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -453600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -453606.656250 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -453606.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -453619.468750 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -453619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -453627.062500 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -453627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -453629.031250 Penalty: 4041.198242
	Iteration 32Q: 3 clusters Score -453629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -453632.093750 Penalty: 4041.198242
	Iteration 33Q: 3 clusters Score -453632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -453634.062500 Penalty: 4041.198242
	Iteration 34Q: 3 clusters Score -453634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -453635.375000 Penalty: 4041.198242
	Iteration 35Q: 3 clusters Score -453635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -453636.312500 Penalty: 4041.198242
	Iteration 36Q: 3 clusters Score -453636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -453637.437500 Penalty: 4041.198242
	Iteration 37Q: 3 clusters Score -453637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -453637.687500 Penalty: 4041.198242
	Iteration 38Q: 3 clusters Score -453637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -453637.687500 Penalty: 4041.198242
	Iteration 39F: 3 clusters Score -453637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Entering Unmasked Estep 
Score: -6062194.500000 Penalty: 2662.938721
	Iteration 0F: 2 clusters Score -6062194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -6031170.500000 Penalty: 5325.877441
	Iteration 0F: 3 clusters Score -6031170 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -6042791.500000 Penalty: 5325.877441
	Iteration 1F: 3 clusters Score -6042792 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6043340.000000 Penalty: 5325.877441
	Iteration 2Q: 3 clusters Score -6043340 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -6043878.500000 Penalty: 5325.877441
	Iteration 3Q: 3 clusters Score -6043878 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -6044458.000000 Penalty: 5325.877441
	Iteration 4Q: 3 clusters Score -6044458 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -6045235.000000 Penalty: 5325.877441
	Iteration 5Q: 3 clusters Score -6045235 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -6046176.000000 Penalty: 5325.877441
	Iteration 6Q: 3 clusters Score -6046176 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6047308.500000 Penalty: 5325.877441
	Iteration 7Q: 3 clusters Score -6047308 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -6048747.000000 Penalty: 5325.877441
	Iteration 8F: 3 clusters Score -6048747 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -6050413.500000 Penalty: 5325.877441
	Iteration 9F: 3 clusters Score -6050414 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6051975.000000 Penalty: 5325.877441
	Iteration 10Q: 3 clusters Score -6051975 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -6053338.500000 Penalty: 5325.877441
	Iteration 11Q: 3 clusters Score -6053338 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6054278.500000 Penalty: 5325.877441
	Iteration 12Q: 3 clusters Score -6054278 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -6054963.500000 Penalty: 5325.877441
	Iteration 13Q: 3 clusters Score -6054964 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -6055552.500000 Penalty: 5325.877441
	Iteration 14Q: 3 clusters Score -6055552 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -6056080.500000 Penalty: 5325.877441
	Iteration 15Q: 3 clusters Score -6056080 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -6056592.500000 Penalty: 5325.877441
	Iteration 16Q: 3 clusters Score -6056592 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -6057073.500000 Penalty: 5325.877441
	Iteration 17Q: 3 clusters Score -6057074 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -6057519.000000 Penalty: 5325.877441
	Iteration 18Q: 3 clusters Score -6057519 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -6057958.500000 Penalty: 5325.877441
	Iteration 19Q: 3 clusters Score -6057958 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -6058383.500000 Penalty: 5325.877441
	Iteration 20F: 3 clusters Score -6058384 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -6058680.500000 Penalty: 5325.877441
	Iteration 21Q: 3 clusters Score -6058680 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -6058957.000000 Penalty: 5325.877441
	Iteration 22Q: 3 clusters Score -6058957 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -6059184.000000 Penalty: 5325.877441
	Iteration 23Q: 3 clusters Score -6059184 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -6059392.500000 Penalty: 5325.877441
	Iteration 24Q: 3 clusters Score -6059392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6059522.500000 Penalty: 5325.877441
	Iteration 25Q: 3 clusters Score -6059522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -6059594.000000 Penalty: 5325.877441
	Iteration 26Q: 3 clusters Score -6059594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -6059646.000000 Penalty: 5325.877441
	Iteration 27Q: 3 clusters Score -6059646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6059702.500000 Penalty: 5325.877441
	Iteration 28Q: 3 clusters Score -6059702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6059758.000000 Penalty: 5325.877441
	Iteration 29Q: 3 clusters Score -6059758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -6059785.000000 Penalty: 5325.877441
	Iteration 30Q: 3 clusters Score -6059785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6059809.500000 Penalty: 5325.877441
	Iteration 31Q: 3 clusters Score -6059810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -6059831.000000 Penalty: 5325.877441
	Iteration 32Q: 3 clusters Score -6059831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -6059852.000000 Penalty: 5325.877441
	Iteration 33Q: 3 clusters Score -6059852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6059863.000000 Penalty: 5325.877441
	Iteration 34Q: 3 clusters Score -6059863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -6059880.000000 Penalty: 5325.877441
	Iteration 35Q: 3 clusters Score -6059880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -6059884.500000 Penalty: 5325.877441
	Iteration 36Q: 3 clusters Score -6059884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -6059882.000000 Penalty: 5325.877441
	Iteration 37Q: 3 clusters Score -6059882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -6059882.000000 Penalty: 5325.877441
	Iteration 38Q: 3 clusters Score -6059882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -6059885.500000 Penalty: 5325.877441
	Iteration 39Q: 3 clusters Score -6059886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -6059884.000000 Penalty: 5325.877441
	Iteration 40F: 3 clusters Score -6059884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -6059887.000000 Penalty: 5325.877441
	Iteration 41Q: 3 clusters Score -6059887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6059887.500000 Penalty: 5325.877441
	Iteration 42Q: 3 clusters Score -6059888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6059890.000000 Penalty: 5325.877441
	Iteration 43Q: 3 clusters Score -6059890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -6059889.000000 Penalty: 5325.877441
	Iteration 44Q: 3 clusters Score -6059889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -6059887.000000 Penalty: 5325.877441
	Iteration 45Q: 3 clusters Score -6059887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -6059891.000000 Penalty: 5325.877441
	Iteration 46Q: 3 clusters Score -6059891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -6059897.500000 Penalty: 5325.877441
	Iteration 47Q: 3 clusters Score -6059898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -6059894.000000 Penalty: 5325.877441
	Iteration 48Q: 3 clusters Score -6059894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6059899.500000 Penalty: 5325.877441
	Iteration 49Q: 3 clusters Score -6059900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -6059902.000000 Penalty: 5325.877441
	Iteration 50Q: 3 clusters Score -6059902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6059904.500000 Penalty: 5325.877441
	Iteration 51Q: 3 clusters Score -6059904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -6059917.500000 Penalty: 5325.877441
	Iteration 52Q: 3 clusters Score -6059918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -6059921.000000 Penalty: 5325.877441
	Iteration 53Q: 3 clusters Score -6059921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -6059923.000000 Penalty: 5325.877441
	Iteration 54Q: 3 clusters Score -6059923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -6059923.000000 Penalty: 5325.877441
	Iteration 55F: 3 clusters Score -6059923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -300733.218750 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -300733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -297981.875000 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -297981.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298524.875000 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -298524.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -298686.343750 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -298686.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -298773.781250 Penalty: 3823.148926
	Iteration 3Q: 3 clusters Score -298773.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -298818.625000 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -298818.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -298861.562500 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -298861.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -298899.531250 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -298899.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -298924.562500 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -298924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -298950.968750 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -298951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -298969.375000 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -298969.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -298990.468750 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -298990.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -299011.437500 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -299011.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -299038.281250 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -299038.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -299064.062500 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -299064.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -299084.843750 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -299084.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -299102.250000 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -299102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -299120.562500 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -299120.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -299131.781250 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -299131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -299143.625000 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -299143.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -299155.406250 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -299155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -299164.562500 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -299164.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -299177.500000 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -299177.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -299192.843750 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -299192.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -299210.968750 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -299211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -299224.437500 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -299224.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -299238.437500 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -299238.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -299249.031250 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -299249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -299266.093750 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -299266.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -299277.968750 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -299278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -299287.218750 Penalty: 3823.148926
	Iteration 29Q: 3 clusters Score -299287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -299294.843750 Penalty: 3823.148926
	Iteration 30Q: 3 clusters Score -299294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -299300.718750 Penalty: 3823.148926
	Iteration 31Q: 3 clusters Score -299300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -299304.531250 Penalty: 3823.148926
	Iteration 32Q: 3 clusters Score -299304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -299307.656250 Penalty: 3823.148926
	Iteration 33Q: 3 clusters Score -299307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299312.062500 Penalty: 3823.148926
	Iteration 34Q: 3 clusters Score -299312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -299315.250000 Penalty: 3823.148926
	Iteration 35Q: 3 clusters Score -299315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -299319.062500 Penalty: 3823.148926
	Iteration 36Q: 3 clusters Score -299319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -299323.062500 Penalty: 3823.148926
	Iteration 37Q: 3 clusters Score -299323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -299325.687500 Penalty: 3823.148926
	Iteration 38Q: 3 clusters Score -299325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -299327.906250 Penalty: 3823.148926
	Iteration 39Q: 3 clusters Score -299327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -299328.875000 Penalty: 3823.148926
	Iteration 40F: 3 clusters Score -299328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -299331.593750 Penalty: 3823.148926
	Iteration 41Q: 3 clusters Score -299331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299335.593750 Penalty: 3823.148926
	Iteration 42Q: 3 clusters Score -299335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -299340.625000 Penalty: 3823.148926
	Iteration 43Q: 3 clusters Score -299340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -299345.687500 Penalty: 3823.148926
	Iteration 44Q: 3 clusters Score -299345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -299347.906250 Penalty: 3823.148926
	Iteration 45Q: 3 clusters Score -299347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -299352.281250 Penalty: 3823.148926
	Iteration 46Q: 3 clusters Score -299352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -299357.000000 Penalty: 3823.148926
	Iteration 47Q: 3 clusters Score -299357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299359.531250 Penalty: 3823.148926
	Iteration 48Q: 3 clusters Score -299359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -299362.843750 Penalty: 3823.148926
	Iteration 49Q: 3 clusters Score -299362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -299365.375000 Penalty: 3823.148926
	Iteration 50Q: 3 clusters Score -299365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -299365.406250 Penalty: 3823.148926
	Iteration 51Q: 3 clusters Score -299365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -299365.406250 Penalty: 3823.148926
	Iteration 52F: 3 clusters Score -299365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Entering Unmasked Estep 
Score: -3343203.000000 Penalty: 2509.222412
	Iteration 0F: 2 clusters Score -3343203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3325951.000000 Penalty: 5018.444824
	Iteration 0F: 3 clusters Score -3325951 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3331980.500000 Penalty: 5018.444824
	Iteration 1F: 3 clusters Score -3331980 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3332375.000000 Penalty: 5018.444824
	Iteration 2Q: 3 clusters Score -3332375 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3332675.750000 Penalty: 5018.444824
	Iteration 3Q: 3 clusters Score -3332676 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3332911.250000 Penalty: 5018.444824
	Iteration 4Q: 3 clusters Score -3332911 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3333124.750000 Penalty: 5018.444824
	Iteration 5Q: 3 clusters Score -3333125 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3333295.000000 Penalty: 5018.444824
	Iteration 6Q: 3 clusters Score -3333295 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3333483.000000 Penalty: 5018.444824
	Iteration 7Q: 3 clusters Score -3333483 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3333682.250000 Penalty: 5018.444824
	Iteration 8Q: 3 clusters Score -3333682 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3333867.500000 Penalty: 5018.444824
	Iteration 9Q: 3 clusters Score -3333868 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3334131.000000 Penalty: 5018.444824
	Iteration 10Q: 3 clusters Score -3334131 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3334476.500000 Penalty: 5018.444824
	Iteration 11Q: 3 clusters Score -3334476 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3334923.000000 Penalty: 5018.444824
	Iteration 12Q: 3 clusters Score -3334923 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3335470.750000 Penalty: 5018.444824
	Iteration 13Q: 3 clusters Score -3335471 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3336160.250000 Penalty: 5018.444824
	Iteration 14Q: 3 clusters Score -3336160 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3337020.250000 Penalty: 5018.444824
	Iteration 15Q: 3 clusters Score -3337020 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3337925.500000 Penalty: 5018.444824
	Iteration 16Q: 3 clusters Score -3337926 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3338815.750000 Penalty: 5018.444824
	Iteration 17Q: 3 clusters Score -3338816 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3339583.000000 Penalty: 5018.444824
	Iteration 18Q: 3 clusters Score -3339583 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3340176.250000 Penalty: 5018.444824
	Iteration 19Q: 3 clusters Score -3340176 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3340540.000000 Penalty: 5018.444824
	Iteration 20F: 3 clusters Score -3340540 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3340770.000000 Penalty: 5018.444824
	Iteration 21Q: 3 clusters Score -3340770 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3340890.500000 Penalty: 5018.444824
	Iteration 22Q: 3 clusters Score -3340890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3340969.500000 Penalty: 5018.444824
	Iteration 23Q: 3 clusters Score -3340970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3341024.500000 Penalty: 5018.444824
	Iteration 24Q: 3 clusters Score -3341024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3341059.500000 Penalty: 5018.444824
	Iteration 25Q: 3 clusters Score -3341060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3341084.500000 Penalty: 5018.444824
	Iteration 26Q: 3 clusters Score -3341084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3341101.500000 Penalty: 5018.444824
	Iteration 27Q: 3 clusters Score -3341102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3341113.500000 Penalty: 5018.444824
	Iteration 28Q: 3 clusters Score -3341114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3341119.750000 Penalty: 5018.444824
	Iteration 29Q: 3 clusters Score -3341120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3341125.750000 Penalty: 5018.444824
	Iteration 30Q: 3 clusters Score -3341126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3341130.500000 Penalty: 5018.444824
	Iteration 31Q: 3 clusters Score -3341130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3341135.000000 Penalty: 5018.444824
	Iteration 32Q: 3 clusters Score -3341135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3341138.500000 Penalty: 5018.444824
	Iteration 33Q: 3 clusters Score -3341138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3341140.500000 Penalty: 5018.444824
	Iteration 34Q: 3 clusters Score -3341140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3341142.250000 Penalty: 5018.444824
	Iteration 35Q: 3 clusters Score -3341142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3341143.500000 Penalty: 5018.444824
	Iteration 36Q: 3 clusters Score -3341144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3341147.250000 Penalty: 5018.444824
	Iteration 37Q: 3 clusters Score -3341147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3341147.250000 Penalty: 5018.444824
	Iteration 38F: 3 clusters Score -3341147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -83439.914062 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -83439.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81847.500000 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -81847.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82301.546875 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -82301.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82595.476562 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -82595.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82832.718750 Penalty: 3258.462646
	Iteration 3F: 3 clusters Score -82832.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82992.195312 Penalty: 3258.462646
	Iteration 4F: 3 clusters Score -82992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83097.187500 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -83097.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83112.687500 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -83112.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83125.835938 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -83125.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83138.664062 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -83138.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83142.468750 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -83142.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83144.429688 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -83144.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83144.429688 Penalty: 3258.462646
	Iteration 11F: 3 clusters Score -83144.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Entering Unmasked Estep 
Score: -4374600.000000 Penalty: 2572.865967
	Iteration 0F: 2 clusters Score -4374600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4352757.500000 Penalty: 5145.731934
	Iteration 0F: 3 clusters Score -4352758 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4360382.000000 Penalty: 5145.731934
	Iteration 1F: 3 clusters Score -4360382 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4360842.000000 Penalty: 5145.731934
	Iteration 2Q: 3 clusters Score -4360842 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4361273.500000 Penalty: 5145.731934
	Iteration 3Q: 3 clusters Score -4361274 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4361690.000000 Penalty: 5145.731934
	Iteration 4Q: 3 clusters Score -4361690 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4362183.500000 Penalty: 5145.731934
	Iteration 5Q: 3 clusters Score -4362184 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4362960.500000 Penalty: 5145.731934
	Iteration 6Q: 3 clusters Score -4362960 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -4364090.000000 Penalty: 5145.731934
	Iteration 7F: 3 clusters Score -4364090 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4365609.500000 Penalty: 5145.731934
	Iteration 8F: 3 clusters Score -4365610 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4367455.500000 Penalty: 5145.731934
	Iteration 9F: 3 clusters Score -4367456 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4369285.500000 Penalty: 5145.731934
	Iteration 10F: 3 clusters Score -4369286 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4370654.000000 Penalty: 5145.731934
	Iteration 11Q: 3 clusters Score -4370654 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4371417.000000 Penalty: 5145.731934
	Iteration 12Q: 3 clusters Score -4371417 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4371850.500000 Penalty: 5145.731934
	Iteration 13Q: 3 clusters Score -4371850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4372053.000000 Penalty: 5145.731934
	Iteration 14Q: 3 clusters Score -4372053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4372153.500000 Penalty: 5145.731934
	Iteration 15Q: 3 clusters Score -4372154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4372216.000000 Penalty: 5145.731934
	Iteration 16Q: 3 clusters Score -4372216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4372262.500000 Penalty: 5145.731934
	Iteration 17Q: 3 clusters Score -4372262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4372274.000000 Penalty: 5145.731934
	Iteration 18Q: 3 clusters Score -4372274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4372283.000000 Penalty: 5145.731934
	Iteration 19Q: 3 clusters Score -4372283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4372284.500000 Penalty: 5145.731934
	Iteration 20F: 3 clusters Score -4372284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4372287.000000 Penalty: 5145.731934
	Iteration 21Q: 3 clusters Score -4372287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4372294.500000 Penalty: 5145.731934
	Iteration 22Q: 3 clusters Score -4372294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4372297.000000 Penalty: 5145.731934
	Iteration 23Q: 3 clusters Score -4372297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4372304.500000 Penalty: 5145.731934
	Iteration 24Q: 3 clusters Score -4372304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4372310.000000 Penalty: 5145.731934
	Iteration 25Q: 3 clusters Score -4372310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4372315.500000 Penalty: 5145.731934
	Iteration 26Q: 3 clusters Score -4372316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4372324.500000 Penalty: 5145.731934
	Iteration 27Q: 3 clusters Score -4372324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4372332.000000 Penalty: 5145.731934
	Iteration 28Q: 3 clusters Score -4372332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4372333.500000 Penalty: 5145.731934
	Iteration 29Q: 3 clusters Score -4372334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4372333.500000 Penalty: 5145.731934
	Iteration 30F: 3 clusters Score -4372334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Entering Unmasked Estep 
Score: -2397247.000000 Penalty: 2423.204102
	Iteration 0F: 2 clusters Score -2397247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2384816.250000 Penalty: 4846.408203
	Iteration 0F: 3 clusters Score -2384816 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2388765.750000 Penalty: 4846.408203
	Iteration 1F: 3 clusters Score -2388766 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2389156.500000 Penalty: 4846.408203
	Iteration 2F: 3 clusters Score -2389156 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2389452.250000 Penalty: 4846.408203
	Iteration 3Q: 3 clusters Score -2389452 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2389712.000000 Penalty: 4846.408203
	Iteration 4Q: 3 clusters Score -2389712 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2389980.500000 Penalty: 4846.408203
	Iteration 5Q: 3 clusters Score -2389980 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2390306.000000 Penalty: 4846.408203
	Iteration 6Q: 3 clusters Score -2390306 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2390703.500000 Penalty: 4846.408203
	Iteration 7Q: 3 clusters Score -2390704 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2391203.750000 Penalty: 4846.408203
	Iteration 8Q: 3 clusters Score -2391204 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2391864.750000 Penalty: 4846.408203
	Iteration 9F: 3 clusters Score -2391865 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2392645.000000 Penalty: 4846.408203
	Iteration 10F: 3 clusters Score -2392645 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2393415.000000 Penalty: 4846.408203
	Iteration 11F: 3 clusters Score -2393415 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2394001.500000 Penalty: 4846.408203
	Iteration 12Q: 3 clusters Score -2394002 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2394428.500000 Penalty: 4846.408203
	Iteration 13Q: 3 clusters Score -2394428 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2394649.750000 Penalty: 4846.408203
	Iteration 14Q: 3 clusters Score -2394650 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2394818.500000 Penalty: 4846.408203
	Iteration 15Q: 3 clusters Score -2394818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2394922.750000 Penalty: 4846.408203
	Iteration 16Q: 3 clusters Score -2394923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2394977.500000 Penalty: 4846.408203
	Iteration 17Q: 3 clusters Score -2394978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2395017.250000 Penalty: 4846.408203
	Iteration 18Q: 3 clusters Score -2395017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2395043.000000 Penalty: 4846.408203
	Iteration 19Q: 3 clusters Score -2395043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2395054.750000 Penalty: 4846.408203
	Iteration 20F: 3 clusters Score -2395055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2395063.750000 Penalty: 4846.408203
	Iteration 21Q: 3 clusters Score -2395064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2395071.250000 Penalty: 4846.408203
	Iteration 22Q: 3 clusters Score -2395071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2395072.250000 Penalty: 4846.408203
	Iteration 23Q: 3 clusters Score -2395072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2395072.250000 Penalty: 4846.408203
	Iteration 24Q: 3 clusters Score -2395072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2395078.000000 Penalty: 4846.408203
	Iteration 25Q: 3 clusters Score -2395078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2395084.000000 Penalty: 4846.408203
	Iteration 26Q: 3 clusters Score -2395084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2395084.500000 Penalty: 4846.408203
	Iteration 27Q: 3 clusters Score -2395084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2395083.500000 Penalty: 4846.408203
	Iteration 28Q: 3 clusters Score -2395084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2395089.000000 Penalty: 4846.408203
	Iteration 29Q: 3 clusters Score -2395089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2395089.750000 Penalty: 4846.408203
	Iteration 30Q: 3 clusters Score -2395090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2395093.250000 Penalty: 4846.408203
	Iteration 31Q: 3 clusters Score -2395093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2395093.250000 Penalty: 4846.408203
	Iteration 32Q: 3 clusters Score -2395093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2395094.750000 Penalty: 4846.408203
	Iteration 33Q: 3 clusters Score -2395095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2395095.500000 Penalty: 4846.408203
	Iteration 34Q: 3 clusters Score -2395096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2395096.750000 Penalty: 4846.408203
	Iteration 35Q: 3 clusters Score -2395097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2395104.750000 Penalty: 4846.408203
	Iteration 36Q: 3 clusters Score -2395105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2395102.750000 Penalty: 4846.408203
	Iteration 37Q: 3 clusters Score -2395103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2395105.750000 Penalty: 4846.408203
	Iteration 38Q: 3 clusters Score -2395106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2395109.000000 Penalty: 4846.408203
	Iteration 39Q: 3 clusters Score -2395109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2395109.000000 Penalty: 4846.408203
	Iteration 40F: 3 clusters Score -2395109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Entering Unmasked Estep 
Score: -17884448.000000 Penalty: 2927.072266
	Iteration 0F: 2 clusters Score -1.788445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -17804174.000000 Penalty: 5854.144531
	Iteration 0F: 3 clusters Score -1.780417e+07 nChanged 63457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -17840868.000000 Penalty: 5854.144531
	Iteration 1F: 3 clusters Score -1.784087e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -17842184.000000 Penalty: 5854.144531
	Iteration 2Q: 3 clusters Score -1.784218e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -17844702.000000 Penalty: 5854.144531
	Iteration 3Q: 3 clusters Score -1.78447e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -17848530.000000 Penalty: 5854.144531
	Iteration 4F: 3 clusters Score -1.784853e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -17854590.000000 Penalty: 5854.144531
	Iteration 5F: 3 clusters Score -1.785459e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -17862822.000000 Penalty: 5854.144531
	Iteration 6F: 3 clusters Score -1.786282e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -17872220.000000 Penalty: 5854.144531
	Iteration 7F: 3 clusters Score -1.787222e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106976 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -17879860.000000 Penalty: 5854.144531
	Iteration 8F: 3 clusters Score -1.787986e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -17883894.000000 Penalty: 5854.144531
	Iteration 9Q: 3 clusters Score -1.788389e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -17884438.000000 Penalty: 5854.144531
	Iteration 10Q: 3 clusters Score -1.788444e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -17884096.000000 Penalty: 5854.144531
	Iteration 11Q: 3 clusters Score -1.78841e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124998 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -17883500.000000 Penalty: 5854.144531
	Iteration 12Q: 3 clusters Score -1.78835e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -17883042.000000 Penalty: 5854.144531
	Iteration 13Q: 3 clusters Score -1.788304e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -17882710.000000 Penalty: 5854.144531
	Iteration 14Q: 3 clusters Score -1.788271e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130934 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -17882538.000000 Penalty: 5854.144531
	Iteration 15Q: 3 clusters Score -1.788254e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17882446.000000 Penalty: 5854.144531
	Iteration 16Q: 3 clusters Score -1.788245e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132163 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17882382.000000 Penalty: 5854.144531
	Iteration 17Q: 3 clusters Score -1.788238e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132390 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17882360.000000 Penalty: 5854.144531
	Iteration 18Q: 3 clusters Score -1.788236e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17882338.000000 Penalty: 5854.144531
	Iteration 19Q: 3 clusters Score -1.788234e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132615 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17882476.000000 Penalty: 5854.144531
	Iteration 20F: 3 clusters Score -1.788248e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -17882428.000000 Penalty: 5854.144531
	Iteration 21Q: 3 clusters Score -1.788243e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17882420.000000 Penalty: 5854.144531
	Iteration 22Q: 3 clusters Score -1.788242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -17882444.000000 Penalty: 5854.144531
	Iteration 23Q: 3 clusters Score -1.788244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17882458.000000 Penalty: 5854.144531
	Iteration 24Q: 3 clusters Score -1.788246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133087 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -17882460.000000 Penalty: 5854.144531
	Iteration 25Q: 3 clusters Score -1.788246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133099 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17882454.000000 Penalty: 5854.144531
	Iteration 26Q: 3 clusters Score -1.788245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -17882450.000000 Penalty: 5854.144531
	Iteration 27Q: 3 clusters Score -1.788245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17882452.000000 Penalty: 5854.144531
	Iteration 28Q: 3 clusters Score -1.788245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -17882434.000000 Penalty: 5854.144531
	Iteration 29Q: 3 clusters Score -1.788243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133128 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -17882440.000000 Penalty: 5854.144531
	Iteration 30Q: 3 clusters Score -1.788244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133132 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17882426.000000 Penalty: 5854.144531
	Iteration 31Q: 3 clusters Score -1.788243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133141 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -17882434.000000 Penalty: 5854.144531
	Iteration 32Q: 3 clusters Score -1.788243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17882442.000000 Penalty: 5854.144531
	Iteration 33Q: 3 clusters Score -1.788244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -17882444.000000 Penalty: 5854.144531
	Iteration 34Q: 3 clusters Score -1.788244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133153 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -17882454.000000 Penalty: 5854.144531
	Iteration 35Q: 3 clusters Score -1.788245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133156 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -17882452.000000 Penalty: 5854.144531
	Iteration 36Q: 3 clusters Score -1.788245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133157 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -17882442.000000 Penalty: 5854.144531
	Iteration 37Q: 3 clusters Score -1.788244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133160 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -17882454.000000 Penalty: 5854.144531
	Iteration 38Q: 3 clusters Score -1.788245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17882452.000000 Penalty: 5854.144531
	Iteration 39Q: 3 clusters Score -1.788245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133164 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -17882454.000000 Penalty: 5854.144531
	Iteration 40F: 3 clusters Score -1.788245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -17882452.000000 Penalty: 5854.144531
	Iteration 41Q: 3 clusters Score -1.788245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133166 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -17882456.000000 Penalty: 5854.144531
	Iteration 42Q: 3 clusters Score -1.788246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -17882452.000000 Penalty: 5854.144531
	Iteration 43Q: 3 clusters Score -1.788245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133170 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17882460.000000 Penalty: 5854.144531
	Iteration 44Q: 3 clusters Score -1.788246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133170 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17882460.000000 Penalty: 5854.144531
	Iteration 45F: 3 clusters Score -1.788246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -410228.812500 Penalty: 1993.711182
	Iteration 0F: 2 clusters Score -410228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -406847.281250 Penalty: 3987.422363
	Iteration 0F: 3 clusters Score -406847.3 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -407578.312500 Penalty: 3987.422363
	Iteration 1F: 3 clusters Score -407578.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -407814.062500 Penalty: 3987.422363
	Iteration 2F: 3 clusters Score -407814.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -407990.000000 Penalty: 3987.422363
	Iteration 3F: 3 clusters Score -407990 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -408116.031250 Penalty: 3987.422363
	Iteration 4Q: 3 clusters Score -408116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -408230.875000 Penalty: 3987.422363
	Iteration 5Q: 3 clusters Score -408230.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -408327.093750 Penalty: 3987.422363
	Iteration 6Q: 3 clusters Score -408327.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -408433.406250 Penalty: 3987.422363
	Iteration 7Q: 3 clusters Score -408433.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408533.406250 Penalty: 3987.422363
	Iteration 8Q: 3 clusters Score -408533.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408610.093750 Penalty: 3987.422363
	Iteration 9Q: 3 clusters Score -408610.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -408703.625000 Penalty: 3987.422363
	Iteration 10Q: 3 clusters Score -408703.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -408786.531250 Penalty: 3987.422363
	Iteration 11Q: 3 clusters Score -408786.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -408853.750000 Penalty: 3987.422363
	Iteration 12Q: 3 clusters Score -408853.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -408936.093750 Penalty: 3987.422363
	Iteration 13Q: 3 clusters Score -408936.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -409005.843750 Penalty: 3987.422363
	Iteration 14Q: 3 clusters Score -409005.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -409054.437500 Penalty: 3987.422363
	Iteration 15Q: 3 clusters Score -409054.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -409086.781250 Penalty: 3987.422363
	Iteration 16Q: 3 clusters Score -409086.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -409110.562500 Penalty: 3987.422363
	Iteration 17Q: 3 clusters Score -409110.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -409130.593750 Penalty: 3987.422363
	Iteration 18Q: 3 clusters Score -409130.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -409146.531250 Penalty: 3987.422363
	Iteration 19Q: 3 clusters Score -409146.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -409158.218750 Penalty: 3987.422363
	Iteration 20F: 3 clusters Score -409158.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -409167.531250 Penalty: 3987.422363
	Iteration 21Q: 3 clusters Score -409167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409179.031250 Penalty: 3987.422363
	Iteration 22Q: 3 clusters Score -409179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -409187.781250 Penalty: 3987.422363
	Iteration 23Q: 3 clusters Score -409187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -409194.937500 Penalty: 3987.422363
	Iteration 24Q: 3 clusters Score -409194.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -409200.218750 Penalty: 3987.422363
	Iteration 25Q: 3 clusters Score -409200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -409204.187500 Penalty: 3987.422363
	Iteration 26Q: 3 clusters Score -409204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -409205.968750 Penalty: 3987.422363
	Iteration 27Q: 3 clusters Score -409206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -409208.750000 Penalty: 3987.422363
	Iteration 28Q: 3 clusters Score -409208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -409210.250000 Penalty: 3987.422363
	Iteration 29Q: 3 clusters Score -409210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -409210.875000 Penalty: 3987.422363
	Iteration 30Q: 3 clusters Score -409210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -409211.375000 Penalty: 3987.422363
	Iteration 31Q: 3 clusters Score -409211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -409212.281250 Penalty: 3987.422363
	Iteration 32Q: 3 clusters Score -409212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -409212.281250 Penalty: 3987.422363
	Iteration 33F: 3 clusters Score -409212.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 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 313 members 
Entering Unmasked Estep 
Score: -66958.078125 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66958.08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67292.890625 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67292.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67447.476562 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67447.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67584.382812 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -67584.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67676.007812 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67676.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67706.078125 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67706.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67788.976562 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67788.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67862.093750 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67862.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67920.039062 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67920.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67987.617188 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -67987.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68013.929688 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -68013.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68021.585938 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -68021.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68026.664062 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -68026.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68029.531250 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -68029.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68029.531250 Penalty: 3174.527832
	Iteration 14F: 3 clusters Score -68029.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Entering Unmasked Estep 
Score: -1259948.000000 Penalty: 2266.513428
	Iteration 0F: 2 clusters Score -1259948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1252704.625000 Penalty: 4533.026855
	Iteration 0F: 3 clusters Score -1252705 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1254739.000000 Penalty: 4533.026855
	Iteration 1F: 3 clusters Score -1254739 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1255025.125000 Penalty: 4533.026855
	Iteration 2F: 3 clusters Score -1255025 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1255221.125000 Penalty: 4533.026855
	Iteration 3Q: 3 clusters Score -1255221 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1255417.375000 Penalty: 4533.026855
	Iteration 4Q: 3 clusters Score -1255417 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1255686.750000 Penalty: 4533.026855
	Iteration 5Q: 3 clusters Score -1255687 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1256119.125000 Penalty: 4533.026855
	Iteration 6F: 3 clusters Score -1256119 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1256745.625000 Penalty: 4533.026855
	Iteration 7F: 3 clusters Score -1256746 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1257602.875000 Penalty: 4533.026855
	Iteration 8F: 3 clusters Score -1257603 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1258302.500000 Penalty: 4533.026855
	Iteration 9F: 3 clusters Score -1258302 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1258725.875000 Penalty: 4533.026855
	Iteration 10F: 3 clusters Score -1258726 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1258977.750000 Penalty: 4533.026855
	Iteration 11Q: 3 clusters Score -1258978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1259097.500000 Penalty: 4533.026855
	Iteration 12Q: 3 clusters Score -1259098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1259173.125000 Penalty: 4533.026855
	Iteration 13Q: 3 clusters Score -1259173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1259217.000000 Penalty: 4533.026855
	Iteration 14Q: 3 clusters Score -1259217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1259250.250000 Penalty: 4533.026855
	Iteration 15Q: 3 clusters Score -1259250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1259263.000000 Penalty: 4533.026855
	Iteration 16Q: 3 clusters Score -1259263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1259265.875000 Penalty: 4533.026855
	Iteration 17Q: 3 clusters Score -1259266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1259266.125000 Penalty: 4533.026855
	Iteration 18Q: 3 clusters Score -1259266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1259271.000000 Penalty: 4533.026855
	Iteration 19Q: 3 clusters Score -1259271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1259270.500000 Penalty: 4533.026855
	Iteration 20F: 3 clusters Score -1259270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1259272.375000 Penalty: 4533.026855
	Iteration 21Q: 3 clusters Score -1259272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1259272.375000 Penalty: 4533.026855
	Iteration 22F: 3 clusters Score -1259272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (135197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Entering Unmasked Estep 
Score: -18166480.000000 Penalty: 2929.993164
	Iteration 0F: 2 clusters Score -1.816648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -18082162.000000 Penalty: 5859.986328
	Iteration 0F: 3 clusters Score -1.808216e+07 nChanged 64478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -18119178.000000 Penalty: 5859.986328
	Iteration 1F: 3 clusters Score -1.811918e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -18119986.000000 Penalty: 5859.986328
	Iteration 2Q: 3 clusters Score -1.811999e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -18120934.000000 Penalty: 5859.986328
	Iteration 3Q: 3 clusters Score -1.812093e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -18122168.000000 Penalty: 5859.986328
	Iteration 4Q: 3 clusters Score -1.812217e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -18124374.000000 Penalty: 5859.986328
	Iteration 5Q: 3 clusters Score -1.812437e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -18128448.000000 Penalty: 5859.986328
	Iteration 6F: 3 clusters Score -1.812845e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -18135666.000000 Penalty: 5859.986328
	Iteration 7F: 3 clusters Score -1.813567e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -18145286.000000 Penalty: 5859.986328
	Iteration 8F: 3 clusters Score -1.814529e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -18153470.000000 Penalty: 5859.986328
	Iteration 9F: 3 clusters Score -1.815347e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 126816 members 
Entering Unmasked Estep 
Score: -18158418.000000 Penalty: 5859.986328
	Iteration 10F: 3 clusters Score -1.815842e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 130447 members 
Entering Unmasked Estep 
Score: -18161078.000000 Penalty: 5859.986328
	Iteration 11Q: 3 clusters Score -1.816108e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 132276 members 
Entering Unmasked Estep 
Score: -18162494.000000 Penalty: 5859.986328
	Iteration 12Q: 3 clusters Score -1.816249e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -18163064.000000 Penalty: 5859.986328
	Iteration 13Q: 3 clusters Score -1.816306e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 133730 members 
Entering Unmasked Estep 
Score: -18163440.000000 Penalty: 5859.986328
	Iteration 14Q: 3 clusters Score -1.816344e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 133957 members 
Entering Unmasked Estep 
Score: -18163646.000000 Penalty: 5859.986328
	Iteration 15Q: 3 clusters Score -1.816365e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 134089 members 
Entering Unmasked Estep 
Score: -18163764.000000 Penalty: 5859.986328
	Iteration 16Q: 3 clusters Score -1.816376e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 134188 members 
Entering Unmasked Estep 
Score: -18163866.000000 Penalty: 5859.986328
	Iteration 17Q: 3 clusters Score -1.816387e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 134233 members 
Entering Unmasked Estep 
Score: -18163892.000000 Penalty: 5859.986328
	Iteration 18Q: 3 clusters Score -1.816389e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 134268 members 
Entering Unmasked Estep 
Score: -18163930.000000 Penalty: 5859.986328
	Iteration 19Q: 3 clusters Score -1.816393e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 134302 members 
Entering Unmasked Estep 
Score: -18163964.000000 Penalty: 5859.986328
	Iteration 20F: 3 clusters Score -1.816396e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -18164016.000000 Penalty: 5859.986328
	Iteration 21Q: 3 clusters Score -1.816402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -18164028.000000 Penalty: 5859.986328
	Iteration 22Q: 3 clusters Score -1.816403e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -18164052.000000 Penalty: 5859.986328
	Iteration 23Q: 3 clusters Score -1.816405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 134394 members 
Entering Unmasked Estep 
Score: -18164046.000000 Penalty: 5859.986328
	Iteration 24Q: 3 clusters Score -1.816405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -18164080.000000 Penalty: 5859.986328
	Iteration 25Q: 3 clusters Score -1.816408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -18164090.000000 Penalty: 5859.986328
	Iteration 26Q: 3 clusters Score -1.816409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 134419 members 
Entering Unmasked Estep 
Score: -18164080.000000 Penalty: 5859.986328
	Iteration 27Q: 3 clusters Score -1.816408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
Score: -18164080.000000 Penalty: 5859.986328
	Iteration 28Q: 3 clusters Score -1.816408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -18164086.000000 Penalty: 5859.986328
	Iteration 29Q: 3 clusters Score -1.816409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -18164094.000000 Penalty: 5859.986328
	Iteration 30Q: 3 clusters Score -1.816409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 134436 members 
Entering Unmasked Estep 
Score: -18164102.000000 Penalty: 5859.986328
	Iteration 31Q: 3 clusters Score -1.81641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -18164106.000000 Penalty: 5859.986328
	Iteration 32Q: 3 clusters Score -1.816411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 134443 members 
Entering Unmasked Estep 
Score: -18164124.000000 Penalty: 5859.986328
	Iteration 33Q: 3 clusters Score -1.816412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -18164126.000000 Penalty: 5859.986328
	Iteration 34Q: 3 clusters Score -1.816413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -18164154.000000 Penalty: 5859.986328
	Iteration 35Q: 3 clusters Score -1.816415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -18164142.000000 Penalty: 5859.986328
	Iteration 36Q: 3 clusters Score -1.816414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -18164132.000000 Penalty: 5859.986328
	Iteration 37Q: 3 clusters Score -1.816413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -18164134.000000 Penalty: 5859.986328
	Iteration 38Q: 3 clusters Score -1.816413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 134454 members 
Entering Unmasked Estep 
Score: -18164138.000000 Penalty: 5859.986328
	Iteration 39Q: 3 clusters Score -1.816414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 134456 members 
Entering Unmasked Estep 
Score: -18164144.000000 Penalty: 5859.986328
	Iteration 40F: 3 clusters Score -1.816414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 134457 members 
Entering Unmasked Estep 
Score: -18164138.000000 Penalty: 5859.986328
	Iteration 41Q: 3 clusters Score -1.816414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 134457 members 
Entering Unmasked Estep 
Score: -18164148.000000 Penalty: 5859.986328
	Iteration 42Q: 3 clusters Score -1.816415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -18164150.000000 Penalty: 5859.986328
	Iteration 43Q: 3 clusters Score -1.816415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 134454 members 
Entering Unmasked Estep 
Score: -18164146.000000 Penalty: 5859.986328
	Iteration 44Q: 3 clusters Score -1.816415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -18164138.000000 Penalty: 5859.986328
	Iteration 45Q: 3 clusters Score -1.816414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -18164138.000000 Penalty: 5859.986328
	Iteration 46F: 3 clusters Score -1.816414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -26999.966797 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -26999.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25896.539062 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -25896.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26349.013672 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -26349.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26509.167969 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -26509.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26592.003906 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -26592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26619.796875 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -26619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26626.785156 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -26626.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26631.968750 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -26631.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26631.968750 Penalty: 2843.737305
	Iteration 7F: 3 clusters Score -26631.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13983.634766 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13983.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13091.120117 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13091.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63220.269531 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63220.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63565.828125 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63565.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63743.136719 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63743.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63957.937500 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -63957.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64130.882812 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -64130.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64266.843750 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -64266.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64377.679688 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -64377.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64477.011719 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -64477.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64551.027344 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64551.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64570.777344 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -64570.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64575.753906 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -64575.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64577.359375 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -64577.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64577.359375 Penalty: 3162.856689
	Iteration 12F: 3 clusters Score -64577.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -77210.890625 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -77210.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75639.585938 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -75639.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75967.390625 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -75967.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76068.375000 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -76068.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76126.312500 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -76126.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76188.984375 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -76188.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76225.265625 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -76225.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76287.257812 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -76287.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76371.281250 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -76371.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76439.414062 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -76439.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76492.359375 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -76492.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76542.851562 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -76542.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76569.562500 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -76569.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76590.320312 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -76590.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76607.617188 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -76607.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76632.070312 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -76632.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76656.687500 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -76656.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76675.617188 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -76675.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76684.570312 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -76684.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76687.500000 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -76687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76689.765625 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -76689.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76694.828125 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -76694.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76699.632812 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -76699.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76699.632812 Penalty: 3220.151123
	Iteration 22F: 3 clusters Score -76699.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 20713 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 24009 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 46058 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 24781 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32031 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 133614 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 135197 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758880.000000 Penalty: 77813.773438
Iteration 199Q: 25 clusters Score -6.275888e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 20734 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 5999 members 
Mstep: Class 7 contains 23999 members 
Mstep: Class 8 contains 5685 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 46051 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 24775 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32012 members 
Mstep: Class 15 contains 18065 members 
Mstep: Class 16 contains 133281 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 135000 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758916.000000 Penalty: 77813.773438
Iteration 200F: 25 clusters Score -6.275892e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 23982 members 
Mstep: Class 8 contains 5691 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 46037 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 24771 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31983 members 
Mstep: Class 15 contains 18691 members 
Mstep: Class 16 contains 132909 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 134782 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758884.000000 Penalty: 77813.773438
Iteration 201Q: 25 clusters Score -6.275888e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20785 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5651 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 23949 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 3442 members 
Mstep: Class 10 contains 46032 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 24769 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31959 members 
Mstep: Class 15 contains 19390 members 
Mstep: Class 16 contains 132532 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9302 members 
Mstep: Class 20 contains 134521 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758896.000000 Penalty: 77813.773438
Iteration 202Q: 25 clusters Score -6.27589e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20807 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 23918 members 
Mstep: Class 8 contains 5709 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 46036 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 24757 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31945 members 
Mstep: Class 15 contains 20120 members 
Mstep: Class 16 contains 132115 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9291 members 
Mstep: Class 20 contains 134244 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758760.000000 Penalty: 77813.773438
Iteration 203Q: 25 clusters Score -6.275876e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 20831 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 46036 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31944 members 
Mstep: Class 15 contains 20870 members 
Mstep: Class 16 contains 131700 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 133948 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758904.000000 Penalty: 77813.773438
Iteration 204Q: 25 clusters Score -6.27589e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 20855 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5642 members 
Mstep: Class 6 contains 6006 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 46044 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 24729 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31932 members 
Mstep: Class 15 contains 21683 members 
Mstep: Class 16 contains 131237 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9256 members 
Mstep: Class 20 contains 133635 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759060.000000 Penalty: 77813.773438
Iteration 205Q: 25 clusters Score -6.275906e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 20873 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5638 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 23812 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 46037 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31916 members 
Mstep: Class 15 contains 22597 members 
Mstep: Class 16 contains 130754 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 20 contains 133272 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759392.000000 Penalty: 77813.773438
Iteration 206Q: 25 clusters Score -6.275939e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 20894 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 6006 members 
Mstep: Class 7 contains 23785 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 46027 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 24708 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31889 members 
Mstep: Class 15 contains 23572 members 
Mstep: Class 16 contains 130258 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9219 members 
Mstep: Class 20 contains 132859 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759520.000000 Penalty: 77813.773438
Iteration 207Q: 25 clusters Score -6.275952e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20919 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 23750 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 46024 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 24691 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31863 members 
Mstep: Class 15 contains 24656 members 
Mstep: Class 16 contains 129694 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9202 members 
Mstep: Class 20 contains 132395 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759692.000000 Penalty: 77813.773438
Iteration 208Q: 25 clusters Score -6.275969e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 23714 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 46010 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 24662 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31832 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 129073 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9184 members 
Mstep: Class 20 contains 131922 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759912.000000 Penalty: 77813.773438
Iteration 209Q: 25 clusters Score -6.275991e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 20960 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 6017 members 
Mstep: Class 7 contains 23666 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 46005 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 24637 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31800 members 
Mstep: Class 15 contains 27272 members 
Mstep: Class 16 contains 128312 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9176 members 
Mstep: Class 20 contains 131359 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760096.000000 Penalty: 77813.773438
Iteration 210Q: 25 clusters Score -6.27601e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20975 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 23603 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 46008 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24616 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31780 members 
Mstep: Class 15 contains 28855 members 
Mstep: Class 16 contains 127482 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 130698 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760120.000000 Penalty: 77813.773438
Iteration 211Q: 25 clusters Score -6.276012e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 20985 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 23551 members 
Mstep: Class 8 contains 5807 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 46021 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24606 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31752 members 
Mstep: Class 15 contains 30651 members 
Mstep: Class 16 contains 126492 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9137 members 
Mstep: Class 20 contains 129983 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760272.000000 Penalty: 77813.773438
Iteration 212Q: 25 clusters Score -6.276027e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 21004 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 23498 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 46043 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 24587 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31731 members 
Mstep: Class 15 contains 32586 members 
Mstep: Class 16 contains 125404 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 129205 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760556.000000 Penalty: 77813.773438
Iteration 213Q: 25 clusters Score -6.276056e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 23450 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 46062 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 24564 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31697 members 
Mstep: Class 15 contains 34838 members 
Mstep: Class 16 contains 124124 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9086 members 
Mstep: Class 20 contains 128315 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761476.000000 Penalty: 77813.773438
Iteration 214Q: 25 clusters Score -6.276148e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 21048 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 23370 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 46054 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 24529 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31613 members 
Mstep: Class 15 contains 37354 members 
Mstep: Class 16 contains 122804 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9045 members 
Mstep: Class 20 contains 127367 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761968.000000 Penalty: 77813.773438
Iteration 215Q: 25 clusters Score -6.276197e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21065 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5608 members 
Mstep: Class 6 contains 6045 members 
Mstep: Class 7 contains 23262 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 46060 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 24491 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31535 members 
Mstep: Class 15 contains 40081 members 
Mstep: Class 16 contains 121400 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9011 members 
Mstep: Class 20 contains 126290 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762700.000000 Penalty: 77813.773438
Iteration 216Q: 25 clusters Score -6.27627e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21081 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 7 contains 23140 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 46064 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 24437 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31454 members 
Mstep: Class 15 contains 43008 members 
Mstep: Class 16 contains 120020 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 125020 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763016.000000 Penalty: 77813.773438
Iteration 217Q: 25 clusters Score -6.276302e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21085 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 23010 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 46056 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 24394 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31387 members 
Mstep: Class 15 contains 46077 members 
Mstep: Class 16 contains 118627 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 123652 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763520.000000 Penalty: 77813.773438
Iteration 218Q: 25 clusters Score -6.276352e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 21094 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 22878 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 46054 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 24362 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31312 members 
Mstep: Class 15 contains 49070 members 
Mstep: Class 16 contains 117286 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 122327 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764220.000000 Penalty: 77813.773438
Iteration 219Q: 25 clusters Score -6.276422e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 21108 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 22764 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 3267 members 
Mstep: Class 10 contains 46073 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 24321 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31233 members 
Mstep: Class 15 contains 51909 members 
Mstep: Class 16 contains 116046 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8822 members 
Mstep: Class 20 contains 121024 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765220.000000 Penalty: 77813.773438
Iteration 220F: 25 clusters Score -6.276522e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21124 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 6094 members 
Mstep: Class 7 contains 22597 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 46105 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24256 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31155 members 
Mstep: Class 15 contains 55862 members 
Mstep: Class 16 contains 114323 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8753 members 
Mstep: Class 20 contains 119191 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766352.000000 Penalty: 77813.773438
Iteration 221Q: 25 clusters Score -6.276635e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21119 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 22418 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 46116 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24171 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 31045 members 
Mstep: Class 15 contains 60128 members 
Mstep: Class 16 contains 112694 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8651 members 
Mstep: Class 20 contains 117090 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767604.000000 Penalty: 77813.773438
Iteration 222Q: 25 clusters Score -6.27676e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21099 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 22207 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 3212 members 
Mstep: Class 10 contains 46110 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 24104 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30929 members 
Mstep: Class 15 contains 64652 members 
Mstep: Class 16 contains 111098 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8544 members 
Mstep: Class 20 contains 114794 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769440.000000 Penalty: 77813.773438
Iteration 223Q: 25 clusters Score -6.276944e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 21065 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 6126 members 
Mstep: Class 7 contains 21959 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 46115 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30799 members 
Mstep: Class 15 contains 69280 members 
Mstep: Class 16 contains 109627 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8425 members 
Mstep: Class 20 contains 112365 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771368.000000 Penalty: 77813.773438
Iteration 224Q: 25 clusters Score -6.277137e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 21006 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 6154 members 
Mstep: Class 7 contains 21679 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 46124 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30656 members 
Mstep: Class 15 contains 73940 members 
Mstep: Class 16 contains 108375 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 109686 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773120.000000 Penalty: 77813.773438
Iteration 225Q: 25 clusters Score -6.277312e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 20935 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 21362 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 23874 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 30495 members 
Mstep: Class 15 contains 78580 members 
Mstep: Class 16 contains 107234 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 106976 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775052.000000 Penalty: 77813.773438
Iteration 226Q: 25 clusters Score -6.277505e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20875 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 21045 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 10 contains 46253 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 23783 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 30341 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 106290 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 104397 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776200.000000 Penalty: 77813.773438
Iteration 227Q: 25 clusters Score -6.27762e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 20790 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 6222 members 
Mstep: Class 7 contains 20733 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 46417 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 23655 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 30178 members 
Mstep: Class 15 contains 86507 members 
Mstep: Class 16 contains 105685 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7978 members 
Mstep: Class 20 contains 102152 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776920.000000 Penalty: 77813.773438
Iteration 228Q: 25 clusters Score -6.277692e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 20718 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 20432 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 46605 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 23563 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 30007 members 
Mstep: Class 15 contains 89421 members 
Mstep: Class 16 contains 105418 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 100213 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777624.000000 Penalty: 77813.773438
Iteration 229Q: 25 clusters Score -6.277762e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 20650 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 20142 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 46836 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 23521 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 29820 members 
Mstep: Class 15 contains 91782 members 
Mstep: Class 16 contains 105364 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 98514 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777668.000000 Penalty: 77813.773438
Iteration 230Q: 25 clusters Score -6.277767e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20580 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 6273 members 
Mstep: Class 7 contains 19870 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 47129 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 29641 members 
Mstep: Class 15 contains 93704 members 
Mstep: Class 16 contains 105362 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7713 members 
Mstep: Class 20 contains 97083 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777864.000000 Penalty: 77813.773438
Iteration 231Q: 25 clusters Score -6.277786e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 20532 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 19631 members 
Mstep: Class 8 contains 4618 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 47437 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 29490 members 
Mstep: Class 15 contains 95242 members 
Mstep: Class 16 contains 105411 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 95844 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778024.000000 Penalty: 77813.773438
Iteration 232Q: 25 clusters Score -6.277802e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20496 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5555 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 7 contains 19428 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 47690 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 29367 members 
Mstep: Class 15 contains 96711 members 
Mstep: Class 16 contains 105435 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7583 members 
Mstep: Class 20 contains 94661 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778352.000000 Penalty: 77813.773438
Iteration 233Q: 25 clusters Score -6.277835e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 47911 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23418 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 29246 members 
Mstep: Class 15 contains 98183 members 
Mstep: Class 16 contains 105396 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 93584 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778644.000000 Penalty: 77813.773438
Iteration 234Q: 25 clusters Score -6.277864e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 20448 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 6209 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 48095 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 23365 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 29146 members 
Mstep: Class 15 contains 99631 members 
Mstep: Class 16 contains 105024 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 92843 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779232.000000 Penalty: 77813.773438
Iteration 235Q: 25 clusters Score -6.277923e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20431 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 18898 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 48265 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 23340 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 29029 members 
Mstep: Class 15 contains 101089 members 
Mstep: Class 16 contains 104082 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7404 members 
Mstep: Class 20 contains 92676 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779568.000000 Penalty: 77813.773438
Iteration 236Q: 25 clusters Score -6.277957e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 7 contains 18720 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 48413 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28920 members 
Mstep: Class 15 contains 102513 members 
Mstep: Class 16 contains 103117 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 92569 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780080.000000 Penalty: 77813.773438
Iteration 237Q: 25 clusters Score -6.278008e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20395 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 18562 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 48566 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 23247 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28825 members 
Mstep: Class 15 contains 103715 members 
Mstep: Class 16 contains 102341 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 92445 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780328.000000 Penalty: 77813.773438
Iteration 238Q: 25 clusters Score -6.278033e+07 nChanged 2203
Entering ConstructFrom: 
Score: -62780328.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -371543.187500 Penalty: 1981.998779
	Iteration 0F: 2 clusters Score -371543.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -368306.875000 Penalty: 3963.997559
	Iteration 0F: 3 clusters Score -368306.9 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -369035.625000 Penalty: 3963.997559
	Iteration 1F: 3 clusters Score -369035.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -369272.593750 Penalty: 3963.997559
	Iteration 2F: 3 clusters Score -369272.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -369442.218750 Penalty: 3963.997559
	Iteration 3F: 3 clusters Score -369442.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -369584.125000 Penalty: 3963.997559
	Iteration 4Q: 3 clusters Score -369584.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -369704.187500 Penalty: 3963.997559
	Iteration 5Q: 3 clusters Score -369704.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -369788.906250 Penalty: 3963.997559
	Iteration 6Q: 3 clusters Score -369788.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -369855.312500 Penalty: 3963.997559
	Iteration 7Q: 3 clusters Score -369855.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -369918.000000 Penalty: 3963.997559
	Iteration 8Q: 3 clusters Score -369918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -369968.531250 Penalty: 3963.997559
	Iteration 9Q: 3 clusters Score -369968.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -370018.656250 Penalty: 3963.997559
	Iteration 10Q: 3 clusters Score -370018.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -370055.437500 Penalty: 3963.997559
	Iteration 11Q: 3 clusters Score -370055.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -370085.156250 Penalty: 3963.997559
	Iteration 12Q: 3 clusters Score -370085.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -370114.343750 Penalty: 3963.997559
	Iteration 13Q: 3 clusters Score -370114.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -370135.406250 Penalty: 3963.997559
	Iteration 14Q: 3 clusters Score -370135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -370151.375000 Penalty: 3963.997559
	Iteration 15Q: 3 clusters Score -370151.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -370170.468750 Penalty: 3963.997559
	Iteration 16Q: 3 clusters Score -370170.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -370185.625000 Penalty: 3963.997559
	Iteration 17Q: 3 clusters Score -370185.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -370199.843750 Penalty: 3963.997559
	Iteration 18Q: 3 clusters Score -370199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -370213.500000 Penalty: 3963.997559
	Iteration 19Q: 3 clusters Score -370213.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -370230.031250 Penalty: 3963.997559
	Iteration 20F: 3 clusters Score -370230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -370241.781250 Penalty: 3963.997559
	Iteration 21Q: 3 clusters Score -370241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -370252.468750 Penalty: 3963.997559
	Iteration 22Q: 3 clusters Score -370252.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -370262.562500 Penalty: 3963.997559
	Iteration 23Q: 3 clusters Score -370262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -370271.968750 Penalty: 3963.997559
	Iteration 24Q: 3 clusters Score -370272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -370280.625000 Penalty: 3963.997559
	Iteration 25Q: 3 clusters Score -370280.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -370288.906250 Penalty: 3963.997559
	Iteration 26Q: 3 clusters Score -370288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -370297.343750 Penalty: 3963.997559
	Iteration 27Q: 3 clusters Score -370297.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -370307.687500 Penalty: 3963.997559
	Iteration 28Q: 3 clusters Score -370307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -370312.531250 Penalty: 3963.997559
	Iteration 29Q: 3 clusters Score -370312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -370312.531250 Penalty: 3963.997559
	Iteration 30F: 3 clusters Score -370312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Entering Unmasked Estep 
Score: -2760697.250000 Penalty: 2460.598633
	Iteration 0F: 2 clusters Score -2760697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2746388.000000 Penalty: 4921.197266
	Iteration 0F: 3 clusters Score -2746388 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2751186.500000 Penalty: 4921.197266
	Iteration 1F: 3 clusters Score -2751186 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2751633.500000 Penalty: 4921.197266
	Iteration 2F: 3 clusters Score -2751634 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2752057.500000 Penalty: 4921.197266
	Iteration 3Q: 3 clusters Score -2752058 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2752490.000000 Penalty: 4921.197266
	Iteration 4Q: 3 clusters Score -2752490 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2753000.000000 Penalty: 4921.197266
	Iteration 5Q: 3 clusters Score -2753000 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2753614.250000 Penalty: 4921.197266
	Iteration 6F: 3 clusters Score -2753614 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2754313.750000 Penalty: 4921.197266
	Iteration 7F: 3 clusters Score -2754314 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2755048.750000 Penalty: 4921.197266
	Iteration 8F: 3 clusters Score -2755049 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2755734.500000 Penalty: 4921.197266
	Iteration 9F: 3 clusters Score -2755734 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2756322.000000 Penalty: 4921.197266
	Iteration 10Q: 3 clusters Score -2756322 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2756870.500000 Penalty: 4921.197266
	Iteration 11Q: 3 clusters Score -2756870 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2757322.250000 Penalty: 4921.197266
	Iteration 12Q: 3 clusters Score -2757322 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2757714.750000 Penalty: 4921.197266
	Iteration 13Q: 3 clusters Score -2757715 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2758025.750000 Penalty: 4921.197266
	Iteration 14Q: 3 clusters Score -2758026 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2758265.500000 Penalty: 4921.197266
	Iteration 15Q: 3 clusters Score -2758266 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2758475.750000 Penalty: 4921.197266
	Iteration 16Q: 3 clusters Score -2758476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2758627.250000 Penalty: 4921.197266
	Iteration 17Q: 3 clusters Score -2758627 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2758712.500000 Penalty: 4921.197266
	Iteration 18Q: 3 clusters Score -2758712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2758783.750000 Penalty: 4921.197266
	Iteration 19Q: 3 clusters Score -2758784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2758817.250000 Penalty: 4921.197266
	Iteration 20F: 3 clusters Score -2758817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2758838.500000 Penalty: 4921.197266
	Iteration 21Q: 3 clusters Score -2758838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2758861.500000 Penalty: 4921.197266
	Iteration 22Q: 3 clusters Score -2758862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2758878.000000 Penalty: 4921.197266
	Iteration 23Q: 3 clusters Score -2758878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2758886.000000 Penalty: 4921.197266
	Iteration 24Q: 3 clusters Score -2758886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2758892.000000 Penalty: 4921.197266
	Iteration 25Q: 3 clusters Score -2758892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2758892.250000 Penalty: 4921.197266
	Iteration 26Q: 3 clusters Score -2758892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2758898.250000 Penalty: 4921.197266
	Iteration 27Q: 3 clusters Score -2758898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2758908.500000 Penalty: 4921.197266
	Iteration 28Q: 3 clusters Score -2758908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2758914.500000 Penalty: 4921.197266
	Iteration 29Q: 3 clusters Score -2758914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2758917.750000 Penalty: 4921.197266
	Iteration 30Q: 3 clusters Score -2758918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2758918.500000 Penalty: 4921.197266
	Iteration 31Q: 3 clusters Score -2758918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2758921.750000 Penalty: 4921.197266
	Iteration 32Q: 3 clusters Score -2758922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2758922.750000 Penalty: 4921.197266
	Iteration 33Q: 3 clusters Score -2758923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2758926.000000 Penalty: 4921.197266
	Iteration 34Q: 3 clusters Score -2758926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2758925.750000 Penalty: 4921.197266
	Iteration 35Q: 3 clusters Score -2758926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2758926.750000 Penalty: 4921.197266
	Iteration 36Q: 3 clusters Score -2758927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2758928.000000 Penalty: 4921.197266
	Iteration 37Q: 3 clusters Score -2758928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2758926.250000 Penalty: 4921.197266
	Iteration 38Q: 3 clusters Score -2758926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2758925.250000 Penalty: 4921.197266
	Iteration 39Q: 3 clusters Score -2758925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2758925.250000 Penalty: 4921.197266
	Iteration 40F: 3 clusters Score -2758925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24222.515625 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24222.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24329.468750 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24329.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24347.433594 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24347.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24365.183594 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24365.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24378.013672 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24378.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24526.990234 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24526.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24557.837891 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24557.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24580.806641 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24580.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24588.291016 Penalty: 2695.126221
	Iteration 8Q: 3 clusters Score -24588.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24592.355469 Penalty: 2695.126221
	Iteration 9Q: 3 clusters Score -24592.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24592.355469 Penalty: 2695.126221
	Iteration 10F: 3 clusters Score -24592.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33938.917969 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33938.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34111.773438 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34111.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34358.113281 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34358.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34504.460938 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -34504.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34616.496094 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34616.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34799.554688 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34799.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34980.261719 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -34980.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35145.296875 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -35145.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35348.003906 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -35348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35426.781250 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -35426.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35486.246094 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -35486.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35620.660156 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -35620.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35657.781250 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -35657.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35658.511719 Penalty: 2911.171387
	Iteration 13F: 3 clusters Score -35658.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35675.062500 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -35675.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35687.097656 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -35687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35687.097656 Penalty: 2911.171387
	Iteration 16F: 3 clusters Score -35687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 20369 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 18419 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 48733 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 23189 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28749 members 
Mstep: Class 15 contains 104790 members 
Mstep: Class 16 contains 101597 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 92392 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 238 members 
Entering Unmasked Estep 
Score: -62779376.000000 Penalty: 81056.015625
Splitting cluster 4 changes total score from -62780328.000000 to -62779376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -718507.750000 Penalty: 2140.147705
	Iteration 0F: 2 clusters Score -718507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -713677.312500 Penalty: 4280.295410
	Iteration 0F: 3 clusters Score -713677.3 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -714862.375000 Penalty: 4280.295410
	Iteration 1F: 3 clusters Score -714862.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -715093.875000 Penalty: 4280.295410
	Iteration 2F: 3 clusters Score -715093.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -715269.812500 Penalty: 4280.295410
	Iteration 3Q: 3 clusters Score -715269.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -715437.687500 Penalty: 4280.295410
	Iteration 4Q: 3 clusters Score -715437.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -715601.437500 Penalty: 4280.295410
	Iteration 5Q: 3 clusters Score -715601.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -715745.312500 Penalty: 4280.295410
	Iteration 6Q: 3 clusters Score -715745.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -715888.750000 Penalty: 4280.295410
	Iteration 7Q: 3 clusters Score -715888.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -716016.687500 Penalty: 4280.295410
	Iteration 8Q: 3 clusters Score -716016.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -716136.875000 Penalty: 4280.295410
	Iteration 9Q: 3 clusters Score -716136.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -716233.750000 Penalty: 4280.295410
	Iteration 10Q: 3 clusters Score -716233.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -716350.062500 Penalty: 4280.295410
	Iteration 11Q: 3 clusters Score -716350.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -716463.625000 Penalty: 4280.295410
	Iteration 12Q: 3 clusters Score -716463.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -716578.125000 Penalty: 4280.295410
	Iteration 13Q: 3 clusters Score -716578.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -716690.875000 Penalty: 4280.295410
	Iteration 14Q: 3 clusters Score -716690.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -716810.062500 Penalty: 4280.295410
	Iteration 15Q: 3 clusters Score -716810.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -716931.937500 Penalty: 4280.295410
	Iteration 16Q: 3 clusters Score -716931.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -717034.500000 Penalty: 4280.295410
	Iteration 17Q: 3 clusters Score -717034.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -717108.000000 Penalty: 4280.295410
	Iteration 18Q: 3 clusters Score -717108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -717172.750000 Penalty: 4280.295410
	Iteration 19Q: 3 clusters Score -717172.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -717201.937500 Penalty: 4280.295410
	Iteration 20F: 3 clusters Score -717201.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -717223.625000 Penalty: 4280.295410
	Iteration 21Q: 3 clusters Score -717223.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -717244.187500 Penalty: 4280.295410
	Iteration 22Q: 3 clusters Score -717244.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -717260.437500 Penalty: 4280.295410
	Iteration 23Q: 3 clusters Score -717260.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -717273.375000 Penalty: 4280.295410
	Iteration 24Q: 3 clusters Score -717273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -717279.125000 Penalty: 4280.295410
	Iteration 25Q: 3 clusters Score -717279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -717287.625000 Penalty: 4280.295410
	Iteration 26Q: 3 clusters Score -717287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -717290.250000 Penalty: 4280.295410
	Iteration 27Q: 3 clusters Score -717290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -717290.250000 Penalty: 4280.295410
	Iteration 28F: 3 clusters Score -717290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -791459.562500 Penalty: 2161.050049
	Iteration 0F: 2 clusters Score -791459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -786227.000000 Penalty: 4322.100098
	Iteration 0F: 3 clusters Score -786227 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -787563.812500 Penalty: 4322.100098
	Iteration 1F: 3 clusters Score -787563.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -787846.937500 Penalty: 4322.100098
	Iteration 2F: 3 clusters Score -787846.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -788098.437500 Penalty: 4322.100098
	Iteration 3F: 3 clusters Score -788098.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -788323.875000 Penalty: 4322.100098
	Iteration 4Q: 3 clusters Score -788323.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -788581.562500 Penalty: 4322.100098
	Iteration 5F: 3 clusters Score -788581.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -788953.250000 Penalty: 4322.100098
	Iteration 6F: 3 clusters Score -788953.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -789402.625000 Penalty: 4322.100098
	Iteration 7F: 3 clusters Score -789402.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -789774.500000 Penalty: 4322.100098
	Iteration 8F: 3 clusters Score -789774.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -790034.750000 Penalty: 4322.100098
	Iteration 9F: 3 clusters Score -790034.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -790225.125000 Penalty: 4322.100098
	Iteration 10Q: 3 clusters Score -790225.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -790394.000000 Penalty: 4322.100098
	Iteration 11Q: 3 clusters Score -790394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -790529.562500 Penalty: 4322.100098
	Iteration 12Q: 3 clusters Score -790529.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -790620.875000 Penalty: 4322.100098
	Iteration 13Q: 3 clusters Score -790620.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -790701.125000 Penalty: 4322.100098
	Iteration 14Q: 3 clusters Score -790701.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -790765.250000 Penalty: 4322.100098
	Iteration 15Q: 3 clusters Score -790765.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -790822.812500 Penalty: 4322.100098
	Iteration 16Q: 3 clusters Score -790822.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -790865.625000 Penalty: 4322.100098
	Iteration 17Q: 3 clusters Score -790865.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -790898.437500 Penalty: 4322.100098
	Iteration 18Q: 3 clusters Score -790898.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -790915.562500 Penalty: 4322.100098
	Iteration 19Q: 3 clusters Score -790915.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -790929.625000 Penalty: 4322.100098
	Iteration 20F: 3 clusters Score -790929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -790937.500000 Penalty: 4322.100098
	Iteration 21Q: 3 clusters Score -790937.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -790944.187500 Penalty: 4322.100098
	Iteration 22Q: 3 clusters Score -790944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -790948.750000 Penalty: 4322.100098
	Iteration 23Q: 3 clusters Score -790948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -790951.750000 Penalty: 4322.100098
	Iteration 24Q: 3 clusters Score -790951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -790952.937500 Penalty: 4322.100098
	Iteration 25Q: 3 clusters Score -790952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -790954.562500 Penalty: 4322.100098
	Iteration 26Q: 3 clusters Score -790954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -790954.875000 Penalty: 4322.100098
	Iteration 27Q: 3 clusters Score -790954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -790953.750000 Penalty: 4322.100098
	Iteration 28Q: 3 clusters Score -790953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -790955.437500 Penalty: 4322.100098
	Iteration 29Q: 3 clusters Score -790955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -790955.437500 Penalty: 4322.100098
	Iteration 30F: 3 clusters Score -790955.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Entering Unmasked Estep 
Score: -2504828.750000 Penalty: 2435.642334
	Iteration 0F: 2 clusters Score -2504829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2491848.000000 Penalty: 4871.284668
	Iteration 0F: 3 clusters Score -2491848 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2496083.750000 Penalty: 4871.284668
	Iteration 1F: 3 clusters Score -2496084 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2496431.500000 Penalty: 4871.284668
	Iteration 2F: 3 clusters Score -2496432 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2496703.000000 Penalty: 4871.284668
	Iteration 3Q: 3 clusters Score -2496703 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2496943.500000 Penalty: 4871.284668
	Iteration 4Q: 3 clusters Score -2496944 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2497200.250000 Penalty: 4871.284668
	Iteration 5Q: 3 clusters Score -2497200 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2497491.250000 Penalty: 4871.284668
	Iteration 6Q: 3 clusters Score -2497491 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2497816.500000 Penalty: 4871.284668
	Iteration 7Q: 3 clusters Score -2497816 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2498236.000000 Penalty: 4871.284668
	Iteration 8Q: 3 clusters Score -2498236 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2498778.500000 Penalty: 4871.284668
	Iteration 9Q: 3 clusters Score -2498778 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2499349.250000 Penalty: 4871.284668
	Iteration 10F: 3 clusters Score -2499349 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2499946.250000 Penalty: 4871.284668
	Iteration 11Q: 3 clusters Score -2499946 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2500535.000000 Penalty: 4871.284668
	Iteration 12Q: 3 clusters Score -2500535 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2501088.750000 Penalty: 4871.284668
	Iteration 13Q: 3 clusters Score -2501089 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2501619.000000 Penalty: 4871.284668
	Iteration 14Q: 3 clusters Score -2501619 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2502001.000000 Penalty: 4871.284668
	Iteration 15Q: 3 clusters Score -2502001 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2502260.750000 Penalty: 4871.284668
	Iteration 16Q: 3 clusters Score -2502261 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2502430.000000 Penalty: 4871.284668
	Iteration 17Q: 3 clusters Score -2502430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2502535.000000 Penalty: 4871.284668
	Iteration 18Q: 3 clusters Score -2502535 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2502606.500000 Penalty: 4871.284668
	Iteration 19Q: 3 clusters Score -2502606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2502661.250000 Penalty: 4871.284668
	Iteration 20F: 3 clusters Score -2502661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2502719.000000 Penalty: 4871.284668
	Iteration 21Q: 3 clusters Score -2502719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2502754.250000 Penalty: 4871.284668
	Iteration 22Q: 3 clusters Score -2502754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2502774.000000 Penalty: 4871.284668
	Iteration 23Q: 3 clusters Score -2502774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2502783.000000 Penalty: 4871.284668
	Iteration 24Q: 3 clusters Score -2502783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2502806.250000 Penalty: 4871.284668
	Iteration 25Q: 3 clusters Score -2502806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2502823.500000 Penalty: 4871.284668
	Iteration 26Q: 3 clusters Score -2502824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2502834.000000 Penalty: 4871.284668
	Iteration 27Q: 3 clusters Score -2502834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2502844.250000 Penalty: 4871.284668
	Iteration 28Q: 3 clusters Score -2502844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2502851.500000 Penalty: 4871.284668
	Iteration 29Q: 3 clusters Score -2502852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2502848.250000 Penalty: 4871.284668
	Iteration 30Q: 3 clusters Score -2502848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2502854.750000 Penalty: 4871.284668
	Iteration 31Q: 3 clusters Score -2502855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2502856.750000 Penalty: 4871.284668
	Iteration 32Q: 3 clusters Score -2502857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2502860.750000 Penalty: 4871.284668
	Iteration 33Q: 3 clusters Score -2502861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2502861.000000 Penalty: 4871.284668
	Iteration 34Q: 3 clusters Score -2502861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2502860.500000 Penalty: 4871.284668
	Iteration 35Q: 3 clusters Score -2502860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2502859.750000 Penalty: 4871.284668
	Iteration 36Q: 3 clusters Score -2502860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2502864.750000 Penalty: 4871.284668
	Iteration 37Q: 3 clusters Score -2502865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2502866.250000 Penalty: 4871.284668
	Iteration 38Q: 3 clusters Score -2502866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2502867.250000 Penalty: 4871.284668
	Iteration 39Q: 3 clusters Score -2502867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2502872.250000 Penalty: 4871.284668
	Iteration 40F: 3 clusters Score -2502872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2502877.250000 Penalty: 4871.284668
	Iteration 41Q: 3 clusters Score -2502877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2502882.250000 Penalty: 4871.284668
	Iteration 42Q: 3 clusters Score -2502882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2502886.250000 Penalty: 4871.284668
	Iteration 43Q: 3 clusters Score -2502886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2502884.500000 Penalty: 4871.284668
	Iteration 44Q: 3 clusters Score -2502884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2502886.750000 Penalty: 4871.284668
	Iteration 45Q: 3 clusters Score -2502887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2502883.250000 Penalty: 4871.284668
	Iteration 46Q: 3 clusters Score -2502883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2502883.250000 Penalty: 4871.284668
	Iteration 47F: 3 clusters Score -2502883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -561519.750000 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -561519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -557502.125000 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -557502.1 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -558464.375000 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -558464.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -558684.687500 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -558684.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -558832.437500 Penalty: 4135.799316
	Iteration 3F: 3 clusters Score -558832.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -558923.437500 Penalty: 4135.799316
	Iteration 4Q: 3 clusters Score -558923.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -558995.062500 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -558995.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -559053.812500 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -559053.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -559113.625000 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -559113.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -559176.625000 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -559176.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -559253.437500 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -559253.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -559339.312500 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -559339.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -559445.250000 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -559445.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -559540.375000 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -559540.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -559601.500000 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -559601.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -559666.812500 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -559666.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -559717.062500 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -559717.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -559753.375000 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -559753.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -559783.937500 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -559783.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -559822.062500 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -559822.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -559854.250000 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -559854.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -559877.062500 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -559877.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -559894.375000 Penalty: 4135.799316
	Iteration 21Q: 3 clusters Score -559894.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -559915.625000 Penalty: 4135.799316
	Iteration 22Q: 3 clusters Score -559915.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -559940.125000 Penalty: 4135.799316
	Iteration 23Q: 3 clusters Score -559940.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -559957.500000 Penalty: 4135.799316
	Iteration 24Q: 3 clusters Score -559957.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -559973.875000 Penalty: 4135.799316
	Iteration 25Q: 3 clusters Score -559973.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -559985.062500 Penalty: 4135.799316
	Iteration 26Q: 3 clusters Score -559985.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -559989.750000 Penalty: 4135.799316
	Iteration 27Q: 3 clusters Score -559989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -559995.750000 Penalty: 4135.799316
	Iteration 28Q: 3 clusters Score -559995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -560001.500000 Penalty: 4135.799316
	Iteration 29Q: 3 clusters Score -560001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -560003.437500 Penalty: 4135.799316
	Iteration 30Q: 3 clusters Score -560003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -560006.125000 Penalty: 4135.799316
	Iteration 31Q: 3 clusters Score -560006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -560006.187500 Penalty: 4135.799316
	Iteration 32Q: 3 clusters Score -560006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -560006.187500 Penalty: 4135.799316
	Iteration 33F: 3 clusters Score -560006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Entering Unmasked Estep 
Score: -389418.781250 Penalty: 1981.914917
	Iteration 0F: 2 clusters Score -389418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -386183.875000 Penalty: 3963.829834
	Iteration 0F: 3 clusters Score -386183.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -386848.562500 Penalty: 3963.829834
	Iteration 1F: 3 clusters Score -386848.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -387018.312500 Penalty: 3963.829834
	Iteration 2F: 3 clusters Score -387018.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -387152.562500 Penalty: 3963.829834
	Iteration 3F: 3 clusters Score -387152.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -387234.312500 Penalty: 3963.829834
	Iteration 4Q: 3 clusters Score -387234.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -387300.562500 Penalty: 3963.829834
	Iteration 5Q: 3 clusters Score -387300.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -387350.812500 Penalty: 3963.829834
	Iteration 6Q: 3 clusters Score -387350.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387394.968750 Penalty: 3963.829834
	Iteration 7Q: 3 clusters Score -387395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -387438.625000 Penalty: 3963.829834
	Iteration 8Q: 3 clusters Score -387438.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -387469.531250 Penalty: 3963.829834
	Iteration 9Q: 3 clusters Score -387469.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -387502.687500 Penalty: 3963.829834
	Iteration 10Q: 3 clusters Score -387502.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -387523.250000 Penalty: 3963.829834
	Iteration 11Q: 3 clusters Score -387523.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -387539.500000 Penalty: 3963.829834
	Iteration 12Q: 3 clusters Score -387539.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -387555.593750 Penalty: 3963.829834
	Iteration 13Q: 3 clusters Score -387555.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -387571.875000 Penalty: 3963.829834
	Iteration 14Q: 3 clusters Score -387571.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -387587.343750 Penalty: 3963.829834
	Iteration 15Q: 3 clusters Score -387587.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -387596.937500 Penalty: 3963.829834
	Iteration 16Q: 3 clusters Score -387596.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -387609.906250 Penalty: 3963.829834
	Iteration 17Q: 3 clusters Score -387609.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -387621.937500 Penalty: 3963.829834
	Iteration 18Q: 3 clusters Score -387621.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -387629.562500 Penalty: 3963.829834
	Iteration 19Q: 3 clusters Score -387629.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -387638.843750 Penalty: 3963.829834
	Iteration 20F: 3 clusters Score -387638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -387648.218750 Penalty: 3963.829834
	Iteration 21Q: 3 clusters Score -387648.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -387656.687500 Penalty: 3963.829834
	Iteration 22Q: 3 clusters Score -387656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -387660.812500 Penalty: 3963.829834
	Iteration 23Q: 3 clusters Score -387660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -387665.625000 Penalty: 3963.829834
	Iteration 24Q: 3 clusters Score -387665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -387668.656250 Penalty: 3963.829834
	Iteration 25Q: 3 clusters Score -387668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -387671.437500 Penalty: 3963.829834
	Iteration 26Q: 3 clusters Score -387671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -387672.250000 Penalty: 3963.829834
	Iteration 27Q: 3 clusters Score -387672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -387674.562500 Penalty: 3963.829834
	Iteration 28Q: 3 clusters Score -387674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -387677.281250 Penalty: 3963.829834
	Iteration 29Q: 3 clusters Score -387677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -387678.625000 Penalty: 3963.829834
	Iteration 30Q: 3 clusters Score -387678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -387679.687500 Penalty: 3963.829834
	Iteration 31Q: 3 clusters Score -387679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -387680.468750 Penalty: 3963.829834
	Iteration 32Q: 3 clusters Score -387680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -387680.750000 Penalty: 3963.829834
	Iteration 33Q: 3 clusters Score -387680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -387681.250000 Penalty: 3963.829834
	Iteration 34Q: 3 clusters Score -387681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -387681.250000 Penalty: 3963.829834
	Iteration 35F: 3 clusters Score -387681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Entering Unmasked Estep 
Score: -6414720.000000 Penalty: 2676.939697
	Iteration 0F: 2 clusters Score -6414720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6381939.500000 Penalty: 5353.879395
	Iteration 0F: 3 clusters Score -6381940 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6394130.500000 Penalty: 5353.879395
	Iteration 1F: 3 clusters Score -6394130 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -6394576.000000 Penalty: 5353.879395
	Iteration 2Q: 3 clusters Score -6394576 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -6394988.500000 Penalty: 5353.879395
	Iteration 3Q: 3 clusters Score -6394988 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -6395359.000000 Penalty: 5353.879395
	Iteration 4Q: 3 clusters Score -6395359 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6395782.500000 Penalty: 5353.879395
	Iteration 5Q: 3 clusters Score -6395782 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -6396268.500000 Penalty: 5353.879395
	Iteration 6Q: 3 clusters Score -6396268 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6396878.500000 Penalty: 5353.879395
	Iteration 7Q: 3 clusters Score -6396878 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6397563.000000 Penalty: 5353.879395
	Iteration 8Q: 3 clusters Score -6397563 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -6398380.500000 Penalty: 5353.879395
	Iteration 9Q: 3 clusters Score -6398380 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6399442.000000 Penalty: 5353.879395
	Iteration 10Q: 3 clusters Score -6399442 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -6400826.500000 Penalty: 5353.879395
	Iteration 11F: 3 clusters Score -6400826 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -6402569.000000 Penalty: 5353.879395
	Iteration 12F: 3 clusters Score -6402569 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6404623.000000 Penalty: 5353.879395
	Iteration 13F: 3 clusters Score -6404623 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -6406791.500000 Penalty: 5353.879395
	Iteration 14F: 3 clusters Score -6406792 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6408718.000000 Penalty: 5353.879395
	Iteration 15F: 3 clusters Score -6408718 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6410211.500000 Penalty: 5353.879395
	Iteration 16Q: 3 clusters Score -6410212 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6411220.000000 Penalty: 5353.879395
	Iteration 17Q: 3 clusters Score -6411220 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6411806.000000 Penalty: 5353.879395
	Iteration 18Q: 3 clusters Score -6411806 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6412066.000000 Penalty: 5353.879395
	Iteration 19Q: 3 clusters Score -6412066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6412201.000000 Penalty: 5353.879395
	Iteration 20F: 3 clusters Score -6412201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6412297.000000 Penalty: 5353.879395
	Iteration 21Q: 3 clusters Score -6412297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6412355.000000 Penalty: 5353.879395
	Iteration 22Q: 3 clusters Score -6412355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6412385.500000 Penalty: 5353.879395
	Iteration 23Q: 3 clusters Score -6412386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6412418.500000 Penalty: 5353.879395
	Iteration 24Q: 3 clusters Score -6412418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6412434.000000 Penalty: 5353.879395
	Iteration 25Q: 3 clusters Score -6412434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6412440.500000 Penalty: 5353.879395
	Iteration 26Q: 3 clusters Score -6412440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6412449.000000 Penalty: 5353.879395
	Iteration 27Q: 3 clusters Score -6412449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6412458.500000 Penalty: 5353.879395
	Iteration 28Q: 3 clusters Score -6412458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6412460.000000 Penalty: 5353.879395
	Iteration 29Q: 3 clusters Score -6412460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6412460.500000 Penalty: 5353.879395
	Iteration 30Q: 3 clusters Score -6412460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6412460.000000 Penalty: 5353.879395
	Iteration 31Q: 3 clusters Score -6412460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6412460.500000 Penalty: 5353.879395
	Iteration 32Q: 3 clusters Score -6412460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6412464.500000 Penalty: 5353.879395
	Iteration 33Q: 3 clusters Score -6412464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6412472.500000 Penalty: 5353.879395
	Iteration 34Q: 3 clusters Score -6412472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6412472.500000 Penalty: 5353.879395
	Iteration 35Q: 3 clusters Score -6412472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6412472.500000 Penalty: 5353.879395
	Iteration 36F: 3 clusters Score -6412472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -290937.656250 Penalty: 1903.880371
	Iteration 0F: 2 clusters Score -290937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -288203.375000 Penalty: 3807.760742
	Iteration 0F: 3 clusters Score -288203.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288750.875000 Penalty: 3807.760742
	Iteration 1F: 3 clusters Score -288750.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -288904.593750 Penalty: 3807.760742
	Iteration 2F: 3 clusters Score -288904.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -288995.406250 Penalty: 3807.760742
	Iteration 3Q: 3 clusters Score -288995.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -289052.343750 Penalty: 3807.760742
	Iteration 4Q: 3 clusters Score -289052.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289099.406250 Penalty: 3807.760742
	Iteration 5Q: 3 clusters Score -289099.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289144.000000 Penalty: 3807.760742
	Iteration 6Q: 3 clusters Score -289144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289184.937500 Penalty: 3807.760742
	Iteration 7Q: 3 clusters Score -289184.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289213.093750 Penalty: 3807.760742
	Iteration 8Q: 3 clusters Score -289213.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -289237.968750 Penalty: 3807.760742
	Iteration 9Q: 3 clusters Score -289238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -289264.312500 Penalty: 3807.760742
	Iteration 10Q: 3 clusters Score -289264.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -289286.156250 Penalty: 3807.760742
	Iteration 11Q: 3 clusters Score -289286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -289301.218750 Penalty: 3807.760742
	Iteration 12Q: 3 clusters Score -289301.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289318.781250 Penalty: 3807.760742
	Iteration 13Q: 3 clusters Score -289318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -289333.781250 Penalty: 3807.760742
	Iteration 14Q: 3 clusters Score -289333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -289345.468750 Penalty: 3807.760742
	Iteration 15Q: 3 clusters Score -289345.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -289361.968750 Penalty: 3807.760742
	Iteration 16Q: 3 clusters Score -289362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289372.781250 Penalty: 3807.760742
	Iteration 17Q: 3 clusters Score -289372.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289379.781250 Penalty: 3807.760742
	Iteration 18Q: 3 clusters Score -289379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -289384.812500 Penalty: 3807.760742
	Iteration 19Q: 3 clusters Score -289384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -289389.593750 Penalty: 3807.760742
	Iteration 20F: 3 clusters Score -289389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -289395.281250 Penalty: 3807.760742
	Iteration 21Q: 3 clusters Score -289395.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -289398.750000 Penalty: 3807.760742
	Iteration 22Q: 3 clusters Score -289398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -289401.531250 Penalty: 3807.760742
	Iteration 23Q: 3 clusters Score -289401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -289403.250000 Penalty: 3807.760742
	Iteration 24Q: 3 clusters Score -289403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -289403.562500 Penalty: 3807.760742
	Iteration 25Q: 3 clusters Score -289403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -289404.093750 Penalty: 3807.760742
	Iteration 26Q: 3 clusters Score -289404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -289405.437500 Penalty: 3807.760742
	Iteration 27Q: 3 clusters Score -289405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -289405.812500 Penalty: 3807.760742
	Iteration 28Q: 3 clusters Score -289405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -289405.812500 Penalty: 3807.760742
	Iteration 29F: 3 clusters Score -289405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Entering Unmasked Estep 
Score: -3125694.500000 Penalty: 2492.755615
	Iteration 0F: 2 clusters Score -3125694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3109599.000000 Penalty: 4985.511230
	Iteration 0F: 3 clusters Score -3109599 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3115137.500000 Penalty: 4985.511230
	Iteration 1F: 3 clusters Score -3115138 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3115587.000000 Penalty: 4985.511230
	Iteration 2F: 3 clusters Score -3115587 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3115991.000000 Penalty: 4985.511230
	Iteration 3Q: 3 clusters Score -3115991 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3116410.250000 Penalty: 4985.511230
	Iteration 4Q: 3 clusters Score -3116410 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3116898.000000 Penalty: 4985.511230
	Iteration 5Q: 3 clusters Score -3116898 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3117427.500000 Penalty: 4985.511230
	Iteration 6Q: 3 clusters Score -3117428 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3118010.000000 Penalty: 4985.511230
	Iteration 7Q: 3 clusters Score -3118010 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3118645.250000 Penalty: 4985.511230
	Iteration 8Q: 3 clusters Score -3118645 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3119290.750000 Penalty: 4985.511230
	Iteration 9Q: 3 clusters Score -3119291 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3119990.500000 Penalty: 4985.511230
	Iteration 10Q: 3 clusters Score -3119990 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3120638.500000 Penalty: 4985.511230
	Iteration 11Q: 3 clusters Score -3120638 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3121139.250000 Penalty: 4985.511230
	Iteration 12Q: 3 clusters Score -3121139 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3121478.500000 Penalty: 4985.511230
	Iteration 13Q: 3 clusters Score -3121478 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3121736.500000 Penalty: 4985.511230
	Iteration 14Q: 3 clusters Score -3121736 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3121906.500000 Penalty: 4985.511230
	Iteration 15Q: 3 clusters Score -3121906 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3122068.000000 Penalty: 4985.511230
	Iteration 16Q: 3 clusters Score -3122068 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3122174.750000 Penalty: 4985.511230
	Iteration 17Q: 3 clusters Score -3122175 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3122292.750000 Penalty: 4985.511230
	Iteration 18Q: 3 clusters Score -3122293 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3122402.750000 Penalty: 4985.511230
	Iteration 19Q: 3 clusters Score -3122403 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3122505.750000 Penalty: 4985.511230
	Iteration 20F: 3 clusters Score -3122506 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3122583.250000 Penalty: 4985.511230
	Iteration 21Q: 3 clusters Score -3122583 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3122645.750000 Penalty: 4985.511230
	Iteration 22Q: 3 clusters Score -3122646 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3122731.750000 Penalty: 4985.511230
	Iteration 23Q: 3 clusters Score -3122732 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3122810.500000 Penalty: 4985.511230
	Iteration 24Q: 3 clusters Score -3122810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3122854.750000 Penalty: 4985.511230
	Iteration 25Q: 3 clusters Score -3122855 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3122917.000000 Penalty: 4985.511230
	Iteration 26Q: 3 clusters Score -3122917 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3122970.500000 Penalty: 4985.511230
	Iteration 27Q: 3 clusters Score -3122970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3123004.000000 Penalty: 4985.511230
	Iteration 28Q: 3 clusters Score -3123004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3123048.500000 Penalty: 4985.511230
	Iteration 29Q: 3 clusters Score -3123048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3123102.750000 Penalty: 4985.511230
	Iteration 30Q: 3 clusters Score -3123103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3123140.000000 Penalty: 4985.511230
	Iteration 31Q: 3 clusters Score -3123140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3123179.250000 Penalty: 4985.511230
	Iteration 32Q: 3 clusters Score -3123179 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3123209.250000 Penalty: 4985.511230
	Iteration 33Q: 3 clusters Score -3123209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3123225.000000 Penalty: 4985.511230
	Iteration 34Q: 3 clusters Score -3123225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3123259.750000 Penalty: 4985.511230
	Iteration 35Q: 3 clusters Score -3123260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3123294.250000 Penalty: 4985.511230
	Iteration 36Q: 3 clusters Score -3123294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3123321.250000 Penalty: 4985.511230
	Iteration 37Q: 3 clusters Score -3123321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3123351.500000 Penalty: 4985.511230
	Iteration 38Q: 3 clusters Score -3123352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3123372.750000 Penalty: 4985.511230
	Iteration 39Q: 3 clusters Score -3123373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3123384.750000 Penalty: 4985.511230
	Iteration 40F: 3 clusters Score -3123385 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3123414.750000 Penalty: 4985.511230
	Iteration 41Q: 3 clusters Score -3123415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3123429.250000 Penalty: 4985.511230
	Iteration 42Q: 3 clusters Score -3123429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3123438.250000 Penalty: 4985.511230
	Iteration 43Q: 3 clusters Score -3123438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3123455.750000 Penalty: 4985.511230
	Iteration 44Q: 3 clusters Score -3123456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3123462.500000 Penalty: 4985.511230
	Iteration 45Q: 3 clusters Score -3123462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3123471.500000 Penalty: 4985.511230
	Iteration 46Q: 3 clusters Score -3123472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3123485.500000 Penalty: 4985.511230
	Iteration 47Q: 3 clusters Score -3123486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3123503.250000 Penalty: 4985.511230
	Iteration 48Q: 3 clusters Score -3123503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3123516.750000 Penalty: 4985.511230
	Iteration 49Q: 3 clusters Score -3123517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3123531.000000 Penalty: 4985.511230
	Iteration 50Q: 3 clusters Score -3123531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3123539.000000 Penalty: 4985.511230
	Iteration 51Q: 3 clusters Score -3123539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3123555.750000 Penalty: 4985.511230
	Iteration 52Q: 3 clusters Score -3123556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3123570.500000 Penalty: 4985.511230
	Iteration 53Q: 3 clusters Score -3123570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3123578.250000 Penalty: 4985.511230
	Iteration 54Q: 3 clusters Score -3123578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3123581.250000 Penalty: 4985.511230
	Iteration 55Q: 3 clusters Score -3123581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3123584.750000 Penalty: 4985.511230
	Iteration 56Q: 3 clusters Score -3123585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3123591.750000 Penalty: 4985.511230
	Iteration 57Q: 3 clusters Score -3123592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3123591.250000 Penalty: 4985.511230
	Iteration 58Q: 3 clusters Score -3123591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3123602.000000 Penalty: 4985.511230
	Iteration 59Q: 3 clusters Score -3123602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3123604.500000 Penalty: 4985.511230
	Iteration 60F: 3 clusters Score -3123604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3123615.250000 Penalty: 4985.511230
	Iteration 61Q: 3 clusters Score -3123615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3123621.250000 Penalty: 4985.511230
	Iteration 62Q: 3 clusters Score -3123621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3123638.250000 Penalty: 4985.511230
	Iteration 63Q: 3 clusters Score -3123638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3123647.500000 Penalty: 4985.511230
	Iteration 64Q: 3 clusters Score -3123648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3123646.250000 Penalty: 4985.511230
	Iteration 65Q: 3 clusters Score -3123646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3123658.750000 Penalty: 4985.511230
	Iteration 66Q: 3 clusters Score -3123659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3123663.000000 Penalty: 4985.511230
	Iteration 67Q: 3 clusters Score -3123663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3123666.250000 Penalty: 4985.511230
	Iteration 68Q: 3 clusters Score -3123666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3123678.750000 Penalty: 4985.511230
	Iteration 69Q: 3 clusters Score -3123679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3123677.250000 Penalty: 4985.511230
	Iteration 70Q: 3 clusters Score -3123677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3123675.250000 Penalty: 4985.511230
	Iteration 71Q: 3 clusters Score -3123675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3123676.500000 Penalty: 4985.511230
	Iteration 72Q: 3 clusters Score -3123676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3123681.250000 Penalty: 4985.511230
	Iteration 73Q: 3 clusters Score -3123681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3123678.000000 Penalty: 4985.511230
	Iteration 74Q: 3 clusters Score -3123678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3123678.250000 Penalty: 4985.511230
	Iteration 75Q: 3 clusters Score -3123678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3123693.500000 Penalty: 4985.511230
	Iteration 76Q: 3 clusters Score -3123694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3123691.250000 Penalty: 4985.511230
	Iteration 77Q: 3 clusters Score -3123691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3123689.750000 Penalty: 4985.511230
	Iteration 78Q: 3 clusters Score -3123690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3123699.250000 Penalty: 4985.511230
	Iteration 79Q: 3 clusters Score -3123699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3123704.000000 Penalty: 4985.511230
	Iteration 80F: 3 clusters Score -3123704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3123702.000000 Penalty: 4985.511230
	Iteration 81Q: 3 clusters Score -3123702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3123699.000000 Penalty: 4985.511230
	Iteration 82Q: 3 clusters Score -3123699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3123704.000000 Penalty: 4985.511230
	Iteration 83Q: 3 clusters Score -3123704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3123710.250000 Penalty: 4985.511230
	Iteration 84Q: 3 clusters Score -3123710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3123717.500000 Penalty: 4985.511230
	Iteration 85Q: 3 clusters Score -3123718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3123730.750000 Penalty: 4985.511230
	Iteration 86Q: 3 clusters Score -3123731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3123731.500000 Penalty: 4985.511230
	Iteration 87Q: 3 clusters Score -3123732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3123738.000000 Penalty: 4985.511230
	Iteration 88Q: 3 clusters Score -3123738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3123742.250000 Penalty: 4985.511230
	Iteration 89Q: 3 clusters Score -3123742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3123744.000000 Penalty: 4985.511230
	Iteration 90Q: 3 clusters Score -3123744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3123750.000000 Penalty: 4985.511230
	Iteration 91Q: 3 clusters Score -3123750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3123752.500000 Penalty: 4985.511230
	Iteration 92Q: 3 clusters Score -3123752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3123747.500000 Penalty: 4985.511230
	Iteration 93Q: 3 clusters Score -3123748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3123754.750000 Penalty: 4985.511230
	Iteration 94Q: 3 clusters Score -3123755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3123760.500000 Penalty: 4985.511230
	Iteration 95Q: 3 clusters Score -3123760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3123762.750000 Penalty: 4985.511230
	Iteration 96Q: 3 clusters Score -3123763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3123761.000000 Penalty: 4985.511230
	Iteration 97Q: 3 clusters Score -3123761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3123767.000000 Penalty: 4985.511230
	Iteration 98Q: 3 clusters Score -3123767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3123764.250000 Penalty: 4985.511230
	Iteration 99Q: 3 clusters Score -3123764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3123762.500000 Penalty: 4985.511230
	Iteration 100F: 3 clusters Score -3123762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -84072.601562 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -84072.6 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 382 members 
Entering Unmasked Estep 
Score: -82469.007812 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -82469.01 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82752.640625 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -82752.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82862.679688 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -82862.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83021.023438 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -83021.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83105.281250 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -83105.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83147.218750 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -83147.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83205.453125 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -83205.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83241.289062 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -83241.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83266.632812 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -83266.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83288.296875 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -83288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83301.742188 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -83301.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83307.703125 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -83307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83323.945312 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -83323.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83338.921875 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -83338.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83362.476562 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -83362.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83401.562500 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -83401.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83426.515625 Penalty: 3261.928711
	Iteration 16Q: 3 clusters Score -83426.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83444.101562 Penalty: 3261.928711
	Iteration 17Q: 3 clusters Score -83444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83448.492188 Penalty: 3261.928711
	Iteration 18Q: 3 clusters Score -83448.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83448.492188 Penalty: 3261.928711
	Iteration 19F: 3 clusters Score -83448.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Entering Unmasked Estep 
Score: -3929548.500000 Penalty: 2546.056885
	Iteration 0F: 2 clusters Score -3929548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3909775.250000 Penalty: 5092.113770
	Iteration 0F: 3 clusters Score -3909775 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3916551.500000 Penalty: 5092.113770
	Iteration 1F: 3 clusters Score -3916552 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3917017.500000 Penalty: 5092.113770
	Iteration 2Q: 3 clusters Score -3917018 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3917397.250000 Penalty: 5092.113770
	Iteration 3Q: 3 clusters Score -3917397 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3917741.250000 Penalty: 5092.113770
	Iteration 4Q: 3 clusters Score -3917741 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3918103.250000 Penalty: 5092.113770
	Iteration 5Q: 3 clusters Score -3918103 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3918552.000000 Penalty: 5092.113770
	Iteration 6Q: 3 clusters Score -3918552 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3919172.750000 Penalty: 5092.113770
	Iteration 7Q: 3 clusters Score -3919173 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3919973.000000 Penalty: 5092.113770
	Iteration 8F: 3 clusters Score -3919973 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3921142.500000 Penalty: 5092.113770
	Iteration 9F: 3 clusters Score -3921142 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3922673.250000 Penalty: 5092.113770
	Iteration 10F: 3 clusters Score -3922673 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3924257.250000 Penalty: 5092.113770
	Iteration 11F: 3 clusters Score -3924257 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3925504.500000 Penalty: 5092.113770
	Iteration 12Q: 3 clusters Score -3925504 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3926369.750000 Penalty: 5092.113770
	Iteration 13Q: 3 clusters Score -3926370 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3926852.000000 Penalty: 5092.113770
	Iteration 14Q: 3 clusters Score -3926852 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3927088.250000 Penalty: 5092.113770
	Iteration 15Q: 3 clusters Score -3927088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3927218.000000 Penalty: 5092.113770
	Iteration 16Q: 3 clusters Score -3927218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3927301.750000 Penalty: 5092.113770
	Iteration 17Q: 3 clusters Score -3927302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3927371.000000 Penalty: 5092.113770
	Iteration 18Q: 3 clusters Score -3927371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3927430.250000 Penalty: 5092.113770
	Iteration 19Q: 3 clusters Score -3927430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3927451.000000 Penalty: 5092.113770
	Iteration 20F: 3 clusters Score -3927451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3927476.500000 Penalty: 5092.113770
	Iteration 21Q: 3 clusters Score -3927476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3927490.000000 Penalty: 5092.113770
	Iteration 22Q: 3 clusters Score -3927490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3927506.000000 Penalty: 5092.113770
	Iteration 23Q: 3 clusters Score -3927506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3927515.000000 Penalty: 5092.113770
	Iteration 24Q: 3 clusters Score -3927515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3927522.250000 Penalty: 5092.113770
	Iteration 25Q: 3 clusters Score -3927522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3927537.750000 Penalty: 5092.113770
	Iteration 26Q: 3 clusters Score -3927538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3927551.750000 Penalty: 5092.113770
	Iteration 27Q: 3 clusters Score -3927552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3927555.250000 Penalty: 5092.113770
	Iteration 28Q: 3 clusters Score -3927555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3927558.750000 Penalty: 5092.113770
	Iteration 29Q: 3 clusters Score -3927559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3927561.750000 Penalty: 5092.113770
	Iteration 30Q: 3 clusters Score -3927562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3927562.500000 Penalty: 5092.113770
	Iteration 31Q: 3 clusters Score -3927562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3927565.250000 Penalty: 5092.113770
	Iteration 32Q: 3 clusters Score -3927565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3927562.500000 Penalty: 5092.113770
	Iteration 33Q: 3 clusters Score -3927562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3927562.500000 Penalty: 5092.113770
	Iteration 34F: 3 clusters Score -3927562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (104790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104790 members 
Entering Unmasked Estep 
Score: -14144160.000000 Penalty: 2866.808838
	Iteration 0F: 2 clusters Score -1.414416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -14073748.000000 Penalty: 5733.617676
	Iteration 0F: 3 clusters Score -1.407375e+07 nChanged 49934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -14102520.000000 Penalty: 5733.617676
	Iteration 1F: 3 clusters Score -1.410252e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -14103381.000000 Penalty: 5733.617676
	Iteration 2Q: 3 clusters Score -1.410338e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -14104245.000000 Penalty: 5733.617676
	Iteration 3Q: 3 clusters Score -1.410424e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -14105365.000000 Penalty: 5733.617676
	Iteration 4Q: 3 clusters Score -1.410536e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -14106919.000000 Penalty: 5733.617676
	Iteration 5Q: 3 clusters Score -1.410692e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -14109664.000000 Penalty: 5733.617676
	Iteration 6F: 3 clusters Score -1.410966e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -14114235.000000 Penalty: 5733.617676
	Iteration 7F: 3 clusters Score -1.411424e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -14120850.000000 Penalty: 5733.617676
	Iteration 8F: 3 clusters Score -1.412085e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -14128793.000000 Penalty: 5733.617676
	Iteration 9F: 3 clusters Score -1.412879e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -14135512.000000 Penalty: 5733.617676
	Iteration 10F: 3 clusters Score -1.413551e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -14139329.000000 Penalty: 5733.617676
	Iteration 11Q: 3 clusters Score -1.413933e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -14140754.000000 Penalty: 5733.617676
	Iteration 12Q: 3 clusters Score -1.414075e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -14141257.000000 Penalty: 5733.617676
	Iteration 13Q: 3 clusters Score -1.414126e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 104465 members 
Entering Unmasked Estep 
Score: -14141391.000000 Penalty: 5733.617676
	Iteration 14Q: 3 clusters Score -1.414139e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -14141463.000000 Penalty: 5733.617676
	Iteration 15Q: 3 clusters Score -1.414146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 104545 members 
Entering Unmasked Estep 
Score: -14141540.000000 Penalty: 5733.617676
	Iteration 16Q: 3 clusters Score -1.414154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -14141577.000000 Penalty: 5733.617676
	Iteration 17Q: 3 clusters Score -1.414158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -14141586.000000 Penalty: 5733.617676
	Iteration 18Q: 3 clusters Score -1.414159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -14141585.000000 Penalty: 5733.617676
	Iteration 19Q: 3 clusters Score -1.414158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -14141596.000000 Penalty: 5733.617676
	Iteration 20F: 3 clusters Score -1.41416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (101597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Entering Unmasked Estep 
Score: -13616970.000000 Penalty: 2859.134766
	Iteration 0F: 2 clusters Score -1.361697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -13549435.000000 Penalty: 5718.269531
	Iteration 0F: 3 clusters Score -1.354944e+07 nChanged 48066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -13576626.000000 Penalty: 5718.269531
	Iteration 1F: 3 clusters Score -1.357663e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -13577372.000000 Penalty: 5718.269531
	Iteration 2Q: 3 clusters Score -1.357737e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -13578192.000000 Penalty: 5718.269531
	Iteration 3Q: 3 clusters Score -1.357819e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -13579556.000000 Penalty: 5718.269531
	Iteration 4Q: 3 clusters Score -1.357956e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -13581664.000000 Penalty: 5718.269531
	Iteration 5Q: 3 clusters Score -1.358166e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -13584942.000000 Penalty: 5718.269531
	Iteration 6F: 3 clusters Score -1.358494e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -13590244.000000 Penalty: 5718.269531
	Iteration 7F: 3 clusters Score -1.359024e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -13597327.000000 Penalty: 5718.269531
	Iteration 8F: 3 clusters Score -1.359733e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -13604232.000000 Penalty: 5718.269531
	Iteration 9F: 3 clusters Score -1.360423e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -13609421.000000 Penalty: 5718.269531
	Iteration 10F: 3 clusters Score -1.360942e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -13612252.000000 Penalty: 5718.269531
	Iteration 11Q: 3 clusters Score -1.361225e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -13613483.000000 Penalty: 5718.269531
	Iteration 12Q: 3 clusters Score -1.361348e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -13614013.000000 Penalty: 5718.269531
	Iteration 13Q: 3 clusters Score -1.361401e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -13614243.000000 Penalty: 5718.269531
	Iteration 14Q: 3 clusters Score -1.361424e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -13614393.000000 Penalty: 5718.269531
	Iteration 15Q: 3 clusters Score -1.361439e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -13614453.000000 Penalty: 5718.269531
	Iteration 16Q: 3 clusters Score -1.361445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -13614490.000000 Penalty: 5718.269531
	Iteration 17Q: 3 clusters Score -1.361449e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 101151 members 
Entering Unmasked Estep 
Score: -13614515.000000 Penalty: 5718.269531
	Iteration 18Q: 3 clusters Score -1.361452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -13614526.000000 Penalty: 5718.269531
	Iteration 19Q: 3 clusters Score -1.361453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -13614554.000000 Penalty: 5718.269531
	Iteration 20F: 3 clusters Score -1.361455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -13614558.000000 Penalty: 5718.269531
	Iteration 21Q: 3 clusters Score -1.361456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -13614575.000000 Penalty: 5718.269531
	Iteration 22Q: 3 clusters Score -1.361458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -13614567.000000 Penalty: 5718.269531
	Iteration 23Q: 3 clusters Score -1.361457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -13614585.000000 Penalty: 5718.269531
	Iteration 24Q: 3 clusters Score -1.361458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -13614582.000000 Penalty: 5718.269531
	Iteration 25Q: 3 clusters Score -1.361458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -13614594.000000 Penalty: 5718.269531
	Iteration 26Q: 3 clusters Score -1.361459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -13614596.000000 Penalty: 5718.269531
	Iteration 27Q: 3 clusters Score -1.36146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -13614605.000000 Penalty: 5718.269531
	Iteration 28Q: 3 clusters Score -1.36146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -13614603.000000 Penalty: 5718.269531
	Iteration 29Q: 3 clusters Score -1.36146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -13614607.000000 Penalty: 5718.269531
	Iteration 30Q: 3 clusters Score -1.361461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -13614604.000000 Penalty: 5718.269531
	Iteration 31Q: 3 clusters Score -1.36146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -13614604.000000 Penalty: 5718.269531
	Iteration 32F: 3 clusters Score -1.36146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -405730.125000 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -405730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -402413.937500 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -402413.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -403095.406250 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -403095.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -403271.343750 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -403271.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -403377.093750 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -403377.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -403479.187500 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -403479.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403562.687500 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -403562.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -403641.906250 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -403641.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -403716.500000 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -403716.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -403810.562500 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -403810.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -403905.062500 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -403905.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -403973.656250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -403973.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -404033.000000 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -404033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -404083.250000 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -404083.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -404127.468750 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -404127.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -404168.250000 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -404168.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -404198.593750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -404198.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -404224.500000 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -404224.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -404260.906250 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -404260.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -404309.062500 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -404309.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -404365.937500 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -404365.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -404427.937500 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -404427.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -404479.281250 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -404479.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -404519.750000 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -404519.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -404557.468750 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -404557.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -404586.562500 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -404586.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -404621.187500 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -404621.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -404646.875000 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -404646.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -404672.062500 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -404672.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -404685.812500 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -404685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -404697.031250 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -404697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -404706.656250 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -404706.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -404714.625000 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -404714.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -404721.250000 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -404721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -404726.031250 Penalty: 3981.951904
	Iteration 33Q: 3 clusters Score -404726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -404727.406250 Penalty: 3981.951904
	Iteration 34Q: 3 clusters Score -404727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -404727.343750 Penalty: 3981.951904
	Iteration 35Q: 3 clusters Score -404727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -404727.343750 Penalty: 3981.951904
	Iteration 36F: 3 clusters Score -404727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 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 314 members 
Entering Unmasked Estep 
Score: -66938.429688 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66938.43 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67249.734375 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67249.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67377.273438 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67377.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67435.726562 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67435.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67483.851562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67483.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67515.484375 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67515.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67538.203125 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67550.414062 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67550.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67569.195312 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67612.656250 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -67612.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67643.304688 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -67643.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67674.039062 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -67674.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67714.054688 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -67714.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67756.828125 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -67756.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67787.250000 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -67787.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67831.890625 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -67831.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67871.820312 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -67871.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67884.093750 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -67884.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67885.351562 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -67885.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67888.070312 Penalty: 3174.527832
	Iteration 19F: 3 clusters Score -67888.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67892.937500 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -67892.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67896.468750 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -67896.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67898.437500 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -67898.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67898.437500 Penalty: 3174.527832
	Iteration 23F: 3 clusters Score -67898.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -978745.750000 Penalty: 2204.411621
	Iteration 0F: 2 clusters Score -978745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -972840.687500 Penalty: 4408.823242
	Iteration 0F: 3 clusters Score -972840.7 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -974507.125000 Penalty: 4408.823242
	Iteration 1F: 3 clusters Score -974507.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -975031.125000 Penalty: 4408.823242
	Iteration 2F: 3 clusters Score -975031.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -975601.250000 Penalty: 4408.823242
	Iteration 3F: 3 clusters Score -975601.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -976127.937500 Penalty: 4408.823242
	Iteration 4F: 3 clusters Score -976127.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -976549.187500 Penalty: 4408.823242
	Iteration 5F: 3 clusters Score -976549.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -976883.000000 Penalty: 4408.823242
	Iteration 6F: 3 clusters Score -976883 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -977106.375000 Penalty: 4408.823242
	Iteration 7Q: 3 clusters Score -977106.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -977259.125000 Penalty: 4408.823242
	Iteration 8Q: 3 clusters Score -977259.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -977352.750000 Penalty: 4408.823242
	Iteration 9Q: 3 clusters Score -977352.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -977423.187500 Penalty: 4408.823242
	Iteration 10Q: 3 clusters Score -977423.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -977490.625000 Penalty: 4408.823242
	Iteration 11Q: 3 clusters Score -977490.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -977544.250000 Penalty: 4408.823242
	Iteration 12Q: 3 clusters Score -977544.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -977586.250000 Penalty: 4408.823242
	Iteration 13Q: 3 clusters Score -977586.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -977623.187500 Penalty: 4408.823242
	Iteration 14Q: 3 clusters Score -977623.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -977648.250000 Penalty: 4408.823242
	Iteration 15Q: 3 clusters Score -977648.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -977666.437500 Penalty: 4408.823242
	Iteration 16Q: 3 clusters Score -977666.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -977681.125000 Penalty: 4408.823242
	Iteration 17Q: 3 clusters Score -977681.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -977692.375000 Penalty: 4408.823242
	Iteration 18Q: 3 clusters Score -977692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -977700.437500 Penalty: 4408.823242
	Iteration 19Q: 3 clusters Score -977700.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -977707.375000 Penalty: 4408.823242
	Iteration 20F: 3 clusters Score -977707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -977712.187500 Penalty: 4408.823242
	Iteration 21Q: 3 clusters Score -977712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -977713.375000 Penalty: 4408.823242
	Iteration 22Q: 3 clusters Score -977713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -977718.375000 Penalty: 4408.823242
	Iteration 23Q: 3 clusters Score -977718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -977725.500000 Penalty: 4408.823242
	Iteration 24Q: 3 clusters Score -977725.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -977733.625000 Penalty: 4408.823242
	Iteration 25Q: 3 clusters Score -977733.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -977737.750000 Penalty: 4408.823242
	Iteration 26Q: 3 clusters Score -977737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -977742.750000 Penalty: 4408.823242
	Iteration 27Q: 3 clusters Score -977742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -977748.062500 Penalty: 4408.823242
	Iteration 28Q: 3 clusters Score -977748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -977753.500000 Penalty: 4408.823242
	Iteration 29Q: 3 clusters Score -977753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -977756.437500 Penalty: 4408.823242
	Iteration 30Q: 3 clusters Score -977756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -977759.000000 Penalty: 4408.823242
	Iteration 31Q: 3 clusters Score -977759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -977758.625000 Penalty: 4408.823242
	Iteration 32Q: 3 clusters Score -977758.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -977760.937500 Penalty: 4408.823242
	Iteration 33Q: 3 clusters Score -977760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -977762.875000 Penalty: 4408.823242
	Iteration 34Q: 3 clusters Score -977762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -977763.375000 Penalty: 4408.823242
	Iteration 35Q: 3 clusters Score -977763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -977765.937500 Penalty: 4408.823242
	Iteration 36Q: 3 clusters Score -977765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -977764.875000 Penalty: 4408.823242
	Iteration 37Q: 3 clusters Score -977764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -977764.875000 Penalty: 4408.823242
	Iteration 38F: 3 clusters Score -977764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Entering Unmasked Estep 
Score: -12444665.000000 Penalty: 2835.581299
	Iteration 0F: 2 clusters Score -1.244466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -12383119.000000 Penalty: 5671.162598
	Iteration 0F: 3 clusters Score -1.238312e+07 nChanged 43533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -12407884.000000 Penalty: 5671.162598
	Iteration 1F: 3 clusters Score -1.240788e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -12408826.000000 Penalty: 5671.162598
	Iteration 2Q: 3 clusters Score -1.240883e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -12410093.000000 Penalty: 5671.162598
	Iteration 3Q: 3 clusters Score -1.241009e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -12411995.000000 Penalty: 5671.162598
	Iteration 4Q: 3 clusters Score -1.2412e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -12415038.000000 Penalty: 5671.162598
	Iteration 5F: 3 clusters Score -1.241504e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -12419870.000000 Penalty: 5671.162598
	Iteration 6F: 3 clusters Score -1.241987e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -12426843.000000 Penalty: 5671.162598
	Iteration 7F: 3 clusters Score -1.242684e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -12433977.000000 Penalty: 5671.162598
	Iteration 8F: 3 clusters Score -1.243398e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -12437814.000000 Penalty: 5671.162598
	Iteration 9F: 3 clusters Score -1.243781e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -12439070.000000 Penalty: 5671.162598
	Iteration 10Q: 3 clusters Score -1.243907e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -12439634.000000 Penalty: 5671.162598
	Iteration 11Q: 3 clusters Score -1.243963e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -12439967.000000 Penalty: 5671.162598
	Iteration 12Q: 3 clusters Score -1.243997e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -12440188.000000 Penalty: 5671.162598
	Iteration 13Q: 3 clusters Score -1.244019e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -12440279.000000 Penalty: 5671.162598
	Iteration 14Q: 3 clusters Score -1.244028e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -12440310.000000 Penalty: 5671.162598
	Iteration 15Q: 3 clusters Score -1.244031e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -12440316.000000 Penalty: 5671.162598
	Iteration 16Q: 3 clusters Score -1.244032e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -12440369.000000 Penalty: 5671.162598
	Iteration 17Q: 3 clusters Score -1.244037e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -12440339.000000 Penalty: 5671.162598
	Iteration 18Q: 3 clusters Score -1.244034e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -12440402.000000 Penalty: 5671.162598
	Iteration 19Q: 3 clusters Score -1.24404e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -12440421.000000 Penalty: 5671.162598
	Iteration 20F: 3 clusters Score -1.244042e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -12440399.000000 Penalty: 5671.162598
	Iteration 21Q: 3 clusters Score -1.24404e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -12440423.000000 Penalty: 5671.162598
	Iteration 22Q: 3 clusters Score -1.244042e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -12440406.000000 Penalty: 5671.162598
	Iteration 23Q: 3 clusters Score -1.244041e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -12440363.000000 Penalty: 5671.162598
	Iteration 24Q: 3 clusters Score -1.244036e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -12440407.000000 Penalty: 5671.162598
	Iteration 25Q: 3 clusters Score -1.244041e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -12440363.000000 Penalty: 5671.162598
	Iteration 26Q: 3 clusters Score -1.244036e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -12440375.000000 Penalty: 5671.162598
	Iteration 27Q: 3 clusters Score -1.244038e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -12440345.000000 Penalty: 5671.162598
	Iteration 28Q: 3 clusters Score -1.244034e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -12440325.000000 Penalty: 5671.162598
	Iteration 29Q: 3 clusters Score -1.244032e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -12440345.000000 Penalty: 5671.162598
	Iteration 30Q: 3 clusters Score -1.244034e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -12440379.000000 Penalty: 5671.162598
	Iteration 31Q: 3 clusters Score -1.244038e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -12440402.000000 Penalty: 5671.162598
	Iteration 32Q: 3 clusters Score -1.24404e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -12440399.000000 Penalty: 5671.162598
	Iteration 33Q: 3 clusters Score -1.24404e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -12440404.000000 Penalty: 5671.162598
	Iteration 34Q: 3 clusters Score -1.24404e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -12440392.000000 Penalty: 5671.162598
	Iteration 35Q: 3 clusters Score -1.244039e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -12440409.000000 Penalty: 5671.162598
	Iteration 36Q: 3 clusters Score -1.244041e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -12440413.000000 Penalty: 5671.162598
	Iteration 37Q: 3 clusters Score -1.244041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -12440410.000000 Penalty: 5671.162598
	Iteration 38Q: 3 clusters Score -1.244041e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -12440434.000000 Penalty: 5671.162598
	Iteration 39Q: 3 clusters Score -1.244043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -12440414.000000 Penalty: 5671.162598
	Iteration 40F: 3 clusters Score -1.244041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -12440437.000000 Penalty: 5671.162598
	Iteration 41Q: 3 clusters Score -1.244044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -12440430.000000 Penalty: 5671.162598
	Iteration 42Q: 3 clusters Score -1.244043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -12440432.000000 Penalty: 5671.162598
	Iteration 43Q: 3 clusters Score -1.244043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -12440435.000000 Penalty: 5671.162598
	Iteration 44Q: 3 clusters Score -1.244044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -12440451.000000 Penalty: 5671.162598
	Iteration 45Q: 3 clusters Score -1.244045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -12440447.000000 Penalty: 5671.162598
	Iteration 46Q: 3 clusters Score -1.244045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -12440455.000000 Penalty: 5671.162598
	Iteration 47Q: 3 clusters Score -1.244046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -12440460.000000 Penalty: 5671.162598
	Iteration 48Q: 3 clusters Score -1.244046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -12440470.000000 Penalty: 5671.162598
	Iteration 49Q: 3 clusters Score -1.244047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -12440476.000000 Penalty: 5671.162598
	Iteration 50Q: 3 clusters Score -1.244048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -12440470.000000 Penalty: 5671.162598
	Iteration 51Q: 3 clusters Score -1.244047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -12440468.000000 Penalty: 5671.162598
	Iteration 52Q: 3 clusters Score -1.244047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -12440470.000000 Penalty: 5671.162598
	Iteration 53Q: 3 clusters Score -1.244047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -12440467.000000 Penalty: 5671.162598
	Iteration 54Q: 3 clusters Score -1.244047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -12440463.000000 Penalty: 5671.162598
	Iteration 55Q: 3 clusters Score -1.244046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -12440463.000000 Penalty: 5671.162598
	Iteration 56F: 3 clusters Score -1.244046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -26898.919922 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -26898.92 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 147 members 
Entering Unmasked Estep 
Score: -25740.464844 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -25740.46 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26164.710938 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -26164.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26312.583984 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -26312.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26347.994141 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -26347.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26429.724609 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -26429.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26611.765625 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -26611.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26630.662109 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -26630.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26656.705078 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -26656.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26677.179688 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -26677.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26707.667969 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -26707.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26728.183594 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -26728.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26730.166016 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -26730.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26738.501953 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -26738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26744.810547 Penalty: 2842.129395
	Iteration 13F: 3 clusters Score -26744.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26798.259766 Penalty: 2842.129395
	Iteration 14Q: 3 clusters Score -26798.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26815.287109 Penalty: 2842.129395
	Iteration 15Q: 3 clusters Score -26815.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26879.873047 Penalty: 2842.129395
	Iteration 16Q: 3 clusters Score -26879.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26948.636719 Penalty: 2842.129395
	Iteration 17Q: 3 clusters Score -26948.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26953.292969 Penalty: 2842.129395
	Iteration 18Q: 3 clusters Score -26953.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26954.398438 Penalty: 2842.129395
	Iteration 19Q: 3 clusters Score -26954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26965.890625 Penalty: 2842.129395
	Iteration 20F: 3 clusters Score -26965.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 20369 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 18419 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 48733 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 23189 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28749 members 
Mstep: Class 15 contains 104790 members 
Mstep: Class 16 contains 101597 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 92392 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 111 members 
Entering Unmasked Estep 
Score: -62778912.000000 Penalty: 81056.015625
Splitting cluster 21 changes total score from -62780328.000000 to -62778912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -13988.915039 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -13988.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13102.873047 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -13102.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13127.564453 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -13127.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13127.564453 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -13127.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 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 281 members 
Entering Unmasked Estep 
Score: -63275.507812 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63275.51 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63612.457031 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63612.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63807.894531 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63807.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64062.671875 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -64062.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64304.464844 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -64304.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64431.675781 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -64431.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64590.101562 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -64590.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64664.894531 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -64664.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64781.875000 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64781.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65070.988281 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -65070.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65267.785156 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -65267.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65392.578125 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -65392.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65555.539062 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -65555.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65700.914062 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -65700.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65782.585938 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -65782.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65788.835938 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -65788.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65788.835938 Penalty: 3162.856689
	Iteration 16F: 3 clusters Score -65788.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 20369 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 18419 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 48733 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 23189 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28749 members 
Mstep: Class 15 contains 104790 members 
Mstep: Class 16 contains 101597 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 92392 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 345 members 
Entering Unmasked Estep 
Score: -62779936.000000 Penalty: 81056.015625
Splitting cluster 23 changes total score from -62780328.000000 to -62779936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -77570.132812 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -77570.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75964.859375 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -75964.86 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76305.148438 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -76305.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76435.937500 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -76435.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76545.953125 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -76545.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76632.203125 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -76632.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76680.968750 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -76680.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76713.851562 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -76713.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76762.984375 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -76762.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76823.617188 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -76823.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76899.140625 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -76899.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76941.687500 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -76941.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76963.687500 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -76963.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76990.585938 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -76990.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77007.328125 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -77007.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77012.585938 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -77012.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77013.265625 Penalty: 3222.400391
	Iteration 15F: 3 clusters Score -77013.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77018.929688 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -77018.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77037.398438 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -77037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77048.289062 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -77048.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77059.320312 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -77059.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77076.835938 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -77076.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77098.296875 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -77098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77117.273438 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -77117.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77132.304688 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -77132.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77144.992188 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -77144.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77149.320312 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -77149.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77149.320312 Penalty: 3222.400391
	Iteration 26F: 3 clusters Score -77149.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 20369 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 18419 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 48733 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 23189 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28749 members 
Mstep: Class 15 contains 104790 members 
Mstep: Class 16 contains 101597 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 92392 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780796.000000 Penalty: 77813.773438
Iteration 239Q: 25 clusters Score -6.27808e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 20345 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 6075 members 
Mstep: Class 7 contains 18274 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 48879 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 23150 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28673 members 
Mstep: Class 15 contains 105685 members 
Mstep: Class 16 contains 100745 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 92630 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781384.000000 Penalty: 77813.773438
Iteration 240F: 25 clusters Score -6.278138e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 20329 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5609 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 18143 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 48987 members 
Mstep: Class 11 contains 2137 members 
Mstep: Class 12 contains 23103 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28605 members 
Mstep: Class 15 contains 106640 members 
Mstep: Class 16 contains 99780 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 92922 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781596.000000 Penalty: 77813.773438
Iteration 241Q: 25 clusters Score -6.27816e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 20316 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 18018 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 2132 members 
Mstep: Class 12 contains 23040 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28549 members 
Mstep: Class 15 contains 107385 members 
Mstep: Class 16 contains 99027 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 93207 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781784.000000 Penalty: 77813.773438
Iteration 242Q: 25 clusters Score -6.278178e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20299 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 17915 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 49191 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 22992 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28488 members 
Mstep: Class 15 contains 107894 members 
Mstep: Class 16 contains 98418 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7025 members 
Mstep: Class 20 contains 93554 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781964.000000 Penalty: 77813.773438
Iteration 243Q: 25 clusters Score -6.278196e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 20291 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 3933 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 49282 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 22942 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28426 members 
Mstep: Class 15 contains 108223 members 
Mstep: Class 16 contains 97928 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 93922 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782276.000000 Penalty: 77813.773438
Iteration 244Q: 25 clusters Score -6.278228e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 20280 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5651 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 17747 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 49391 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 22899 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28374 members 
Mstep: Class 15 contains 108320 members 
Mstep: Class 16 contains 97503 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 94427 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782484.000000 Penalty: 77813.773438
Iteration 245Q: 25 clusters Score -6.278248e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 20262 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 49490 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 22860 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 28335 members 
Mstep: Class 15 contains 108290 members 
Mstep: Class 16 contains 97059 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6918 members 
Mstep: Class 20 contains 95018 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782656.000000 Penalty: 77813.773438
Iteration 246Q: 25 clusters Score -6.278266e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 6011 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 49602 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 22811 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 15 contains 108275 members 
Mstep: Class 16 contains 96662 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 95558 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782524.000000 Penalty: 77813.773438
Iteration 247Q: 25 clusters Score -6.278252e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20229 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5681 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 49695 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 22762 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28261 members 
Mstep: Class 15 contains 108175 members 
Mstep: Class 16 contains 96287 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6842 members 
Mstep: Class 20 contains 96131 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782588.000000 Penalty: 77813.773438
Iteration 248Q: 25 clusters Score -6.278259e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20212 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 49794 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 22712 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 28223 members 
Mstep: Class 15 contains 108009 members 
Mstep: Class 16 contains 95899 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 96774 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782628.000000 Penalty: 77813.773438
Iteration 249Q: 25 clusters Score -6.278263e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20201 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 6017 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 49885 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 28199 members 
Mstep: Class 15 contains 107798 members 
Mstep: Class 16 contains 95504 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 97458 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782888.000000 Penalty: 77813.773438
Iteration 250Q: 25 clusters Score -6.278289e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 20189 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 17483 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 49990 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 22600 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 28186 members 
Mstep: Class 15 contains 107651 members 
Mstep: Class 16 contains 95090 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6785 members 
Mstep: Class 20 contains 98084 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783028.000000 Penalty: 77813.773438
Iteration 251Q: 25 clusters Score -6.278303e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 20179 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5713 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 50056 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 22531 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 28174 members 
Mstep: Class 15 contains 107695 members 
Mstep: Class 16 contains 94652 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6775 members 
Mstep: Class 20 contains 98586 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783316.000000 Penalty: 77813.773438
Iteration 252Q: 25 clusters Score -6.278332e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20165 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5719 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 17418 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 50090 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 22470 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 28165 members 
Mstep: Class 15 contains 107832 members 
Mstep: Class 16 contains 94194 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6754 members 
Mstep: Class 20 contains 99053 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783656.000000 Penalty: 77813.773438
Iteration 253Q: 25 clusters Score -6.278366e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20157 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 50100 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 22403 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 28161 members 
Mstep: Class 15 contains 108139 members 
Mstep: Class 16 contains 93695 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 99402 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783800.000000 Penalty: 77813.773438
Iteration 254Q: 25 clusters Score -6.27838e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20148 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 17357 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 50091 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 22354 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 28153 members 
Mstep: Class 15 contains 108568 members 
Mstep: Class 16 contains 93108 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6724 members 
Mstep: Class 20 contains 99725 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784044.000000 Penalty: 77813.773438
Iteration 255Q: 25 clusters Score -6.278404e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 17319 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 50075 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 22306 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 28144 members 
Mstep: Class 15 contains 109098 members 
Mstep: Class 16 contains 92394 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6713 members 
Mstep: Class 20 contains 100061 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784044.000000 Penalty: 77813.773438
Iteration 256Q: 25 clusters Score -6.278404e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 20136 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 17281 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 50038 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 22239 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28133 members 
Mstep: Class 15 contains 109812 members 
Mstep: Class 16 contains 91469 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6703 members 
Mstep: Class 20 contains 100475 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784208.000000 Penalty: 77813.773438
Iteration 257Q: 25 clusters Score -6.278421e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20128 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 17233 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 49983 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 12 contains 22176 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28124 members 
Mstep: Class 15 contains 110749 members 
Mstep: Class 16 contains 90248 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6686 members 
Mstep: Class 20 contains 100985 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784260.000000 Penalty: 77813.773438
Iteration 258Q: 25 clusters Score -6.278426e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 20127 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 17185 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 49929 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 22120 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28098 members 
Mstep: Class 15 contains 111919 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 101703 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784628.000000 Penalty: 77813.773438
Iteration 259Q: 25 clusters Score -6.278463e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 20120 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 17101 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 49813 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 22041 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28063 members 
Mstep: Class 15 contains 113528 members 
Mstep: Class 16 contains 86569 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6637 members 
Mstep: Class 20 contains 102556 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784388.000000 Penalty: 77813.773438
Iteration 260F: 25 clusters Score -6.278439e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 20106 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 49676 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28057 members 
Mstep: Class 15 contains 115482 members 
Mstep: Class 16 contains 83809 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6611 members 
Mstep: Class 20 contains 103743 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784224.000000 Penalty: 77813.773438
Iteration 261Q: 25 clusters Score -6.278422e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 20096 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 16925 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 49509 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 21897 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28063 members 
Mstep: Class 15 contains 118044 members 
Mstep: Class 16 contains 80300 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6588 members 
Mstep: Class 20 contains 105099 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784024.000000 Penalty: 77813.773438
Iteration 262Q: 25 clusters Score -6.278402e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20087 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 5897 members 
Mstep: Class 7 contains 16863 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 49306 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 21815 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28067 members 
Mstep: Class 15 contains 121175 members 
Mstep: Class 16 contains 76038 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 106666 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783340.000000 Penalty: 77813.773438
Iteration 263Q: 25 clusters Score -6.278334e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 20092 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 5890 members 
Mstep: Class 7 contains 16817 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 49073 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 21765 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28108 members 
Mstep: Class 15 contains 124784 members 
Mstep: Class 16 contains 70828 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 108631 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781912.000000 Penalty: 77813.773438
Iteration 264Q: 25 clusters Score -6.278191e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20091 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 16786 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 48846 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 21733 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 15 contains 129269 members 
Mstep: Class 16 contains 64209 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6500 members 
Mstep: Class 20 contains 111107 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779680.000000 Penalty: 77813.773438
Iteration 265Q: 25 clusters Score -6.277968e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 20098 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 48570 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 21805 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28194 members 
Mstep: Class 15 contains 134391 members 
Mstep: Class 16 contains 56209 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 114155 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776076.000000 Penalty: 77813.773438
Iteration 266Q: 25 clusters Score -6.277608e+07 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20130 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 48250 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 21945 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28290 members 
Mstep: Class 15 contains 139517 members 
Mstep: Class 16 contains 47542 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 117627 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770632.000000 Penalty: 77813.773438
Iteration 267Q: 25 clusters Score -6.277063e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 20189 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5712 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 17083 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 47951 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 22103 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 28468 members 
Mstep: Class 15 contains 142206 members 
Mstep: Class 16 contains 40920 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 121185 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764916.000000 Penalty: 77813.773438
Iteration 268Q: 25 clusters Score -6.276492e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 20269 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 5818 members 
Mstep: Class 7 contains 17371 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 47712 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 22354 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 28665 members 
Mstep: Class 15 contains 142177 members 
Mstep: Class 16 contains 36737 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 124672 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761260.000000 Penalty: 77813.773438
Iteration 269Q: 25 clusters Score -6.276126e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 20344 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 5822 members 
Mstep: Class 7 contains 17684 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 47453 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 22628 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 28906 members 
Mstep: Class 15 contains 140486 members 
Mstep: Class 16 contains 34187 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 128068 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758760.000000 Penalty: 77813.773438
Iteration 270Q: 25 clusters Score -6.275876e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 20390 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 18009 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 47171 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 22913 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 29188 members 
Mstep: Class 15 contains 138059 members 
Mstep: Class 16 contains 32664 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 131161 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757764.000000 Penalty: 77813.773438
Iteration 271Q: 25 clusters Score -6.275776e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 20438 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 46887 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 23142 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 29437 members 
Mstep: Class 15 contains 135426 members 
Mstep: Class 16 contains 31681 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6859 members 
Mstep: Class 20 contains 134022 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757244.000000 Penalty: 77813.773438
Iteration 272Q: 25 clusters Score -6.275724e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 18613 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 46592 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 23333 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 29673 members 
Mstep: Class 15 contains 132632 members 
Mstep: Class 16 contains 31005 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 136841 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757052.000000 Penalty: 77813.773438
Iteration 273Q: 25 clusters Score -6.275705e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 20528 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 5808 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 46292 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 23510 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 129969 members 
Mstep: Class 16 contains 30523 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7032 members 
Mstep: Class 20 contains 139471 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757512.000000 Penalty: 77813.773438
Iteration 274Q: 25 clusters Score -6.275751e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20567 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 23652 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 30054 members 
Mstep: Class 15 contains 127540 members 
Mstep: Class 16 contains 30175 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 141788 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758144.000000 Penalty: 77813.773438
Iteration 275Q: 25 clusters Score -6.275814e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 5815 members 
Mstep: Class 7 contains 19284 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 45854 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 30209 members 
Mstep: Class 15 contains 125321 members 
Mstep: Class 16 contains 29953 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 143899 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758792.000000 Penalty: 77813.773438
Iteration 276Q: 25 clusters Score -6.275879e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 20645 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 19451 members 
Mstep: Class 8 contains 3845 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 45673 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30331 members 
Mstep: Class 15 contains 123403 members 
Mstep: Class 16 contains 29804 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 145715 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759520.000000 Penalty: 77813.773438
Iteration 277Q: 25 clusters Score -6.275952e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20690 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 5825 members 
Mstep: Class 7 contains 19594 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 45505 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 121778 members 
Mstep: Class 16 contains 29682 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 147288 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760036.000000 Penalty: 77813.773438
Iteration 278Q: 25 clusters Score -6.276004e+07 nChanged 2047
Entering ConstructFrom: 
Score: -62760036.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -397920.937500 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -397920.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -394545.906250 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -394545.9 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -395315.000000 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -395315 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -395544.968750 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -395545 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -395726.125000 Penalty: 3997.401123
	Iteration 3F: 3 clusters Score -395726.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -395857.593750 Penalty: 3997.401123
	Iteration 4Q: 3 clusters Score -395857.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -395973.500000 Penalty: 3997.401123
	Iteration 5Q: 3 clusters Score -395973.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -396065.031250 Penalty: 3997.401123
	Iteration 6Q: 3 clusters Score -396065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -396154.281250 Penalty: 3997.401123
	Iteration 7Q: 3 clusters Score -396154.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396234.187500 Penalty: 3997.401123
	Iteration 8Q: 3 clusters Score -396234.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -396291.125000 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -396291.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -396335.937500 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -396335.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -396367.562500 Penalty: 3997.401123
	Iteration 11Q: 3 clusters Score -396367.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -396403.906250 Penalty: 3997.401123
	Iteration 12Q: 3 clusters Score -396403.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -396438.531250 Penalty: 3997.401123
	Iteration 13Q: 3 clusters Score -396438.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -396467.250000 Penalty: 3997.401123
	Iteration 14Q: 3 clusters Score -396467.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -396496.218750 Penalty: 3997.401123
	Iteration 15Q: 3 clusters Score -396496.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -396518.937500 Penalty: 3997.401123
	Iteration 16Q: 3 clusters Score -396518.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -396532.812500 Penalty: 3997.401123
	Iteration 17Q: 3 clusters Score -396532.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -396542.312500 Penalty: 3997.401123
	Iteration 18Q: 3 clusters Score -396542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -396547.031250 Penalty: 3997.401123
	Iteration 19Q: 3 clusters Score -396547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -396551.843750 Penalty: 3997.401123
	Iteration 20F: 3 clusters Score -396551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -396555.937500 Penalty: 3997.401123
	Iteration 21Q: 3 clusters Score -396555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -396560.343750 Penalty: 3997.401123
	Iteration 22Q: 3 clusters Score -396560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -396567.031250 Penalty: 3997.401123
	Iteration 23Q: 3 clusters Score -396567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -396570.250000 Penalty: 3997.401123
	Iteration 24Q: 3 clusters Score -396570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -396575.468750 Penalty: 3997.401123
	Iteration 25Q: 3 clusters Score -396575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -396578.656250 Penalty: 3997.401123
	Iteration 26Q: 3 clusters Score -396578.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -396582.750000 Penalty: 3997.401123
	Iteration 27Q: 3 clusters Score -396582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -396587.125000 Penalty: 3997.401123
	Iteration 28Q: 3 clusters Score -396587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -396588.593750 Penalty: 3997.401123
	Iteration 29Q: 3 clusters Score -396588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -396594.937500 Penalty: 3997.401123
	Iteration 30Q: 3 clusters Score -396594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -396598.750000 Penalty: 3997.401123
	Iteration 31Q: 3 clusters Score -396598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -396601.468750 Penalty: 3997.401123
	Iteration 32Q: 3 clusters Score -396601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -396606.125000 Penalty: 3997.401123
	Iteration 33Q: 3 clusters Score -396606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -396610.781250 Penalty: 3997.401123
	Iteration 34Q: 3 clusters Score -396610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -396614.031250 Penalty: 3997.401123
	Iteration 35Q: 3 clusters Score -396614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -396616.812500 Penalty: 3997.401123
	Iteration 36Q: 3 clusters Score -396616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -396619.687500 Penalty: 3997.401123
	Iteration 37Q: 3 clusters Score -396619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -396621.125000 Penalty: 3997.401123
	Iteration 38Q: 3 clusters Score -396621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -396622.250000 Penalty: 3997.401123
	Iteration 39Q: 3 clusters Score -396622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -396623.593750 Penalty: 3997.401123
	Iteration 40F: 3 clusters Score -396623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -396626.593750 Penalty: 3997.401123
	Iteration 41Q: 3 clusters Score -396626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -396627.062500 Penalty: 3997.401123
	Iteration 42Q: 3 clusters Score -396627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -396626.937500 Penalty: 3997.401123
	Iteration 43Q: 3 clusters Score -396626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -396628.593750 Penalty: 3997.401123
	Iteration 44Q: 3 clusters Score -396628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -396630.468750 Penalty: 3997.401123
	Iteration 45Q: 3 clusters Score -396630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -396632.906250 Penalty: 3997.401123
	Iteration 46Q: 3 clusters Score -396632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -396634.093750 Penalty: 3997.401123
	Iteration 47Q: 3 clusters Score -396634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -396634.375000 Penalty: 3997.401123
	Iteration 48Q: 3 clusters Score -396634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -396635.187500 Penalty: 3997.401123
	Iteration 49Q: 3 clusters Score -396635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -396635.531250 Penalty: 3997.401123
	Iteration 50Q: 3 clusters Score -396635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -396636.281250 Penalty: 3997.401123
	Iteration 51Q: 3 clusters Score -396636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -396638.718750 Penalty: 3997.401123
	Iteration 52Q: 3 clusters Score -396638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -396638.687500 Penalty: 3997.401123
	Iteration 53Q: 3 clusters Score -396638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -396638.687500 Penalty: 3997.401123
	Iteration 54F: 3 clusters Score -396638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Entering Unmasked Estep 
Score: -2808523.250000 Penalty: 2464.847900
	Iteration 0F: 2 clusters Score -2808523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2794027.500000 Penalty: 4929.695801
	Iteration 0F: 3 clusters Score -2794028 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2799076.500000 Penalty: 4929.695801
	Iteration 1F: 3 clusters Score -2799076 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2799497.500000 Penalty: 4929.695801
	Iteration 2F: 3 clusters Score -2799498 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2799876.250000 Penalty: 4929.695801
	Iteration 3Q: 3 clusters Score -2799876 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2800328.250000 Penalty: 4929.695801
	Iteration 4Q: 3 clusters Score -2800328 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2800808.250000 Penalty: 4929.695801
	Iteration 5Q: 3 clusters Score -2800808 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2801400.750000 Penalty: 4929.695801
	Iteration 6F: 3 clusters Score -2801401 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2802146.250000 Penalty: 4929.695801
	Iteration 7F: 3 clusters Score -2802146 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2803094.750000 Penalty: 4929.695801
	Iteration 8F: 3 clusters Score -2803095 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2804088.500000 Penalty: 4929.695801
	Iteration 9F: 3 clusters Score -2804088 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2804984.750000 Penalty: 4929.695801
	Iteration 10Q: 3 clusters Score -2804985 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2805585.250000 Penalty: 4929.695801
	Iteration 11Q: 3 clusters Score -2805585 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2805978.250000 Penalty: 4929.695801
	Iteration 12Q: 3 clusters Score -2805978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2806175.500000 Penalty: 4929.695801
	Iteration 13Q: 3 clusters Score -2806176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2806266.750000 Penalty: 4929.695801
	Iteration 14Q: 3 clusters Score -2806267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2806325.750000 Penalty: 4929.695801
	Iteration 15Q: 3 clusters Score -2806326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2806369.750000 Penalty: 4929.695801
	Iteration 16Q: 3 clusters Score -2806370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2806398.750000 Penalty: 4929.695801
	Iteration 17Q: 3 clusters Score -2806399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2806416.000000 Penalty: 4929.695801
	Iteration 18Q: 3 clusters Score -2806416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2806432.250000 Penalty: 4929.695801
	Iteration 19Q: 3 clusters Score -2806432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2806450.000000 Penalty: 4929.695801
	Iteration 20F: 3 clusters Score -2806450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2806464.750000 Penalty: 4929.695801
	Iteration 21Q: 3 clusters Score -2806465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2806478.250000 Penalty: 4929.695801
	Iteration 22Q: 3 clusters Score -2806478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2806493.750000 Penalty: 4929.695801
	Iteration 23Q: 3 clusters Score -2806494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2806520.500000 Penalty: 4929.695801
	Iteration 24Q: 3 clusters Score -2806520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2806532.750000 Penalty: 4929.695801
	Iteration 25Q: 3 clusters Score -2806533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2806536.250000 Penalty: 4929.695801
	Iteration 26Q: 3 clusters Score -2806536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2806545.500000 Penalty: 4929.695801
	Iteration 27Q: 3 clusters Score -2806546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2806554.500000 Penalty: 4929.695801
	Iteration 28Q: 3 clusters Score -2806554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2806557.750000 Penalty: 4929.695801
	Iteration 29Q: 3 clusters Score -2806558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2806556.500000 Penalty: 4929.695801
	Iteration 30Q: 3 clusters Score -2806556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2806556.500000 Penalty: 4929.695801
	Iteration 31F: 3 clusters Score -2806556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24158.964844 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24158.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24255.394531 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24255.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24270.423828 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24270.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24293.753906 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24293.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24310.419922 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24310.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24310.419922 Penalty: 2695.126221
	Iteration 5F: 3 clusters Score -24310.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33977.644531 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33977.64 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34341.527344 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34341.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34587.023438 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34587.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34706.882812 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -34706.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34864.542969 Penalty: 2911.171387
	Iteration 4F: 3 clusters Score -34864.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -34977.781250 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34977.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35015.609375 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -35015.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35048.128906 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -35048.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35076.648438 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -35076.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35076.648438 Penalty: 2911.171387
	Iteration 9F: 3 clusters Score -35076.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -702304.875000 Penalty: 2134.499023
	Iteration 0F: 2 clusters Score -702304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -697488.812500 Penalty: 4268.998047
	Iteration 0F: 3 clusters Score -697488.8 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -698750.062500 Penalty: 4268.998047
	Iteration 1F: 3 clusters Score -698750.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -699130.375000 Penalty: 4268.998047
	Iteration 2F: 3 clusters Score -699130.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -699497.500000 Penalty: 4268.998047
	Iteration 3F: 3 clusters Score -699497.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -699891.500000 Penalty: 4268.998047
	Iteration 4F: 3 clusters Score -699891.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -700202.187500 Penalty: 4268.998047
	Iteration 5F: 3 clusters Score -700202.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -700446.062500 Penalty: 4268.998047
	Iteration 6F: 3 clusters Score -700446.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -700600.687500 Penalty: 4268.998047
	Iteration 7Q: 3 clusters Score -700600.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -700715.500000 Penalty: 4268.998047
	Iteration 8Q: 3 clusters Score -700715.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -700788.062500 Penalty: 4268.998047
	Iteration 9Q: 3 clusters Score -700788.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -700846.125000 Penalty: 4268.998047
	Iteration 10Q: 3 clusters Score -700846.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -700896.812500 Penalty: 4268.998047
	Iteration 11Q: 3 clusters Score -700896.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -700935.750000 Penalty: 4268.998047
	Iteration 12Q: 3 clusters Score -700935.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -700961.562500 Penalty: 4268.998047
	Iteration 13Q: 3 clusters Score -700961.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -700981.312500 Penalty: 4268.998047
	Iteration 14Q: 3 clusters Score -700981.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -700989.625000 Penalty: 4268.998047
	Iteration 15Q: 3 clusters Score -700989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -700996.750000 Penalty: 4268.998047
	Iteration 16Q: 3 clusters Score -700996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -700999.687500 Penalty: 4268.998047
	Iteration 17Q: 3 clusters Score -700999.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -701003.062500 Penalty: 4268.998047
	Iteration 18Q: 3 clusters Score -701003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -701006.750000 Penalty: 4268.998047
	Iteration 19Q: 3 clusters Score -701006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -701008.687500 Penalty: 4268.998047
	Iteration 20F: 3 clusters Score -701008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -701008.500000 Penalty: 4268.998047
	Iteration 21Q: 3 clusters Score -701008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -701011.375000 Penalty: 4268.998047
	Iteration 22Q: 3 clusters Score -701011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -701011.187500 Penalty: 4268.998047
	Iteration 23Q: 3 clusters Score -701011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -701012.312500 Penalty: 4268.998047
	Iteration 24Q: 3 clusters Score -701012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -701013.062500 Penalty: 4268.998047
	Iteration 25Q: 3 clusters Score -701013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -701013.000000 Penalty: 4268.998047
	Iteration 26Q: 3 clusters Score -701013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -701013.000000 Penalty: 4268.998047
	Iteration 27F: 3 clusters Score -701013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -757396.937500 Penalty: 2150.223877
	Iteration 0F: 2 clusters Score -757396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -752351.250000 Penalty: 4300.447754
	Iteration 0F: 3 clusters Score -752351.2 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -753683.000000 Penalty: 4300.447754
	Iteration 1F: 3 clusters Score -753683 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -754088.312500 Penalty: 4300.447754
	Iteration 2F: 3 clusters Score -754088.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -754590.062500 Penalty: 4300.447754
	Iteration 3F: 3 clusters Score -754590.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -755189.437500 Penalty: 4300.447754
	Iteration 4F: 3 clusters Score -755189.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -755695.750000 Penalty: 4300.447754
	Iteration 5F: 3 clusters Score -755695.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -756003.875000 Penalty: 4300.447754
	Iteration 6F: 3 clusters Score -756003.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -756190.062500 Penalty: 4300.447754
	Iteration 7Q: 3 clusters Score -756190.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -756336.250000 Penalty: 4300.447754
	Iteration 8Q: 3 clusters Score -756336.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -756448.625000 Penalty: 4300.447754
	Iteration 9Q: 3 clusters Score -756448.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -756531.875000 Penalty: 4300.447754
	Iteration 10Q: 3 clusters Score -756531.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -756611.562500 Penalty: 4300.447754
	Iteration 11Q: 3 clusters Score -756611.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -756667.312500 Penalty: 4300.447754
	Iteration 12Q: 3 clusters Score -756667.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -756717.875000 Penalty: 4300.447754
	Iteration 13Q: 3 clusters Score -756717.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -756759.250000 Penalty: 4300.447754
	Iteration 14Q: 3 clusters Score -756759.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -756799.875000 Penalty: 4300.447754
	Iteration 15Q: 3 clusters Score -756799.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -756834.500000 Penalty: 4300.447754
	Iteration 16Q: 3 clusters Score -756834.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -756868.687500 Penalty: 4300.447754
	Iteration 17Q: 3 clusters Score -756868.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -756896.687500 Penalty: 4300.447754
	Iteration 18Q: 3 clusters Score -756896.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -756912.500000 Penalty: 4300.447754
	Iteration 19Q: 3 clusters Score -756912.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -756921.312500 Penalty: 4300.447754
	Iteration 20F: 3 clusters Score -756921.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -756930.000000 Penalty: 4300.447754
	Iteration 21Q: 3 clusters Score -756930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -756932.312500 Penalty: 4300.447754
	Iteration 22Q: 3 clusters Score -756932.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -756936.750000 Penalty: 4300.447754
	Iteration 23Q: 3 clusters Score -756936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -756935.250000 Penalty: 4300.447754
	Iteration 24Q: 3 clusters Score -756935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -756933.875000 Penalty: 4300.447754
	Iteration 25Q: 3 clusters Score -756933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -756935.062500 Penalty: 4300.447754
	Iteration 26Q: 3 clusters Score -756935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -756937.062500 Penalty: 4300.447754
	Iteration 27Q: 3 clusters Score -756937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -756939.125000 Penalty: 4300.447754
	Iteration 28Q: 3 clusters Score -756939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -756940.375000 Penalty: 4300.447754
	Iteration 29Q: 3 clusters Score -756940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -756940.375000 Penalty: 4300.447754
	Iteration 30F: 3 clusters Score -756940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Entering Unmasked Estep 
Score: -2679413.500000 Penalty: 2452.228516
	Iteration 0F: 2 clusters Score -2679414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2665563.750000 Penalty: 4904.457031
	Iteration 0F: 3 clusters Score -2665564 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2670224.500000 Penalty: 4904.457031
	Iteration 1F: 3 clusters Score -2670224 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2670738.000000 Penalty: 4904.457031
	Iteration 2F: 3 clusters Score -2670738 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2671259.500000 Penalty: 4904.457031
	Iteration 3F: 3 clusters Score -2671260 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2671894.250000 Penalty: 4904.457031
	Iteration 4F: 3 clusters Score -2671894 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2672639.750000 Penalty: 4904.457031
	Iteration 5F: 3 clusters Score -2672640 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2673500.750000 Penalty: 4904.457031
	Iteration 6F: 3 clusters Score -2673501 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2674431.750000 Penalty: 4904.457031
	Iteration 7F: 3 clusters Score -2674432 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2675343.750000 Penalty: 4904.457031
	Iteration 8F: 3 clusters Score -2675344 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2676124.250000 Penalty: 4904.457031
	Iteration 9Q: 3 clusters Score -2676124 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2676695.250000 Penalty: 4904.457031
	Iteration 10Q: 3 clusters Score -2676695 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2677029.750000 Penalty: 4904.457031
	Iteration 11Q: 3 clusters Score -2677030 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2677185.750000 Penalty: 4904.457031
	Iteration 12Q: 3 clusters Score -2677186 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2677280.500000 Penalty: 4904.457031
	Iteration 13Q: 3 clusters Score -2677280 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2677350.250000 Penalty: 4904.457031
	Iteration 14Q: 3 clusters Score -2677350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2677401.750000 Penalty: 4904.457031
	Iteration 15Q: 3 clusters Score -2677402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2677437.000000 Penalty: 4904.457031
	Iteration 16Q: 3 clusters Score -2677437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2677453.250000 Penalty: 4904.457031
	Iteration 17Q: 3 clusters Score -2677453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2677459.000000 Penalty: 4904.457031
	Iteration 18Q: 3 clusters Score -2677459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2677459.500000 Penalty: 4904.457031
	Iteration 19Q: 3 clusters Score -2677460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2677463.250000 Penalty: 4904.457031
	Iteration 20F: 3 clusters Score -2677463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2677464.500000 Penalty: 4904.457031
	Iteration 21Q: 3 clusters Score -2677464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2677470.750000 Penalty: 4904.457031
	Iteration 22Q: 3 clusters Score -2677471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2677473.750000 Penalty: 4904.457031
	Iteration 23Q: 3 clusters Score -2677474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2677477.500000 Penalty: 4904.457031
	Iteration 24Q: 3 clusters Score -2677478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2677480.250000 Penalty: 4904.457031
	Iteration 25Q: 3 clusters Score -2677480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2677483.500000 Penalty: 4904.457031
	Iteration 26Q: 3 clusters Score -2677484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2677489.000000 Penalty: 4904.457031
	Iteration 27Q: 3 clusters Score -2677489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2677492.500000 Penalty: 4904.457031
	Iteration 28Q: 3 clusters Score -2677492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2677499.250000 Penalty: 4904.457031
	Iteration 29Q: 3 clusters Score -2677499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2677500.000000 Penalty: 4904.457031
	Iteration 30Q: 3 clusters Score -2677500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2677502.750000 Penalty: 4904.457031
	Iteration 31Q: 3 clusters Score -2677503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2677504.500000 Penalty: 4904.457031
	Iteration 32Q: 3 clusters Score -2677504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2677501.750000 Penalty: 4904.457031
	Iteration 33Q: 3 clusters Score -2677502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2677501.000000 Penalty: 4904.457031
	Iteration 34Q: 3 clusters Score -2677501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2677503.250000 Penalty: 4904.457031
	Iteration 35Q: 3 clusters Score -2677503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2677506.000000 Penalty: 4904.457031
	Iteration 36Q: 3 clusters Score -2677506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2677506.250000 Penalty: 4904.457031
	Iteration 37Q: 3 clusters Score -2677506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2677507.500000 Penalty: 4904.457031
	Iteration 38Q: 3 clusters Score -2677508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2677505.750000 Penalty: 4904.457031
	Iteration 39Q: 3 clusters Score -2677506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2677505.750000 Penalty: 4904.457031
	Iteration 40F: 3 clusters Score -2677506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -517975.750000 Penalty: 2047.767212
	Iteration 0F: 2 clusters Score -517975.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -514121.406250 Penalty: 4095.534424
	Iteration 0F: 3 clusters Score -514121.4 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -514935.312500 Penalty: 4095.534424
	Iteration 1F: 3 clusters Score -514935.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515115.250000 Penalty: 4095.534424
	Iteration 2F: 3 clusters Score -515115.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -515231.625000 Penalty: 4095.534424
	Iteration 3F: 3 clusters Score -515231.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -515320.312500 Penalty: 4095.534424
	Iteration 4Q: 3 clusters Score -515320.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -515397.718750 Penalty: 4095.534424
	Iteration 5Q: 3 clusters Score -515397.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -515461.343750 Penalty: 4095.534424
	Iteration 6Q: 3 clusters Score -515461.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -515514.781250 Penalty: 4095.534424
	Iteration 7Q: 3 clusters Score -515514.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -515554.718750 Penalty: 4095.534424
	Iteration 8Q: 3 clusters Score -515554.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -515588.218750 Penalty: 4095.534424
	Iteration 9Q: 3 clusters Score -515588.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -515614.843750 Penalty: 4095.534424
	Iteration 10Q: 3 clusters Score -515614.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -515648.812500 Penalty: 4095.534424
	Iteration 11Q: 3 clusters Score -515648.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -515676.031250 Penalty: 4095.534424
	Iteration 12Q: 3 clusters Score -515676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -515697.625000 Penalty: 4095.534424
	Iteration 13Q: 3 clusters Score -515697.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -515729.937500 Penalty: 4095.534424
	Iteration 14Q: 3 clusters Score -515729.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -515764.812500 Penalty: 4095.534424
	Iteration 15Q: 3 clusters Score -515764.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -515794.781250 Penalty: 4095.534424
	Iteration 16Q: 3 clusters Score -515794.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -515824.906250 Penalty: 4095.534424
	Iteration 17Q: 3 clusters Score -515824.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -515850.187500 Penalty: 4095.534424
	Iteration 18Q: 3 clusters Score -515850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -515884.750000 Penalty: 4095.534424
	Iteration 19Q: 3 clusters Score -515884.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -515914.593750 Penalty: 4095.534424
	Iteration 20F: 3 clusters Score -515914.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -515941.656250 Penalty: 4095.534424
	Iteration 21Q: 3 clusters Score -515941.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -515964.437500 Penalty: 4095.534424
	Iteration 22Q: 3 clusters Score -515964.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -515987.406250 Penalty: 4095.534424
	Iteration 23Q: 3 clusters Score -515987.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -516001.718750 Penalty: 4095.534424
	Iteration 24Q: 3 clusters Score -516001.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -516013.468750 Penalty: 4095.534424
	Iteration 25Q: 3 clusters Score -516013.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -516027.656250 Penalty: 4095.534424
	Iteration 26Q: 3 clusters Score -516027.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -516043.718750 Penalty: 4095.534424
	Iteration 27Q: 3 clusters Score -516043.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -516064.656250 Penalty: 4095.534424
	Iteration 28Q: 3 clusters Score -516064.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -516090.906250 Penalty: 4095.534424
	Iteration 29Q: 3 clusters Score -516090.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -516114.031250 Penalty: 4095.534424
	Iteration 30Q: 3 clusters Score -516114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -516129.843750 Penalty: 4095.534424
	Iteration 31Q: 3 clusters Score -516129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -516142.125000 Penalty: 4095.534424
	Iteration 32Q: 3 clusters Score -516142.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -516156.250000 Penalty: 4095.534424
	Iteration 33Q: 3 clusters Score -516156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -516166.625000 Penalty: 4095.534424
	Iteration 34Q: 3 clusters Score -516166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -516176.156250 Penalty: 4095.534424
	Iteration 35Q: 3 clusters Score -516176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -516187.531250 Penalty: 4095.534424
	Iteration 36Q: 3 clusters Score -516187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -516196.031250 Penalty: 4095.534424
	Iteration 37Q: 3 clusters Score -516196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -516201.656250 Penalty: 4095.534424
	Iteration 38Q: 3 clusters Score -516201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -516207.593750 Penalty: 4095.534424
	Iteration 39Q: 3 clusters Score -516207.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -516216.187500 Penalty: 4095.534424
	Iteration 40F: 3 clusters Score -516216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -516224.906250 Penalty: 4095.534424
	Iteration 41Q: 3 clusters Score -516224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -516233.781250 Penalty: 4095.534424
	Iteration 42Q: 3 clusters Score -516233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -516242.531250 Penalty: 4095.534424
	Iteration 43Q: 3 clusters Score -516242.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -516251.375000 Penalty: 4095.534424
	Iteration 44Q: 3 clusters Score -516251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -516259.000000 Penalty: 4095.534424
	Iteration 45Q: 3 clusters Score -516259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -516264.250000 Penalty: 4095.534424
	Iteration 46Q: 3 clusters Score -516264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -516270.187500 Penalty: 4095.534424
	Iteration 47Q: 3 clusters Score -516270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -516273.687500 Penalty: 4095.534424
	Iteration 48Q: 3 clusters Score -516273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -516277.656250 Penalty: 4095.534424
	Iteration 49Q: 3 clusters Score -516277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -516281.812500 Penalty: 4095.534424
	Iteration 50Q: 3 clusters Score -516281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -516282.500000 Penalty: 4095.534424
	Iteration 51Q: 3 clusters Score -516282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -516283.593750 Penalty: 4095.534424
	Iteration 52Q: 3 clusters Score -516283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -516284.593750 Penalty: 4095.534424
	Iteration 53Q: 3 clusters Score -516284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -516287.843750 Penalty: 4095.534424
	Iteration 54Q: 3 clusters Score -516287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516291.750000 Penalty: 4095.534424
	Iteration 55Q: 3 clusters Score -516291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -516295.343750 Penalty: 4095.534424
	Iteration 56Q: 3 clusters Score -516295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -516299.281250 Penalty: 4095.534424
	Iteration 57Q: 3 clusters Score -516299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -516301.656250 Penalty: 4095.534424
	Iteration 58Q: 3 clusters Score -516301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -516302.437500 Penalty: 4095.534424
	Iteration 59Q: 3 clusters Score -516302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -516303.468750 Penalty: 4095.534424
	Iteration 60F: 3 clusters Score -516303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -367909.062500 Penalty: 1967.759399
	Iteration 0F: 2 clusters Score -367909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -364760.531250 Penalty: 3935.518799
	Iteration 0F: 3 clusters Score -364760.5 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -365379.125000 Penalty: 3935.518799
	Iteration 1F: 3 clusters Score -365379.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -365544.437500 Penalty: 3935.518799
	Iteration 2F: 3 clusters Score -365544.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365638.062500 Penalty: 3935.518799
	Iteration 3Q: 3 clusters Score -365638.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -365702.812500 Penalty: 3935.518799
	Iteration 4Q: 3 clusters Score -365702.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -365758.343750 Penalty: 3935.518799
	Iteration 5Q: 3 clusters Score -365758.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -365795.656250 Penalty: 3935.518799
	Iteration 6Q: 3 clusters Score -365795.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -365821.437500 Penalty: 3935.518799
	Iteration 7Q: 3 clusters Score -365821.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -365849.906250 Penalty: 3935.518799
	Iteration 8Q: 3 clusters Score -365849.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -365880.031250 Penalty: 3935.518799
	Iteration 9Q: 3 clusters Score -365880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -365903.562500 Penalty: 3935.518799
	Iteration 10Q: 3 clusters Score -365903.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -365929.343750 Penalty: 3935.518799
	Iteration 11Q: 3 clusters Score -365929.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -365954.031250 Penalty: 3935.518799
	Iteration 12Q: 3 clusters Score -365954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -365990.562500 Penalty: 3935.518799
	Iteration 13Q: 3 clusters Score -365990.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -366017.531250 Penalty: 3935.518799
	Iteration 14Q: 3 clusters Score -366017.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -366038.625000 Penalty: 3935.518799
	Iteration 15Q: 3 clusters Score -366038.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -366047.437500 Penalty: 3935.518799
	Iteration 16Q: 3 clusters Score -366047.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -366057.500000 Penalty: 3935.518799
	Iteration 17Q: 3 clusters Score -366057.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -366067.156250 Penalty: 3935.518799
	Iteration 18Q: 3 clusters Score -366067.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -366073.093750 Penalty: 3935.518799
	Iteration 19Q: 3 clusters Score -366073.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -366080.937500 Penalty: 3935.518799
	Iteration 20F: 3 clusters Score -366080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -366085.687500 Penalty: 3935.518799
	Iteration 21Q: 3 clusters Score -366085.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -366092.187500 Penalty: 3935.518799
	Iteration 22Q: 3 clusters Score -366092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -366100.656250 Penalty: 3935.518799
	Iteration 23Q: 3 clusters Score -366100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -366109.687500 Penalty: 3935.518799
	Iteration 24Q: 3 clusters Score -366109.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -366114.500000 Penalty: 3935.518799
	Iteration 25Q: 3 clusters Score -366114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -366121.218750 Penalty: 3935.518799
	Iteration 26Q: 3 clusters Score -366121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -366129.593750 Penalty: 3935.518799
	Iteration 27Q: 3 clusters Score -366129.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -366137.593750 Penalty: 3935.518799
	Iteration 28Q: 3 clusters Score -366137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -366144.812500 Penalty: 3935.518799
	Iteration 29Q: 3 clusters Score -366144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -366150.812500 Penalty: 3935.518799
	Iteration 30Q: 3 clusters Score -366150.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -366161.187500 Penalty: 3935.518799
	Iteration 31Q: 3 clusters Score -366161.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -366168.812500 Penalty: 3935.518799
	Iteration 32Q: 3 clusters Score -366168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -366171.812500 Penalty: 3935.518799
	Iteration 33Q: 3 clusters Score -366171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -366173.843750 Penalty: 3935.518799
	Iteration 34Q: 3 clusters Score -366173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -366175.218750 Penalty: 3935.518799
	Iteration 35Q: 3 clusters Score -366175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -366179.062500 Penalty: 3935.518799
	Iteration 36Q: 3 clusters Score -366179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -366182.593750 Penalty: 3935.518799
	Iteration 37Q: 3 clusters Score -366182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -366185.000000 Penalty: 3935.518799
	Iteration 38Q: 3 clusters Score -366185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -366186.031250 Penalty: 3935.518799
	Iteration 39Q: 3 clusters Score -366186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -366188.437500 Penalty: 3935.518799
	Iteration 40F: 3 clusters Score -366188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -366188.750000 Penalty: 3935.518799
	Iteration 41Q: 3 clusters Score -366188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -366189.312500 Penalty: 3935.518799
	Iteration 42Q: 3 clusters Score -366189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -366189.625000 Penalty: 3935.518799
	Iteration 43Q: 3 clusters Score -366189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -366189.625000 Penalty: 3935.518799
	Iteration 44F: 3 clusters Score -366189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Entering Unmasked Estep 
Score: -5966445.500000 Penalty: 2659.108154
	Iteration 0F: 2 clusters Score -5966446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5935907.000000 Penalty: 5318.216309
	Iteration 0F: 3 clusters Score -5935907 nChanged 20998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5947348.000000 Penalty: 5318.216309
	Iteration 1F: 3 clusters Score -5947348 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5947877.500000 Penalty: 5318.216309
	Iteration 2Q: 3 clusters Score -5947878 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5948308.500000 Penalty: 5318.216309
	Iteration 3Q: 3 clusters Score -5948308 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5948821.500000 Penalty: 5318.216309
	Iteration 4Q: 3 clusters Score -5948822 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5949475.500000 Penalty: 5318.216309
	Iteration 5Q: 3 clusters Score -5949476 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -5950396.000000 Penalty: 5318.216309
	Iteration 6Q: 3 clusters Score -5950396 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5951748.000000 Penalty: 5318.216309
	Iteration 7F: 3 clusters Score -5951748 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -5953647.500000 Penalty: 5318.216309
	Iteration 8F: 3 clusters Score -5953648 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5956136.500000 Penalty: 5318.216309
	Iteration 9F: 3 clusters Score -5956136 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5958744.000000 Penalty: 5318.216309
	Iteration 10F: 3 clusters Score -5958744 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5960872.500000 Penalty: 5318.216309
	Iteration 11F: 3 clusters Score -5960872 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5962311.500000 Penalty: 5318.216309
	Iteration 12Q: 3 clusters Score -5962312 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5963195.500000 Penalty: 5318.216309
	Iteration 13Q: 3 clusters Score -5963196 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5963683.500000 Penalty: 5318.216309
	Iteration 14Q: 3 clusters Score -5963684 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -5963916.500000 Penalty: 5318.216309
	Iteration 15Q: 3 clusters Score -5963916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5964033.500000 Penalty: 5318.216309
	Iteration 16Q: 3 clusters Score -5964034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5964114.000000 Penalty: 5318.216309
	Iteration 17Q: 3 clusters Score -5964114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5964136.000000 Penalty: 5318.216309
	Iteration 18Q: 3 clusters Score -5964136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5964148.000000 Penalty: 5318.216309
	Iteration 19Q: 3 clusters Score -5964148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5964170.500000 Penalty: 5318.216309
	Iteration 20F: 3 clusters Score -5964170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -5964179.500000 Penalty: 5318.216309
	Iteration 21Q: 3 clusters Score -5964180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5964185.000000 Penalty: 5318.216309
	Iteration 22Q: 3 clusters Score -5964185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -5964183.500000 Penalty: 5318.216309
	Iteration 23Q: 3 clusters Score -5964184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -5964183.500000 Penalty: 5318.216309
	Iteration 24F: 3 clusters Score -5964184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -308731.062500 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -308731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -305947.937500 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -305947.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306546.000000 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -306546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306698.656250 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -306698.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306819.093750 Penalty: 3836.991699
	Iteration 3Q: 3 clusters Score -306819.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -306921.781250 Penalty: 3836.991699
	Iteration 4Q: 3 clusters Score -306921.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -307012.156250 Penalty: 3836.991699
	Iteration 5Q: 3 clusters Score -307012.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -307077.062500 Penalty: 3836.991699
	Iteration 6Q: 3 clusters Score -307077.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -307132.937500 Penalty: 3836.991699
	Iteration 7Q: 3 clusters Score -307132.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -307173.000000 Penalty: 3836.991699
	Iteration 8Q: 3 clusters Score -307173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -307209.812500 Penalty: 3836.991699
	Iteration 9Q: 3 clusters Score -307209.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307249.531250 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -307249.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -307275.531250 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -307275.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -307297.843750 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -307297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -307313.187500 Penalty: 3836.991699
	Iteration 13Q: 3 clusters Score -307313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -307320.218750 Penalty: 3836.991699
	Iteration 14Q: 3 clusters Score -307320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -307322.562500 Penalty: 3836.991699
	Iteration 15Q: 3 clusters Score -307322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -307324.093750 Penalty: 3836.991699
	Iteration 16Q: 3 clusters Score -307324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307325.000000 Penalty: 3836.991699
	Iteration 17Q: 3 clusters Score -307325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -307325.750000 Penalty: 3836.991699
	Iteration 18Q: 3 clusters Score -307325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -307325.750000 Penalty: 3836.991699
	Iteration 19F: 3 clusters Score -307325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Entering Unmasked Estep 
Score: -3205694.500000 Penalty: 2498.892578
	Iteration 0F: 2 clusters Score -3205694 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 12122 members 
Entering Unmasked Estep 
Score: -3189056.750000 Penalty: 4997.785156
	Iteration 0F: 3 clusters Score -3189057 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3195000.000000 Penalty: 4997.785156
	Iteration 1F: 3 clusters Score -3195000 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3195774.000000 Penalty: 4997.785156
	Iteration 2F: 3 clusters Score -3195774 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3196758.000000 Penalty: 4997.785156
	Iteration 3F: 3 clusters Score -3196758 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3198107.000000 Penalty: 4997.785156
	Iteration 4F: 3 clusters Score -3198107 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3199624.000000 Penalty: 4997.785156
	Iteration 5F: 3 clusters Score -3199624 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3200917.250000 Penalty: 4997.785156
	Iteration 6F: 3 clusters Score -3200917 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3201982.000000 Penalty: 4997.785156
	Iteration 7Q: 3 clusters Score -3201982 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3202738.500000 Penalty: 4997.785156
	Iteration 8Q: 3 clusters Score -3202738 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3203282.750000 Penalty: 4997.785156
	Iteration 9Q: 3 clusters Score -3203283 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3203523.750000 Penalty: 4997.785156
	Iteration 10Q: 3 clusters Score -3203524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3203642.750000 Penalty: 4997.785156
	Iteration 11Q: 3 clusters Score -3203643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3203700.500000 Penalty: 4997.785156
	Iteration 12Q: 3 clusters Score -3203700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3203728.750000 Penalty: 4997.785156
	Iteration 13Q: 3 clusters Score -3203729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3203745.750000 Penalty: 4997.785156
	Iteration 14Q: 3 clusters Score -3203746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3203770.250000 Penalty: 4997.785156
	Iteration 15Q: 3 clusters Score -3203770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3203775.750000 Penalty: 4997.785156
	Iteration 16Q: 3 clusters Score -3203776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3203782.250000 Penalty: 4997.785156
	Iteration 17Q: 3 clusters Score -3203782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3203790.750000 Penalty: 4997.785156
	Iteration 18Q: 3 clusters Score -3203791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3203798.750000 Penalty: 4997.785156
	Iteration 19Q: 3 clusters Score -3203799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3203798.500000 Penalty: 4997.785156
	Iteration 20F: 3 clusters Score -3203798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3203805.250000 Penalty: 4997.785156
	Iteration 21Q: 3 clusters Score -3203805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3203804.500000 Penalty: 4997.785156
	Iteration 22Q: 3 clusters Score -3203804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3203810.250000 Penalty: 4997.785156
	Iteration 23Q: 3 clusters Score -3203810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3203808.750000 Penalty: 4997.785156
	Iteration 24Q: 3 clusters Score -3203809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3203808.750000 Penalty: 4997.785156
	Iteration 25Q: 3 clusters Score -3203809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3203810.750000 Penalty: 4997.785156
	Iteration 26Q: 3 clusters Score -3203811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3203817.750000 Penalty: 4997.785156
	Iteration 27Q: 3 clusters Score -3203818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3203821.750000 Penalty: 4997.785156
	Iteration 28Q: 3 clusters Score -3203822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3203824.000000 Penalty: 4997.785156
	Iteration 29Q: 3 clusters Score -3203824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3203823.500000 Penalty: 4997.785156
	Iteration 30Q: 3 clusters Score -3203824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3203822.000000 Penalty: 4997.785156
	Iteration 31Q: 3 clusters Score -3203822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3203821.500000 Penalty: 4997.785156
	Iteration 32Q: 3 clusters Score -3203822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3203819.500000 Penalty: 4997.785156
	Iteration 33Q: 3 clusters Score -3203820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3203819.500000 Penalty: 4997.785156
	Iteration 34F: 3 clusters Score -3203820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -83211.859375 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -83211.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81618.171875 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -81618.17 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82016.585938 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -82016.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82303.703125 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -82303.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82514.906250 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -82514.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82644.492188 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -82644.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82726.734375 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -82726.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82764.820312 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -82764.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82776.882812 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -82776.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82788.015625 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -82788.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82792.023438 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -82792.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82795.304688 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -82795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82795.304688 Penalty: 3257.069580
	Iteration 11F: 3 clusters Score -82795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Entering Unmasked Estep 
Score: -4167811.750000 Penalty: 2560.760010
	Iteration 0F: 2 clusters Score -4167812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4146938.500000 Penalty: 5121.520020
	Iteration 0F: 3 clusters Score -4146938 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4154457.250000 Penalty: 5121.520020
	Iteration 1F: 3 clusters Score -4154457 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4154997.250000 Penalty: 5121.520020
	Iteration 2Q: 3 clusters Score -4154997 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4155460.500000 Penalty: 5121.520020
	Iteration 3Q: 3 clusters Score -4155460 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4155956.750000 Penalty: 5121.520020
	Iteration 4Q: 3 clusters Score -4155957 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4156598.000000 Penalty: 5121.520020
	Iteration 5Q: 3 clusters Score -4156598 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4157398.250000 Penalty: 5121.520020
	Iteration 6F: 3 clusters Score -4157398 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4158521.000000 Penalty: 5121.520020
	Iteration 7F: 3 clusters Score -4158521 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4159897.000000 Penalty: 5121.520020
	Iteration 8F: 3 clusters Score -4159897 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4161516.500000 Penalty: 5121.520020
	Iteration 9F: 3 clusters Score -4161516 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4163101.000000 Penalty: 5121.520020
	Iteration 10F: 3 clusters Score -4163101 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4164212.000000 Penalty: 5121.520020
	Iteration 11Q: 3 clusters Score -4164212 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4164803.500000 Penalty: 5121.520020
	Iteration 12Q: 3 clusters Score -4164804 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4165149.000000 Penalty: 5121.520020
	Iteration 13Q: 3 clusters Score -4165149 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4165336.750000 Penalty: 5121.520020
	Iteration 14Q: 3 clusters Score -4165337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4165445.750000 Penalty: 5121.520020
	Iteration 15Q: 3 clusters Score -4165446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4165501.500000 Penalty: 5121.520020
	Iteration 16Q: 3 clusters Score -4165502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4165544.250000 Penalty: 5121.520020
	Iteration 17Q: 3 clusters Score -4165544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4165562.750000 Penalty: 5121.520020
	Iteration 18Q: 3 clusters Score -4165563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4165572.750000 Penalty: 5121.520020
	Iteration 19Q: 3 clusters Score -4165573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4165586.250000 Penalty: 5121.520020
	Iteration 20F: 3 clusters Score -4165586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4165594.500000 Penalty: 5121.520020
	Iteration 21Q: 3 clusters Score -4165594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4165596.750000 Penalty: 5121.520020
	Iteration 22Q: 3 clusters Score -4165597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -4165603.000000 Penalty: 5121.520020
	Iteration 23Q: 3 clusters Score -4165603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -4165603.000000 Penalty: 5121.520020
	Iteration 24F: 3 clusters Score -4165603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (120449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Entering Unmasked Estep 
Score: -16181111.000000 Penalty: 2901.347412
	Iteration 0F: 2 clusters Score -1.618111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -16110405.000000 Penalty: 5802.694824
	Iteration 0F: 3 clusters Score -1.61104e+07 nChanged 57060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -16143305.000000 Penalty: 5802.694824
	Iteration 1F: 3 clusters Score -1.61433e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -16144037.000000 Penalty: 5802.694824
	Iteration 2Q: 3 clusters Score -1.614404e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -16144893.000000 Penalty: 5802.694824
	Iteration 3Q: 3 clusters Score -1.614489e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -16145986.000000 Penalty: 5802.694824
	Iteration 4Q: 3 clusters Score -1.614599e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -16147899.000000 Penalty: 5802.694824
	Iteration 5Q: 3 clusters Score -1.61479e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -16151294.000000 Penalty: 5802.694824
	Iteration 6F: 3 clusters Score -1.615129e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -16157201.000000 Penalty: 5802.694824
	Iteration 7F: 3 clusters Score -1.61572e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -16166615.000000 Penalty: 5802.694824
	Iteration 8F: 3 clusters Score -1.616662e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -16175030.000000 Penalty: 5802.694824
	Iteration 9F: 3 clusters Score -1.617503e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116009 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -16177620.000000 Penalty: 5802.694824
	Iteration 10F: 3 clusters Score -1.617762e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16178125.000000 Penalty: 5802.694824
	Iteration 11Q: 3 clusters Score -1.617812e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16178327.000000 Penalty: 5802.694824
	Iteration 12Q: 3 clusters Score -1.617833e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16178483.000000 Penalty: 5802.694824
	Iteration 13Q: 3 clusters Score -1.617848e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120133 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16178558.000000 Penalty: 5802.694824
	Iteration 14Q: 3 clusters Score -1.617856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16178597.000000 Penalty: 5802.694824
	Iteration 15Q: 3 clusters Score -1.61786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16178621.000000 Penalty: 5802.694824
	Iteration 16Q: 3 clusters Score -1.617862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16178625.000000 Penalty: 5802.694824
	Iteration 17Q: 3 clusters Score -1.617862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16178623.000000 Penalty: 5802.694824
	Iteration 18Q: 3 clusters Score -1.617862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16178619.000000 Penalty: 5802.694824
	Iteration 19Q: 3 clusters Score -1.617862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120173 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16178614.000000 Penalty: 5802.694824
	Iteration 20F: 3 clusters Score -1.617861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120173 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16178621.000000 Penalty: 5802.694824
	Iteration 21Q: 3 clusters Score -1.617862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16178630.000000 Penalty: 5802.694824
	Iteration 22Q: 3 clusters Score -1.617863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16178642.000000 Penalty: 5802.694824
	Iteration 23Q: 3 clusters Score -1.617864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16178642.000000 Penalty: 5802.694824
	Iteration 24F: 3 clusters Score -1.617864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Entering Unmasked Estep 
Score: -3968397.250000 Penalty: 2553.165771
	Iteration 0F: 2 clusters Score -3968397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3948076.250000 Penalty: 5106.331543
	Iteration 0F: 3 clusters Score -3948076 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3955348.500000 Penalty: 5106.331543
	Iteration 1F: 3 clusters Score -3955348 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3955933.500000 Penalty: 5106.331543
	Iteration 2F: 3 clusters Score -3955934 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3956634.500000 Penalty: 5106.331543
	Iteration 3Q: 3 clusters Score -3956634 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3957477.000000 Penalty: 5106.331543
	Iteration 4Q: 3 clusters Score -3957477 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3958588.000000 Penalty: 5106.331543
	Iteration 5F: 3 clusters Score -3958588 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3959821.000000 Penalty: 5106.331543
	Iteration 6F: 3 clusters Score -3959821 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3961193.500000 Penalty: 5106.331543
	Iteration 7F: 3 clusters Score -3961194 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3962714.750000 Penalty: 5106.331543
	Iteration 8F: 3 clusters Score -3962715 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3964157.250000 Penalty: 5106.331543
	Iteration 9F: 3 clusters Score -3964157 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3965267.750000 Penalty: 5106.331543
	Iteration 10Q: 3 clusters Score -3965268 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3965978.750000 Penalty: 5106.331543
	Iteration 11Q: 3 clusters Score -3965979 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3966395.250000 Penalty: 5106.331543
	Iteration 12Q: 3 clusters Score -3966395 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3966567.250000 Penalty: 5106.331543
	Iteration 13Q: 3 clusters Score -3966567 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3966656.000000 Penalty: 5106.331543
	Iteration 14Q: 3 clusters Score -3966656 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3966697.250000 Penalty: 5106.331543
	Iteration 15Q: 3 clusters Score -3966697 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3966740.000000 Penalty: 5106.331543
	Iteration 16Q: 3 clusters Score -3966740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3966758.750000 Penalty: 5106.331543
	Iteration 17Q: 3 clusters Score -3966759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3966768.500000 Penalty: 5106.331543
	Iteration 18Q: 3 clusters Score -3966768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3966795.000000 Penalty: 5106.331543
	Iteration 19Q: 3 clusters Score -3966795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3966794.750000 Penalty: 5106.331543
	Iteration 20F: 3 clusters Score -3966795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3966807.250000 Penalty: 5106.331543
	Iteration 21Q: 3 clusters Score -3966807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3966815.000000 Penalty: 5106.331543
	Iteration 22Q: 3 clusters Score -3966815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3966818.000000 Penalty: 5106.331543
	Iteration 23Q: 3 clusters Score -3966818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3966826.750000 Penalty: 5106.331543
	Iteration 24Q: 3 clusters Score -3966827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3966813.500000 Penalty: 5106.331543
	Iteration 25Q: 3 clusters Score -3966814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3966819.500000 Penalty: 5106.331543
	Iteration 26Q: 3 clusters Score -3966820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3966819.000000 Penalty: 5106.331543
	Iteration 27Q: 3 clusters Score -3966819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3966816.250000 Penalty: 5106.331543
	Iteration 28Q: 3 clusters Score -3966816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3966816.000000 Penalty: 5106.331543
	Iteration 29Q: 3 clusters Score -3966816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3966820.000000 Penalty: 5106.331543
	Iteration 30Q: 3 clusters Score -3966820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3966818.500000 Penalty: 5106.331543
	Iteration 31Q: 3 clusters Score -3966818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3966828.000000 Penalty: 5106.331543
	Iteration 32Q: 3 clusters Score -3966828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3966828.500000 Penalty: 5106.331543
	Iteration 33Q: 3 clusters Score -3966828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3966825.500000 Penalty: 5106.331543
	Iteration 34Q: 3 clusters Score -3966826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3966832.000000 Penalty: 5106.331543
	Iteration 35Q: 3 clusters Score -3966832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3966833.500000 Penalty: 5106.331543
	Iteration 36Q: 3 clusters Score -3966834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3966829.750000 Penalty: 5106.331543
	Iteration 37Q: 3 clusters Score -3966830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3966830.500000 Penalty: 5106.331543
	Iteration 38Q: 3 clusters Score -3966830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3966832.500000 Penalty: 5106.331543
	Iteration 39Q: 3 clusters Score -3966832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3966832.000000 Penalty: 5106.331543
	Iteration 40F: 3 clusters Score -3966832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3966834.500000 Penalty: 5106.331543
	Iteration 41Q: 3 clusters Score -3966834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3966838.000000 Penalty: 5106.331543
	Iteration 42Q: 3 clusters Score -3966838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3966846.250000 Penalty: 5106.331543
	Iteration 43Q: 3 clusters Score -3966846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3966838.000000 Penalty: 5106.331543
	Iteration 44Q: 3 clusters Score -3966838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3966838.000000 Penalty: 5106.331543
	Iteration 45Q: 3 clusters Score -3966838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3966844.250000 Penalty: 5106.331543
	Iteration 46Q: 3 clusters Score -3966844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3966843.000000 Penalty: 5106.331543
	Iteration 47Q: 3 clusters Score -3966843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3966843.250000 Penalty: 5106.331543
	Iteration 48Q: 3 clusters Score -3966843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3966843.250000 Penalty: 5106.331543
	Iteration 49F: 3 clusters Score -3966843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -409601.781250 Penalty: 1993.310791
	Iteration 0F: 2 clusters Score -409601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -406271.343750 Penalty: 3986.621582
	Iteration 0F: 3 clusters Score -406271.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -406997.281250 Penalty: 3986.621582
	Iteration 1F: 3 clusters Score -406997.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -407177.843750 Penalty: 3986.621582
	Iteration 2F: 3 clusters Score -407177.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407311.781250 Penalty: 3986.621582
	Iteration 3Q: 3 clusters Score -407311.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -407436.687500 Penalty: 3986.621582
	Iteration 4Q: 3 clusters Score -407436.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -407571.906250 Penalty: 3986.621582
	Iteration 5Q: 3 clusters Score -407571.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407704.250000 Penalty: 3986.621582
	Iteration 6Q: 3 clusters Score -407704.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407831.968750 Penalty: 3986.621582
	Iteration 7Q: 3 clusters Score -407832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -408009.687500 Penalty: 3986.621582
	Iteration 8Q: 3 clusters Score -408009.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -408216.375000 Penalty: 3986.621582
	Iteration 9Q: 3 clusters Score -408216.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -408376.968750 Penalty: 3986.621582
	Iteration 10Q: 3 clusters Score -408377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -408535.250000 Penalty: 3986.621582
	Iteration 11Q: 3 clusters Score -408535.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -408664.562500 Penalty: 3986.621582
	Iteration 12Q: 3 clusters Score -408664.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -408758.687500 Penalty: 3986.621582
	Iteration 13Q: 3 clusters Score -408758.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -408835.031250 Penalty: 3986.621582
	Iteration 14Q: 3 clusters Score -408835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -408920.437500 Penalty: 3986.621582
	Iteration 15Q: 3 clusters Score -408920.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -409058.843750 Penalty: 3986.621582
	Iteration 16Q: 3 clusters Score -409058.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -409206.250000 Penalty: 3986.621582
	Iteration 17Q: 3 clusters Score -409206.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -409293.718750 Penalty: 3986.621582
	Iteration 18Q: 3 clusters Score -409293.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -409343.843750 Penalty: 3986.621582
	Iteration 19Q: 3 clusters Score -409343.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -409373.343750 Penalty: 3986.621582
	Iteration 20F: 3 clusters Score -409373.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -409395.312500 Penalty: 3986.621582
	Iteration 21Q: 3 clusters Score -409395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -409409.312500 Penalty: 3986.621582
	Iteration 22Q: 3 clusters Score -409409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -409419.937500 Penalty: 3986.621582
	Iteration 23Q: 3 clusters Score -409419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -409421.937500 Penalty: 3986.621582
	Iteration 24Q: 3 clusters Score -409421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -409423.343750 Penalty: 3986.621582
	Iteration 25Q: 3 clusters Score -409423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -409427.093750 Penalty: 3986.621582
	Iteration 26Q: 3 clusters Score -409427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -409430.218750 Penalty: 3986.621582
	Iteration 27Q: 3 clusters Score -409430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409432.812500 Penalty: 3986.621582
	Iteration 28Q: 3 clusters Score -409432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409432.812500 Penalty: 3986.621582
	Iteration 29F: 3 clusters Score -409432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66954.085938 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66954.09 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67247.812500 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67247.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67328.609375 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67328.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67348.445312 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67348.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67376.765625 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67376.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67395.726562 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67395.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67399.640625 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67399.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67401.640625 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67401.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67402.851562 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67402.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67402.851562 Penalty: 3174.527832
	Iteration 9F: 3 clusters Score -67402.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Entering Unmasked Estep 
Score: -988985.937500 Penalty: 2206.760742
	Iteration 0F: 2 clusters Score -988985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -982973.562500 Penalty: 4413.521484
	Iteration 0F: 3 clusters Score -982973.6 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -984595.000000 Penalty: 4413.521484
	Iteration 1F: 3 clusters Score -984595 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -985024.812500 Penalty: 4413.521484
	Iteration 2F: 3 clusters Score -985024.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -985553.625000 Penalty: 4413.521484
	Iteration 3F: 3 clusters Score -985553.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -986040.125000 Penalty: 4413.521484
	Iteration 4F: 3 clusters Score -986040.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -986553.625000 Penalty: 4413.521484
	Iteration 5F: 3 clusters Score -986553.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -986916.187500 Penalty: 4413.521484
	Iteration 6F: 3 clusters Score -986916.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -987173.500000 Penalty: 4413.521484
	Iteration 7Q: 3 clusters Score -987173.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -987363.812500 Penalty: 4413.521484
	Iteration 8Q: 3 clusters Score -987363.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -987527.312500 Penalty: 4413.521484
	Iteration 9Q: 3 clusters Score -987527.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -987631.937500 Penalty: 4413.521484
	Iteration 10Q: 3 clusters Score -987631.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -987706.500000 Penalty: 4413.521484
	Iteration 11Q: 3 clusters Score -987706.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -987752.312500 Penalty: 4413.521484
	Iteration 12Q: 3 clusters Score -987752.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -987794.562500 Penalty: 4413.521484
	Iteration 13Q: 3 clusters Score -987794.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -987826.187500 Penalty: 4413.521484
	Iteration 14Q: 3 clusters Score -987826.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -987847.437500 Penalty: 4413.521484
	Iteration 15Q: 3 clusters Score -987847.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -987863.437500 Penalty: 4413.521484
	Iteration 16Q: 3 clusters Score -987863.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -987879.250000 Penalty: 4413.521484
	Iteration 17Q: 3 clusters Score -987879.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -987891.000000 Penalty: 4413.521484
	Iteration 18Q: 3 clusters Score -987891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -987899.500000 Penalty: 4413.521484
	Iteration 19Q: 3 clusters Score -987899.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -987907.625000 Penalty: 4413.521484
	Iteration 20F: 3 clusters Score -987907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -987913.687500 Penalty: 4413.521484
	Iteration 21Q: 3 clusters Score -987913.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -987919.375000 Penalty: 4413.521484
	Iteration 22Q: 3 clusters Score -987919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -987922.687500 Penalty: 4413.521484
	Iteration 23Q: 3 clusters Score -987922.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -987933.187500 Penalty: 4413.521484
	Iteration 24Q: 3 clusters Score -987933.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -987938.812500 Penalty: 4413.521484
	Iteration 25Q: 3 clusters Score -987938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -987943.625000 Penalty: 4413.521484
	Iteration 26Q: 3 clusters Score -987943.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -987948.625000 Penalty: 4413.521484
	Iteration 27Q: 3 clusters Score -987948.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -987957.937500 Penalty: 4413.521484
	Iteration 28Q: 3 clusters Score -987957.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -987961.187500 Penalty: 4413.521484
	Iteration 29Q: 3 clusters Score -987961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -987967.812500 Penalty: 4413.521484
	Iteration 30Q: 3 clusters Score -987967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -987972.375000 Penalty: 4413.521484
	Iteration 31Q: 3 clusters Score -987972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -987975.875000 Penalty: 4413.521484
	Iteration 32Q: 3 clusters Score -987975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -987976.000000 Penalty: 4413.521484
	Iteration 33Q: 3 clusters Score -987976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -987978.687500 Penalty: 4413.521484
	Iteration 34Q: 3 clusters Score -987978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -987978.437500 Penalty: 4413.521484
	Iteration 35Q: 3 clusters Score -987978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -987981.625000 Penalty: 4413.521484
	Iteration 36Q: 3 clusters Score -987981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -987981.625000 Penalty: 4413.521484
	Iteration 37F: 3 clusters Score -987981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Entering Unmasked Estep 
Score: -19958016.000000 Penalty: 2953.458496
	Iteration 0F: 2 clusters Score -1.995802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -19870102.000000 Penalty: 5906.916992
	Iteration 0F: 3 clusters Score -1.98701e+07 nChanged 70963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -19911410.000000 Penalty: 5906.916992
	Iteration 1F: 3 clusters Score -1.991141e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -19912890.000000 Penalty: 5906.916992
	Iteration 2Q: 3 clusters Score -1.991289e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -19915158.000000 Penalty: 5906.916992
	Iteration 3Q: 3 clusters Score -1.991516e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 89150 members 
Entering Unmasked Estep 
Score: -19919536.000000 Penalty: 5906.916992
	Iteration 4F: 3 clusters Score -1.991954e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -19927376.000000 Penalty: 5906.916992
	Iteration 5F: 3 clusters Score -1.992738e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -19939180.000000 Penalty: 5906.916992
	Iteration 6F: 3 clusters Score -1.993918e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -19950626.000000 Penalty: 5906.916992
	Iteration 7F: 3 clusters Score -1.995063e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 122847 members 
Entering Unmasked Estep 
Score: -19956750.000000 Penalty: 5906.916992
	Iteration 8F: 3 clusters Score -1.995675e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -19958150.000000 Penalty: 5906.916992
	Iteration 9Q: 3 clusters Score -1.995815e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -19958160.000000 Penalty: 5906.916992
	Iteration 10Q: 3 clusters Score -1.995816e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -19957422.000000 Penalty: 5906.916992
	Iteration 11Q: 3 clusters Score -1.995742e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -19956780.000000 Penalty: 5906.916992
	Iteration 12Q: 3 clusters Score -1.995678e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -19956282.000000 Penalty: 5906.916992
	Iteration 13Q: 3 clusters Score -1.995628e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -19955814.000000 Penalty: 5906.916992
	Iteration 14Q: 3 clusters Score -1.995581e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -19955616.000000 Penalty: 5906.916992
	Iteration 15Q: 3 clusters Score -1.995562e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 148147 members 
Entering Unmasked Estep 
Score: -19955538.000000 Penalty: 5906.916992
	Iteration 16Q: 3 clusters Score -1.995554e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -19955494.000000 Penalty: 5906.916992
	Iteration 17Q: 3 clusters Score -1.995549e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -19955482.000000 Penalty: 5906.916992
	Iteration 18Q: 3 clusters Score -1.995548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -19955488.000000 Penalty: 5906.916992
	Iteration 19Q: 3 clusters Score -1.995549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -19955538.000000 Penalty: 5906.916992
	Iteration 20F: 3 clusters Score -1.995554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148398 members 
Entering Unmasked Estep 
Score: -19955536.000000 Penalty: 5906.916992
	Iteration 21Q: 3 clusters Score -1.995554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -19955560.000000 Penalty: 5906.916992
	Iteration 22Q: 3 clusters Score -1.995556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -19955570.000000 Penalty: 5906.916992
	Iteration 23Q: 3 clusters Score -1.995557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -19955588.000000 Penalty: 5906.916992
	Iteration 24Q: 3 clusters Score -1.995559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -19955598.000000 Penalty: 5906.916992
	Iteration 25Q: 3 clusters Score -1.99556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -19955596.000000 Penalty: 5906.916992
	Iteration 26Q: 3 clusters Score -1.99556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148427 members 
Entering Unmasked Estep 
Score: -19955600.000000 Penalty: 5906.916992
	Iteration 27Q: 3 clusters Score -1.99556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -19955618.000000 Penalty: 5906.916992
	Iteration 28Q: 3 clusters Score -1.995562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -19955612.000000 Penalty: 5906.916992
	Iteration 29Q: 3 clusters Score -1.995561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -19955612.000000 Penalty: 5906.916992
	Iteration 30F: 3 clusters Score -1.995561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -26796.101562 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -26796.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25714.439453 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -25714.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26145.955078 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -26145.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26316.367188 Penalty: 2840.516357
	Iteration 2F: 3 clusters Score -26316.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26441.761719 Penalty: 2840.516357
	Iteration 3F: 3 clusters Score -26441.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26587.925781 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -26587.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26595.623047 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -26595.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26605.171875 Penalty: 2840.516357
	Iteration 6Q: 3 clusters Score -26605.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26639.867188 Penalty: 2840.516357
	Iteration 7Q: 3 clusters Score -26639.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26658.371094 Penalty: 2840.516357
	Iteration 8Q: 3 clusters Score -26658.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26661.787109 Penalty: 2840.516357
	Iteration 9Q: 3 clusters Score -26661.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26671.652344 Penalty: 2840.516357
	Iteration 10Q: 3 clusters Score -26671.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26694.914062 Penalty: 2840.516357
	Iteration 11Q: 3 clusters Score -26694.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26711.347656 Penalty: 2840.516357
	Iteration 12Q: 3 clusters Score -26711.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26717.476562 Penalty: 2840.516357
	Iteration 13Q: 3 clusters Score -26717.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26721.576172 Penalty: 2840.516357
	Iteration 14Q: 3 clusters Score -26721.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26721.576172 Penalty: 2840.516357
	Iteration 15F: 3 clusters Score -26721.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -14115.992188 Penalty: 1191.397217
	Iteration 0F: 2 clusters Score -14115.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13180.757812 Penalty: 2382.794434
	Iteration 0F: 3 clusters Score -13180.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13207.801758 Penalty: 2382.794434
	Iteration 1Q: 3 clusters Score -13207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13207.801758 Penalty: 2382.794434
	Iteration 2F: 3 clusters Score -13207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 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 306 members 
Entering Unmasked Estep 
Score: -63217.277344 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63217.28 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63501.535156 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63501.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63669.796875 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63669.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63787.960938 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -63787.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63879.277344 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -63879.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63921.761719 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -63921.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63958.257812 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -63958.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63991.988281 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -63991.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64024.300781 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64043.835938 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -64043.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64052.210938 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -64052.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64059.296875 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -64059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64076.609375 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -64076.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64091.597656 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -64091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64101.371094 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -64101.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64121.023438 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -64121.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64142.148438 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -64142.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64155.878906 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -64155.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64173.011719 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -64173.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64195.160156 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -64195.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64203.722656 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -64203.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64216.222656 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -64216.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64236.742188 Penalty: 3162.856689
	Iteration 22Q: 3 clusters Score -64236.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64245.843750 Penalty: 3162.856689
	Iteration 23Q: 3 clusters Score -64245.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64253.156250 Penalty: 3162.856689
	Iteration 24Q: 3 clusters Score -64253.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64262.972656 Penalty: 3162.856689
	Iteration 25Q: 3 clusters Score -64262.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64275.664062 Penalty: 3162.856689
	Iteration 26Q: 3 clusters Score -64275.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64303.789062 Penalty: 3162.856689
	Iteration 27Q: 3 clusters Score -64303.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64339.898438 Penalty: 3162.856689
	Iteration 28Q: 3 clusters Score -64339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64387.164062 Penalty: 3162.856689
	Iteration 29Q: 3 clusters Score -64387.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64426.070312 Penalty: 3162.856689
	Iteration 30Q: 3 clusters Score -64426.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64449.394531 Penalty: 3162.856689
	Iteration 31Q: 3 clusters Score -64449.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64454.132812 Penalty: 3162.856689
	Iteration 32Q: 3 clusters Score -64454.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64457.621094 Penalty: 3162.856689
	Iteration 33Q: 3 clusters Score -64457.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64457.621094 Penalty: 3162.856689
	Iteration 34F: 3 clusters Score -64457.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -77212.203125 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -77212.2 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 331 members 
Entering Unmasked Estep 
Score: -75586.765625 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -75586.77 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75822.273438 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -75822.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75963.398438 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -75963.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76045.609375 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -76045.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76120.054688 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -76120.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76213.171875 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -76213.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76319.289062 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -76319.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76393.179688 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -76393.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76453.335938 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -76453.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76491.437500 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -76491.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76516.039062 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -76516.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -76527.367188 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -76527.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76529.023438 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -76529.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76531.250000 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -76531.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76533.382812 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -76533.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76533.382812 Penalty: 3220.151123
	Iteration 15F: 3 clusters Score -76533.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 20721 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 5827 members 
Mstep: Class 7 contains 19693 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 45352 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30505 members 
Mstep: Class 15 contains 120449 members 
Mstep: Class 16 contains 29585 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 148614 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760364.000000 Penalty: 77813.773438
Iteration 279Q: 25 clusters Score -6.276036e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 20762 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 19795 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 45237 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 23733 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30557 members 
Mstep: Class 15 contains 119285 members 
Mstep: Class 16 contains 29510 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 149789 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763892.000000 Penalty: 77813.773438
Iteration 280F: 25 clusters Score -6.276389e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20793 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 19892 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 45125 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30602 members 
Mstep: Class 15 contains 124087 members 
Mstep: Class 16 contains 23703 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 150727 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761536.000000 Penalty: 77813.773438
Iteration 281Q: 25 clusters Score -6.276154e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 20053 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 45019 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 127500 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 152250 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759852.000000 Penalty: 77813.773438
Iteration 282Q: 25 clusters Score -6.275985e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 20949 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 20284 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 44960 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 12 contains 23823 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30857 members 
Mstep: Class 15 contains 129545 members 
Mstep: Class 16 contains 14012 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 153930 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758932.000000 Penalty: 77813.773438
Iteration 283Q: 25 clusters Score -6.275893e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 21029 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 20520 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 44904 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 23940 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 30994 members 
Mstep: Class 15 contains 130772 members 
Mstep: Class 16 contains 10646 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 155409 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758308.000000 Penalty: 77813.773438
Iteration 284Q: 25 clusters Score -6.275831e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 21115 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 20760 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 44829 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 24050 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31138 members 
Mstep: Class 15 contains 131426 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 156571 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758080.000000 Penalty: 77813.773438
Iteration 285Q: 25 clusters Score -6.275808e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 44746 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 24131 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 131737 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 157466 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758132.000000 Penalty: 77813.773438
Iteration 286Q: 25 clusters Score -6.275813e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 21242 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 21271 members 
Mstep: Class 8 contains 4041 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 44648 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 24218 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31412 members 
Mstep: Class 15 contains 131804 members 
Mstep: Class 16 contains 5164 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 158097 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758192.000000 Penalty: 77813.773438
Iteration 287Q: 25 clusters Score -6.275819e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 21280 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 44529 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 24275 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31511 members 
Mstep: Class 15 contains 131729 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7972 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758240.000000 Penalty: 77813.773438
Iteration 288Q: 25 clusters Score -6.275824e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21309 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 21762 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 44413 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 24322 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 131547 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 159108 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758084.000000 Penalty: 77813.773438
Iteration 289Q: 25 clusters Score -6.275808e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 21340 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 21924 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 44330 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 24390 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31670 members 
Mstep: Class 15 contains 131304 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 159522 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758040.000000 Penalty: 77813.773438
Iteration 290Q: 25 clusters Score -6.275804e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 21375 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5292 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 22091 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 44262 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 24438 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31734 members 
Mstep: Class 15 contains 131020 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 159829 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757996.000000 Penalty: 77813.773438
Iteration 291Q: 25 clusters Score -6.2758e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5268 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 22265 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 44184 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 24462 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 130722 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 20 contains 160081 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757884.000000 Penalty: 77813.773438
Iteration 292Q: 25 clusters Score -6.275788e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 21451 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 22403 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 44109 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 24492 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 130444 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 160290 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757932.000000 Penalty: 77813.773438
Iteration 293Q: 25 clusters Score -6.275793e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 21473 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 22546 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 44053 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 24532 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31892 members 
Mstep: Class 15 contains 130173 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 160447 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757872.000000 Penalty: 77813.773438
Iteration 294Q: 25 clusters Score -6.275787e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 21495 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 22680 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 43992 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31926 members 
Mstep: Class 15 contains 129974 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 160533 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757704.000000 Penalty: 77813.773438
Iteration 295Q: 25 clusters Score -6.27577e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21509 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 22803 members 
Mstep: Class 8 contains 4184 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43955 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 24548 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31959 members 
Mstep: Class 15 contains 129802 members 
Mstep: Class 16 contains 2037 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 160605 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757688.000000 Penalty: 77813.773438
Iteration 296Q: 25 clusters Score -6.275769e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21525 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 22899 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 43927 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 24575 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 31989 members 
Mstep: Class 15 contains 129685 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 160605 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757712.000000 Penalty: 77813.773438
Iteration 297Q: 25 clusters Score -6.275771e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 21541 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 22978 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 43904 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 24583 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 32019 members 
Mstep: Class 15 contains 129620 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8494 members 
Mstep: Class 20 contains 160585 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757520.000000 Penalty: 77813.773438
Iteration 298Q: 25 clusters Score -6.275752e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 23063 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 43885 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 24599 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 32049 members 
Mstep: Class 15 contains 129558 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 160524 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757340.000000 Penalty: 77813.773438
Iteration 299Q: 25 clusters Score -6.275734e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21563 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5132 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 23124 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 43858 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 24623 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 32073 members 
Mstep: Class 15 contains 129552 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8545 members 
Mstep: Class 20 contains 160459 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2235.944336 but Gain 3242.234375
Score: -62758668.000000 Penalty: 74571.539062
Iteration 300F: 24 clusters Score -6.275867e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21609 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5127 members 
Mstep: Class 6 contains 5804 members 
Mstep: Class 7 contains 23224 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 43810 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 24764 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 32113 members 
Mstep: Class 15 contains 131031 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 160413 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759596.000000 Penalty: 74571.539062
Iteration 301Q: 24 clusters Score -6.27596e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 21624 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 23302 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 43803 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 24786 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32152 members 
Mstep: Class 15 contains 131423 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8642 members 
Mstep: Class 20 contains 159873 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759244.000000 Penalty: 74571.539062
Iteration 302Q: 24 clusters Score -6.275924e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21636 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 23361 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 43789 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 24817 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32182 members 
Mstep: Class 15 contains 131855 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8672 members 
Mstep: Class 20 contains 159292 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759336.000000 Penalty: 74571.539062
Iteration 303Q: 24 clusters Score -6.275934e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 21644 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 5788 members 
Mstep: Class 7 contains 23413 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 43776 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 24856 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32208 members 
Mstep: Class 15 contains 132294 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 158710 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759132.000000 Penalty: 74571.539062
Iteration 304Q: 24 clusters Score -6.275913e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 21646 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 23480 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 43772 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 24892 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32225 members 
Mstep: Class 15 contains 132713 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 158126 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759172.000000 Penalty: 74571.539062
Iteration 305Q: 24 clusters Score -6.275917e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21655 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 23543 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 43788 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 24938 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32255 members 
Mstep: Class 15 contains 133145 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8733 members 
Mstep: Class 20 contains 157521 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758968.000000 Penalty: 74571.539062
Iteration 306Q: 24 clusters Score -6.275897e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21668 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 23594 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 43802 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 24969 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32284 members 
Mstep: Class 15 contains 133566 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8742 members 
Mstep: Class 20 contains 156931 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758644.000000 Penalty: 74571.539062
Iteration 307Q: 24 clusters Score -6.275864e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21684 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 23659 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 43819 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 12 contains 24995 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32304 members 
Mstep: Class 15 contains 133993 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 156343 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758564.000000 Penalty: 74571.539062
Iteration 308Q: 24 clusters Score -6.275856e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21696 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 23711 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 43842 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 25021 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 32326 members 
Mstep: Class 15 contains 134448 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8752 members 
Mstep: Class 20 contains 155732 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758616.000000 Penalty: 74571.539062
Iteration 309Q: 24 clusters Score -6.275862e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 5799 members 
Mstep: Class 7 contains 23768 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 43861 members 
Mstep: Class 11 contains 2540 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32337 members 
Mstep: Class 15 contains 134944 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8765 members 
Mstep: Class 20 contains 155096 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758252.000000 Penalty: 74571.539062
Iteration 310Q: 24 clusters Score -6.275825e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 21720 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 23825 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 43879 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 25068 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32348 members 
Mstep: Class 15 contains 135385 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8784 members 
Mstep: Class 20 contains 154498 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758164.000000 Penalty: 74571.539062
Iteration 311Q: 24 clusters Score -6.275816e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 21735 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 23889 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 43913 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 25097 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32363 members 
Mstep: Class 15 contains 135784 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8804 members 
Mstep: Class 20 contains 153925 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758116.000000 Penalty: 74571.539062
Iteration 312Q: 24 clusters Score -6.275812e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 21753 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 5806 members 
Mstep: Class 7 contains 23975 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 43945 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 25129 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32380 members 
Mstep: Class 15 contains 136162 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8817 members 
Mstep: Class 20 contains 153332 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757948.000000 Penalty: 74571.539062
Iteration 313Q: 24 clusters Score -6.275795e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 21760 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4995 members 
Mstep: Class 6 contains 5813 members 
Mstep: Class 7 contains 24056 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 43981 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 32394 members 
Mstep: Class 15 contains 136536 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8835 members 
Mstep: Class 20 contains 152736 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757920.000000 Penalty: 74571.539062
Iteration 314Q: 24 clusters Score -6.275792e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 21770 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 5811 members 
Mstep: Class 7 contains 24126 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 44004 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 25206 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32402 members 
Mstep: Class 15 contains 136878 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 20 contains 152194 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758028.000000 Penalty: 74571.539062
Iteration 315Q: 24 clusters Score -6.275803e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21780 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 5813 members 
Mstep: Class 7 contains 24193 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 44027 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 25237 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32422 members 
Mstep: Class 15 contains 137253 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 151619 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757844.000000 Penalty: 74571.539062
Iteration 316Q: 24 clusters Score -6.275784e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21794 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 24239 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 44049 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 25270 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32439 members 
Mstep: Class 15 contains 137570 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8858 members 
Mstep: Class 20 contains 151118 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757932.000000 Penalty: 74571.539062
Iteration 317Q: 24 clusters Score -6.275793e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21803 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 24300 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 44085 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 25296 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32445 members 
Mstep: Class 15 contains 137874 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 150633 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757976.000000 Penalty: 74571.539062
Iteration 318Q: 24 clusters Score -6.275798e+07 nChanged 699
Entering ConstructFrom: 
Score: -62757976.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -413264.593750 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -413264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -409829.937500 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -409829.9 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -410671.875000 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -410671.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410963.500000 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -410963.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -411154.343750 Penalty: 4015.416748
	Iteration 3F: 3 clusters Score -411154.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -411270.625000 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -411270.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -411382.656250 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -411382.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -411473.968750 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -411474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -411547.906250 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -411547.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -411601.031250 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -411601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -411651.937500 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -411651.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -411702.343750 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -411702.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -411741.437500 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -411741.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -411771.625000 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -411771.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -411795.656250 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -411795.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -411814.062500 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -411814.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -411828.593750 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -411828.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -411841.281250 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -411841.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -411850.625000 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -411850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -411857.187500 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -411857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -411863.281250 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -411863.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -411868.125000 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -411868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -411871.781250 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -411871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -411875.187500 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -411875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -411879.093750 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -411879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -411885.437500 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -411885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -411890.656250 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -411890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -411897.968750 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -411898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -411901.437500 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -411901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -411905.625000 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -411905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -411910.468750 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -411910.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -411914.218750 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -411914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -411917.968750 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -411918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -411921.281250 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -411921.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -411926.125000 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -411926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -411930.906250 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -411930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -411935.750000 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -411935.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -411940.656250 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -411940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -411942.375000 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -411942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -411944.750000 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -411944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -411946.531250 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -411946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -411946.500000 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -411946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Entering Unmasked Estep 
Score: -2955714.500000 Penalty: 2477.596191
	Iteration 0F: 2 clusters Score -2955714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2940474.000000 Penalty: 4955.192383
	Iteration 0F: 3 clusters Score -2940474 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2945668.750000 Penalty: 4955.192383
	Iteration 1F: 3 clusters Score -2945669 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2946167.250000 Penalty: 4955.192383
	Iteration 2F: 3 clusters Score -2946167 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2946566.000000 Penalty: 4955.192383
	Iteration 3Q: 3 clusters Score -2946566 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2946879.750000 Penalty: 4955.192383
	Iteration 4Q: 3 clusters Score -2946880 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2947116.750000 Penalty: 4955.192383
	Iteration 5Q: 3 clusters Score -2947117 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2947320.750000 Penalty: 4955.192383
	Iteration 6Q: 3 clusters Score -2947321 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2947505.500000 Penalty: 4955.192383
	Iteration 7Q: 3 clusters Score -2947506 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2947660.750000 Penalty: 4955.192383
	Iteration 8Q: 3 clusters Score -2947661 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2947809.750000 Penalty: 4955.192383
	Iteration 9Q: 3 clusters Score -2947810 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2948032.500000 Penalty: 4955.192383
	Iteration 10Q: 3 clusters Score -2948032 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2948258.500000 Penalty: 4955.192383
	Iteration 11Q: 3 clusters Score -2948258 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2948576.250000 Penalty: 4955.192383
	Iteration 12Q: 3 clusters Score -2948576 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2948924.750000 Penalty: 4955.192383
	Iteration 13Q: 3 clusters Score -2948925 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2949382.500000 Penalty: 4955.192383
	Iteration 14Q: 3 clusters Score -2949382 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2949884.250000 Penalty: 4955.192383
	Iteration 15Q: 3 clusters Score -2949884 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2950510.500000 Penalty: 4955.192383
	Iteration 16Q: 3 clusters Score -2950510 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2951208.750000 Penalty: 4955.192383
	Iteration 17Q: 3 clusters Score -2951209 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2951841.500000 Penalty: 4955.192383
	Iteration 18Q: 3 clusters Score -2951842 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2952434.750000 Penalty: 4955.192383
	Iteration 19Q: 3 clusters Score -2952435 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2952932.750000 Penalty: 4955.192383
	Iteration 20F: 3 clusters Score -2952933 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2953278.000000 Penalty: 4955.192383
	Iteration 21Q: 3 clusters Score -2953278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2953479.000000 Penalty: 4955.192383
	Iteration 22Q: 3 clusters Score -2953479 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2953595.000000 Penalty: 4955.192383
	Iteration 23Q: 3 clusters Score -2953595 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2953682.750000 Penalty: 4955.192383
	Iteration 24Q: 3 clusters Score -2953683 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2953750.000000 Penalty: 4955.192383
	Iteration 25Q: 3 clusters Score -2953750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2953794.500000 Penalty: 4955.192383
	Iteration 26Q: 3 clusters Score -2953794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2953821.750000 Penalty: 4955.192383
	Iteration 27Q: 3 clusters Score -2953822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2953834.750000 Penalty: 4955.192383
	Iteration 28Q: 3 clusters Score -2953835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2953855.500000 Penalty: 4955.192383
	Iteration 29Q: 3 clusters Score -2953856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2953861.250000 Penalty: 4955.192383
	Iteration 30Q: 3 clusters Score -2953861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2953868.500000 Penalty: 4955.192383
	Iteration 31Q: 3 clusters Score -2953868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2953874.250000 Penalty: 4955.192383
	Iteration 32Q: 3 clusters Score -2953874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2953878.750000 Penalty: 4955.192383
	Iteration 33Q: 3 clusters Score -2953879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2953879.000000 Penalty: 4955.192383
	Iteration 34Q: 3 clusters Score -2953879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2953882.000000 Penalty: 4955.192383
	Iteration 35Q: 3 clusters Score -2953882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2953885.250000 Penalty: 4955.192383
	Iteration 36Q: 3 clusters Score -2953885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2953884.500000 Penalty: 4955.192383
	Iteration 37Q: 3 clusters Score -2953884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2953890.000000 Penalty: 4955.192383
	Iteration 38Q: 3 clusters Score -2953890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2953888.250000 Penalty: 4955.192383
	Iteration 39Q: 3 clusters Score -2953888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2953888.000000 Penalty: 4955.192383
	Iteration 40F: 3 clusters Score -2953888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2953891.250000 Penalty: 4955.192383
	Iteration 41Q: 3 clusters Score -2953891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2953891.250000 Penalty: 4955.192383
	Iteration 42F: 3 clusters Score -2953891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24205.074219 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24205.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24295.708984 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24295.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24332.935547 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24332.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24388.796875 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24535.042969 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24535.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24573.843750 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24573.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24597.343750 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24597.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24611.958984 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24611.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24611.958984 Penalty: 2695.126221
	Iteration 8F: 3 clusters Score -24611.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33979.503906 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33979.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34278.796875 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34278.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34409.246094 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34409.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34441.226562 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -34441.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34492.910156 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34492.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34509.726562 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34509.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34535.863281 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -34535.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34577.464844 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -34577.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34596.609375 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -34596.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34609.953125 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -34609.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34609.953125 Penalty: 2911.171387
	Iteration 10F: 3 clusters Score -34609.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -637025.437500 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -637025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -632603.750000 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -632603.8 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -633775.437500 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -633775.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -634144.062500 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -634144.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -634454.812500 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -634454.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -634732.750000 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -634732.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -635015.062500 Penalty: 4220.843750
	Iteration 5F: 3 clusters Score -635015.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -635250.812500 Penalty: 4220.843750
	Iteration 6F: 3 clusters Score -635250.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -635409.812500 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -635409.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -635520.437500 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -635520.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -635586.625000 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -635586.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -635624.937500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -635624.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -635666.375000 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -635666.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -635694.500000 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -635694.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -635715.437500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -635715.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -635725.625000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -635725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -635731.000000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -635731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -635736.875000 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -635736.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -635740.750000 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -635740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -635742.937500 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -635742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -635743.812500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -635743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -635746.125000 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -635746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -635745.875000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -635745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -635748.000000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -635748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -635748.562500 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -635748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -635748.187500 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -635748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -635748.187500 Penalty: 4220.843750
	Iteration 25F: 3 clusters Score -635748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -757268.125000 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -757268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -752206.375000 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -752206.4 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -753444.375000 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -753444.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -753825.375000 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -753825.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -754221.875000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -754221.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -754702.875000 Penalty: 4299.937012
	Iteration 4F: 3 clusters Score -754702.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -755178.187500 Penalty: 4299.937012
	Iteration 5F: 3 clusters Score -755178.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -755542.875000 Penalty: 4299.937012
	Iteration 6F: 3 clusters Score -755542.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -755731.187500 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -755731.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -755840.750000 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -755840.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -755929.125000 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -755929.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -755987.437500 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -755987.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -756021.125000 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -756021.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -756045.687500 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -756045.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -756065.625000 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -756065.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -756081.125000 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -756081.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -756093.375000 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -756093.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -756101.437500 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -756101.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -756110.250000 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -756110.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -756117.250000 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -756117.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -756128.812500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -756128.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -756137.812500 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -756137.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -756149.500000 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -756149.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -756158.812500 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -756158.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -756166.687500 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -756166.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -756176.062500 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -756176.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -756182.625000 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -756182.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -756193.937500 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -756193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -756204.312500 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -756204.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -756217.312500 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -756217.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -756224.875000 Penalty: 4299.937012
	Iteration 29Q: 3 clusters Score -756224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -756236.750000 Penalty: 4299.937012
	Iteration 30Q: 3 clusters Score -756236.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -756245.437500 Penalty: 4299.937012
	Iteration 31Q: 3 clusters Score -756245.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -756253.312500 Penalty: 4299.937012
	Iteration 32Q: 3 clusters Score -756253.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -756261.375000 Penalty: 4299.937012
	Iteration 33Q: 3 clusters Score -756261.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -756264.500000 Penalty: 4299.937012
	Iteration 34Q: 3 clusters Score -756264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -756269.750000 Penalty: 4299.937012
	Iteration 35Q: 3 clusters Score -756269.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -756273.312500 Penalty: 4299.937012
	Iteration 36Q: 3 clusters Score -756273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -756277.687500 Penalty: 4299.937012
	Iteration 37Q: 3 clusters Score -756277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -756281.312500 Penalty: 4299.937012
	Iteration 38Q: 3 clusters Score -756281.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -756285.625000 Penalty: 4299.937012
	Iteration 39Q: 3 clusters Score -756285.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -756295.750000 Penalty: 4299.937012
	Iteration 40F: 3 clusters Score -756295.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -756304.562500 Penalty: 4299.937012
	Iteration 41Q: 3 clusters Score -756304.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -756314.437500 Penalty: 4299.937012
	Iteration 42Q: 3 clusters Score -756314.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -756325.812500 Penalty: 4299.937012
	Iteration 43Q: 3 clusters Score -756325.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -756340.500000 Penalty: 4299.937012
	Iteration 44Q: 3 clusters Score -756340.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -756360.125000 Penalty: 4299.937012
	Iteration 45Q: 3 clusters Score -756360.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -756376.312500 Penalty: 4299.937012
	Iteration 46Q: 3 clusters Score -756376.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -756391.687500 Penalty: 4299.937012
	Iteration 47Q: 3 clusters Score -756391.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -756407.750000 Penalty: 4299.937012
	Iteration 48Q: 3 clusters Score -756407.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -756431.625000 Penalty: 4299.937012
	Iteration 49Q: 3 clusters Score -756431.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -756463.937500 Penalty: 4299.937012
	Iteration 50Q: 3 clusters Score -756463.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -756495.187500 Penalty: 4299.937012
	Iteration 51Q: 3 clusters Score -756495.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -756524.875000 Penalty: 4299.937012
	Iteration 52Q: 3 clusters Score -756524.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -756552.750000 Penalty: 4299.937012
	Iteration 53Q: 3 clusters Score -756552.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -756581.750000 Penalty: 4299.937012
	Iteration 54Q: 3 clusters Score -756581.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -756616.500000 Penalty: 4299.937012
	Iteration 55Q: 3 clusters Score -756616.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -756652.437500 Penalty: 4299.937012
	Iteration 56Q: 3 clusters Score -756652.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -756686.312500 Penalty: 4299.937012
	Iteration 57Q: 3 clusters Score -756686.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -756713.562500 Penalty: 4299.937012
	Iteration 58Q: 3 clusters Score -756713.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -756746.750000 Penalty: 4299.937012
	Iteration 59Q: 3 clusters Score -756746.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -756771.625000 Penalty: 4299.937012
	Iteration 60F: 3 clusters Score -756771.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -756796.375000 Penalty: 4299.937012
	Iteration 61Q: 3 clusters Score -756796.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -756819.250000 Penalty: 4299.937012
	Iteration 62Q: 3 clusters Score -756819.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -756833.625000 Penalty: 4299.937012
	Iteration 63Q: 3 clusters Score -756833.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -756847.687500 Penalty: 4299.937012
	Iteration 64Q: 3 clusters Score -756847.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -756857.375000 Penalty: 4299.937012
	Iteration 65Q: 3 clusters Score -756857.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -756868.812500 Penalty: 4299.937012
	Iteration 66Q: 3 clusters Score -756868.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -756873.812500 Penalty: 4299.937012
	Iteration 67Q: 3 clusters Score -756873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -756875.750000 Penalty: 4299.937012
	Iteration 68Q: 3 clusters Score -756875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -756878.937500 Penalty: 4299.937012
	Iteration 69Q: 3 clusters Score -756878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -756881.687500 Penalty: 4299.937012
	Iteration 70Q: 3 clusters Score -756881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -756881.875000 Penalty: 4299.937012
	Iteration 71Q: 3 clusters Score -756881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -756884.875000 Penalty: 4299.937012
	Iteration 72Q: 3 clusters Score -756884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -756883.937500 Penalty: 4299.937012
	Iteration 73Q: 3 clusters Score -756883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -756883.937500 Penalty: 4299.937012
	Iteration 74F: 3 clusters Score -756883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Entering Unmasked Estep 
Score: -3309733.750000 Penalty: 2504.840576
	Iteration 0F: 2 clusters Score -3309734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3292792.000000 Penalty: 5009.681152
	Iteration 0F: 3 clusters Score -3292792 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3298731.250000 Penalty: 5009.681152
	Iteration 1F: 3 clusters Score -3298731 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3299197.000000 Penalty: 5009.681152
	Iteration 2F: 3 clusters Score -3299197 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3299645.000000 Penalty: 5009.681152
	Iteration 3Q: 3 clusters Score -3299645 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3300154.500000 Penalty: 5009.681152
	Iteration 4Q: 3 clusters Score -3300154 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3300877.750000 Penalty: 5009.681152
	Iteration 5F: 3 clusters Score -3300878 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3301906.750000 Penalty: 5009.681152
	Iteration 6F: 3 clusters Score -3301907 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3303238.250000 Penalty: 5009.681152
	Iteration 7F: 3 clusters Score -3303238 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3304686.250000 Penalty: 5009.681152
	Iteration 8F: 3 clusters Score -3304686 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3305853.750000 Penalty: 5009.681152
	Iteration 9F: 3 clusters Score -3305854 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3306629.000000 Penalty: 5009.681152
	Iteration 10Q: 3 clusters Score -3306629 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3307078.750000 Penalty: 5009.681152
	Iteration 11Q: 3 clusters Score -3307079 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3307308.500000 Penalty: 5009.681152
	Iteration 12Q: 3 clusters Score -3307308 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3307469.000000 Penalty: 5009.681152
	Iteration 13Q: 3 clusters Score -3307469 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3307553.750000 Penalty: 5009.681152
	Iteration 14Q: 3 clusters Score -3307554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3307601.000000 Penalty: 5009.681152
	Iteration 15Q: 3 clusters Score -3307601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3307631.000000 Penalty: 5009.681152
	Iteration 16Q: 3 clusters Score -3307631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3307649.500000 Penalty: 5009.681152
	Iteration 17Q: 3 clusters Score -3307650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3307666.250000 Penalty: 5009.681152
	Iteration 18Q: 3 clusters Score -3307666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3307677.000000 Penalty: 5009.681152
	Iteration 19Q: 3 clusters Score -3307677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3307675.500000 Penalty: 5009.681152
	Iteration 20F: 3 clusters Score -3307676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3307690.750000 Penalty: 5009.681152
	Iteration 21Q: 3 clusters Score -3307691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3307691.750000 Penalty: 5009.681152
	Iteration 22Q: 3 clusters Score -3307692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3307694.250000 Penalty: 5009.681152
	Iteration 23Q: 3 clusters Score -3307694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3307694.250000 Penalty: 5009.681152
	Iteration 24Q: 3 clusters Score -3307694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3307697.500000 Penalty: 5009.681152
	Iteration 25Q: 3 clusters Score -3307698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3307695.000000 Penalty: 5009.681152
	Iteration 26Q: 3 clusters Score -3307695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3307695.000000 Penalty: 5009.681152
	Iteration 27F: 3 clusters Score -3307695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -616297.250000 Penalty: 2090.396240
	Iteration 0F: 2 clusters Score -616297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -612075.187500 Penalty: 4180.792480
	Iteration 0F: 3 clusters Score -612075.2 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -613091.562500 Penalty: 4180.792480
	Iteration 1F: 3 clusters Score -613091.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -613285.812500 Penalty: 4180.792480
	Iteration 2F: 3 clusters Score -613285.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -613399.437500 Penalty: 4180.792480
	Iteration 3Q: 3 clusters Score -613399.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -613477.937500 Penalty: 4180.792480
	Iteration 4Q: 3 clusters Score -613477.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -613539.625000 Penalty: 4180.792480
	Iteration 5Q: 3 clusters Score -613539.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -613597.812500 Penalty: 4180.792480
	Iteration 6Q: 3 clusters Score -613597.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -613641.562500 Penalty: 4180.792480
	Iteration 7Q: 3 clusters Score -613641.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -613678.125000 Penalty: 4180.792480
	Iteration 8Q: 3 clusters Score -613678.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -613717.875000 Penalty: 4180.792480
	Iteration 9Q: 3 clusters Score -613717.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -613764.312500 Penalty: 4180.792480
	Iteration 10Q: 3 clusters Score -613764.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -613818.250000 Penalty: 4180.792480
	Iteration 11Q: 3 clusters Score -613818.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -613869.875000 Penalty: 4180.792480
	Iteration 12Q: 3 clusters Score -613869.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -613917.000000 Penalty: 4180.792480
	Iteration 13Q: 3 clusters Score -613917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -613954.750000 Penalty: 4180.792480
	Iteration 14Q: 3 clusters Score -613954.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -613986.937500 Penalty: 4180.792480
	Iteration 15Q: 3 clusters Score -613986.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -614022.750000 Penalty: 4180.792480
	Iteration 16Q: 3 clusters Score -614022.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -614059.375000 Penalty: 4180.792480
	Iteration 17Q: 3 clusters Score -614059.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -614099.625000 Penalty: 4180.792480
	Iteration 18Q: 3 clusters Score -614099.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -614149.937500 Penalty: 4180.792480
	Iteration 19Q: 3 clusters Score -614149.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -614183.937500 Penalty: 4180.792480
	Iteration 20F: 3 clusters Score -614183.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -614215.000000 Penalty: 4180.792480
	Iteration 21Q: 3 clusters Score -614215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -614241.125000 Penalty: 4180.792480
	Iteration 22Q: 3 clusters Score -614241.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -614273.250000 Penalty: 4180.792480
	Iteration 23Q: 3 clusters Score -614273.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -614306.062500 Penalty: 4180.792480
	Iteration 24Q: 3 clusters Score -614306.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -614324.812500 Penalty: 4180.792480
	Iteration 25Q: 3 clusters Score -614324.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -614339.875000 Penalty: 4180.792480
	Iteration 26Q: 3 clusters Score -614339.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -614352.062500 Penalty: 4180.792480
	Iteration 27Q: 3 clusters Score -614352.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -614368.375000 Penalty: 4180.792480
	Iteration 28Q: 3 clusters Score -614368.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -614380.812500 Penalty: 4180.792480
	Iteration 29Q: 3 clusters Score -614380.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -614391.562500 Penalty: 4180.792480
	Iteration 30Q: 3 clusters Score -614391.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -614409.687500 Penalty: 4180.792480
	Iteration 31Q: 3 clusters Score -614409.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -614425.062500 Penalty: 4180.792480
	Iteration 32Q: 3 clusters Score -614425.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -614442.125000 Penalty: 4180.792480
	Iteration 33Q: 3 clusters Score -614442.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -614456.375000 Penalty: 4180.792480
	Iteration 34Q: 3 clusters Score -614456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -614465.375000 Penalty: 4180.792480
	Iteration 35Q: 3 clusters Score -614465.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -614475.062500 Penalty: 4180.792480
	Iteration 36Q: 3 clusters Score -614475.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -614478.625000 Penalty: 4180.792480
	Iteration 37Q: 3 clusters Score -614478.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -614485.375000 Penalty: 4180.792480
	Iteration 38Q: 3 clusters Score -614485.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -614495.812500 Penalty: 4180.792480
	Iteration 39Q: 3 clusters Score -614495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -614501.125000 Penalty: 4180.792480
	Iteration 40F: 3 clusters Score -614501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -614505.937500 Penalty: 4180.792480
	Iteration 41Q: 3 clusters Score -614505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -614511.000000 Penalty: 4180.792480
	Iteration 42Q: 3 clusters Score -614511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -614517.375000 Penalty: 4180.792480
	Iteration 43Q: 3 clusters Score -614517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -614520.875000 Penalty: 4180.792480
	Iteration 44Q: 3 clusters Score -614520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -614521.000000 Penalty: 4180.792480
	Iteration 45Q: 3 clusters Score -614521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -614522.187500 Penalty: 4180.792480
	Iteration 46Q: 3 clusters Score -614522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -614525.312500 Penalty: 4180.792480
	Iteration 47Q: 3 clusters Score -614525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -614528.625000 Penalty: 4180.792480
	Iteration 48Q: 3 clusters Score -614528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -614532.750000 Penalty: 4180.792480
	Iteration 49Q: 3 clusters Score -614532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -614537.562500 Penalty: 4180.792480
	Iteration 50Q: 3 clusters Score -614537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -614541.125000 Penalty: 4180.792480
	Iteration 51Q: 3 clusters Score -614541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -614544.437500 Penalty: 4180.792480
	Iteration 52Q: 3 clusters Score -614544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -614548.500000 Penalty: 4180.792480
	Iteration 53Q: 3 clusters Score -614548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -614549.750000 Penalty: 4180.792480
	Iteration 54Q: 3 clusters Score -614549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -614549.875000 Penalty: 4180.792480
	Iteration 55Q: 3 clusters Score -614549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -614550.312500 Penalty: 4180.792480
	Iteration 56Q: 3 clusters Score -614550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -614550.437500 Penalty: 4180.792480
	Iteration 57Q: 3 clusters Score -614550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -614550.437500 Penalty: 4180.792480
	Iteration 58F: 3 clusters Score -614550.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -380230.187500 Penalty: 1975.541382
	Iteration 0F: 2 clusters Score -380230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376958.218750 Penalty: 3951.082764
	Iteration 0F: 3 clusters Score -376958.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -377596.843750 Penalty: 3951.082764
	Iteration 1F: 3 clusters Score -377596.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -377757.562500 Penalty: 3951.082764
	Iteration 2F: 3 clusters Score -377757.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -377848.968750 Penalty: 3951.082764
	Iteration 3Q: 3 clusters Score -377849 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -377916.531250 Penalty: 3951.082764
	Iteration 4Q: 3 clusters Score -377916.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -377959.093750 Penalty: 3951.082764
	Iteration 5Q: 3 clusters Score -377959.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -377990.968750 Penalty: 3951.082764
	Iteration 6Q: 3 clusters Score -377991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -378020.750000 Penalty: 3951.082764
	Iteration 7Q: 3 clusters Score -378020.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -378045.062500 Penalty: 3951.082764
	Iteration 8Q: 3 clusters Score -378045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -378061.437500 Penalty: 3951.082764
	Iteration 9Q: 3 clusters Score -378061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378075.187500 Penalty: 3951.082764
	Iteration 10Q: 3 clusters Score -378075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -378086.718750 Penalty: 3951.082764
	Iteration 11Q: 3 clusters Score -378086.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -378095.875000 Penalty: 3951.082764
	Iteration 12Q: 3 clusters Score -378095.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -378104.218750 Penalty: 3951.082764
	Iteration 13Q: 3 clusters Score -378104.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378112.250000 Penalty: 3951.082764
	Iteration 14Q: 3 clusters Score -378112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -378117.625000 Penalty: 3951.082764
	Iteration 15Q: 3 clusters Score -378117.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -378121.468750 Penalty: 3951.082764
	Iteration 16Q: 3 clusters Score -378121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -378125.812500 Penalty: 3951.082764
	Iteration 17Q: 3 clusters Score -378125.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -378131.781250 Penalty: 3951.082764
	Iteration 18Q: 3 clusters Score -378131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -378135.093750 Penalty: 3951.082764
	Iteration 19Q: 3 clusters Score -378135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -378137.406250 Penalty: 3951.082764
	Iteration 20F: 3 clusters Score -378137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -378139.375000 Penalty: 3951.082764
	Iteration 21Q: 3 clusters Score -378139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -378140.281250 Penalty: 3951.082764
	Iteration 22Q: 3 clusters Score -378140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -378145.812500 Penalty: 3951.082764
	Iteration 23Q: 3 clusters Score -378145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -378153.812500 Penalty: 3951.082764
	Iteration 24Q: 3 clusters Score -378153.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -378161.031250 Penalty: 3951.082764
	Iteration 25Q: 3 clusters Score -378161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -378171.812500 Penalty: 3951.082764
	Iteration 26Q: 3 clusters Score -378171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -378176.875000 Penalty: 3951.082764
	Iteration 27Q: 3 clusters Score -378176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -378183.031250 Penalty: 3951.082764
	Iteration 28Q: 3 clusters Score -378183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -378186.843750 Penalty: 3951.082764
	Iteration 29Q: 3 clusters Score -378186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -378191.593750 Penalty: 3951.082764
	Iteration 30Q: 3 clusters Score -378191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -378195.718750 Penalty: 3951.082764
	Iteration 31Q: 3 clusters Score -378195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -378199.031250 Penalty: 3951.082764
	Iteration 32Q: 3 clusters Score -378199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -378206.625000 Penalty: 3951.082764
	Iteration 33Q: 3 clusters Score -378206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -378213.937500 Penalty: 3951.082764
	Iteration 34Q: 3 clusters Score -378213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -378218.656250 Penalty: 3951.082764
	Iteration 35Q: 3 clusters Score -378218.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -378225.656250 Penalty: 3951.082764
	Iteration 36Q: 3 clusters Score -378225.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -378235.875000 Penalty: 3951.082764
	Iteration 37Q: 3 clusters Score -378235.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -378243.562500 Penalty: 3951.082764
	Iteration 38Q: 3 clusters Score -378243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -378248.562500 Penalty: 3951.082764
	Iteration 39Q: 3 clusters Score -378248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -378259.656250 Penalty: 3951.082764
	Iteration 40F: 3 clusters Score -378259.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -378269.250000 Penalty: 3951.082764
	Iteration 41Q: 3 clusters Score -378269.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -378281.750000 Penalty: 3951.082764
	Iteration 42Q: 3 clusters Score -378281.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -378291.781250 Penalty: 3951.082764
	Iteration 43Q: 3 clusters Score -378291.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -378298.781250 Penalty: 3951.082764
	Iteration 44Q: 3 clusters Score -378298.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -378307.406250 Penalty: 3951.082764
	Iteration 45Q: 3 clusters Score -378307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -378311.718750 Penalty: 3951.082764
	Iteration 46Q: 3 clusters Score -378311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378314.812500 Penalty: 3951.082764
	Iteration 47Q: 3 clusters Score -378314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -378319.031250 Penalty: 3951.082764
	Iteration 48Q: 3 clusters Score -378319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -378323.312500 Penalty: 3951.082764
	Iteration 49Q: 3 clusters Score -378323.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -378327.343750 Penalty: 3951.082764
	Iteration 50Q: 3 clusters Score -378327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -378331.343750 Penalty: 3951.082764
	Iteration 51Q: 3 clusters Score -378331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -378336.375000 Penalty: 3951.082764
	Iteration 52Q: 3 clusters Score -378336.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -378341.625000 Penalty: 3951.082764
	Iteration 53Q: 3 clusters Score -378341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -378346.500000 Penalty: 3951.082764
	Iteration 54Q: 3 clusters Score -378346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -378351.218750 Penalty: 3951.082764
	Iteration 55Q: 3 clusters Score -378351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -378355.437500 Penalty: 3951.082764
	Iteration 56Q: 3 clusters Score -378355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -378360.468750 Penalty: 3951.082764
	Iteration 57Q: 3 clusters Score -378360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -378365.437500 Penalty: 3951.082764
	Iteration 58Q: 3 clusters Score -378365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -378369.218750 Penalty: 3951.082764
	Iteration 59Q: 3 clusters Score -378369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -378371.343750 Penalty: 3951.082764
	Iteration 60F: 3 clusters Score -378371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -378373.156250 Penalty: 3951.082764
	Iteration 61Q: 3 clusters Score -378373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -378374.500000 Penalty: 3951.082764
	Iteration 62Q: 3 clusters Score -378374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378374.875000 Penalty: 3951.082764
	Iteration 63Q: 3 clusters Score -378374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -378375.968750 Penalty: 3951.082764
	Iteration 64Q: 3 clusters Score -378376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -378377.406250 Penalty: 3951.082764
	Iteration 65Q: 3 clusters Score -378377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -378378.468750 Penalty: 3951.082764
	Iteration 66Q: 3 clusters Score -378378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -378381.781250 Penalty: 3951.082764
	Iteration 67Q: 3 clusters Score -378381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -378384.125000 Penalty: 3951.082764
	Iteration 68Q: 3 clusters Score -378384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -378386.843750 Penalty: 3951.082764
	Iteration 69Q: 3 clusters Score -378386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -378389.656250 Penalty: 3951.082764
	Iteration 70Q: 3 clusters Score -378389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -378393.375000 Penalty: 3951.082764
	Iteration 71Q: 3 clusters Score -378393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378401.750000 Penalty: 3951.082764
	Iteration 72Q: 3 clusters Score -378401.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -378409.656250 Penalty: 3951.082764
	Iteration 73Q: 3 clusters Score -378409.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -378416.156250 Penalty: 3951.082764
	Iteration 74Q: 3 clusters Score -378416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -378422.218750 Penalty: 3951.082764
	Iteration 75Q: 3 clusters Score -378422.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -378428.218750 Penalty: 3951.082764
	Iteration 76Q: 3 clusters Score -378428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -378432.312500 Penalty: 3951.082764
	Iteration 77Q: 3 clusters Score -378432.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -378440.156250 Penalty: 3951.082764
	Iteration 78Q: 3 clusters Score -378440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -378446.468750 Penalty: 3951.082764
	Iteration 79Q: 3 clusters Score -378446.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -378453.031250 Penalty: 3951.082764
	Iteration 80F: 3 clusters Score -378453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -378458.625000 Penalty: 3951.082764
	Iteration 81Q: 3 clusters Score -378458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -378464.812500 Penalty: 3951.082764
	Iteration 82Q: 3 clusters Score -378464.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -378469.500000 Penalty: 3951.082764
	Iteration 83Q: 3 clusters Score -378469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -378474.281250 Penalty: 3951.082764
	Iteration 84Q: 3 clusters Score -378474.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -378477.812500 Penalty: 3951.082764
	Iteration 85Q: 3 clusters Score -378477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -378480.531250 Penalty: 3951.082764
	Iteration 86Q: 3 clusters Score -378480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -378482.000000 Penalty: 3951.082764
	Iteration 87Q: 3 clusters Score -378482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -378483.187500 Penalty: 3951.082764
	Iteration 88Q: 3 clusters Score -378483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -378483.656250 Penalty: 3951.082764
	Iteration 89Q: 3 clusters Score -378483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -378483.781250 Penalty: 3951.082764
	Iteration 90Q: 3 clusters Score -378483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -378484.656250 Penalty: 3951.082764
	Iteration 91Q: 3 clusters Score -378484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -378486.156250 Penalty: 3951.082764
	Iteration 92Q: 3 clusters Score -378486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -378487.875000 Penalty: 3951.082764
	Iteration 93Q: 3 clusters Score -378487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -378487.500000 Penalty: 3951.082764
	Iteration 94Q: 3 clusters Score -378487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -378488.218750 Penalty: 3951.082764
	Iteration 95Q: 3 clusters Score -378488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -378488.218750 Penalty: 3951.082764
	Iteration 96F: 3 clusters Score -378488.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Entering Unmasked Estep 
Score: -5799142.500000 Penalty: 2652.249756
	Iteration 0F: 2 clusters Score -5799142 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 22215 members 
Entering Unmasked Estep 
Score: -5769509.000000 Penalty: 5304.499512
	Iteration 0F: 3 clusters Score -5769509 nChanged 20177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5780644.000000 Penalty: 5304.499512
	Iteration 1F: 3 clusters Score -5780644 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5781194.000000 Penalty: 5304.499512
	Iteration 2Q: 3 clusters Score -5781194 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5781847.000000 Penalty: 5304.499512
	Iteration 3Q: 3 clusters Score -5781847 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -5782708.000000 Penalty: 5304.499512
	Iteration 4Q: 3 clusters Score -5782708 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -5784231.000000 Penalty: 5304.499512
	Iteration 5F: 3 clusters Score -5784231 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5786565.000000 Penalty: 5304.499512
	Iteration 6F: 3 clusters Score -5786565 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5789940.500000 Penalty: 5304.499512
	Iteration 7F: 3 clusters Score -5789940 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -5793234.000000 Penalty: 5304.499512
	Iteration 8F: 3 clusters Score -5793234 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -5795319.500000 Penalty: 5304.499512
	Iteration 9Q: 3 clusters Score -5795320 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5796248.000000 Penalty: 5304.499512
	Iteration 10Q: 3 clusters Score -5796248 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5796577.500000 Penalty: 5304.499512
	Iteration 11Q: 3 clusters Score -5796578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5796697.500000 Penalty: 5304.499512
	Iteration 12Q: 3 clusters Score -5796698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5796748.500000 Penalty: 5304.499512
	Iteration 13Q: 3 clusters Score -5796748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5796787.000000 Penalty: 5304.499512
	Iteration 14Q: 3 clusters Score -5796787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5796821.500000 Penalty: 5304.499512
	Iteration 15Q: 3 clusters Score -5796822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5796837.500000 Penalty: 5304.499512
	Iteration 16Q: 3 clusters Score -5796838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5796853.000000 Penalty: 5304.499512
	Iteration 17Q: 3 clusters Score -5796853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5796860.000000 Penalty: 5304.499512
	Iteration 18Q: 3 clusters Score -5796860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -5796860.000000 Penalty: 5304.499512
	Iteration 19Q: 3 clusters Score -5796860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5796863.500000 Penalty: 5304.499512
	Iteration 20F: 3 clusters Score -5796864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -350219.500000 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -350219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -347200.562500 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -347200.6 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -347783.000000 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -347783 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -347989.781250 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -347989.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -348148.187500 Penalty: 3898.460449
	Iteration 3F: 3 clusters Score -348148.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -348304.312500 Penalty: 3898.460449
	Iteration 4F: 3 clusters Score -348304.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -348432.500000 Penalty: 3898.460449
	Iteration 5F: 3 clusters Score -348432.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -348526.281250 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -348526.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -348600.468750 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -348600.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -348662.562500 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -348662.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -348696.937500 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -348696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -348723.406250 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -348723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -348744.156250 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -348744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -348768.187500 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -348768.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -348785.937500 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -348785.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -348800.312500 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -348800.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -348812.562500 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -348812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -348821.500000 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -348821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -348823.625000 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -348823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -348825.593750 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -348825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -348827.031250 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -348827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -348827.250000 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -348827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Entering Unmasked Estep 
Score: -3418017.000000 Penalty: 2514.666504
	Iteration 0F: 2 clusters Score -3418017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3400365.000000 Penalty: 5029.333008
	Iteration 0F: 3 clusters Score -3400365 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3406743.750000 Penalty: 5029.333008
	Iteration 1F: 3 clusters Score -3406744 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3407253.750000 Penalty: 5029.333008
	Iteration 2F: 3 clusters Score -3407254 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3407743.250000 Penalty: 5029.333008
	Iteration 3Q: 3 clusters Score -3407743 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3408258.250000 Penalty: 5029.333008
	Iteration 4Q: 3 clusters Score -3408258 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3408859.750000 Penalty: 5029.333008
	Iteration 5Q: 3 clusters Score -3408860 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3409651.500000 Penalty: 5029.333008
	Iteration 6F: 3 clusters Score -3409652 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3410729.750000 Penalty: 5029.333008
	Iteration 7F: 3 clusters Score -3410730 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3411948.250000 Penalty: 5029.333008
	Iteration 8F: 3 clusters Score -3411948 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3413207.250000 Penalty: 5029.333008
	Iteration 9F: 3 clusters Score -3413207 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3414216.250000 Penalty: 5029.333008
	Iteration 10Q: 3 clusters Score -3414216 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3414890.000000 Penalty: 5029.333008
	Iteration 11Q: 3 clusters Score -3414890 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3415267.500000 Penalty: 5029.333008
	Iteration 12Q: 3 clusters Score -3415268 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3415442.750000 Penalty: 5029.333008
	Iteration 13Q: 3 clusters Score -3415443 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3415572.500000 Penalty: 5029.333008
	Iteration 14Q: 3 clusters Score -3415572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3415655.000000 Penalty: 5029.333008
	Iteration 15Q: 3 clusters Score -3415655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3415722.500000 Penalty: 5029.333008
	Iteration 16Q: 3 clusters Score -3415722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3415754.000000 Penalty: 5029.333008
	Iteration 17Q: 3 clusters Score -3415754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3415773.000000 Penalty: 5029.333008
	Iteration 18Q: 3 clusters Score -3415773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3415780.250000 Penalty: 5029.333008
	Iteration 19Q: 3 clusters Score -3415780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3415791.750000 Penalty: 5029.333008
	Iteration 20F: 3 clusters Score -3415792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3415806.250000 Penalty: 5029.333008
	Iteration 21Q: 3 clusters Score -3415806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3415815.250000 Penalty: 5029.333008
	Iteration 22Q: 3 clusters Score -3415815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3415819.000000 Penalty: 5029.333008
	Iteration 23Q: 3 clusters Score -3415819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3415819.000000 Penalty: 5029.333008
	Iteration 24Q: 3 clusters Score -3415819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3415819.000000 Penalty: 5029.333008
	Iteration 25F: 3 clusters Score -3415819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -83578.562500 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -83578.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81940.320312 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -81940.32 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82355.632812 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -82355.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82547.992188 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -82547.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82751.968750 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -82751.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82869.375000 Penalty: 3259.157959
	Iteration 4F: 3 clusters Score -82869.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -82946.078125 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -82946.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -82983.664062 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -82983.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -82993.492188 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -82993.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -83014.539062 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -83014.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -83027.203125 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -83027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -83036.804688 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -83036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -83036.804688 Penalty: 3259.157959
	Iteration 11F: 3 clusters Score -83036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Entering Unmasked Estep 
Score: -4431594.000000 Penalty: 2576.058594
	Iteration 0F: 2 clusters Score -4431594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4409530.000000 Penalty: 5152.117188
	Iteration 0F: 3 clusters Score -4409530 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4417503.000000 Penalty: 5152.117188
	Iteration 1F: 3 clusters Score -4417503 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4417964.500000 Penalty: 5152.117188
	Iteration 2Q: 3 clusters Score -4417964 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4418444.500000 Penalty: 5152.117188
	Iteration 3Q: 3 clusters Score -4418444 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4418953.000000 Penalty: 5152.117188
	Iteration 4Q: 3 clusters Score -4418953 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4419505.000000 Penalty: 5152.117188
	Iteration 5Q: 3 clusters Score -4419505 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4420248.000000 Penalty: 5152.117188
	Iteration 6Q: 3 clusters Score -4420248 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4421341.500000 Penalty: 5152.117188
	Iteration 7F: 3 clusters Score -4421342 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -4422883.000000 Penalty: 5152.117188
	Iteration 8F: 3 clusters Score -4422883 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4424739.500000 Penalty: 5152.117188
	Iteration 9F: 3 clusters Score -4424740 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4426547.000000 Penalty: 5152.117188
	Iteration 10F: 3 clusters Score -4426547 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4427859.000000 Penalty: 5152.117188
	Iteration 11Q: 3 clusters Score -4427859 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4428678.500000 Penalty: 5152.117188
	Iteration 12Q: 3 clusters Score -4428678 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4429137.000000 Penalty: 5152.117188
	Iteration 13Q: 3 clusters Score -4429137 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4429326.500000 Penalty: 5152.117188
	Iteration 14Q: 3 clusters Score -4429326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4429418.500000 Penalty: 5152.117188
	Iteration 15Q: 3 clusters Score -4429418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4429479.000000 Penalty: 5152.117188
	Iteration 16Q: 3 clusters Score -4429479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4429494.500000 Penalty: 5152.117188
	Iteration 17Q: 3 clusters Score -4429494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4429511.000000 Penalty: 5152.117188
	Iteration 18Q: 3 clusters Score -4429511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4429545.000000 Penalty: 5152.117188
	Iteration 19Q: 3 clusters Score -4429545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4429557.000000 Penalty: 5152.117188
	Iteration 20F: 3 clusters Score -4429557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4429568.500000 Penalty: 5152.117188
	Iteration 21Q: 3 clusters Score -4429568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4429575.000000 Penalty: 5152.117188
	Iteration 22Q: 3 clusters Score -4429575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4429581.000000 Penalty: 5152.117188
	Iteration 23Q: 3 clusters Score -4429581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4429588.500000 Penalty: 5152.117188
	Iteration 24Q: 3 clusters Score -4429588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4429600.000000 Penalty: 5152.117188
	Iteration 25Q: 3 clusters Score -4429600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4429606.000000 Penalty: 5152.117188
	Iteration 26Q: 3 clusters Score -4429606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4429608.500000 Penalty: 5152.117188
	Iteration 27Q: 3 clusters Score -4429608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4429607.000000 Penalty: 5152.117188
	Iteration 28Q: 3 clusters Score -4429607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4429608.000000 Penalty: 5152.117188
	Iteration 29Q: 3 clusters Score -4429608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4429609.500000 Penalty: 5152.117188
	Iteration 30Q: 3 clusters Score -4429610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4429610.500000 Penalty: 5152.117188
	Iteration 31Q: 3 clusters Score -4429610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4429613.500000 Penalty: 5152.117188
	Iteration 32Q: 3 clusters Score -4429614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4429611.000000 Penalty: 5152.117188
	Iteration 33Q: 3 clusters Score -4429611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4429611.000000 Penalty: 5152.117188
	Iteration 34F: 3 clusters Score -4429611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (138189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138189 members 
Entering Unmasked Estep 
Score: -18490070.000000 Penalty: 2935.421631
	Iteration 0F: 2 clusters Score -1.849007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -18408900.000000 Penalty: 5870.843262
	Iteration 0F: 3 clusters Score -1.84089e+07 nChanged 66119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -18447002.000000 Penalty: 5870.843262
	Iteration 1F: 3 clusters Score -1.8447e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -18448164.000000 Penalty: 5870.843262
	Iteration 2Q: 3 clusters Score -1.844816e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -18449590.000000 Penalty: 5870.843262
	Iteration 3Q: 3 clusters Score -1.844959e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -18451648.000000 Penalty: 5870.843262
	Iteration 4Q: 3 clusters Score -1.845165e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -18454458.000000 Penalty: 5870.843262
	Iteration 5Q: 3 clusters Score -1.845446e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -18458132.000000 Penalty: 5870.843262
	Iteration 6Q: 3 clusters Score -1.845813e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -18462580.000000 Penalty: 5870.843262
	Iteration 7F: 3 clusters Score -1.846258e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -18467986.000000 Penalty: 5870.843262
	Iteration 8F: 3 clusters Score -1.846799e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -18473830.000000 Penalty: 5870.843262
	Iteration 9F: 3 clusters Score -1.847383e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -18479016.000000 Penalty: 5870.843262
	Iteration 10F: 3 clusters Score -1.847902e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -18481964.000000 Penalty: 5870.843262
	Iteration 11Q: 3 clusters Score -1.848196e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -18483090.000000 Penalty: 5870.843262
	Iteration 12Q: 3 clusters Score -1.848309e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -18483550.000000 Penalty: 5870.843262
	Iteration 13Q: 3 clusters Score -1.848355e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -18483984.000000 Penalty: 5870.843262
	Iteration 14Q: 3 clusters Score -1.848398e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -18484396.000000 Penalty: 5870.843262
	Iteration 15Q: 3 clusters Score -1.84844e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -18484816.000000 Penalty: 5870.843262
	Iteration 16Q: 3 clusters Score -1.848482e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -18485152.000000 Penalty: 5870.843262
	Iteration 17Q: 3 clusters Score -1.848515e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -18485508.000000 Penalty: 5870.843262
	Iteration 18Q: 3 clusters Score -1.848551e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -18485806.000000 Penalty: 5870.843262
	Iteration 19Q: 3 clusters Score -1.848581e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -18486124.000000 Penalty: 5870.843262
	Iteration 20F: 3 clusters Score -1.848612e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -18486402.000000 Penalty: 5870.843262
	Iteration 21Q: 3 clusters Score -1.84864e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -18486820.000000 Penalty: 5870.843262
	Iteration 22Q: 3 clusters Score -1.848682e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -18487096.000000 Penalty: 5870.843262
	Iteration 23Q: 3 clusters Score -1.84871e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -18487564.000000 Penalty: 5870.843262
	Iteration 24Q: 3 clusters Score -1.848756e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -18487780.000000 Penalty: 5870.843262
	Iteration 25Q: 3 clusters Score -1.848778e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -18488198.000000 Penalty: 5870.843262
	Iteration 26Q: 3 clusters Score -1.84882e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -18488442.000000 Penalty: 5870.843262
	Iteration 27Q: 3 clusters Score -1.848844e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -18488798.000000 Penalty: 5870.843262
	Iteration 28Q: 3 clusters Score -1.84888e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -18489154.000000 Penalty: 5870.843262
	Iteration 29Q: 3 clusters Score -1.848915e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -18489492.000000 Penalty: 5870.843262
	Iteration 30Q: 3 clusters Score -1.848949e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -18489786.000000 Penalty: 5870.843262
	Iteration 31Q: 3 clusters Score -1.848979e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -18489928.000000 Penalty: 5870.843262
	Iteration 32Q: 3 clusters Score -1.848993e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -18489988.000000 Penalty: 5870.843262
	Iteration 33Q: 3 clusters Score -1.848999e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -18490096.000000 Penalty: 5870.843262
	Iteration 34Q: 3 clusters Score -1.84901e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -18490208.000000 Penalty: 5870.843262
	Iteration 35Q: 3 clusters Score -1.849021e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -18490214.000000 Penalty: 5870.843262
	Iteration 36Q: 3 clusters Score -1.849021e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -18490286.000000 Penalty: 5870.843262
	Iteration 37Q: 3 clusters Score -1.849029e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -18490294.000000 Penalty: 5870.843262
	Iteration 38Q: 3 clusters Score -1.849029e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -18490286.000000 Penalty: 5870.843262
	Iteration 39Q: 3 clusters Score -1.849029e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -18490306.000000 Penalty: 5870.843262
	Iteration 40F: 3 clusters Score -1.849031e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -18490362.000000 Penalty: 5870.843262
	Iteration 41Q: 3 clusters Score -1.849036e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -18490372.000000 Penalty: 5870.843262
	Iteration 42Q: 3 clusters Score -1.849037e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -18490386.000000 Penalty: 5870.843262
	Iteration 43Q: 3 clusters Score -1.849039e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -18490400.000000 Penalty: 5870.843262
	Iteration 44Q: 3 clusters Score -1.84904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -18490418.000000 Penalty: 5870.843262
	Iteration 45Q: 3 clusters Score -1.849042e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -18490434.000000 Penalty: 5870.843262
	Iteration 46Q: 3 clusters Score -1.849043e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -18490424.000000 Penalty: 5870.843262
	Iteration 47Q: 3 clusters Score -1.849042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -18490440.000000 Penalty: 5870.843262
	Iteration 48Q: 3 clusters Score -1.849044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -18490444.000000 Penalty: 5870.843262
	Iteration 49Q: 3 clusters Score -1.849044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -18490432.000000 Penalty: 5870.843262
	Iteration 50Q: 3 clusters Score -1.849043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -18490440.000000 Penalty: 5870.843262
	Iteration 51Q: 3 clusters Score -1.849044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -18490438.000000 Penalty: 5870.843262
	Iteration 52Q: 3 clusters Score -1.849044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -18490440.000000 Penalty: 5870.843262
	Iteration 53Q: 3 clusters Score -1.849044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -18490422.000000 Penalty: 5870.843262
	Iteration 54Q: 3 clusters Score -1.849042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -18490420.000000 Penalty: 5870.843262
	Iteration 55Q: 3 clusters Score -1.849042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -18490422.000000 Penalty: 5870.843262
	Iteration 56Q: 3 clusters Score -1.849042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -18490410.000000 Penalty: 5870.843262
	Iteration 57Q: 3 clusters Score -1.849041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -18490420.000000 Penalty: 5870.843262
	Iteration 58Q: 3 clusters Score -1.849042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -18490402.000000 Penalty: 5870.843262
	Iteration 59Q: 3 clusters Score -1.84904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -18490390.000000 Penalty: 5870.843262
	Iteration 60F: 3 clusters Score -1.849039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -18490384.000000 Penalty: 5870.843262
	Iteration 61Q: 3 clusters Score -1.849038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -18490386.000000 Penalty: 5870.843262
	Iteration 62Q: 3 clusters Score -1.849039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -18490368.000000 Penalty: 5870.843262
	Iteration 63Q: 3 clusters Score -1.849037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -18490378.000000 Penalty: 5870.843262
	Iteration 64Q: 3 clusters Score -1.849038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -18490362.000000 Penalty: 5870.843262
	Iteration 65Q: 3 clusters Score -1.849036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -18490368.000000 Penalty: 5870.843262
	Iteration 66Q: 3 clusters Score -1.849037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -18490358.000000 Penalty: 5870.843262
	Iteration 67Q: 3 clusters Score -1.849036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -18490356.000000 Penalty: 5870.843262
	Iteration 68Q: 3 clusters Score -1.849036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -18490370.000000 Penalty: 5870.843262
	Iteration 69Q: 3 clusters Score -1.849037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -18490382.000000 Penalty: 5870.843262
	Iteration 70Q: 3 clusters Score -1.849038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -18490370.000000 Penalty: 5870.843262
	Iteration 71Q: 3 clusters Score -1.849037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -18490362.000000 Penalty: 5870.843262
	Iteration 72Q: 3 clusters Score -1.849036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -18490372.000000 Penalty: 5870.843262
	Iteration 73Q: 3 clusters Score -1.849037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -18490376.000000 Penalty: 5870.843262
	Iteration 74Q: 3 clusters Score -1.849038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -18490368.000000 Penalty: 5870.843262
	Iteration 75Q: 3 clusters Score -1.849037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -18490380.000000 Penalty: 5870.843262
	Iteration 76Q: 3 clusters Score -1.849038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -18490364.000000 Penalty: 5870.843262
	Iteration 77Q: 3 clusters Score -1.849036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -18490346.000000 Penalty: 5870.843262
	Iteration 78Q: 3 clusters Score -1.849035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -18490354.000000 Penalty: 5870.843262
	Iteration 79Q: 3 clusters Score -1.849035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -18490350.000000 Penalty: 5870.843262
	Iteration 80F: 3 clusters Score -1.849035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -18490356.000000 Penalty: 5870.843262
	Iteration 81Q: 3 clusters Score -1.849036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -18490352.000000 Penalty: 5870.843262
	Iteration 82Q: 3 clusters Score -1.849035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -18490360.000000 Penalty: 5870.843262
	Iteration 83Q: 3 clusters Score -1.849036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -18490360.000000 Penalty: 5870.843262
	Iteration 84F: 3 clusters Score -1.849036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21814 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 24347 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 25331 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32446 members 
Mstep: Class 15 contains 87879 members 
Mstep: Class 16 contains 50310 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 150171 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
Score: -62758192.000000 Penalty: 77813.773438
Splitting cluster 15 changes total score from -62757976.000000 to -62758192.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -409730.031250 Penalty: 1993.390869
	Iteration 0F: 2 clusters Score -409730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -406425.156250 Penalty: 3986.781738
	Iteration 0F: 3 clusters Score -406425.2 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -407088.750000 Penalty: 3986.781738
	Iteration 1F: 3 clusters Score -407088.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -407271.062500 Penalty: 3986.781738
	Iteration 2F: 3 clusters Score -407271.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -407414.500000 Penalty: 3986.781738
	Iteration 3F: 3 clusters Score -407414.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -407550.406250 Penalty: 3986.781738
	Iteration 4Q: 3 clusters Score -407550.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -407707.312500 Penalty: 3986.781738
	Iteration 5Q: 3 clusters Score -407707.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -407882.218750 Penalty: 3986.781738
	Iteration 6Q: 3 clusters Score -407882.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -408105.468750 Penalty: 3986.781738
	Iteration 7Q: 3 clusters Score -408105.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -408337.250000 Penalty: 3986.781738
	Iteration 8Q: 3 clusters Score -408337.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -408624.031250 Penalty: 3986.781738
	Iteration 9F: 3 clusters Score -408624 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -408880.843750 Penalty: 3986.781738
	Iteration 10F: 3 clusters Score -408880.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -409148.437500 Penalty: 3986.781738
	Iteration 11Q: 3 clusters Score -409148.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -409382.562500 Penalty: 3986.781738
	Iteration 12Q: 3 clusters Score -409382.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -409495.093750 Penalty: 3986.781738
	Iteration 13Q: 3 clusters Score -409495.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -409537.562500 Penalty: 3986.781738
	Iteration 14Q: 3 clusters Score -409537.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -409558.000000 Penalty: 3986.781738
	Iteration 15Q: 3 clusters Score -409558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -409567.906250 Penalty: 3986.781738
	Iteration 16Q: 3 clusters Score -409567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -409572.406250 Penalty: 3986.781738
	Iteration 17Q: 3 clusters Score -409572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -409573.531250 Penalty: 3986.781738
	Iteration 18Q: 3 clusters Score -409573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -409575.406250 Penalty: 3986.781738
	Iteration 19Q: 3 clusters Score -409575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -409577.406250 Penalty: 3986.781738
	Iteration 20F: 3 clusters Score -409577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -409580.687500 Penalty: 3986.781738
	Iteration 21Q: 3 clusters Score -409580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -409581.312500 Penalty: 3986.781738
	Iteration 22Q: 3 clusters Score -409581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -409582.843750 Penalty: 3986.781738
	Iteration 23Q: 3 clusters Score -409582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -409583.218750 Penalty: 3986.781738
	Iteration 24Q: 3 clusters Score -409583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -409583.218750 Penalty: 3986.781738
	Iteration 25F: 3 clusters Score -409583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 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 313 members 
Entering Unmasked Estep 
Score: -66996.234375 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66996.23 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67247.906250 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67247.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67346.039062 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67346.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67399.851562 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67399.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67432.476562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67432.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67475.046875 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67475.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67509.015625 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67509.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67531.343750 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67531.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67569.851562 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67569.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67595.632812 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -67595.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67617.015625 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -67617.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67645.054688 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -67645.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67688.164062 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -67688.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67709.414062 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -67709.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67725.414062 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -67725.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67747.414062 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -67747.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67774.039062 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -67774.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67809.406250 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -67809.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67830.492188 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -67830.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67834.125000 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -67834.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67837.414062 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -67837.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67842.828125 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -67842.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67846.593750 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -67846.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67846.593750 Penalty: 3174.527832
	Iteration 23F: 3 clusters Score -67846.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -1200875.750000 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -1200876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1193976.125000 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -1193976 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1196022.125000 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -1196022 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1196338.125000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -1196338 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1196560.500000 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -1196560 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1196710.375000 Penalty: 4508.964844
	Iteration 4Q: 3 clusters Score -1196710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1196828.500000 Penalty: 4508.964844
	Iteration 5Q: 3 clusters Score -1196828 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1196915.000000 Penalty: 4508.964844
	Iteration 6Q: 3 clusters Score -1196915 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1196998.250000 Penalty: 4508.964844
	Iteration 7Q: 3 clusters Score -1196998 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1197092.500000 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -1197092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1197188.625000 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -1197189 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1197294.125000 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -1197294 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1197426.375000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -1197426 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1197588.875000 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -1197589 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1197829.750000 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -1197830 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1198147.250000 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -1198147 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1198595.875000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -1198596 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1199077.125000 Penalty: 4508.964844
	Iteration 16F: 3 clusters Score -1199077 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1199452.250000 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -1199452 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1199727.250000 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -1199727 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1199911.125000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -1199911 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1200032.125000 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -1200032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1200086.625000 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -1200087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1200113.875000 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -1200114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1200125.875000 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -1200126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1200137.375000 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -1200137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1200147.000000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -1200147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1200155.125000 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -1200155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1200159.500000 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -1200160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1200166.250000 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -1200166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1200167.125000 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -1200167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1200168.125000 Penalty: 4508.964844
	Iteration 30Q: 3 clusters Score -1200168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1200167.500000 Penalty: 4508.964844
	Iteration 31Q: 3 clusters Score -1200168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1200170.000000 Penalty: 4508.964844
	Iteration 32Q: 3 clusters Score -1200170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1200170.000000 Penalty: 4508.964844
	Iteration 33F: 3 clusters Score -1200170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Entering Unmasked Estep 
Score: -20160892.000000 Penalty: 2956.043457
	Iteration 0F: 2 clusters Score -2.016089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -20072018.000000 Penalty: 5912.086914
	Iteration 0F: 3 clusters Score -2.007202e+07 nChanged 71813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -20113472.000000 Penalty: 5912.086914
	Iteration 1F: 3 clusters Score -2.011347e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -20114906.000000 Penalty: 5912.086914
	Iteration 2Q: 3 clusters Score -2.011491e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -20116720.000000 Penalty: 5912.086914
	Iteration 3Q: 3 clusters Score -2.011672e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -20119720.000000 Penalty: 5912.086914
	Iteration 4Q: 3 clusters Score -2.011972e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -20125076.000000 Penalty: 5912.086914
	Iteration 5F: 3 clusters Score -2.012508e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -20133796.000000 Penalty: 5912.086914
	Iteration 6F: 3 clusters Score -2.01338e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -20145850.000000 Penalty: 5912.086914
	Iteration 7F: 3 clusters Score -2.014585e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -20156378.000000 Penalty: 5912.086914
	Iteration 8F: 3 clusters Score -2.015638e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -20161516.000000 Penalty: 5912.086914
	Iteration 9F: 3 clusters Score -2.016152e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -20163164.000000 Penalty: 5912.086914
	Iteration 10Q: 3 clusters Score -2.016316e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -20163536.000000 Penalty: 5912.086914
	Iteration 11Q: 3 clusters Score -2.016354e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -20163508.000000 Penalty: 5912.086914
	Iteration 12Q: 3 clusters Score -2.016351e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -20162816.000000 Penalty: 5912.086914
	Iteration 13Q: 3 clusters Score -2.016282e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -20162160.000000 Penalty: 5912.086914
	Iteration 14Q: 3 clusters Score -2.016216e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 136650 members 
Entering Unmasked Estep 
Score: -20161372.000000 Penalty: 5912.086914
	Iteration 15Q: 3 clusters Score -2.016137e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -20160470.000000 Penalty: 5912.086914
	Iteration 16Q: 3 clusters Score -2.016047e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -20159618.000000 Penalty: 5912.086914
	Iteration 17Q: 3 clusters Score -2.015962e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 146126 members 
Entering Unmasked Estep 
Score: -20158960.000000 Penalty: 5912.086914
	Iteration 18Q: 3 clusters Score -2.015896e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -20158622.000000 Penalty: 5912.086914
	Iteration 19Q: 3 clusters Score -2.015862e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 146876 members 
Entering Unmasked Estep 
Score: -20159566.000000 Penalty: 5912.086914
	Iteration 20F: 3 clusters Score -2.015957e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 148460 members 
Entering Unmasked Estep 
Score: -20159090.000000 Penalty: 5912.086914
	Iteration 21Q: 3 clusters Score -2.015909e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 149324 members 
Entering Unmasked Estep 
Score: -20158676.000000 Penalty: 5912.086914
	Iteration 22Q: 3 clusters Score -2.015868e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -20158510.000000 Penalty: 5912.086914
	Iteration 23Q: 3 clusters Score -2.015851e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -20158528.000000 Penalty: 5912.086914
	Iteration 24Q: 3 clusters Score -2.015853e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -20158492.000000 Penalty: 5912.086914
	Iteration 25Q: 3 clusters Score -2.015849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -20158532.000000 Penalty: 5912.086914
	Iteration 26Q: 3 clusters Score -2.015853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -20158518.000000 Penalty: 5912.086914
	Iteration 27Q: 3 clusters Score -2.015852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -20158520.000000 Penalty: 5912.086914
	Iteration 28Q: 3 clusters Score -2.015852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -20158520.000000 Penalty: 5912.086914
	Iteration 29Q: 3 clusters Score -2.015852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -20158524.000000 Penalty: 5912.086914
	Iteration 30Q: 3 clusters Score -2.015852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -20158518.000000 Penalty: 5912.086914
	Iteration 31Q: 3 clusters Score -2.015852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149952 members 
Entering Unmasked Estep 
Score: -20158510.000000 Penalty: 5912.086914
	Iteration 32Q: 3 clusters Score -2.015851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -20158502.000000 Penalty: 5912.086914
	Iteration 33Q: 3 clusters Score -2.01585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 149955 members 
Entering Unmasked Estep 
Score: -20158498.000000 Penalty: 5912.086914
	Iteration 34Q: 3 clusters Score -2.01585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -20158506.000000 Penalty: 5912.086914
	Iteration 35Q: 3 clusters Score -2.015851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149957 members 
Entering Unmasked Estep 
Score: -20158520.000000 Penalty: 5912.086914
	Iteration 36Q: 3 clusters Score -2.015852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 149958 members 
Entering Unmasked Estep 
Score: -20158522.000000 Penalty: 5912.086914
	Iteration 37Q: 3 clusters Score -2.015852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -20158516.000000 Penalty: 5912.086914
	Iteration 38Q: 3 clusters Score -2.015852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -20158520.000000 Penalty: 5912.086914
	Iteration 39Q: 3 clusters Score -2.015852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -20158520.000000 Penalty: 5912.086914
	Iteration 40F: 3 clusters Score -2.015852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26695.152344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26695.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25583.541016 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25583.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26059.650391 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -26059.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26297.482422 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -26297.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26353.035156 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26353.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26411.421875 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26411.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26490.250000 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26490.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26522.085938 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26522.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26562.816406 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26562.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26584.345703 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -26584.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26629.121094 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -26629.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26650.169922 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -26650.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26662.218750 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -26662.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26663.884766 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -26663.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26697.250000 Penalty: 2838.898193
	Iteration 13Q: 3 clusters Score -26697.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26715.792969 Penalty: 2838.898193
	Iteration 14Q: 3 clusters Score -26715.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26721.072266 Penalty: 2838.898193
	Iteration 15Q: 3 clusters Score -26721.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26721.072266 Penalty: 2838.898193
	Iteration 16F: 3 clusters Score -26721.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21814 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 24347 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 25331 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32446 members 
Mstep: Class 15 contains 87879 members 
Mstep: Class 16 contains 50310 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 150171 members 
Mstep: Class 21 contains 124 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 182 members 
Entering Unmasked Estep 
Score: -62756400.000000 Penalty: 81056.015625
Splitting cluster 21 changes total score from -62757976.000000 to -62756400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -14239.958008 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -14239.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13367.167969 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -13367.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 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 286 members 
Entering Unmasked Estep 
Score: -63220.585938 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63220.59 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63539.613281 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63539.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63832.093750 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63832.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63993.976562 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -63993.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64118.269531 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -64118.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64255.679688 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -64255.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64421.539062 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -64421.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64578.835938 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -64578.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64634.648438 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64634.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64644.160156 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -64644.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -64648.996094 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -64649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64651.054688 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -64651.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64653.980469 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -64653.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64653.980469 Penalty: 3162.856689
	Iteration 13F: 3 clusters Score -64653.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -77209.148438 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -77209.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75605.578125 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -75605.58 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75897.843750 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -75897.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75994.945312 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -75994.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76038.796875 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -76038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76071.960938 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -76071.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76088.546875 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -76088.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76101.585938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -76101.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76121.250000 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -76121.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76136.781250 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -76136.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76146.304688 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -76146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76165.789062 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -76165.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76183.359375 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -76183.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76194.226562 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -76194.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76206.718750 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -76206.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76212.710938 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -76212.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76214.132812 Penalty: 3220.151123
	Iteration 15F: 3 clusters Score -76214.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76225.093750 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -76225.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76233.640625 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -76233.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76246.789062 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -76246.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76264.554688 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -76264.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76283.179688 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -76283.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76293.921875 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -76293.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76300.843750 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -76300.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76317.312500 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -76317.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76329.632812 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -76329.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76352.250000 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -76352.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76388.609375 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -76388.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76405.507812 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -76405.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76411.921875 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -76411.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76415.218750 Penalty: 3220.151123
	Iteration 29Q: 3 clusters Score -76415.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76417.976562 Penalty: 3220.151123
	Iteration 30Q: 3 clusters Score -76417.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76423.367188 Penalty: 3220.151123
	Iteration 31Q: 3 clusters Score -76423.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76429.070312 Penalty: 3220.151123
	Iteration 32Q: 3 clusters Score -76429.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76430.718750 Penalty: 3220.151123
	Iteration 33Q: 3 clusters Score -76430.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76432.625000 Penalty: 3220.151123
	Iteration 34Q: 3 clusters Score -76432.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76432.625000 Penalty: 3220.151123
	Iteration 35F: 3 clusters Score -76432.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21814 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 24347 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 25331 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 32446 members 
Mstep: Class 15 contains 87879 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 150171 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759692.000000 Penalty: 77813.773438
Iteration 319Q: 25 clusters Score -6.275969e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 22041 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 5899 members 
Mstep: Class 7 contains 24816 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 44596 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 25642 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 32981 members 
Mstep: Class 15 contains 85541 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 150729 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764116.000000 Penalty: 77813.773438
Iteration 320F: 25 clusters Score -6.276412e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 21910 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4949 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 24371 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 44437 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 25258 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 84122 members 
Mstep: Class 16 contains 56978 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 146768 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766628.000000 Penalty: 77813.773438
Iteration 321Q: 25 clusters Score -6.276663e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 21785 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 24011 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 44361 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 24885 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 32268 members 
Mstep: Class 15 contains 84846 members 
Mstep: Class 16 contains 62792 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 141909 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768732.000000 Penalty: 77813.773438
Iteration 322Q: 25 clusters Score -6.276873e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 21643 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 23611 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 44338 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 24511 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 31971 members 
Mstep: Class 15 contains 86236 members 
Mstep: Class 16 contains 68419 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8455 members 
Mstep: Class 20 contains 136440 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770732.000000 Penalty: 77813.773438
Iteration 323Q: 25 clusters Score -6.277073e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21521 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 23198 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 44335 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 24096 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 31652 members 
Mstep: Class 15 contains 87947 members 
Mstep: Class 16 contains 74313 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8282 members 
Mstep: Class 20 contains 130400 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772208.000000 Penalty: 77813.773438
Iteration 324Q: 25 clusters Score -6.277221e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21407 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 44367 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31340 members 
Mstep: Class 15 contains 90005 members 
Mstep: Class 16 contains 80160 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 124014 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774280.000000 Penalty: 77813.773438
Iteration 325Q: 25 clusters Score -6.277428e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4930 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 22285 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 44406 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 23385 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 31026 members 
Mstep: Class 15 contains 92311 members 
Mstep: Class 16 contains 85826 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7928 members 
Mstep: Class 20 contains 117534 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776240.000000 Penalty: 77813.773438
Iteration 326Q: 25 clusters Score -6.277624e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21188 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4924 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 21784 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 44512 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 23076 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30743 members 
Mstep: Class 15 contains 94843 members 
Mstep: Class 16 contains 89730 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 112422 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777320.000000 Penalty: 77813.773438
Iteration 327Q: 25 clusters Score -6.277732e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21121 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 21374 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 44633 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 22852 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30494 members 
Mstep: Class 15 contains 97514 members 
Mstep: Class 16 contains 90185 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 110388 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777800.000000 Penalty: 77813.773438
Iteration 328Q: 25 clusters Score -6.27778e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 21080 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 21017 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 44796 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 22702 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30298 members 
Mstep: Class 15 contains 99969 members 
Mstep: Class 16 contains 89238 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 109623 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777660.000000 Penalty: 77813.773438
Iteration 329Q: 25 clusters Score -6.277766e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21053 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 20759 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 44986 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30169 members 
Mstep: Class 15 contains 101844 members 
Mstep: Class 16 contains 88184 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 109252 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777728.000000 Penalty: 77813.773438
Iteration 330Q: 25 clusters Score -6.277773e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 21030 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 20509 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 45195 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 22507 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 30064 members 
Mstep: Class 15 contains 103203 members 
Mstep: Class 16 contains 87333 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7448 members 
Mstep: Class 20 contains 109060 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777616.000000 Penalty: 77813.773438
Iteration 331Q: 25 clusters Score -6.277762e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 21005 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 6162 members 
Mstep: Class 7 contains 20312 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 22419 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 29989 members 
Mstep: Class 15 contains 104272 members 
Mstep: Class 16 contains 86697 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 108864 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777456.000000 Penalty: 77813.773438
Iteration 332Q: 25 clusters Score -6.277746e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 20982 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 6157 members 
Mstep: Class 7 contains 20129 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 45609 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 22328 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 29934 members 
Mstep: Class 15 contains 105085 members 
Mstep: Class 16 contains 86257 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 108696 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777340.000000 Penalty: 77813.773438
Iteration 333Q: 25 clusters Score -6.277734e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 20963 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 19977 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 45785 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 22242 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 29879 members 
Mstep: Class 15 contains 105735 members 
Mstep: Class 16 contains 85916 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 108563 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777172.000000 Penalty: 77813.773438
Iteration 334Q: 25 clusters Score -6.277717e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20941 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 19841 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 45949 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 12 contains 22193 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 29845 members 
Mstep: Class 15 contains 106223 members 
Mstep: Class 16 contains 85674 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 108442 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776976.000000 Penalty: 77813.773438
Iteration 335Q: 25 clusters Score -6.277698e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 6 contains 6130 members 
Mstep: Class 7 contains 19729 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 46094 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29811 members 
Mstep: Class 15 contains 106581 members 
Mstep: Class 16 contains 85498 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 108330 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776868.000000 Penalty: 77813.773438
Iteration 336Q: 25 clusters Score -6.277687e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20916 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4932 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 19658 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 22149 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29789 members 
Mstep: Class 15 contains 106813 members 
Mstep: Class 16 contains 85371 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7334 members 
Mstep: Class 20 contains 108200 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776928.000000 Penalty: 77813.773438
Iteration 337Q: 25 clusters Score -6.277693e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 20905 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 6124 members 
Mstep: Class 7 contains 19597 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 22134 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29764 members 
Mstep: Class 15 contains 107016 members 
Mstep: Class 16 contains 85280 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7322 members 
Mstep: Class 20 contains 108092 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776840.000000 Penalty: 77813.773438
Iteration 338Q: 25 clusters Score -6.277684e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 20894 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 6121 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 46446 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 22110 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29751 members 
Mstep: Class 15 contains 107164 members 
Mstep: Class 16 contains 85226 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 108013 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776776.000000 Penalty: 77813.773438
Iteration 339Q: 25 clusters Score -6.277678e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 6118 members 
Mstep: Class 7 contains 19507 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 46534 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 22104 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29740 members 
Mstep: Class 15 contains 107278 members 
Mstep: Class 16 contains 85221 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 107927 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777752.000000 Penalty: 77813.773438
Iteration 340F: 25 clusters Score -6.277775e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 20857 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 19401 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 46601 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 22080 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29684 members 
Mstep: Class 15 contains 107361 members 
Mstep: Class 16 contains 89059 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7243 members 
Mstep: Class 20 contains 104211 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778248.000000 Penalty: 77813.773438
Iteration 341Q: 25 clusters Score -6.277825e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 20804 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 6 contains 6142 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 22073 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29597 members 
Mstep: Class 15 contains 107422 members 
Mstep: Class 16 contains 92344 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 101051 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778684.000000 Penalty: 77813.773438
Iteration 342Q: 25 clusters Score -6.277868e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 6163 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 47048 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29480 members 
Mstep: Class 15 contains 107492 members 
Mstep: Class 16 contains 95027 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 98370 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778424.000000 Penalty: 77813.773438
Iteration 343Q: 25 clusters Score -6.277842e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 20699 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 6185 members 
Mstep: Class 7 contains 18958 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 47373 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 22199 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29374 members 
Mstep: Class 15 contains 107521 members 
Mstep: Class 16 contains 97051 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 96257 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778432.000000 Penalty: 77813.773438
Iteration 344Q: 25 clusters Score -6.277843e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20660 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 6185 members 
Mstep: Class 7 contains 18824 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 47716 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 22280 members 
Mstep: Class 13 contains 715 members 
Mstep: Class 14 contains 29272 members 
Mstep: Class 15 contains 107518 members 
Mstep: Class 16 contains 98777 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 94457 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778796.000000 Penalty: 77813.773438
Iteration 345Q: 25 clusters Score -6.27788e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 20633 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 48008 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 22350 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 29192 members 
Mstep: Class 15 contains 106833 members 
Mstep: Class 16 contains 100369 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6987 members 
Mstep: Class 20 contains 93489 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779096.000000 Penalty: 77813.773438
Iteration 346Q: 25 clusters Score -6.27791e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 18564 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 48264 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 22401 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 29118 members 
Mstep: Class 15 contains 105844 members 
Mstep: Class 16 contains 101804 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 93012 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779520.000000 Penalty: 77813.773438
Iteration 347Q: 25 clusters Score -6.277952e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 20586 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 6146 members 
Mstep: Class 7 contains 18428 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 48483 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 22452 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 29047 members 
Mstep: Class 15 contains 104980 members 
Mstep: Class 16 contains 103192 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 92500 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779856.000000 Penalty: 77813.773438
Iteration 348Q: 25 clusters Score -6.277986e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 20575 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 6130 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 48658 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 22488 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28975 members 
Mstep: Class 15 contains 104129 members 
Mstep: Class 16 contains 104419 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6859 members 
Mstep: Class 20 contains 92166 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780420.000000 Penalty: 77813.773438
Iteration 349Q: 25 clusters Score -6.278042e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 20558 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 7 contains 18212 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 48821 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 22537 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28923 members 
Mstep: Class 15 contains 103166 members 
Mstep: Class 16 contains 105532 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 92021 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780660.000000 Penalty: 77813.773438
Iteration 350Q: 25 clusters Score -6.278066e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20536 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 18114 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 48960 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 22535 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28872 members 
Mstep: Class 15 contains 102158 members 
Mstep: Class 16 contains 106505 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6785 members 
Mstep: Class 20 contains 92113 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780960.000000 Penalty: 77813.773438
Iteration 351Q: 25 clusters Score -6.278096e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 20522 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 49083 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 22547 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28815 members 
Mstep: Class 15 contains 101168 members 
Mstep: Class 16 contains 107378 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 92301 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781212.000000 Penalty: 77813.773438
Iteration 352Q: 25 clusters Score -6.278121e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5265 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 17900 members 
Mstep: Class 8 contains 3521 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 49199 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28776 members 
Mstep: Class 15 contains 100398 members 
Mstep: Class 16 contains 108022 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6715 members 
Mstep: Class 20 contains 92523 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781340.000000 Penalty: 77813.773438
Iteration 353Q: 25 clusters Score -6.278134e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20467 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 17797 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 10 contains 49295 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28740 members 
Mstep: Class 15 contains 99742 members 
Mstep: Class 16 contains 108582 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 92750 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781672.000000 Penalty: 77813.773438
Iteration 354Q: 25 clusters Score -6.278167e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 6048 members 
Mstep: Class 7 contains 17729 members 
Mstep: Class 8 contains 3496 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 49400 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 22550 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28688 members 
Mstep: Class 15 contains 99124 members 
Mstep: Class 16 contains 109009 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 93004 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781964.000000 Penalty: 77813.773438
Iteration 355Q: 25 clusters Score -6.278196e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 20459 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 6 contains 6049 members 
Mstep: Class 7 contains 17659 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 10 contains 49486 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28636 members 
Mstep: Class 15 contains 98530 members 
Mstep: Class 16 contains 109331 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 93382 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782196.000000 Penalty: 77813.773438
Iteration 356Q: 25 clusters Score -6.27822e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 49610 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 22508 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28591 members 
Mstep: Class 15 contains 97981 members 
Mstep: Class 16 contains 109485 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 93856 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782488.000000 Penalty: 77813.773438
Iteration 357Q: 25 clusters Score -6.278249e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 20443 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5404 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 17487 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 22479 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 28549 members 
Mstep: Class 15 contains 97388 members 
Mstep: Class 16 contains 109572 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6498 members 
Mstep: Class 20 contains 94469 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782520.000000 Penalty: 77813.773438
Iteration 358Q: 25 clusters Score -6.278252e+07 nChanged 2332
Entering ConstructFrom: 
Score: -62782520.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -368846.312500 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -368846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -365639.625000 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -365639.6 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -366321.000000 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -366321 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -366484.125000 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -366484.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -366613.312500 Penalty: 3960.800049
	Iteration 3Q: 3 clusters Score -366613.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366706.062500 Penalty: 3960.800049
	Iteration 4Q: 3 clusters Score -366706.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -366783.781250 Penalty: 3960.800049
	Iteration 5Q: 3 clusters Score -366783.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -366857.812500 Penalty: 3960.800049
	Iteration 6Q: 3 clusters Score -366857.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -366925.718750 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -366925.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -366992.218750 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -366992.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -367058.968750 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -367059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -367128.531250 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -367128.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -367207.218750 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -367207.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367280.187500 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -367280.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -367353.968750 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -367354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -367433.625000 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -367433.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -367510.875000 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -367510.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -367584.593750 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -367584.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -367660.281250 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -367660.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -367703.093750 Penalty: 3960.800049
	Iteration 18Q: 3 clusters Score -367703.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -367732.437500 Penalty: 3960.800049
	Iteration 19Q: 3 clusters Score -367732.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -367754.343750 Penalty: 3960.800049
	Iteration 20F: 3 clusters Score -367754.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -367763.906250 Penalty: 3960.800049
	Iteration 21Q: 3 clusters Score -367763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -367773.593750 Penalty: 3960.800049
	Iteration 22Q: 3 clusters Score -367773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -367781.281250 Penalty: 3960.800049
	Iteration 23Q: 3 clusters Score -367781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -367785.156250 Penalty: 3960.800049
	Iteration 24Q: 3 clusters Score -367785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -367790.312500 Penalty: 3960.800049
	Iteration 25Q: 3 clusters Score -367790.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -367797.406250 Penalty: 3960.800049
	Iteration 26Q: 3 clusters Score -367797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -367803.718750 Penalty: 3960.800049
	Iteration 27Q: 3 clusters Score -367803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -367808.625000 Penalty: 3960.800049
	Iteration 28Q: 3 clusters Score -367808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -367808.625000 Penalty: 3960.800049
	Iteration 29F: 3 clusters Score -367808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Entering Unmasked Estep 
Score: -2767232.750000 Penalty: 2461.182373
	Iteration 0F: 2 clusters Score -2767233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2752882.750000 Penalty: 4922.364746
	Iteration 0F: 3 clusters Score -2752883 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2757762.750000 Penalty: 4922.364746
	Iteration 1F: 3 clusters Score -2757763 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2758291.250000 Penalty: 4922.364746
	Iteration 2F: 3 clusters Score -2758291 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2758675.000000 Penalty: 4922.364746
	Iteration 3Q: 3 clusters Score -2758675 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2759075.500000 Penalty: 4922.364746
	Iteration 4Q: 3 clusters Score -2759076 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2759553.250000 Penalty: 4922.364746
	Iteration 5Q: 3 clusters Score -2759553 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2760107.000000 Penalty: 4922.364746
	Iteration 6F: 3 clusters Score -2760107 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2760803.750000 Penalty: 4922.364746
	Iteration 7F: 3 clusters Score -2760804 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2761721.750000 Penalty: 4922.364746
	Iteration 8F: 3 clusters Score -2761722 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2762726.000000 Penalty: 4922.364746
	Iteration 9F: 3 clusters Score -2762726 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2763602.750000 Penalty: 4922.364746
	Iteration 10Q: 3 clusters Score -2763603 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2764223.000000 Penalty: 4922.364746
	Iteration 11Q: 3 clusters Score -2764223 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2764588.000000 Penalty: 4922.364746
	Iteration 12Q: 3 clusters Score -2764588 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2764792.500000 Penalty: 4922.364746
	Iteration 13Q: 3 clusters Score -2764792 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2764915.000000 Penalty: 4922.364746
	Iteration 14Q: 3 clusters Score -2764915 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2764995.000000 Penalty: 4922.364746
	Iteration 15Q: 3 clusters Score -2764995 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2765043.750000 Penalty: 4922.364746
	Iteration 16Q: 3 clusters Score -2765044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2765088.750000 Penalty: 4922.364746
	Iteration 17Q: 3 clusters Score -2765089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2765113.500000 Penalty: 4922.364746
	Iteration 18Q: 3 clusters Score -2765114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2765129.750000 Penalty: 4922.364746
	Iteration 19Q: 3 clusters Score -2765130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2765142.250000 Penalty: 4922.364746
	Iteration 20F: 3 clusters Score -2765142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2765164.750000 Penalty: 4922.364746
	Iteration 21Q: 3 clusters Score -2765165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2765182.500000 Penalty: 4922.364746
	Iteration 22Q: 3 clusters Score -2765182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2765212.000000 Penalty: 4922.364746
	Iteration 23Q: 3 clusters Score -2765212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2765239.250000 Penalty: 4922.364746
	Iteration 24Q: 3 clusters Score -2765239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2765259.250000 Penalty: 4922.364746
	Iteration 25Q: 3 clusters Score -2765259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2765283.250000 Penalty: 4922.364746
	Iteration 26Q: 3 clusters Score -2765283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2765303.750000 Penalty: 4922.364746
	Iteration 27Q: 3 clusters Score -2765304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2765318.250000 Penalty: 4922.364746
	Iteration 28Q: 3 clusters Score -2765318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2765326.000000 Penalty: 4922.364746
	Iteration 29Q: 3 clusters Score -2765326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2765332.250000 Penalty: 4922.364746
	Iteration 30Q: 3 clusters Score -2765332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2765340.000000 Penalty: 4922.364746
	Iteration 31Q: 3 clusters Score -2765340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2765353.500000 Penalty: 4922.364746
	Iteration 32Q: 3 clusters Score -2765354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2765367.500000 Penalty: 4922.364746
	Iteration 33Q: 3 clusters Score -2765368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2765373.250000 Penalty: 4922.364746
	Iteration 34Q: 3 clusters Score -2765373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2765371.500000 Penalty: 4922.364746
	Iteration 35Q: 3 clusters Score -2765372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2765374.000000 Penalty: 4922.364746
	Iteration 36Q: 3 clusters Score -2765374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2765379.500000 Penalty: 4922.364746
	Iteration 37Q: 3 clusters Score -2765380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2765383.000000 Penalty: 4922.364746
	Iteration 38Q: 3 clusters Score -2765383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2765389.250000 Penalty: 4922.364746
	Iteration 39Q: 3 clusters Score -2765389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2765389.000000 Penalty: 4922.364746
	Iteration 40F: 3 clusters Score -2765389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2765389.000000 Penalty: 4922.364746
	Iteration 41Q: 3 clusters Score -2765389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2765395.250000 Penalty: 4922.364746
	Iteration 42Q: 3 clusters Score -2765395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2765398.500000 Penalty: 4922.364746
	Iteration 43Q: 3 clusters Score -2765398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2765398.500000 Penalty: 4922.364746
	Iteration 44Q: 3 clusters Score -2765398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2765401.750000 Penalty: 4922.364746
	Iteration 45Q: 3 clusters Score -2765402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2765398.500000 Penalty: 4922.364746
	Iteration 46Q: 3 clusters Score -2765398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2765405.750000 Penalty: 4922.364746
	Iteration 47Q: 3 clusters Score -2765406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2765411.000000 Penalty: 4922.364746
	Iteration 48Q: 3 clusters Score -2765411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2765419.000000 Penalty: 4922.364746
	Iteration 49Q: 3 clusters Score -2765419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2765411.750000 Penalty: 4922.364746
	Iteration 50Q: 3 clusters Score -2765412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2765411.500000 Penalty: 4922.364746
	Iteration 51Q: 3 clusters Score -2765412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2765414.000000 Penalty: 4922.364746
	Iteration 52Q: 3 clusters Score -2765414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2765418.250000 Penalty: 4922.364746
	Iteration 53Q: 3 clusters Score -2765418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2765421.500000 Penalty: 4922.364746
	Iteration 54Q: 3 clusters Score -2765422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2765423.750000 Penalty: 4922.364746
	Iteration 55Q: 3 clusters Score -2765424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2765426.750000 Penalty: 4922.364746
	Iteration 56Q: 3 clusters Score -2765427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2765430.250000 Penalty: 4922.364746
	Iteration 57Q: 3 clusters Score -2765430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2765434.500000 Penalty: 4922.364746
	Iteration 58Q: 3 clusters Score -2765434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2765434.000000 Penalty: 4922.364746
	Iteration 59Q: 3 clusters Score -2765434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2765432.750000 Penalty: 4922.364746
	Iteration 60F: 3 clusters Score -2765433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2765433.750000 Penalty: 4922.364746
	Iteration 61Q: 3 clusters Score -2765434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2765439.000000 Penalty: 4922.364746
	Iteration 62Q: 3 clusters Score -2765439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2765440.500000 Penalty: 4922.364746
	Iteration 63Q: 3 clusters Score -2765440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2765437.000000 Penalty: 4922.364746
	Iteration 64Q: 3 clusters Score -2765437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2765441.250000 Penalty: 4922.364746
	Iteration 65Q: 3 clusters Score -2765441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2765442.250000 Penalty: 4922.364746
	Iteration 66Q: 3 clusters Score -2765442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2765442.250000 Penalty: 4922.364746
	Iteration 67Q: 3 clusters Score -2765442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2765444.500000 Penalty: 4922.364746
	Iteration 68Q: 3 clusters Score -2765444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2765443.000000 Penalty: 4922.364746
	Iteration 69Q: 3 clusters Score -2765443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2765446.250000 Penalty: 4922.364746
	Iteration 70Q: 3 clusters Score -2765446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2765443.000000 Penalty: 4922.364746
	Iteration 71Q: 3 clusters Score -2765443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2765443.750000 Penalty: 4922.364746
	Iteration 72Q: 3 clusters Score -2765444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2765443.750000 Penalty: 4922.364746
	Iteration 73F: 3 clusters Score -2765444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24218.890625 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24218.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24400.273438 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24400.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24468.800781 Penalty: 2695.126221
	Iteration 2F: 3 clusters Score -24468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24562.365234 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24562.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24601.818359 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24601.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24649.482422 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24649.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24662.001953 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24665.015625 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24665.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24665.015625 Penalty: 2695.126221
	Iteration 8F: 3 clusters Score -24665.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34033.519531 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -34033.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34383.585938 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34383.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34537.570312 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34537.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34641.105469 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -34641.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34720.445312 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34720.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34781.761719 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34781.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34874.117188 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -34874.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34916.902344 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -34916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34955.437500 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -34955.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34962.125000 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -34962.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34968.429688 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -34968.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34968.429688 Penalty: 2911.171387
	Iteration 11F: 3 clusters Score -34968.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -696815.750000 Penalty: 2132.449951
	Iteration 0F: 2 clusters Score -696815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -692000.875000 Penalty: 4264.899902
	Iteration 0F: 3 clusters Score -692000.9 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -693157.000000 Penalty: 4264.899902
	Iteration 1F: 3 clusters Score -693157 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -693392.750000 Penalty: 4264.899902
	Iteration 2F: 3 clusters Score -693392.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -693612.500000 Penalty: 4264.899902
	Iteration 3F: 3 clusters Score -693612.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -693835.875000 Penalty: 4264.899902
	Iteration 4Q: 3 clusters Score -693835.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -694058.937500 Penalty: 4264.899902
	Iteration 5Q: 3 clusters Score -694058.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -694244.750000 Penalty: 4264.899902
	Iteration 6F: 3 clusters Score -694244.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -694436.562500 Penalty: 4264.899902
	Iteration 7Q: 3 clusters Score -694436.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -694622.312500 Penalty: 4264.899902
	Iteration 8Q: 3 clusters Score -694622.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -694807.875000 Penalty: 4264.899902
	Iteration 9Q: 3 clusters Score -694807.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -694975.937500 Penalty: 4264.899902
	Iteration 10Q: 3 clusters Score -694975.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -695111.875000 Penalty: 4264.899902
	Iteration 11Q: 3 clusters Score -695111.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -695238.812500 Penalty: 4264.899902
	Iteration 12Q: 3 clusters Score -695238.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -695322.375000 Penalty: 4264.899902
	Iteration 13Q: 3 clusters Score -695322.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -695393.937500 Penalty: 4264.899902
	Iteration 14Q: 3 clusters Score -695393.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -695441.750000 Penalty: 4264.899902
	Iteration 15Q: 3 clusters Score -695441.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -695474.937500 Penalty: 4264.899902
	Iteration 16Q: 3 clusters Score -695474.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -695501.812500 Penalty: 4264.899902
	Iteration 17Q: 3 clusters Score -695501.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -695517.250000 Penalty: 4264.899902
	Iteration 18Q: 3 clusters Score -695517.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -695533.625000 Penalty: 4264.899902
	Iteration 19Q: 3 clusters Score -695533.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -695548.812500 Penalty: 4264.899902
	Iteration 20F: 3 clusters Score -695548.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -695555.437500 Penalty: 4264.899902
	Iteration 21Q: 3 clusters Score -695555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -695562.312500 Penalty: 4264.899902
	Iteration 22Q: 3 clusters Score -695562.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -695565.937500 Penalty: 4264.899902
	Iteration 23Q: 3 clusters Score -695565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -695569.062500 Penalty: 4264.899902
	Iteration 24Q: 3 clusters Score -695569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -695572.750000 Penalty: 4264.899902
	Iteration 25Q: 3 clusters Score -695572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -695575.687500 Penalty: 4264.899902
	Iteration 26Q: 3 clusters Score -695575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -695575.625000 Penalty: 4264.899902
	Iteration 27Q: 3 clusters Score -695575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -695575.250000 Penalty: 4264.899902
	Iteration 28Q: 3 clusters Score -695575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -695575.250000 Penalty: 4264.899902
	Iteration 29F: 3 clusters Score -695575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -784291.812500 Penalty: 2158.840088
	Iteration 0F: 2 clusters Score -784291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -779178.812500 Penalty: 4317.680176
	Iteration 0F: 3 clusters Score -779178.8 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -780496.375000 Penalty: 4317.680176
	Iteration 1F: 3 clusters Score -780496.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -780790.812500 Penalty: 4317.680176
	Iteration 2F: 3 clusters Score -780790.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -781089.062500 Penalty: 4317.680176
	Iteration 3F: 3 clusters Score -781089.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -781440.687500 Penalty: 4317.680176
	Iteration 4F: 3 clusters Score -781440.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -781813.500000 Penalty: 4317.680176
	Iteration 5F: 3 clusters Score -781813.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -782193.750000 Penalty: 4317.680176
	Iteration 6F: 3 clusters Score -782193.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -782463.500000 Penalty: 4317.680176
	Iteration 7F: 3 clusters Score -782463.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -782649.500000 Penalty: 4317.680176
	Iteration 8Q: 3 clusters Score -782649.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -782758.500000 Penalty: 4317.680176
	Iteration 9Q: 3 clusters Score -782758.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -782827.000000 Penalty: 4317.680176
	Iteration 10Q: 3 clusters Score -782827 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -782892.187500 Penalty: 4317.680176
	Iteration 11Q: 3 clusters Score -782892.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -782956.375000 Penalty: 4317.680176
	Iteration 12Q: 3 clusters Score -782956.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -783002.125000 Penalty: 4317.680176
	Iteration 13Q: 3 clusters Score -783002.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -783045.937500 Penalty: 4317.680176
	Iteration 14Q: 3 clusters Score -783045.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -783088.937500 Penalty: 4317.680176
	Iteration 15Q: 3 clusters Score -783088.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -783131.500000 Penalty: 4317.680176
	Iteration 16Q: 3 clusters Score -783131.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -783172.750000 Penalty: 4317.680176
	Iteration 17Q: 3 clusters Score -783172.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -783209.250000 Penalty: 4317.680176
	Iteration 18Q: 3 clusters Score -783209.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -783248.187500 Penalty: 4317.680176
	Iteration 19Q: 3 clusters Score -783248.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -783296.250000 Penalty: 4317.680176
	Iteration 20F: 3 clusters Score -783296.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -783343.500000 Penalty: 4317.680176
	Iteration 21Q: 3 clusters Score -783343.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -783394.375000 Penalty: 4317.680176
	Iteration 22Q: 3 clusters Score -783394.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -783440.062500 Penalty: 4317.680176
	Iteration 23Q: 3 clusters Score -783440.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -783484.437500 Penalty: 4317.680176
	Iteration 24Q: 3 clusters Score -783484.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -783524.250000 Penalty: 4317.680176
	Iteration 25Q: 3 clusters Score -783524.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -783562.687500 Penalty: 4317.680176
	Iteration 26Q: 3 clusters Score -783562.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -783603.437500 Penalty: 4317.680176
	Iteration 27Q: 3 clusters Score -783603.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -783642.750000 Penalty: 4317.680176
	Iteration 28Q: 3 clusters Score -783642.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -783672.250000 Penalty: 4317.680176
	Iteration 29Q: 3 clusters Score -783672.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -783692.812500 Penalty: 4317.680176
	Iteration 30Q: 3 clusters Score -783692.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -783705.875000 Penalty: 4317.680176
	Iteration 31Q: 3 clusters Score -783705.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -783714.500000 Penalty: 4317.680176
	Iteration 32Q: 3 clusters Score -783714.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -783720.750000 Penalty: 4317.680176
	Iteration 33Q: 3 clusters Score -783720.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -783724.750000 Penalty: 4317.680176
	Iteration 34Q: 3 clusters Score -783724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -783728.937500 Penalty: 4317.680176
	Iteration 35Q: 3 clusters Score -783728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -783730.687500 Penalty: 4317.680176
	Iteration 36Q: 3 clusters Score -783730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -783733.875000 Penalty: 4317.680176
	Iteration 37Q: 3 clusters Score -783733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -783732.812500 Penalty: 4317.680176
	Iteration 38Q: 3 clusters Score -783732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -783734.437500 Penalty: 4317.680176
	Iteration 39Q: 3 clusters Score -783734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -783734.125000 Penalty: 4317.680176
	Iteration 40F: 3 clusters Score -783734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -783734.812500 Penalty: 4317.680176
	Iteration 41Q: 3 clusters Score -783734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -783734.500000 Penalty: 4317.680176
	Iteration 42Q: 3 clusters Score -783734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -783735.625000 Penalty: 4317.680176
	Iteration 43Q: 3 clusters Score -783735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -783736.375000 Penalty: 4317.680176
	Iteration 44Q: 3 clusters Score -783736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -783735.562500 Penalty: 4317.680176
	Iteration 45Q: 3 clusters Score -783735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -783734.375000 Penalty: 4317.680176
	Iteration 46Q: 3 clusters Score -783734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -783733.937500 Penalty: 4317.680176
	Iteration 47Q: 3 clusters Score -783733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -783733.937500 Penalty: 4317.680176
	Iteration 48F: 3 clusters Score -783733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Entering Unmasked Estep 
Score: -2370551.000000 Penalty: 2421.855713
	Iteration 0F: 2 clusters Score -2370551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2358122.750000 Penalty: 4843.711426
	Iteration 0F: 3 clusters Score -2358123 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2362114.250000 Penalty: 4843.711426
	Iteration 1F: 3 clusters Score -2362114 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2362473.500000 Penalty: 4843.711426
	Iteration 2F: 3 clusters Score -2362474 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2362760.000000 Penalty: 4843.711426
	Iteration 3Q: 3 clusters Score -2362760 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2363047.750000 Penalty: 4843.711426
	Iteration 4Q: 3 clusters Score -2363048 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2363407.500000 Penalty: 4843.711426
	Iteration 5Q: 3 clusters Score -2363408 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2363812.500000 Penalty: 4843.711426
	Iteration 6Q: 3 clusters Score -2363812 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2364346.750000 Penalty: 4843.711426
	Iteration 7F: 3 clusters Score -2364347 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2365035.000000 Penalty: 4843.711426
	Iteration 8F: 3 clusters Score -2365035 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2365883.750000 Penalty: 4843.711426
	Iteration 9F: 3 clusters Score -2365884 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2366732.500000 Penalty: 4843.711426
	Iteration 10F: 3 clusters Score -2366732 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2367392.000000 Penalty: 4843.711426
	Iteration 11Q: 3 clusters Score -2367392 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2367824.000000 Penalty: 4843.711426
	Iteration 12Q: 3 clusters Score -2367824 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2368085.250000 Penalty: 4843.711426
	Iteration 13Q: 3 clusters Score -2368085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2368250.750000 Penalty: 4843.711426
	Iteration 14Q: 3 clusters Score -2368251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2368354.000000 Penalty: 4843.711426
	Iteration 15Q: 3 clusters Score -2368354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2368412.250000 Penalty: 4843.711426
	Iteration 16Q: 3 clusters Score -2368412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2368441.000000 Penalty: 4843.711426
	Iteration 17Q: 3 clusters Score -2368441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2368454.750000 Penalty: 4843.711426
	Iteration 18Q: 3 clusters Score -2368455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2368462.500000 Penalty: 4843.711426
	Iteration 19Q: 3 clusters Score -2368462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2368461.000000 Penalty: 4843.711426
	Iteration 20F: 3 clusters Score -2368461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2368459.000000 Penalty: 4843.711426
	Iteration 21Q: 3 clusters Score -2368459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2368468.750000 Penalty: 4843.711426
	Iteration 22Q: 3 clusters Score -2368469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2368473.750000 Penalty: 4843.711426
	Iteration 23Q: 3 clusters Score -2368474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2368472.500000 Penalty: 4843.711426
	Iteration 24Q: 3 clusters Score -2368472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2368476.250000 Penalty: 4843.711426
	Iteration 25Q: 3 clusters Score -2368476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2368476.250000 Penalty: 4843.711426
	Iteration 26F: 3 clusters Score -2368476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -462184.437500 Penalty: 2019.808472
	Iteration 0F: 2 clusters Score -462184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -458669.843750 Penalty: 4039.616943
	Iteration 0F: 3 clusters Score -458669.8 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -459365.625000 Penalty: 4039.616943
	Iteration 1F: 3 clusters Score -459365.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -459541.312500 Penalty: 4039.616943
	Iteration 2F: 3 clusters Score -459541.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -459646.406250 Penalty: 4039.616943
	Iteration 3Q: 3 clusters Score -459646.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -459713.375000 Penalty: 4039.616943
	Iteration 4Q: 3 clusters Score -459713.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -459775.593750 Penalty: 4039.616943
	Iteration 5Q: 3 clusters Score -459775.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -459825.562500 Penalty: 4039.616943
	Iteration 6Q: 3 clusters Score -459825.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -459859.843750 Penalty: 4039.616943
	Iteration 7Q: 3 clusters Score -459859.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -459887.906250 Penalty: 4039.616943
	Iteration 8Q: 3 clusters Score -459887.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -459916.906250 Penalty: 4039.616943
	Iteration 9Q: 3 clusters Score -459916.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -459944.812500 Penalty: 4039.616943
	Iteration 10Q: 3 clusters Score -459944.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -459973.062500 Penalty: 4039.616943
	Iteration 11Q: 3 clusters Score -459973.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -460004.968750 Penalty: 4039.616943
	Iteration 12Q: 3 clusters Score -460005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -460034.406250 Penalty: 4039.616943
	Iteration 13Q: 3 clusters Score -460034.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -460066.531250 Penalty: 4039.616943
	Iteration 14Q: 3 clusters Score -460066.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -460092.718750 Penalty: 4039.616943
	Iteration 15Q: 3 clusters Score -460092.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -460118.031250 Penalty: 4039.616943
	Iteration 16Q: 3 clusters Score -460118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -460144.062500 Penalty: 4039.616943
	Iteration 17Q: 3 clusters Score -460144.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -460177.843750 Penalty: 4039.616943
	Iteration 18Q: 3 clusters Score -460177.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -460204.250000 Penalty: 4039.616943
	Iteration 19Q: 3 clusters Score -460204.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -460224.093750 Penalty: 4039.616943
	Iteration 20F: 3 clusters Score -460224.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -460249.375000 Penalty: 4039.616943
	Iteration 21Q: 3 clusters Score -460249.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -460269.968750 Penalty: 4039.616943
	Iteration 22Q: 3 clusters Score -460270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -460299.531250 Penalty: 4039.616943
	Iteration 23Q: 3 clusters Score -460299.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -460327.781250 Penalty: 4039.616943
	Iteration 24Q: 3 clusters Score -460327.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -460362.125000 Penalty: 4039.616943
	Iteration 25Q: 3 clusters Score -460362.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -460390.093750 Penalty: 4039.616943
	Iteration 26Q: 3 clusters Score -460390.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -460411.531250 Penalty: 4039.616943
	Iteration 27Q: 3 clusters Score -460411.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -460437.000000 Penalty: 4039.616943
	Iteration 28Q: 3 clusters Score -460437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -460453.468750 Penalty: 4039.616943
	Iteration 29Q: 3 clusters Score -460453.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -460467.500000 Penalty: 4039.616943
	Iteration 30Q: 3 clusters Score -460467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -460473.937500 Penalty: 4039.616943
	Iteration 31Q: 3 clusters Score -460473.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -460479.437500 Penalty: 4039.616943
	Iteration 32Q: 3 clusters Score -460479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -460486.125000 Penalty: 4039.616943
	Iteration 33Q: 3 clusters Score -460486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -460492.125000 Penalty: 4039.616943
	Iteration 34Q: 3 clusters Score -460492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -460494.218750 Penalty: 4039.616943
	Iteration 35Q: 3 clusters Score -460494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -460500.781250 Penalty: 4039.616943
	Iteration 36Q: 3 clusters Score -460500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -460509.875000 Penalty: 4039.616943
	Iteration 37Q: 3 clusters Score -460509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -460519.062500 Penalty: 4039.616943
	Iteration 38Q: 3 clusters Score -460519.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -460530.375000 Penalty: 4039.616943
	Iteration 39Q: 3 clusters Score -460530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -460537.781250 Penalty: 4039.616943
	Iteration 40F: 3 clusters Score -460537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -460544.750000 Penalty: 4039.616943
	Iteration 41Q: 3 clusters Score -460544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -460551.250000 Penalty: 4039.616943
	Iteration 42Q: 3 clusters Score -460551.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -460554.437500 Penalty: 4039.616943
	Iteration 43Q: 3 clusters Score -460554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -460558.312500 Penalty: 4039.616943
	Iteration 44Q: 3 clusters Score -460558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -460561.468750 Penalty: 4039.616943
	Iteration 45Q: 3 clusters Score -460561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -460562.281250 Penalty: 4039.616943
	Iteration 46Q: 3 clusters Score -460562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -460562.281250 Penalty: 4039.616943
	Iteration 47F: 3 clusters Score -460562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -367740.437500 Penalty: 1967.403809
	Iteration 0F: 2 clusters Score -367740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -364611.843750 Penalty: 3934.807617
	Iteration 0F: 3 clusters Score -364611.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365187.125000 Penalty: 3934.807617
	Iteration 1F: 3 clusters Score -365187.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -365324.843750 Penalty: 3934.807617
	Iteration 2F: 3 clusters Score -365324.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -365398.375000 Penalty: 3934.807617
	Iteration 3Q: 3 clusters Score -365398.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -365445.531250 Penalty: 3934.807617
	Iteration 4Q: 3 clusters Score -365445.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -365477.312500 Penalty: 3934.807617
	Iteration 5Q: 3 clusters Score -365477.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -365499.750000 Penalty: 3934.807617
	Iteration 6Q: 3 clusters Score -365499.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -365519.000000 Penalty: 3934.807617
	Iteration 7Q: 3 clusters Score -365519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -365535.843750 Penalty: 3934.807617
	Iteration 8Q: 3 clusters Score -365535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -365547.062500 Penalty: 3934.807617
	Iteration 9Q: 3 clusters Score -365547.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -365563.781250 Penalty: 3934.807617
	Iteration 10Q: 3 clusters Score -365563.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -365571.875000 Penalty: 3934.807617
	Iteration 11Q: 3 clusters Score -365571.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -365579.781250 Penalty: 3934.807617
	Iteration 12Q: 3 clusters Score -365579.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365585.250000 Penalty: 3934.807617
	Iteration 13Q: 3 clusters Score -365585.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -365592.375000 Penalty: 3934.807617
	Iteration 14Q: 3 clusters Score -365592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -365598.843750 Penalty: 3934.807617
	Iteration 15Q: 3 clusters Score -365598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365602.562500 Penalty: 3934.807617
	Iteration 16Q: 3 clusters Score -365602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365607.156250 Penalty: 3934.807617
	Iteration 17Q: 3 clusters Score -365607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -365611.218750 Penalty: 3934.807617
	Iteration 18Q: 3 clusters Score -365611.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -365617.062500 Penalty: 3934.807617
	Iteration 19Q: 3 clusters Score -365617.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365623.031250 Penalty: 3934.807617
	Iteration 20F: 3 clusters Score -365623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -365627.062500 Penalty: 3934.807617
	Iteration 21Q: 3 clusters Score -365627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365630.281250 Penalty: 3934.807617
	Iteration 22Q: 3 clusters Score -365630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365634.281250 Penalty: 3934.807617
	Iteration 23Q: 3 clusters Score -365634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365635.000000 Penalty: 3934.807617
	Iteration 24Q: 3 clusters Score -365635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -365635.812500 Penalty: 3934.807617
	Iteration 25Q: 3 clusters Score -365635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365636.718750 Penalty: 3934.807617
	Iteration 26Q: 3 clusters Score -365636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365638.937500 Penalty: 3934.807617
	Iteration 27Q: 3 clusters Score -365638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365641.250000 Penalty: 3934.807617
	Iteration 28Q: 3 clusters Score -365641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365644.812500 Penalty: 3934.807617
	Iteration 29Q: 3 clusters Score -365644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365645.875000 Penalty: 3934.807617
	Iteration 30Q: 3 clusters Score -365645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365646.750000 Penalty: 3934.807617
	Iteration 31Q: 3 clusters Score -365646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365647.437500 Penalty: 3934.807617
	Iteration 32Q: 3 clusters Score -365647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365649.468750 Penalty: 3934.807617
	Iteration 33Q: 3 clusters Score -365649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365649.781250 Penalty: 3934.807617
	Iteration 34Q: 3 clusters Score -365649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365650.312500 Penalty: 3934.807617
	Iteration 35Q: 3 clusters Score -365650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365651.812500 Penalty: 3934.807617
	Iteration 36Q: 3 clusters Score -365651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -365652.906250 Penalty: 3934.807617
	Iteration 37Q: 3 clusters Score -365652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -365653.781250 Penalty: 3934.807617
	Iteration 38Q: 3 clusters Score -365653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -365654.000000 Penalty: 3934.807617
	Iteration 39Q: 3 clusters Score -365654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -365654.593750 Penalty: 3934.807617
	Iteration 40F: 3 clusters Score -365654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -365655.468750 Penalty: 3934.807617
	Iteration 41Q: 3 clusters Score -365655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -365655.656250 Penalty: 3934.807617
	Iteration 42Q: 3 clusters Score -365655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -365656.093750 Penalty: 3934.807617
	Iteration 43Q: 3 clusters Score -365656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -365656.781250 Penalty: 3934.807617
	Iteration 44Q: 3 clusters Score -365656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -365656.781250 Penalty: 3934.807617
	Iteration 45F: 3 clusters Score -365656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Entering Unmasked Estep 
Score: -6557535.500000 Penalty: 2682.500244
	Iteration 0F: 2 clusters Score -6557536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6524003.500000 Penalty: 5365.000488
	Iteration 0F: 3 clusters Score -6524004 nChanged 23016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6536775.500000 Penalty: 5365.000488
	Iteration 1F: 3 clusters Score -6536776 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -6537384.000000 Penalty: 5365.000488
	Iteration 2Q: 3 clusters Score -6537384 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -6538016.000000 Penalty: 5365.000488
	Iteration 3Q: 3 clusters Score -6538016 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6538773.500000 Penalty: 5365.000488
	Iteration 4Q: 3 clusters Score -6538774 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6539761.500000 Penalty: 5365.000488
	Iteration 5Q: 3 clusters Score -6539762 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -6541066.000000 Penalty: 5365.000488
	Iteration 6F: 3 clusters Score -6541066 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6542816.000000 Penalty: 5365.000488
	Iteration 7F: 3 clusters Score -6542816 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -6544796.500000 Penalty: 5365.000488
	Iteration 8F: 3 clusters Score -6544796 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -6546824.500000 Penalty: 5365.000488
	Iteration 9F: 3 clusters Score -6546824 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -6548770.000000 Penalty: 5365.000488
	Iteration 10F: 3 clusters Score -6548770 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6550396.000000 Penalty: 5365.000488
	Iteration 11Q: 3 clusters Score -6550396 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -6551999.000000 Penalty: 5365.000488
	Iteration 12Q: 3 clusters Score -6551999 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6553507.500000 Penalty: 5365.000488
	Iteration 13Q: 3 clusters Score -6553508 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6554239.000000 Penalty: 5365.000488
	Iteration 14Q: 3 clusters Score -6554239 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6554585.000000 Penalty: 5365.000488
	Iteration 15Q: 3 clusters Score -6554585 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6554804.500000 Penalty: 5365.000488
	Iteration 16Q: 3 clusters Score -6554804 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6554912.500000 Penalty: 5365.000488
	Iteration 17Q: 3 clusters Score -6554912 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6554973.500000 Penalty: 5365.000488
	Iteration 18Q: 3 clusters Score -6554974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6554998.500000 Penalty: 5365.000488
	Iteration 19Q: 3 clusters Score -6554998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6555051.000000 Penalty: 5365.000488
	Iteration 20F: 3 clusters Score -6555051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6555069.500000 Penalty: 5365.000488
	Iteration 21Q: 3 clusters Score -6555070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6555094.500000 Penalty: 5365.000488
	Iteration 22Q: 3 clusters Score -6555094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6555086.500000 Penalty: 5365.000488
	Iteration 23Q: 3 clusters Score -6555086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6555102.000000 Penalty: 5365.000488
	Iteration 24Q: 3 clusters Score -6555102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6555130.000000 Penalty: 5365.000488
	Iteration 25Q: 3 clusters Score -6555130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6555145.000000 Penalty: 5365.000488
	Iteration 26Q: 3 clusters Score -6555145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6555160.000000 Penalty: 5365.000488
	Iteration 27Q: 3 clusters Score -6555160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6555158.500000 Penalty: 5365.000488
	Iteration 28Q: 3 clusters Score -6555158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6555168.500000 Penalty: 5365.000488
	Iteration 29Q: 3 clusters Score -6555168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6555151.000000 Penalty: 5365.000488
	Iteration 30Q: 3 clusters Score -6555151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6555161.000000 Penalty: 5365.000488
	Iteration 31Q: 3 clusters Score -6555161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6555158.500000 Penalty: 5365.000488
	Iteration 32Q: 3 clusters Score -6555158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6555164.500000 Penalty: 5365.000488
	Iteration 33Q: 3 clusters Score -6555164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6555167.000000 Penalty: 5365.000488
	Iteration 34Q: 3 clusters Score -6555167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6555166.500000 Penalty: 5365.000488
	Iteration 35Q: 3 clusters Score -6555166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6555171.500000 Penalty: 5365.000488
	Iteration 36Q: 3 clusters Score -6555172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6555177.500000 Penalty: 5365.000488
	Iteration 37Q: 3 clusters Score -6555178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6555176.000000 Penalty: 5365.000488
	Iteration 38Q: 3 clusters Score -6555176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6555178.500000 Penalty: 5365.000488
	Iteration 39Q: 3 clusters Score -6555178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6555176.000000 Penalty: 5365.000488
	Iteration 40F: 3 clusters Score -6555176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6555173.500000 Penalty: 5365.000488
	Iteration 41Q: 3 clusters Score -6555174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6555173.500000 Penalty: 5365.000488
	Iteration 42F: 3 clusters Score -6555174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -297095.437500 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -297095.4 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 1101 members 
Entering Unmasked Estep 
Score: -294334.156250 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -294334.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -294799.312500 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -294799.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -294924.125000 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -294924.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -295012.187500 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -295012.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -295071.500000 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -295071.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -295095.906250 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -295095.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -295114.218750 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -295114.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -295128.937500 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -295128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -295138.687500 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -295138.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295148.093750 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -295148.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -295155.187500 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -295155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -295161.968750 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -295162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295167.281250 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -295167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295176.875000 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -295176.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -295187.156250 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -295187.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -295196.000000 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -295196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -295200.687500 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -295200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -295202.687500 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -295202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -295205.406250 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -295205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -295208.093750 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -295208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -295210.843750 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -295210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295213.687500 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -295213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -295217.750000 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -295217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -295224.468750 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -295224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -295227.906250 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -295227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -295230.187500 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -295230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -295233.468750 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -295233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -295237.500000 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -295237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295240.406250 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -295240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -295242.718750 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -295242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -295244.937500 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -295244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -295245.406250 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -295245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -295245.687500 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -295245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -295245.906250 Penalty: 3818.672363
	Iteration 33Q: 3 clusters Score -295245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -295245.906250 Penalty: 3818.672363
	Iteration 34F: 3 clusters Score -295245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Entering Unmasked Estep 
Score: -3025740.000000 Penalty: 2484.712158
	Iteration 0F: 2 clusters Score -3025740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3010121.750000 Penalty: 4969.424316
	Iteration 0F: 3 clusters Score -3010122 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3015583.000000 Penalty: 4969.424316
	Iteration 1F: 3 clusters Score -3015583 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3016142.250000 Penalty: 4969.424316
	Iteration 2F: 3 clusters Score -3016142 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3016774.250000 Penalty: 4969.424316
	Iteration 3F: 3 clusters Score -3016774 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3017495.000000 Penalty: 4969.424316
	Iteration 4F: 3 clusters Score -3017495 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3018404.000000 Penalty: 4969.424316
	Iteration 5F: 3 clusters Score -3018404 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3019484.250000 Penalty: 4969.424316
	Iteration 6F: 3 clusters Score -3019484 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3020527.250000 Penalty: 4969.424316
	Iteration 7F: 3 clusters Score -3020527 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3021455.250000 Penalty: 4969.424316
	Iteration 8Q: 3 clusters Score -3021455 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3022229.250000 Penalty: 4969.424316
	Iteration 9Q: 3 clusters Score -3022229 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3022756.000000 Penalty: 4969.424316
	Iteration 10Q: 3 clusters Score -3022756 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3023096.500000 Penalty: 4969.424316
	Iteration 11Q: 3 clusters Score -3023096 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3023309.000000 Penalty: 4969.424316
	Iteration 12Q: 3 clusters Score -3023309 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3023464.750000 Penalty: 4969.424316
	Iteration 13Q: 3 clusters Score -3023465 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3023575.000000 Penalty: 4969.424316
	Iteration 14Q: 3 clusters Score -3023575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3023648.000000 Penalty: 4969.424316
	Iteration 15Q: 3 clusters Score -3023648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3023709.500000 Penalty: 4969.424316
	Iteration 16Q: 3 clusters Score -3023710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3023756.250000 Penalty: 4969.424316
	Iteration 17Q: 3 clusters Score -3023756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3023808.250000 Penalty: 4969.424316
	Iteration 18Q: 3 clusters Score -3023808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3023842.250000 Penalty: 4969.424316
	Iteration 19Q: 3 clusters Score -3023842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3023864.500000 Penalty: 4969.424316
	Iteration 20F: 3 clusters Score -3023864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3023867.500000 Penalty: 4969.424316
	Iteration 21Q: 3 clusters Score -3023868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3023886.000000 Penalty: 4969.424316
	Iteration 22Q: 3 clusters Score -3023886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3023888.500000 Penalty: 4969.424316
	Iteration 23Q: 3 clusters Score -3023888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3023892.500000 Penalty: 4969.424316
	Iteration 24Q: 3 clusters Score -3023892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3023899.750000 Penalty: 4969.424316
	Iteration 25Q: 3 clusters Score -3023900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3023897.250000 Penalty: 4969.424316
	Iteration 26Q: 3 clusters Score -3023897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3023896.000000 Penalty: 4969.424316
	Iteration 27Q: 3 clusters Score -3023896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3023897.750000 Penalty: 4969.424316
	Iteration 28Q: 3 clusters Score -3023898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3023901.250000 Penalty: 4969.424316
	Iteration 29Q: 3 clusters Score -3023901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3023901.250000 Penalty: 4969.424316
	Iteration 30Q: 3 clusters Score -3023901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3023902.500000 Penalty: 4969.424316
	Iteration 31Q: 3 clusters Score -3023902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3023902.500000 Penalty: 4969.424316
	Iteration 32F: 3 clusters Score -3023902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -83477.125000 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -83477.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82024.218750 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -82024.22 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82584.226562 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -82584.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82753.976562 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -82753.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82887.062500 Penalty: 3258.462646
	Iteration 3F: 3 clusters Score -82887.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82956.765625 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -82956.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83027.734375 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -83027.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83111.992188 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -83111.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83148.515625 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -83148.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83163.375000 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -83163.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83187.406250 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -83187.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83204.328125 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -83204.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83234.742188 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -83234.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -83248.773438 Penalty: 3258.462646
	Iteration 12Q: 3 clusters Score -83248.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83258.398438 Penalty: 3258.462646
	Iteration 13Q: 3 clusters Score -83258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83271.351562 Penalty: 3258.462646
	Iteration 14Q: 3 clusters Score -83271.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83293.921875 Penalty: 3258.462646
	Iteration 15Q: 3 clusters Score -83293.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83300.046875 Penalty: 3258.462646
	Iteration 16Q: 3 clusters Score -83300.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83300.046875 Penalty: 3258.462646
	Iteration 17F: 3 clusters Score -83300.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Entering Unmasked Estep 
Score: -3895768.500000 Penalty: 2543.899414
	Iteration 0F: 2 clusters Score -3895768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3876193.750000 Penalty: 5087.798828
	Iteration 0F: 3 clusters Score -3876194 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3883261.500000 Penalty: 5087.798828
	Iteration 1F: 3 clusters Score -3883262 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3883826.250000 Penalty: 5087.798828
	Iteration 2F: 3 clusters Score -3883826 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3884550.500000 Penalty: 5087.798828
	Iteration 3F: 3 clusters Score -3884550 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3885381.750000 Penalty: 5087.798828
	Iteration 4F: 3 clusters Score -3885382 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3886462.000000 Penalty: 5087.798828
	Iteration 5F: 3 clusters Score -3886462 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3887742.750000 Penalty: 5087.798828
	Iteration 6F: 3 clusters Score -3887743 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3889146.500000 Penalty: 5087.798828
	Iteration 7F: 3 clusters Score -3889146 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3890577.500000 Penalty: 5087.798828
	Iteration 8F: 3 clusters Score -3890578 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3891761.500000 Penalty: 5087.798828
	Iteration 9Q: 3 clusters Score -3891762 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3892590.750000 Penalty: 5087.798828
	Iteration 10Q: 3 clusters Score -3892591 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3893094.250000 Penalty: 5087.798828
	Iteration 11Q: 3 clusters Score -3893094 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3893372.000000 Penalty: 5087.798828
	Iteration 12Q: 3 clusters Score -3893372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3893530.750000 Penalty: 5087.798828
	Iteration 13Q: 3 clusters Score -3893531 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3893613.000000 Penalty: 5087.798828
	Iteration 14Q: 3 clusters Score -3893613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3893653.750000 Penalty: 5087.798828
	Iteration 15Q: 3 clusters Score -3893654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3893691.000000 Penalty: 5087.798828
	Iteration 16Q: 3 clusters Score -3893691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3893714.750000 Penalty: 5087.798828
	Iteration 17Q: 3 clusters Score -3893715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3893730.000000 Penalty: 5087.798828
	Iteration 18Q: 3 clusters Score -3893730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3893734.000000 Penalty: 5087.798828
	Iteration 19Q: 3 clusters Score -3893734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3893757.000000 Penalty: 5087.798828
	Iteration 20F: 3 clusters Score -3893757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3893757.000000 Penalty: 5087.798828
	Iteration 21Q: 3 clusters Score -3893757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3893764.500000 Penalty: 5087.798828
	Iteration 22Q: 3 clusters Score -3893764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3893771.500000 Penalty: 5087.798828
	Iteration 23Q: 3 clusters Score -3893772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3893775.250000 Penalty: 5087.798828
	Iteration 24Q: 3 clusters Score -3893775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3893781.000000 Penalty: 5087.798828
	Iteration 25Q: 3 clusters Score -3893781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3893787.750000 Penalty: 5087.798828
	Iteration 26Q: 3 clusters Score -3893788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3893789.500000 Penalty: 5087.798828
	Iteration 27Q: 3 clusters Score -3893790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3893789.000000 Penalty: 5087.798828
	Iteration 28Q: 3 clusters Score -3893789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3893794.000000 Penalty: 5087.798828
	Iteration 29Q: 3 clusters Score -3893794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3893793.500000 Penalty: 5087.798828
	Iteration 30Q: 3 clusters Score -3893794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3893793.500000 Penalty: 5087.798828
	Iteration 31F: 3 clusters Score -3893794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Entering Unmasked Estep 
Score: -12976218.000000 Penalty: 2847.201172
	Iteration 0F: 2 clusters Score -1.297622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -12911583.000000 Penalty: 5694.402344
	Iteration 0F: 3 clusters Score -1.291158e+07 nChanged 45759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -12937503.000000 Penalty: 5694.402344
	Iteration 1F: 3 clusters Score -1.29375e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -12938518.000000 Penalty: 5694.402344
	Iteration 2Q: 3 clusters Score -1.293852e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -12940039.000000 Penalty: 5694.402344
	Iteration 3Q: 3 clusters Score -1.294004e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -12942282.000000 Penalty: 5694.402344
	Iteration 4Q: 3 clusters Score -1.294228e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -12945485.000000 Penalty: 5694.402344
	Iteration 5F: 3 clusters Score -1.294548e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -12950548.000000 Penalty: 5694.402344
	Iteration 6F: 3 clusters Score -1.295055e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -12957400.000000 Penalty: 5694.402344
	Iteration 7F: 3 clusters Score -1.29574e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -12964395.000000 Penalty: 5694.402344
	Iteration 8F: 3 clusters Score -1.29644e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -12969024.000000 Penalty: 5694.402344
	Iteration 9F: 3 clusters Score -1.296902e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -12971349.000000 Penalty: 5694.402344
	Iteration 10Q: 3 clusters Score -1.297135e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -12972579.000000 Penalty: 5694.402344
	Iteration 11Q: 3 clusters Score -1.297258e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -12973197.000000 Penalty: 5694.402344
	Iteration 12Q: 3 clusters Score -1.29732e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -12973632.000000 Penalty: 5694.402344
	Iteration 13Q: 3 clusters Score -1.297363e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -12973876.000000 Penalty: 5694.402344
	Iteration 14Q: 3 clusters Score -1.297388e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -12974049.000000 Penalty: 5694.402344
	Iteration 15Q: 3 clusters Score -1.297405e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -12974154.000000 Penalty: 5694.402344
	Iteration 16Q: 3 clusters Score -1.297415e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -12974311.000000 Penalty: 5694.402344
	Iteration 17Q: 3 clusters Score -1.297431e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -12974395.000000 Penalty: 5694.402344
	Iteration 18Q: 3 clusters Score -1.29744e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -12974433.000000 Penalty: 5694.402344
	Iteration 19Q: 3 clusters Score -1.297443e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -12974452.000000 Penalty: 5694.402344
	Iteration 20F: 3 clusters Score -1.297445e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -12974477.000000 Penalty: 5694.402344
	Iteration 21Q: 3 clusters Score -1.297448e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -12974480.000000 Penalty: 5694.402344
	Iteration 22Q: 3 clusters Score -1.297448e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -12974529.000000 Penalty: 5694.402344
	Iteration 23Q: 3 clusters Score -1.297453e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -12974597.000000 Penalty: 5694.402344
	Iteration 24Q: 3 clusters Score -1.29746e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -12974648.000000 Penalty: 5694.402344
	Iteration 25Q: 3 clusters Score -1.297465e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -12974705.000000 Penalty: 5694.402344
	Iteration 26Q: 3 clusters Score -1.29747e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -12974719.000000 Penalty: 5694.402344
	Iteration 27Q: 3 clusters Score -1.297472e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -12974718.000000 Penalty: 5694.402344
	Iteration 28Q: 3 clusters Score -1.297472e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -12974768.000000 Penalty: 5694.402344
	Iteration 29Q: 3 clusters Score -1.297477e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -12974828.000000 Penalty: 5694.402344
	Iteration 30Q: 3 clusters Score -1.297483e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -12974908.000000 Penalty: 5694.402344
	Iteration 31Q: 3 clusters Score -1.297491e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -12974911.000000 Penalty: 5694.402344
	Iteration 32Q: 3 clusters Score -1.297491e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -12974971.000000 Penalty: 5694.402344
	Iteration 33Q: 3 clusters Score -1.297497e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -12974999.000000 Penalty: 5694.402344
	Iteration 34Q: 3 clusters Score -1.2975e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -12975042.000000 Penalty: 5694.402344
	Iteration 35Q: 3 clusters Score -1.297504e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -12975040.000000 Penalty: 5694.402344
	Iteration 36Q: 3 clusters Score -1.297504e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -12975053.000000 Penalty: 5694.402344
	Iteration 37Q: 3 clusters Score -1.297505e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -12975027.000000 Penalty: 5694.402344
	Iteration 38Q: 3 clusters Score -1.297503e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -12975045.000000 Penalty: 5694.402344
	Iteration 39Q: 3 clusters Score -1.297504e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -12975058.000000 Penalty: 5694.402344
	Iteration 40F: 3 clusters Score -1.297506e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -12975043.000000 Penalty: 5694.402344
	Iteration 41Q: 3 clusters Score -1.297504e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -12975018.000000 Penalty: 5694.402344
	Iteration 42Q: 3 clusters Score -1.297502e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -12975009.000000 Penalty: 5694.402344
	Iteration 43Q: 3 clusters Score -1.297501e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -12974969.000000 Penalty: 5694.402344
	Iteration 44Q: 3 clusters Score -1.297497e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -12974998.000000 Penalty: 5694.402344
	Iteration 45Q: 3 clusters Score -1.2975e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -12975007.000000 Penalty: 5694.402344
	Iteration 46Q: 3 clusters Score -1.297501e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -12975015.000000 Penalty: 5694.402344
	Iteration 47Q: 3 clusters Score -1.297502e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -12975035.000000 Penalty: 5694.402344
	Iteration 48Q: 3 clusters Score -1.297504e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -12975052.000000 Penalty: 5694.402344
	Iteration 49Q: 3 clusters Score -1.297505e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -12975068.000000 Penalty: 5694.402344
	Iteration 50Q: 3 clusters Score -1.297507e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -12975059.000000 Penalty: 5694.402344
	Iteration 51Q: 3 clusters Score -1.297506e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -12975064.000000 Penalty: 5694.402344
	Iteration 52Q: 3 clusters Score -1.297506e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -12975060.000000 Penalty: 5694.402344
	Iteration 53Q: 3 clusters Score -1.297506e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -12975076.000000 Penalty: 5694.402344
	Iteration 54Q: 3 clusters Score -1.297508e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -12975063.000000 Penalty: 5694.402344
	Iteration 55Q: 3 clusters Score -1.297506e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -12975058.000000 Penalty: 5694.402344
	Iteration 56Q: 3 clusters Score -1.297506e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -12975076.000000 Penalty: 5694.402344
	Iteration 57Q: 3 clusters Score -1.297508e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -12975073.000000 Penalty: 5694.402344
	Iteration 58Q: 3 clusters Score -1.297507e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -12975086.000000 Penalty: 5694.402344
	Iteration 59Q: 3 clusters Score -1.297509e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -12975096.000000 Penalty: 5694.402344
	Iteration 60F: 3 clusters Score -1.29751e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -12975105.000000 Penalty: 5694.402344
	Iteration 61Q: 3 clusters Score -1.29751e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -12975110.000000 Penalty: 5694.402344
	Iteration 62Q: 3 clusters Score -1.297511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -12975126.000000 Penalty: 5694.402344
	Iteration 63Q: 3 clusters Score -1.297513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -12975097.000000 Penalty: 5694.402344
	Iteration 64Q: 3 clusters Score -1.29751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -12975078.000000 Penalty: 5694.402344
	Iteration 65Q: 3 clusters Score -1.297508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -12975081.000000 Penalty: 5694.402344
	Iteration 66Q: 3 clusters Score -1.297508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -12975083.000000 Penalty: 5694.402344
	Iteration 67Q: 3 clusters Score -1.297508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -12975077.000000 Penalty: 5694.402344
	Iteration 68Q: 3 clusters Score -1.297508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -12975091.000000 Penalty: 5694.402344
	Iteration 69Q: 3 clusters Score -1.297509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -12975079.000000 Penalty: 5694.402344
	Iteration 70Q: 3 clusters Score -1.297508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -12975078.000000 Penalty: 5694.402344
	Iteration 71Q: 3 clusters Score -1.297508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -12975081.000000 Penalty: 5694.402344
	Iteration 72Q: 3 clusters Score -1.297508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -12975093.000000 Penalty: 5694.402344
	Iteration 73Q: 3 clusters Score -1.297509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -12975084.000000 Penalty: 5694.402344
	Iteration 74Q: 3 clusters Score -1.297508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -12975088.000000 Penalty: 5694.402344
	Iteration 75Q: 3 clusters Score -1.297509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -12975087.000000 Penalty: 5694.402344
	Iteration 76Q: 3 clusters Score -1.297509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12975089.000000 Penalty: 5694.402344
	Iteration 77Q: 3 clusters Score -1.297509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12975089.000000 Penalty: 5694.402344
	Iteration 78F: 3 clusters Score -1.297509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Entering Unmasked Estep 
Score: -14771061.000000 Penalty: 2877.773926
	Iteration 0F: 2 clusters Score -1.477106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -14697914.000000 Penalty: 5755.547852
	Iteration 0F: 3 clusters Score -1.469791e+07 nChanged 51614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -14727250.000000 Penalty: 5755.547852
	Iteration 1F: 3 clusters Score -1.472725e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -14728080.000000 Penalty: 5755.547852
	Iteration 2Q: 3 clusters Score -1.472808e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -14728736.000000 Penalty: 5755.547852
	Iteration 3Q: 3 clusters Score -1.472874e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -14729849.000000 Penalty: 5755.547852
	Iteration 4Q: 3 clusters Score -1.472985e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -14731691.000000 Penalty: 5755.547852
	Iteration 5Q: 3 clusters Score -1.473169e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -14734697.000000 Penalty: 5755.547852
	Iteration 6F: 3 clusters Score -1.47347e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -14739827.000000 Penalty: 5755.547852
	Iteration 7F: 3 clusters Score -1.473983e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -14746999.000000 Penalty: 5755.547852
	Iteration 8F: 3 clusters Score -1.4747e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -14754902.000000 Penalty: 5755.547852
	Iteration 9F: 3 clusters Score -1.47549e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -14762618.000000 Penalty: 5755.547852
	Iteration 10F: 3 clusters Score -1.476262e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 107142 members 
Entering Unmasked Estep 
Score: -14766362.000000 Penalty: 5755.547852
	Iteration 11Q: 3 clusters Score -1.476636e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -14767703.000000 Penalty: 5755.547852
	Iteration 12Q: 3 clusters Score -1.47677e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -14768122.000000 Penalty: 5755.547852
	Iteration 13Q: 3 clusters Score -1.476812e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -14768272.000000 Penalty: 5755.547852
	Iteration 14Q: 3 clusters Score -1.476827e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -14768345.000000 Penalty: 5755.547852
	Iteration 15Q: 3 clusters Score -1.476834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -14768393.000000 Penalty: 5755.547852
	Iteration 16Q: 3 clusters Score -1.476839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -14768409.000000 Penalty: 5755.547852
	Iteration 17Q: 3 clusters Score -1.476841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 109258 members 
Entering Unmasked Estep 
Score: -14768433.000000 Penalty: 5755.547852
	Iteration 18Q: 3 clusters Score -1.476843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -14768444.000000 Penalty: 5755.547852
	Iteration 19Q: 3 clusters Score -1.476844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -14768454.000000 Penalty: 5755.547852
	Iteration 20F: 3 clusters Score -1.476845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -14768475.000000 Penalty: 5755.547852
	Iteration 21Q: 3 clusters Score -1.476848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -14768487.000000 Penalty: 5755.547852
	Iteration 22Q: 3 clusters Score -1.476849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -14768490.000000 Penalty: 5755.547852
	Iteration 23Q: 3 clusters Score -1.476849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -14768490.000000 Penalty: 5755.547852
	Iteration 24F: 3 clusters Score -1.476849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -405616.187500 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -405616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -402291.875000 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -402291.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -403010.125000 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -403010.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -403242.531250 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -403242.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -403439.218750 Penalty: 3981.790039
	Iteration 3F: 3 clusters Score -403439.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -403624.843750 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -403624.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -403847.187500 Penalty: 3981.790039
	Iteration 5F: 3 clusters Score -403847.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -404098.125000 Penalty: 3981.790039
	Iteration 6F: 3 clusters Score -404098.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -404449.312500 Penalty: 3981.790039
	Iteration 7F: 3 clusters Score -404449.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -404802.906250 Penalty: 3981.790039
	Iteration 8F: 3 clusters Score -404802.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -405084.468750 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -405084.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -405265.000000 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -405265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -405340.218750 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -405340.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -405368.906250 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -405368.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -405385.281250 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -405385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -405394.593750 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -405394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -405399.531250 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -405399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -405402.125000 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -405402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -405403.781250 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -405403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -405405.000000 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -405405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -405405.562500 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -405405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -405406.000000 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -405406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 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 295 members 
Entering Unmasked Estep 
Score: -66991.562500 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66991.56 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67253.968750 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67253.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67373.156250 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67373.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67447.070312 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67447.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67507.523438 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67507.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67528.281250 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67528.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67545.515625 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67545.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67579.421875 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67579.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67605.031250 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67605.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67644.687500 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -67644.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67670.546875 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -67670.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67684.250000 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -67684.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67711.171875 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -67711.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67725.914062 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -67725.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67748.226562 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -67748.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67764.687500 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -67764.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67780.789062 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -67780.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67802.515625 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -67802.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67867.843750 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -67867.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67994.367188 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -67994.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68025.953125 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -68025.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68077.515625 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -68077.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68225.710938 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -68225.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68270.789062 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -68270.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68282.179688 Penalty: 3174.527832
	Iteration 24Q: 3 clusters Score -68282.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68288.054688 Penalty: 3174.527832
	Iteration 25Q: 3 clusters Score -68288.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68297.546875 Penalty: 3174.527832
	Iteration 26Q: 3 clusters Score -68297.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68308.453125 Penalty: 3174.527832
	Iteration 27Q: 3 clusters Score -68308.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68328.960938 Penalty: 3174.527832
	Iteration 28Q: 3 clusters Score -68328.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68345.218750 Penalty: 3174.527832
	Iteration 29Q: 3 clusters Score -68345.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68348.593750 Penalty: 3174.527832
	Iteration 30Q: 3 clusters Score -68348.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68353.281250 Penalty: 3174.527832
	Iteration 31Q: 3 clusters Score -68353.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68355.156250 Penalty: 3174.527832
	Iteration 32Q: 3 clusters Score -68355.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68361.617188 Penalty: 3174.527832
	Iteration 33Q: 3 clusters Score -68361.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68367.460938 Penalty: 3174.527832
	Iteration 34Q: 3 clusters Score -68367.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68367.460938 Penalty: 3174.527832
	Iteration 35F: 3 clusters Score -68367.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -871396.562500 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -871396.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -865942.187500 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -865942.2 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -867320.625000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -867320.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -867615.937500 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -867615.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -867863.187500 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -867863.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -868146.250000 Penalty: 4351.521973
	Iteration 4F: 3 clusters Score -868146.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -868421.750000 Penalty: 4351.521973
	Iteration 5F: 3 clusters Score -868421.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -868657.312500 Penalty: 4351.521973
	Iteration 6F: 3 clusters Score -868657.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -868884.187500 Penalty: 4351.521973
	Iteration 7F: 3 clusters Score -868884.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -869073.875000 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -869073.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -869254.437500 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -869254.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -869381.000000 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -869381 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -869500.562500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -869500.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -869615.687500 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -869615.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -869703.062500 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -869703.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -869773.625000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -869773.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -869831.062500 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -869831.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -869887.562500 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -869887.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -869942.625000 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -869942.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -869993.125000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -869993.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -870044.187500 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -870044.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -870089.187500 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -870089.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -870130.562500 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -870130.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -870162.375000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -870162.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -870180.812500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -870180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -870193.562500 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -870193.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -870204.125000 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -870204.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -870216.000000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -870216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -870223.375000 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -870223.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -870231.000000 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -870231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -870235.000000 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -870235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -870236.875000 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -870236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -870238.062500 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -870238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -870238.062500 Penalty: 4351.521973
	Iteration 32F: 3 clusters Score -870238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Entering Unmasked Estep 
Score: -12825403.000000 Penalty: 2842.889160
	Iteration 0F: 2 clusters Score -1.28254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -12762201.000000 Penalty: 5685.778320
	Iteration 0F: 3 clusters Score -1.27622e+07 nChanged 45011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -12787999.000000 Penalty: 5685.778320
	Iteration 1F: 3 clusters Score -1.2788e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -12789565.000000 Penalty: 5685.778320
	Iteration 2Q: 3 clusters Score -1.278956e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -12792123.000000 Penalty: 5685.778320
	Iteration 3F: 3 clusters Score -1.279212e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -12796873.000000 Penalty: 5685.778320
	Iteration 4F: 3 clusters Score -1.279687e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -12803448.000000 Penalty: 5685.778320
	Iteration 5F: 3 clusters Score -1.280345e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -12811107.000000 Penalty: 5685.778320
	Iteration 6F: 3 clusters Score -1.281111e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -12817209.000000 Penalty: 5685.778320
	Iteration 7F: 3 clusters Score -1.281721e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -12819403.000000 Penalty: 5685.778320
	Iteration 8Q: 3 clusters Score -1.28194e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -12819711.000000 Penalty: 5685.778320
	Iteration 9Q: 3 clusters Score -1.281971e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -12819915.000000 Penalty: 5685.778320
	Iteration 10Q: 3 clusters Score -1.281992e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -12819983.000000 Penalty: 5685.778320
	Iteration 11Q: 3 clusters Score -1.281998e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -12820079.000000 Penalty: 5685.778320
	Iteration 12Q: 3 clusters Score -1.282008e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -12820082.000000 Penalty: 5685.778320
	Iteration 13Q: 3 clusters Score -1.282008e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -12820093.000000 Penalty: 5685.778320
	Iteration 14Q: 3 clusters Score -1.282009e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -12820086.000000 Penalty: 5685.778320
	Iteration 15Q: 3 clusters Score -1.282009e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -12820053.000000 Penalty: 5685.778320
	Iteration 16Q: 3 clusters Score -1.282005e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -12820047.000000 Penalty: 5685.778320
	Iteration 17Q: 3 clusters Score -1.282005e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -12820029.000000 Penalty: 5685.778320
	Iteration 18Q: 3 clusters Score -1.282003e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -12820090.000000 Penalty: 5685.778320
	Iteration 19Q: 3 clusters Score -1.282009e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -12820261.000000 Penalty: 5685.778320
	Iteration 20F: 3 clusters Score -1.282026e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -12820323.000000 Penalty: 5685.778320
	Iteration 21Q: 3 clusters Score -1.282032e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -12820496.000000 Penalty: 5685.778320
	Iteration 22Q: 3 clusters Score -1.28205e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -12820512.000000 Penalty: 5685.778320
	Iteration 23Q: 3 clusters Score -1.282051e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -12820602.000000 Penalty: 5685.778320
	Iteration 24Q: 3 clusters Score -1.28206e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -12820592.000000 Penalty: 5685.778320
	Iteration 25Q: 3 clusters Score -1.282059e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -12820621.000000 Penalty: 5685.778320
	Iteration 26Q: 3 clusters Score -1.282062e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -12820676.000000 Penalty: 5685.778320
	Iteration 27Q: 3 clusters Score -1.282068e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -12820706.000000 Penalty: 5685.778320
	Iteration 28Q: 3 clusters Score -1.282071e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -12820740.000000 Penalty: 5685.778320
	Iteration 29Q: 3 clusters Score -1.282074e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -12820739.000000 Penalty: 5685.778320
	Iteration 30Q: 3 clusters Score -1.282074e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -12820734.000000 Penalty: 5685.778320
	Iteration 31Q: 3 clusters Score -1.282073e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -12820718.000000 Penalty: 5685.778320
	Iteration 32Q: 3 clusters Score -1.282072e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -12820690.000000 Penalty: 5685.778320
	Iteration 33Q: 3 clusters Score -1.282069e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -12820696.000000 Penalty: 5685.778320
	Iteration 34Q: 3 clusters Score -1.28207e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -12820684.000000 Penalty: 5685.778320
	Iteration 35Q: 3 clusters Score -1.282068e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -12820724.000000 Penalty: 5685.778320
	Iteration 36Q: 3 clusters Score -1.282072e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -12820756.000000 Penalty: 5685.778320
	Iteration 37Q: 3 clusters Score -1.282076e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -12820801.000000 Penalty: 5685.778320
	Iteration 38Q: 3 clusters Score -1.28208e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -12820820.000000 Penalty: 5685.778320
	Iteration 39Q: 3 clusters Score -1.282082e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -12820843.000000 Penalty: 5685.778320
	Iteration 40F: 3 clusters Score -1.282084e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -12820848.000000 Penalty: 5685.778320
	Iteration 41Q: 3 clusters Score -1.282085e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -12820851.000000 Penalty: 5685.778320
	Iteration 42Q: 3 clusters Score -1.282085e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -12820835.000000 Penalty: 5685.778320
	Iteration 43Q: 3 clusters Score -1.282084e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -12820845.000000 Penalty: 5685.778320
	Iteration 44Q: 3 clusters Score -1.282084e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -12820837.000000 Penalty: 5685.778320
	Iteration 45Q: 3 clusters Score -1.282084e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -12820849.000000 Penalty: 5685.778320
	Iteration 46Q: 3 clusters Score -1.282085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -12820856.000000 Penalty: 5685.778320
	Iteration 47Q: 3 clusters Score -1.282086e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -12820846.000000 Penalty: 5685.778320
	Iteration 48Q: 3 clusters Score -1.282085e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -12820843.000000 Penalty: 5685.778320
	Iteration 49Q: 3 clusters Score -1.282084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -12820860.000000 Penalty: 5685.778320
	Iteration 50Q: 3 clusters Score -1.282086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -12820869.000000 Penalty: 5685.778320
	Iteration 51Q: 3 clusters Score -1.282087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -12820870.000000 Penalty: 5685.778320
	Iteration 52Q: 3 clusters Score -1.282087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -12820866.000000 Penalty: 5685.778320
	Iteration 53Q: 3 clusters Score -1.282087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -12820856.000000 Penalty: 5685.778320
	Iteration 54Q: 3 clusters Score -1.282086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -12820872.000000 Penalty: 5685.778320
	Iteration 55Q: 3 clusters Score -1.282087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -12820858.000000 Penalty: 5685.778320
	Iteration 56Q: 3 clusters Score -1.282086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -12820852.000000 Penalty: 5685.778320
	Iteration 57Q: 3 clusters Score -1.282085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -12820862.000000 Penalty: 5685.778320
	Iteration 58Q: 3 clusters Score -1.282086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -12820867.000000 Penalty: 5685.778320
	Iteration 59Q: 3 clusters Score -1.282087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -12820855.000000 Penalty: 5685.778320
	Iteration 60F: 3 clusters Score -1.282086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -12820860.000000 Penalty: 5685.778320
	Iteration 61Q: 3 clusters Score -1.282086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -12820860.000000 Penalty: 5685.778320
	Iteration 62F: 3 clusters Score -1.282086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26695.152344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26695.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25668.437500 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25668.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26060.173828 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -26060.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26313.892578 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -26313.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26383.359375 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26383.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26405.949219 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26405.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26419.541016 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26419.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26435.714844 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26435.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26508.398438 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26602.539062 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -26602.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26648.375000 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -26648.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26651.976562 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -26651.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26657.806641 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -26657.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26657.806641 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -26657.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -14239.958008 Penalty: 1193.421753
	Iteration 0F: 2 clusters Score -14239.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13355.566406 Penalty: 2386.843506
	Iteration 0F: 3 clusters Score -13355.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13388.534180 Penalty: 2386.843506
	Iteration 1Q: 3 clusters Score -13388.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13388.534180 Penalty: 2386.843506
	Iteration 2F: 3 clusters Score -13388.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63199.906250 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63199.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63531.378906 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63531.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63855.371094 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63855.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64209.132812 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -64209.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64776.257812 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -64776.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65055.539062 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -65055.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65257.132812 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -65257.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65353.585938 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -65353.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65426.750000 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -65426.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65554.195312 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -65554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65601.531250 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -65601.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65625.968750 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -65625.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65668.367188 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -65668.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65783.601562 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -65783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65881.914062 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -65881.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65881.914062 Penalty: 3162.856689
	Iteration 15F: 3 clusters Score -65881.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20417 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 17423 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 49838 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 22449 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28500 members 
Mstep: Class 15 contains 96824 members 
Mstep: Class 16 contains 109527 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6459 members 
Mstep: Class 20 contains 95155 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 351 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 237 members 
Entering Unmasked Estep 
Score: -62782016.000000 Penalty: 81056.015625
Splitting cluster 23 changes total score from -62782520.000000 to -62782016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -77944.507812 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -77944.51 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 376 members 
Entering Unmasked Estep 
Score: -76290.539062 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -76290.54 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76512.242188 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -76512.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76594.195312 Penalty: 3224.639648
	Iteration 2Q: 3 clusters Score -76594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76625.796875 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -76625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76653.515625 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -76653.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76683.445312 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -76683.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76708.765625 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -76708.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76752.296875 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -76752.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76846.312500 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -76846.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76870.859375 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -76870.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76909.234375 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -76909.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76926.750000 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -76926.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76951.742188 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -76951.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76978.265625 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -76978.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76996.148438 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -76996.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77005.921875 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -77005.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77015.804688 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -77015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77027.132812 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -77027.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77035.320312 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -77035.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77043.648438 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -77043.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77058.593750 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -77058.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77090.664062 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -77090.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77126.898438 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -77126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77140.109375 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -77140.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77147.242188 Penalty: 3224.639648
	Iteration 24Q: 3 clusters Score -77147.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77152.539062 Penalty: 3224.639648
	Iteration 25Q: 3 clusters Score -77152.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77156.140625 Penalty: 3224.639648
	Iteration 26Q: 3 clusters Score -77156.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77156.140625 Penalty: 3224.639648
	Iteration 27F: 3 clusters Score -77156.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20417 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 17423 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 49838 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 22449 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28500 members 
Mstep: Class 15 contains 96824 members 
Mstep: Class 16 contains 109527 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6459 members 
Mstep: Class 20 contains 95155 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782756.000000 Penalty: 77813.773438
Iteration 359Q: 25 clusters Score -6.278276e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20414 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 17373 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 49913 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 22390 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28463 members 
Mstep: Class 15 contains 96417 members 
Mstep: Class 16 contains 109318 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6421 members 
Mstep: Class 20 contains 95877 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782888.000000 Penalty: 77813.773438
Iteration 360F: 25 clusters Score -6.278289e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20406 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 7 contains 17331 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 50006 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 22343 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28443 members 
Mstep: Class 15 contains 96037 members 
Mstep: Class 16 contains 109053 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6392 members 
Mstep: Class 20 contains 96572 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782888.000000 Penalty: 77813.773438
Iteration 361Q: 25 clusters Score -6.278289e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20395 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 17291 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 50105 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 22316 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 28414 members 
Mstep: Class 15 contains 95618 members 
Mstep: Class 16 contains 108780 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6367 members 
Mstep: Class 20 contains 97288 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782872.000000 Penalty: 77813.773438
Iteration 362Q: 25 clusters Score -6.278287e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 20376 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 17246 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 50194 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 22279 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28395 members 
Mstep: Class 15 contains 95271 members 
Mstep: Class 16 contains 108557 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 97925 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783044.000000 Penalty: 77813.773438
Iteration 363Q: 25 clusters Score -6.278304e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20362 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 6007 members 
Mstep: Class 7 contains 17199 members 
Mstep: Class 8 contains 3347 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 50266 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 22222 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28390 members 
Mstep: Class 15 contains 95019 members 
Mstep: Class 16 contains 108481 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6311 members 
Mstep: Class 20 contains 98364 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783248.000000 Penalty: 77813.773438
Iteration 364Q: 25 clusters Score -6.278325e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 20347 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 17152 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 50301 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 22169 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28379 members 
Mstep: Class 15 contains 94757 members 
Mstep: Class 16 contains 108492 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6294 members 
Mstep: Class 20 contains 98739 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783484.000000 Penalty: 77813.773438
Iteration 365Q: 25 clusters Score -6.278348e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 20339 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 17112 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 50351 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 22128 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28380 members 
Mstep: Class 15 contains 94455 members 
Mstep: Class 16 contains 108642 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6283 members 
Mstep: Class 20 contains 98946 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783748.000000 Penalty: 77813.773438
Iteration 366Q: 25 clusters Score -6.278375e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 20331 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 17076 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 50372 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 22077 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28382 members 
Mstep: Class 15 contains 94120 members 
Mstep: Class 16 contains 108915 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 99114 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783836.000000 Penalty: 77813.773438
Iteration 367Q: 25 clusters Score -6.278384e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20322 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5619 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 17044 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 50401 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 22039 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28388 members 
Mstep: Class 15 contains 93640 members 
Mstep: Class 16 contains 109262 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6246 members 
Mstep: Class 20 contains 99315 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784144.000000 Penalty: 77813.773438
Iteration 368Q: 25 clusters Score -6.278414e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20316 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 17015 members 
Mstep: Class 8 contains 3274 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 50392 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 22003 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28390 members 
Mstep: Class 15 contains 93077 members 
Mstep: Class 16 contains 109651 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 99595 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784344.000000 Penalty: 77813.773438
Iteration 369Q: 25 clusters Score -6.278434e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20313 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5642 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 17004 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 50384 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 21968 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28388 members 
Mstep: Class 15 contains 92398 members 
Mstep: Class 16 contains 110129 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6222 members 
Mstep: Class 20 contains 99889 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784444.000000 Penalty: 77813.773438
Iteration 370Q: 25 clusters Score -6.278444e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 20304 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 5955 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 50368 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 21940 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28385 members 
Mstep: Class 15 contains 91539 members 
Mstep: Class 16 contains 110768 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6203 members 
Mstep: Class 20 contains 100240 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784516.000000 Penalty: 77813.773438
Iteration 371Q: 25 clusters Score -6.278452e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 20289 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 16944 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 50310 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 21922 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28370 members 
Mstep: Class 15 contains 90314 members 
Mstep: Class 16 contains 111634 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6194 members 
Mstep: Class 20 contains 100777 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784480.000000 Penalty: 77813.773438
Iteration 372Q: 25 clusters Score -6.278448e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 20277 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 16919 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 50246 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 21878 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28350 members 
Mstep: Class 15 contains 88718 members 
Mstep: Class 16 contains 112724 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6175 members 
Mstep: Class 20 contains 101475 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784584.000000 Penalty: 77813.773438
Iteration 373Q: 25 clusters Score -6.278458e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 20272 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 16877 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 50148 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 21838 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28325 members 
Mstep: Class 15 contains 86532 members 
Mstep: Class 16 contains 114250 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 102388 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784528.000000 Penalty: 77813.773438
Iteration 374Q: 25 clusters Score -6.278453e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20250 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 5911 members 
Mstep: Class 7 contains 16839 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 21801 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 28316 members 
Mstep: Class 15 contains 83761 members 
Mstep: Class 16 contains 116224 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 103486 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784676.000000 Penalty: 77813.773438
Iteration 375Q: 25 clusters Score -6.278468e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20245 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 5890 members 
Mstep: Class 7 contains 16793 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 49802 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 21776 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 28307 members 
Mstep: Class 15 contains 80203 members 
Mstep: Class 16 contains 118630 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6097 members 
Mstep: Class 20 contains 104988 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784396.000000 Penalty: 77813.773438
Iteration 376Q: 25 clusters Score -6.27844e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 5878 members 
Mstep: Class 7 contains 16787 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 49539 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 21746 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 28317 members 
Mstep: Class 15 contains 75654 members 
Mstep: Class 16 contains 121630 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 106881 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783632.000000 Penalty: 77813.773438
Iteration 377Q: 25 clusters Score -6.278363e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 20240 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 16791 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 49166 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 21728 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 15 contains 69700 members 
Mstep: Class 16 contains 125663 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 109279 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781564.000000 Penalty: 77813.773438
Iteration 378Q: 25 clusters Score -6.278156e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 20234 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 5830 members 
Mstep: Class 7 contains 16829 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 48772 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 21731 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 28284 members 
Mstep: Class 15 contains 62289 members 
Mstep: Class 16 contains 130449 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6039 members 
Mstep: Class 20 contains 112339 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778228.000000 Penalty: 77813.773438
Iteration 379Q: 25 clusters Score -6.277823e+07 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20238 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 16937 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 48358 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 21823 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 28339 members 
Mstep: Class 15 contains 54333 members 
Mstep: Class 16 contains 134985 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6053 members 
Mstep: Class 20 contains 115902 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774708.000000 Penalty: 77813.773438
Iteration 380F: 25 clusters Score -6.277471e+07 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20269 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 5780 members 
Mstep: Class 7 contains 17084 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 47897 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 22003 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 28470 members 
Mstep: Class 15 contains 44959 members 
Mstep: Class 16 contains 140599 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6102 members 
Mstep: Class 20 contains 119546 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768928.000000 Penalty: 77813.773438
Iteration 381Q: 25 clusters Score -6.276893e+07 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20345 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 5760 members 
Mstep: Class 7 contains 17320 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 47489 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 22256 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 28655 members 
Mstep: Class 15 contains 36301 members 
Mstep: Class 16 contains 145090 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 123231 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763580.000000 Penalty: 77813.773438
Iteration 382Q: 25 clusters Score -6.276358e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 20444 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 5747 members 
Mstep: Class 7 contains 17682 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 47108 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 22544 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 15 contains 28955 members 
Mstep: Class 16 contains 148149 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 126698 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759516.000000 Penalty: 77813.773438
Iteration 383Q: 25 clusters Score -6.275952e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 20552 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 46738 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 22862 members 
Mstep: Class 13 contains 707 members 
Mstep: Class 14 contains 29230 members 
Mstep: Class 15 contains 23208 members 
Mstep: Class 16 contains 149960 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6399 members 
Mstep: Class 20 contains 129647 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756852.000000 Penalty: 77813.773438
Iteration 384Q: 25 clusters Score -6.275685e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 20683 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 7 contains 18591 members 
Mstep: Class 8 contains 3430 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 46381 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 23215 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 29577 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 150558 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 132020 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756048.000000 Penalty: 77813.773438
Iteration 385Q: 25 clusters Score -6.275605e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 20795 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 5711 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 45993 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 23537 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 29950 members 
Mstep: Class 15 contains 16179 members 
Mstep: Class 16 contains 150370 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6588 members 
Mstep: Class 20 contains 134043 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755400.000000 Penalty: 77813.773438
Iteration 386Q: 25 clusters Score -6.27554e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 20891 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 19530 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 45622 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 23850 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 30319 members 
Mstep: Class 15 contains 14027 members 
Mstep: Class 16 contains 149779 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 135724 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755144.000000 Penalty: 77813.773438
Iteration 387Q: 25 clusters Score -6.275514e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20981 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 20013 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 24137 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 30632 members 
Mstep: Class 15 contains 12381 members 
Mstep: Class 16 contains 148932 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6791 members 
Mstep: Class 20 contains 137181 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754852.000000 Penalty: 77813.773438
Iteration 388Q: 25 clusters Score -6.275485e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 21080 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 44965 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 24408 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 30909 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 147937 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 138454 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754796.000000 Penalty: 77813.773438
Iteration 389Q: 25 clusters Score -6.27548e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 20913 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 44697 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 31131 members 
Mstep: Class 15 contains 10119 members 
Mstep: Class 16 contains 146825 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 6986 members 
Mstep: Class 20 contains 139639 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754616.000000 Penalty: 77813.773438
Iteration 390Q: 25 clusters Score -6.275462e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 21263 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 21368 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 44430 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 12 contains 24892 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 31321 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 145584 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 140819 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754416.000000 Penalty: 77813.773438
Iteration 391Q: 25 clusters Score -6.275442e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 21338 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 21790 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 44199 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 25114 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 31478 members 
Mstep: Class 15 contains 8709 members 
Mstep: Class 16 contains 144355 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 141917 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754460.000000 Penalty: 77813.773438
Iteration 392Q: 25 clusters Score -6.275446e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5279 members 
Mstep: Class 6 contains 5708 members 
Mstep: Class 7 contains 22156 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 43992 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 25320 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 31619 members 
Mstep: Class 15 contains 8175 members 
Mstep: Class 16 contains 143135 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 142965 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754460.000000 Penalty: 77813.773438
Iteration 393Q: 25 clusters Score -6.275446e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5242 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 22515 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 43777 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 25498 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 31736 members 
Mstep: Class 15 contains 7758 members 
Mstep: Class 16 contains 141877 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 143997 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754188.000000 Penalty: 77813.773438
Iteration 394Q: 25 clusters Score -6.275419e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21513 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 7 contains 22818 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 43599 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 25662 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 31820 members 
Mstep: Class 15 contains 7400 members 
Mstep: Class 16 contains 140712 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 144980 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754356.000000 Penalty: 77813.773438
Iteration 395Q: 25 clusters Score -6.275436e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 23070 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 43473 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 25801 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 14 contains 31891 members 
Mstep: Class 15 contains 7073 members 
Mstep: Class 16 contains 139633 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 145919 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754204.000000 Penalty: 77813.773438
Iteration 396Q: 25 clusters Score -6.27542e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21608 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5142 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 23310 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 43364 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 25922 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 31991 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 138564 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 146786 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754196.000000 Penalty: 77813.773438
Iteration 397Q: 25 clusters Score -6.27542e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 21655 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 23526 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 43271 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 26015 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32085 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 137551 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 147655 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754268.000000 Penalty: 77813.773438
Iteration 398Q: 25 clusters Score -6.275427e+07 nChanged 1887
Entering ConstructFrom: 
Score: -62754268.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -415828.343750 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -415828.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -412434.687500 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -412434.7 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -413193.312500 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -413193.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -413420.625000 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -413420.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -413592.187500 Penalty: 4019.032959
	Iteration 3F: 3 clusters Score -413592.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -413734.593750 Penalty: 4019.032959
	Iteration 4Q: 3 clusters Score -413734.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -413850.250000 Penalty: 4019.032959
	Iteration 5Q: 3 clusters Score -413850.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -413946.593750 Penalty: 4019.032959
	Iteration 6Q: 3 clusters Score -413946.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -414037.625000 Penalty: 4019.032959
	Iteration 7Q: 3 clusters Score -414037.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -414118.500000 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -414118.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -414194.375000 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -414194.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -414280.218750 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -414280.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -414353.062500 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -414353.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -414430.593750 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -414430.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -414519.375000 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -414519.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -414600.812500 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -414600.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -414641.406250 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -414641.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -414672.093750 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -414672.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -414689.500000 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -414689.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -414701.531250 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -414701.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -414709.156250 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -414709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -414714.906250 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -414714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -414723.093750 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -414723.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -414731.375000 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -414731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -414734.750000 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -414734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -414738.375000 Penalty: 4019.032959
	Iteration 24Q: 3 clusters Score -414738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -414739.656250 Penalty: 4019.032959
	Iteration 25Q: 3 clusters Score -414739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -414740.562500 Penalty: 4019.032959
	Iteration 26Q: 3 clusters Score -414740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -414743.687500 Penalty: 4019.032959
	Iteration 27Q: 3 clusters Score -414743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -414746.656250 Penalty: 4019.032959
	Iteration 28Q: 3 clusters Score -414746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -414752.218750 Penalty: 4019.032959
	Iteration 29Q: 3 clusters Score -414752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -414756.937500 Penalty: 4019.032959
	Iteration 30Q: 3 clusters Score -414756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -414760.687500 Penalty: 4019.032959
	Iteration 31Q: 3 clusters Score -414760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -414764.406250 Penalty: 4019.032959
	Iteration 32Q: 3 clusters Score -414764.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -414770.375000 Penalty: 4019.032959
	Iteration 33Q: 3 clusters Score -414770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -414775.656250 Penalty: 4019.032959
	Iteration 34Q: 3 clusters Score -414775.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -414782.125000 Penalty: 4019.032959
	Iteration 35Q: 3 clusters Score -414782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -414788.937500 Penalty: 4019.032959
	Iteration 36Q: 3 clusters Score -414788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -414796.687500 Penalty: 4019.032959
	Iteration 37Q: 3 clusters Score -414796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -414802.187500 Penalty: 4019.032959
	Iteration 38Q: 3 clusters Score -414802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -414803.343750 Penalty: 4019.032959
	Iteration 39Q: 3 clusters Score -414803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -414804.687500 Penalty: 4019.032959
	Iteration 40F: 3 clusters Score -414804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -414808.250000 Penalty: 4019.032959
	Iteration 41Q: 3 clusters Score -414808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -414813.187500 Penalty: 4019.032959
	Iteration 42Q: 3 clusters Score -414813.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -414817.968750 Penalty: 4019.032959
	Iteration 43Q: 3 clusters Score -414818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -414821.906250 Penalty: 4019.032959
	Iteration 44Q: 3 clusters Score -414821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -414829.437500 Penalty: 4019.032959
	Iteration 45Q: 3 clusters Score -414829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -414838.750000 Penalty: 4019.032959
	Iteration 46Q: 3 clusters Score -414838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -414840.468750 Penalty: 4019.032959
	Iteration 47Q: 3 clusters Score -414840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -414841.531250 Penalty: 4019.032959
	Iteration 48Q: 3 clusters Score -414841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -414842.625000 Penalty: 4019.032959
	Iteration 49Q: 3 clusters Score -414842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -414844.531250 Penalty: 4019.032959
	Iteration 50Q: 3 clusters Score -414844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -414847.343750 Penalty: 4019.032959
	Iteration 51Q: 3 clusters Score -414847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -414849.062500 Penalty: 4019.032959
	Iteration 52Q: 3 clusters Score -414849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -414852.156250 Penalty: 4019.032959
	Iteration 53Q: 3 clusters Score -414852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -414854.343750 Penalty: 4019.032959
	Iteration 54Q: 3 clusters Score -414854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -414854.500000 Penalty: 4019.032959
	Iteration 55Q: 3 clusters Score -414854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -414854.875000 Penalty: 4019.032959
	Iteration 56Q: 3 clusters Score -414854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -414855.437500 Penalty: 4019.032959
	Iteration 57Q: 3 clusters Score -414855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -414855.437500 Penalty: 4019.032959
	Iteration 58F: 3 clusters Score -414855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Entering Unmasked Estep 
Score: -2938746.250000 Penalty: 2476.136475
	Iteration 0F: 2 clusters Score -2938746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2923607.000000 Penalty: 4952.272949
	Iteration 0F: 3 clusters Score -2923607 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2928561.000000 Penalty: 4952.272949
	Iteration 1F: 3 clusters Score -2928561 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2928870.250000 Penalty: 4952.272949
	Iteration 2Q: 3 clusters Score -2928870 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2929122.750000 Penalty: 4952.272949
	Iteration 3Q: 3 clusters Score -2929123 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2929353.250000 Penalty: 4952.272949
	Iteration 4Q: 3 clusters Score -2929353 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2929592.500000 Penalty: 4952.272949
	Iteration 5Q: 3 clusters Score -2929592 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2929851.250000 Penalty: 4952.272949
	Iteration 6Q: 3 clusters Score -2929851 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2930180.000000 Penalty: 4952.272949
	Iteration 7Q: 3 clusters Score -2930180 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2930613.250000 Penalty: 4952.272949
	Iteration 8Q: 3 clusters Score -2930613 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2931211.500000 Penalty: 4952.272949
	Iteration 9F: 3 clusters Score -2931212 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2932050.250000 Penalty: 4952.272949
	Iteration 10F: 3 clusters Score -2932050 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2933213.500000 Penalty: 4952.272949
	Iteration 11F: 3 clusters Score -2933214 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2934433.000000 Penalty: 4952.272949
	Iteration 12F: 3 clusters Score -2934433 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2935332.000000 Penalty: 4952.272949
	Iteration 13Q: 3 clusters Score -2935332 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2935919.500000 Penalty: 4952.272949
	Iteration 14Q: 3 clusters Score -2935920 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2936226.250000 Penalty: 4952.272949
	Iteration 15Q: 3 clusters Score -2936226 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2936404.500000 Penalty: 4952.272949
	Iteration 16Q: 3 clusters Score -2936404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2936480.500000 Penalty: 4952.272949
	Iteration 17Q: 3 clusters Score -2936480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2936520.000000 Penalty: 4952.272949
	Iteration 18Q: 3 clusters Score -2936520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2936553.500000 Penalty: 4952.272949
	Iteration 19Q: 3 clusters Score -2936554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2936567.500000 Penalty: 4952.272949
	Iteration 20F: 3 clusters Score -2936568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2936577.250000 Penalty: 4952.272949
	Iteration 21Q: 3 clusters Score -2936577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2936594.000000 Penalty: 4952.272949
	Iteration 22Q: 3 clusters Score -2936594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2936602.250000 Penalty: 4952.272949
	Iteration 23Q: 3 clusters Score -2936602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2936614.750000 Penalty: 4952.272949
	Iteration 24Q: 3 clusters Score -2936615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2936616.750000 Penalty: 4952.272949
	Iteration 25Q: 3 clusters Score -2936617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2936628.500000 Penalty: 4952.272949
	Iteration 26Q: 3 clusters Score -2936628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2936629.500000 Penalty: 4952.272949
	Iteration 27Q: 3 clusters Score -2936630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2936634.250000 Penalty: 4952.272949
	Iteration 28Q: 3 clusters Score -2936634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2936632.250000 Penalty: 4952.272949
	Iteration 29Q: 3 clusters Score -2936632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2936632.250000 Penalty: 4952.272949
	Iteration 30F: 3 clusters Score -2936632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24234.283203 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24234.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24379.082031 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24379.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24563.701172 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24596.880859 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24596.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24608.220703 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24608.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24615.097656 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24631.587891 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24631.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24631.587891 Penalty: 2695.126221
	Iteration 7F: 3 clusters Score -24631.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34095.011719 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -34095.01 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34451.148438 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34451.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34729.593750 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34729.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34928.070312 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -34928.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34983.000000 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35008.835938 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -35008.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35024.269531 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -35024.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35046.910156 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -35046.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35155.316406 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -35155.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35214.585938 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -35214.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35274.820312 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -35274.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35292.578125 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -35292.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35341.828125 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -35341.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35380.648438 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -35380.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35407.609375 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -35407.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35426.718750 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -35426.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35445.222656 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -35445.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35448.386719 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -35448.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35460.261719 Penalty: 2911.171387
	Iteration 18F: 3 clusters Score -35460.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35527.781250 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -35527.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35695.347656 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -35695.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35779.652344 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -35779.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35789.625000 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -35789.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35812.578125 Penalty: 2911.171387
	Iteration 23Q: 3 clusters Score -35812.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35866.980469 Penalty: 2911.171387
	Iteration 24Q: 3 clusters Score -35866.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35950.457031 Penalty: 2911.171387
	Iteration 25Q: 3 clusters Score -35950.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35956.437500 Penalty: 2911.171387
	Iteration 26Q: 3 clusters Score -35956.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35959.429688 Penalty: 2911.171387
	Iteration 27Q: 3 clusters Score -35959.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35959.429688 Penalty: 2911.171387
	Iteration 28F: 3 clusters Score -35959.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 120 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 26115 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32176 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 136640 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 148428 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Mstep: Class 25 contains 234 members 
Entering Unmasked Estep 
Score: -62753300.000000 Penalty: 81056.015625
Splitting cluster 4 changes total score from -62754268.000000 to -62753300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -651893.500000 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -651893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -647350.500000 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -647350.5 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -648552.562500 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -648552.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -648916.312500 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -648916.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -649303.562500 Penalty: 4232.205566
	Iteration 3F: 3 clusters Score -649303.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -649681.187500 Penalty: 4232.205566
	Iteration 4F: 3 clusters Score -649681.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -650018.062500 Penalty: 4232.205566
	Iteration 5F: 3 clusters Score -650018.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -650236.250000 Penalty: 4232.205566
	Iteration 6F: 3 clusters Score -650236.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -650392.187500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -650392.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -650494.062500 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -650494.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -650551.250000 Penalty: 4232.205566
	Iteration 9Q: 3 clusters Score -650551.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -650579.937500 Penalty: 4232.205566
	Iteration 10Q: 3 clusters Score -650579.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -650596.562500 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -650596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -650606.750000 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -650606.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -650613.687500 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -650613.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -650615.937500 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -650615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -650622.312500 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -650622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -650625.937500 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -650625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -650628.937500 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -650628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -650629.500000 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -650629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -650631.312500 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -650631.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -650632.625000 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -650632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -650632.437500 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -650632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -650633.750000 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -650633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -650634.562500 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -650634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -650637.125000 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -650637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -650637.562500 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -650637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -650637.937500 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -650637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -650637.625000 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -650637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -650638.437500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -650638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -650638.437500 Penalty: 4232.205566
	Iteration 29F: 3 clusters Score -650638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -746827.812500 Penalty: 2146.666016
	Iteration 0F: 2 clusters Score -746827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -741820.812500 Penalty: 4293.332031
	Iteration 0F: 3 clusters Score -741820.8 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -743127.687500 Penalty: 4293.332031
	Iteration 1F: 3 clusters Score -743127.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -743534.375000 Penalty: 4293.332031
	Iteration 2F: 3 clusters Score -743534.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -743899.687500 Penalty: 4293.332031
	Iteration 3F: 3 clusters Score -743899.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -744301.875000 Penalty: 4293.332031
	Iteration 4F: 3 clusters Score -744301.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -744717.437500 Penalty: 4293.332031
	Iteration 5F: 3 clusters Score -744717.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -745132.375000 Penalty: 4293.332031
	Iteration 6F: 3 clusters Score -745132.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -745556.750000 Penalty: 4293.332031
	Iteration 7F: 3 clusters Score -745556.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -745901.812500 Penalty: 4293.332031
	Iteration 8Q: 3 clusters Score -745901.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -746192.000000 Penalty: 4293.332031
	Iteration 9Q: 3 clusters Score -746192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -746317.562500 Penalty: 4293.332031
	Iteration 10Q: 3 clusters Score -746317.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -746363.687500 Penalty: 4293.332031
	Iteration 11Q: 3 clusters Score -746363.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -746390.812500 Penalty: 4293.332031
	Iteration 12Q: 3 clusters Score -746390.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -746403.375000 Penalty: 4293.332031
	Iteration 13Q: 3 clusters Score -746403.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -746415.000000 Penalty: 4293.332031
	Iteration 14Q: 3 clusters Score -746415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -746417.625000 Penalty: 4293.332031
	Iteration 15Q: 3 clusters Score -746417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -746423.562500 Penalty: 4293.332031
	Iteration 16Q: 3 clusters Score -746423.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -746426.875000 Penalty: 4293.332031
	Iteration 17Q: 3 clusters Score -746426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -746431.062500 Penalty: 4293.332031
	Iteration 18Q: 3 clusters Score -746431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -746431.250000 Penalty: 4293.332031
	Iteration 19Q: 3 clusters Score -746431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -746432.562500 Penalty: 4293.332031
	Iteration 20F: 3 clusters Score -746432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -746434.937500 Penalty: 4293.332031
	Iteration 21Q: 3 clusters Score -746434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -746435.625000 Penalty: 4293.332031
	Iteration 22Q: 3 clusters Score -746435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -746435.625000 Penalty: 4293.332031
	Iteration 23F: 3 clusters Score -746435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Entering Unmasked Estep 
Score: -3224246.000000 Penalty: 2498.286621
	Iteration 0F: 2 clusters Score -3224246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3207684.500000 Penalty: 4996.573242
	Iteration 0F: 3 clusters Score -3207684 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3213533.500000 Penalty: 4996.573242
	Iteration 1F: 3 clusters Score -3213534 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3214107.500000 Penalty: 4996.573242
	Iteration 2F: 3 clusters Score -3214108 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3214722.500000 Penalty: 4996.573242
	Iteration 3F: 3 clusters Score -3214722 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3215363.250000 Penalty: 4996.573242
	Iteration 4F: 3 clusters Score -3215363 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3216117.750000 Penalty: 4996.573242
	Iteration 5F: 3 clusters Score -3216118 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3217009.500000 Penalty: 4996.573242
	Iteration 6F: 3 clusters Score -3217010 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3217974.000000 Penalty: 4996.573242
	Iteration 7F: 3 clusters Score -3217974 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3219038.000000 Penalty: 4996.573242
	Iteration 8F: 3 clusters Score -3219038 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3219941.500000 Penalty: 4996.573242
	Iteration 9Q: 3 clusters Score -3219942 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3220756.000000 Penalty: 4996.573242
	Iteration 10Q: 3 clusters Score -3220756 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3221262.000000 Penalty: 4996.573242
	Iteration 11Q: 3 clusters Score -3221262 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3221544.250000 Penalty: 4996.573242
	Iteration 12Q: 3 clusters Score -3221544 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3221724.500000 Penalty: 4996.573242
	Iteration 13Q: 3 clusters Score -3221724 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3221838.000000 Penalty: 4996.573242
	Iteration 14Q: 3 clusters Score -3221838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3221940.000000 Penalty: 4996.573242
	Iteration 15Q: 3 clusters Score -3221940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3222009.500000 Penalty: 4996.573242
	Iteration 16Q: 3 clusters Score -3222010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3222082.500000 Penalty: 4996.573242
	Iteration 17Q: 3 clusters Score -3222082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3222119.000000 Penalty: 4996.573242
	Iteration 18Q: 3 clusters Score -3222119 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3222148.250000 Penalty: 4996.573242
	Iteration 19Q: 3 clusters Score -3222148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3222185.500000 Penalty: 4996.573242
	Iteration 20F: 3 clusters Score -3222186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3222205.000000 Penalty: 4996.573242
	Iteration 21Q: 3 clusters Score -3222205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3222228.000000 Penalty: 4996.573242
	Iteration 22Q: 3 clusters Score -3222228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3222245.250000 Penalty: 4996.573242
	Iteration 23Q: 3 clusters Score -3222245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3222268.250000 Penalty: 4996.573242
	Iteration 24Q: 3 clusters Score -3222268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3222283.750000 Penalty: 4996.573242
	Iteration 25Q: 3 clusters Score -3222284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3222311.500000 Penalty: 4996.573242
	Iteration 26Q: 3 clusters Score -3222312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3222321.250000 Penalty: 4996.573242
	Iteration 27Q: 3 clusters Score -3222321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3222322.500000 Penalty: 4996.573242
	Iteration 28Q: 3 clusters Score -3222322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3222326.250000 Penalty: 4996.573242
	Iteration 29Q: 3 clusters Score -3222326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3222326.000000 Penalty: 4996.573242
	Iteration 30Q: 3 clusters Score -3222326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3222329.500000 Penalty: 4996.573242
	Iteration 31Q: 3 clusters Score -3222330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3222328.750000 Penalty: 4996.573242
	Iteration 32Q: 3 clusters Score -3222329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3222326.750000 Penalty: 4996.573242
	Iteration 33Q: 3 clusters Score -3222327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3222329.000000 Penalty: 4996.573242
	Iteration 34Q: 3 clusters Score -3222329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3222327.250000 Penalty: 4996.573242
	Iteration 35Q: 3 clusters Score -3222327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3222333.250000 Penalty: 4996.573242
	Iteration 36Q: 3 clusters Score -3222333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3222336.000000 Penalty: 4996.573242
	Iteration 37Q: 3 clusters Score -3222336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3222333.000000 Penalty: 4996.573242
	Iteration 38Q: 3 clusters Score -3222333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3222341.250000 Penalty: 4996.573242
	Iteration 39Q: 3 clusters Score -3222341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3222344.750000 Penalty: 4996.573242
	Iteration 40F: 3 clusters Score -3222345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3222352.500000 Penalty: 4996.573242
	Iteration 41Q: 3 clusters Score -3222352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3222349.500000 Penalty: 4996.573242
	Iteration 42Q: 3 clusters Score -3222350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3222349.000000 Penalty: 4996.573242
	Iteration 43Q: 3 clusters Score -3222349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3222357.500000 Penalty: 4996.573242
	Iteration 44Q: 3 clusters Score -3222358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3222354.750000 Penalty: 4996.573242
	Iteration 45Q: 3 clusters Score -3222355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3222351.500000 Penalty: 4996.573242
	Iteration 46Q: 3 clusters Score -3222352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3222351.000000 Penalty: 4996.573242
	Iteration 47Q: 3 clusters Score -3222351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3222358.500000 Penalty: 4996.573242
	Iteration 48Q: 3 clusters Score -3222358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3222361.750000 Penalty: 4996.573242
	Iteration 49Q: 3 clusters Score -3222362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3222356.250000 Penalty: 4996.573242
	Iteration 50Q: 3 clusters Score -3222356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3222356.250000 Penalty: 4996.573242
	Iteration 51Q: 3 clusters Score -3222356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3222356.250000 Penalty: 4996.573242
	Iteration 52F: 3 clusters Score -3222356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -540149.812500 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -540149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -536219.312500 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -536219.3 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -537089.500000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -537089.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -537268.000000 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -537268 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -537382.937500 Penalty: 4114.715820
	Iteration 3Q: 3 clusters Score -537382.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -537455.812500 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -537455.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -537520.625000 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -537520.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -537566.937500 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -537566.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -537599.937500 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -537599.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -537632.187500 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -537632.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -537656.875000 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -537656.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -537683.687500 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -537683.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -537717.812500 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -537717.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -537750.062500 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -537750.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -537781.875000 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -537781.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -537815.312500 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -537815.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -537849.937500 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -537849.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -537882.125000 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -537882.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -537911.000000 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -537911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -537935.062500 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -537935.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -537957.812500 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -537957.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -537976.687500 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -537976.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -537999.062500 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -537999.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -538025.937500 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -538025.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -538057.625000 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -538057.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -538086.437500 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -538086.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -538120.687500 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -538120.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -538148.000000 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -538148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -538182.687500 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -538182.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -538220.812500 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -538220.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -538250.000000 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -538250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -538277.750000 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -538277.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -538303.937500 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -538303.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -538333.562500 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -538333.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -538348.937500 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -538348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -538364.062500 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -538364.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -538378.250000 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -538378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -538390.312500 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -538390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -538397.250000 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -538397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -538404.750000 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -538404.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -538417.000000 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -538417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -538427.062500 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -538427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -538433.000000 Penalty: 4114.715820
	Iteration 41Q: 3 clusters Score -538433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -538443.312500 Penalty: 4114.715820
	Iteration 42Q: 3 clusters Score -538443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -538449.625000 Penalty: 4114.715820
	Iteration 43Q: 3 clusters Score -538449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -538453.562500 Penalty: 4114.715820
	Iteration 44Q: 3 clusters Score -538453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -538457.375000 Penalty: 4114.715820
	Iteration 45Q: 3 clusters Score -538457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -538461.625000 Penalty: 4114.715820
	Iteration 46Q: 3 clusters Score -538461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -538465.437500 Penalty: 4114.715820
	Iteration 47Q: 3 clusters Score -538465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -538469.250000 Penalty: 4114.715820
	Iteration 48Q: 3 clusters Score -538469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -538470.437500 Penalty: 4114.715820
	Iteration 49Q: 3 clusters Score -538470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -538470.437500 Penalty: 4114.715820
	Iteration 50F: 3 clusters Score -538470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -377138.343750 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -377138.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -373962.250000 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -373962.2 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -374587.000000 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -374587 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -374710.562500 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -374710.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -374781.187500 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -374781.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -374822.593750 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -374822.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -374853.031250 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -374853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -374876.562500 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -374876.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -374892.843750 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -374892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -374905.093750 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -374905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -374912.093750 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -374912.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374919.312500 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -374919.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -374921.906250 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -374921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -374923.250000 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -374923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -374924.750000 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -374924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -374926.062500 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -374926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374927.000000 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -374927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374927.625000 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -374927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374929.781250 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -374929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -374930.281250 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -374930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -374932.875000 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -374932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -374934.000000 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -374934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374934.437500 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -374934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -374935.062500 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -374935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -374936.531250 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -374936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -374937.031250 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -374937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -374937.031250 Penalty: 3947.107178
	Iteration 25F: 3 clusters Score -374937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Entering Unmasked Estep 
Score: -5676388.000000 Penalty: 2646.977051
	Iteration 0F: 2 clusters Score -5676388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5647258.000000 Penalty: 5293.954102
	Iteration 0F: 3 clusters Score -5647258 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5658294.500000 Penalty: 5293.954102
	Iteration 1F: 3 clusters Score -5658294 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5659137.000000 Penalty: 5293.954102
	Iteration 2Q: 3 clusters Score -5659137 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -5660080.000000 Penalty: 5293.954102
	Iteration 3F: 3 clusters Score -5660080 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -5661313.500000 Penalty: 5293.954102
	Iteration 4F: 3 clusters Score -5661314 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -5662863.500000 Penalty: 5293.954102
	Iteration 5F: 3 clusters Score -5662864 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5664863.000000 Penalty: 5293.954102
	Iteration 6F: 3 clusters Score -5664863 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5667076.000000 Penalty: 5293.954102
	Iteration 7F: 3 clusters Score -5667076 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -5669259.000000 Penalty: 5293.954102
	Iteration 8F: 3 clusters Score -5669259 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5671120.500000 Penalty: 5293.954102
	Iteration 9F: 3 clusters Score -5671120 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5672461.000000 Penalty: 5293.954102
	Iteration 10Q: 3 clusters Score -5672461 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5673192.000000 Penalty: 5293.954102
	Iteration 11Q: 3 clusters Score -5673192 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5673617.000000 Penalty: 5293.954102
	Iteration 12Q: 3 clusters Score -5673617 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5673820.500000 Penalty: 5293.954102
	Iteration 13Q: 3 clusters Score -5673820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5673946.500000 Penalty: 5293.954102
	Iteration 14Q: 3 clusters Score -5673946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5674017.000000 Penalty: 5293.954102
	Iteration 15Q: 3 clusters Score -5674017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5674061.000000 Penalty: 5293.954102
	Iteration 16Q: 3 clusters Score -5674061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5674072.500000 Penalty: 5293.954102
	Iteration 17Q: 3 clusters Score -5674072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5674097.000000 Penalty: 5293.954102
	Iteration 18Q: 3 clusters Score -5674097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5674101.000000 Penalty: 5293.954102
	Iteration 19Q: 3 clusters Score -5674101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5674112.000000 Penalty: 5293.954102
	Iteration 20F: 3 clusters Score -5674112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5674125.500000 Penalty: 5293.954102
	Iteration 21Q: 3 clusters Score -5674126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5674128.500000 Penalty: 5293.954102
	Iteration 22Q: 3 clusters Score -5674128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5674127.500000 Penalty: 5293.954102
	Iteration 23Q: 3 clusters Score -5674128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5674129.000000 Penalty: 5293.954102
	Iteration 24Q: 3 clusters Score -5674129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5674128.000000 Penalty: 5293.954102
	Iteration 25Q: 3 clusters Score -5674128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5674128.000000 Penalty: 5293.954102
	Iteration 26F: 3 clusters Score -5674128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -333714.718750 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -333714.7 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 1238 members 
Entering Unmasked Estep 
Score: -330797.125000 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -330797.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -331344.625000 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -331344.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331522.406250 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -331522.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -331674.343750 Penalty: 3874.939697
	Iteration 3F: 3 clusters Score -331674.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -331813.156250 Penalty: 3874.939697
	Iteration 4F: 3 clusters Score -331813.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -331915.968750 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -331916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -332000.187500 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -332000.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -332063.406250 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -332063.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -332113.312500 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -332113.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -332153.406250 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -332153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -332172.906250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -332172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -332190.500000 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -332190.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -332203.562500 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -332203.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -332215.500000 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -332215.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -332227.437500 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -332227.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -332241.625000 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -332241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -332257.343750 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -332257.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -332268.656250 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -332268.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -332278.187500 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -332278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -332282.062500 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -332282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -332285.750000 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -332285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -332289.906250 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -332289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -332292.656250 Penalty: 3874.939697
	Iteration 22Q: 3 clusters Score -332292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -332294.343750 Penalty: 3874.939697
	Iteration 23Q: 3 clusters Score -332294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -332294.875000 Penalty: 3874.939697
	Iteration 24Q: 3 clusters Score -332294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -332294.875000 Penalty: 3874.939697
	Iteration 25F: 3 clusters Score -332294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Entering Unmasked Estep 
Score: -3523724.750000 Penalty: 2522.225830
	Iteration 0F: 2 clusters Score -3523725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3505657.750000 Penalty: 5044.451660
	Iteration 0F: 3 clusters Score -3505658 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3512061.250000 Penalty: 5044.451660
	Iteration 1F: 3 clusters Score -3512061 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3512536.000000 Penalty: 5044.451660
	Iteration 2Q: 3 clusters Score -3512536 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3513015.250000 Penalty: 5044.451660
	Iteration 3Q: 3 clusters Score -3513015 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3513579.000000 Penalty: 5044.451660
	Iteration 4Q: 3 clusters Score -3513579 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3514264.750000 Penalty: 5044.451660
	Iteration 5F: 3 clusters Score -3514265 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3515008.500000 Penalty: 5044.451660
	Iteration 6F: 3 clusters Score -3515008 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3515911.500000 Penalty: 5044.451660
	Iteration 7F: 3 clusters Score -3515912 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3516959.500000 Penalty: 5044.451660
	Iteration 8F: 3 clusters Score -3516960 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3518044.750000 Penalty: 5044.451660
	Iteration 9F: 3 clusters Score -3518045 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3519085.000000 Penalty: 5044.451660
	Iteration 10Q: 3 clusters Score -3519085 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3519810.750000 Penalty: 5044.451660
	Iteration 11Q: 3 clusters Score -3519811 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3520235.750000 Penalty: 5044.451660
	Iteration 12Q: 3 clusters Score -3520236 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3520455.500000 Penalty: 5044.451660
	Iteration 13Q: 3 clusters Score -3520456 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3520593.000000 Penalty: 5044.451660
	Iteration 14Q: 3 clusters Score -3520593 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3520695.250000 Penalty: 5044.451660
	Iteration 15Q: 3 clusters Score -3520695 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3520780.000000 Penalty: 5044.451660
	Iteration 16Q: 3 clusters Score -3520780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3520865.500000 Penalty: 5044.451660
	Iteration 17Q: 3 clusters Score -3520866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3520956.000000 Penalty: 5044.451660
	Iteration 18Q: 3 clusters Score -3520956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3521009.250000 Penalty: 5044.451660
	Iteration 19Q: 3 clusters Score -3521009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3521063.750000 Penalty: 5044.451660
	Iteration 20F: 3 clusters Score -3521064 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3521132.000000 Penalty: 5044.451660
	Iteration 21Q: 3 clusters Score -3521132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3521189.250000 Penalty: 5044.451660
	Iteration 22Q: 3 clusters Score -3521189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3521254.500000 Penalty: 5044.451660
	Iteration 23Q: 3 clusters Score -3521254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3521326.500000 Penalty: 5044.451660
	Iteration 24Q: 3 clusters Score -3521326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3521369.750000 Penalty: 5044.451660
	Iteration 25Q: 3 clusters Score -3521370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3521406.500000 Penalty: 5044.451660
	Iteration 26Q: 3 clusters Score -3521406 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3521440.750000 Penalty: 5044.451660
	Iteration 27Q: 3 clusters Score -3521441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3521471.750000 Penalty: 5044.451660
	Iteration 28Q: 3 clusters Score -3521472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3521502.000000 Penalty: 5044.451660
	Iteration 29Q: 3 clusters Score -3521502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3521515.000000 Penalty: 5044.451660
	Iteration 30Q: 3 clusters Score -3521515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3521539.500000 Penalty: 5044.451660
	Iteration 31Q: 3 clusters Score -3521540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3521551.000000 Penalty: 5044.451660
	Iteration 32Q: 3 clusters Score -3521551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3521577.000000 Penalty: 5044.451660
	Iteration 33Q: 3 clusters Score -3521577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3521607.000000 Penalty: 5044.451660
	Iteration 34Q: 3 clusters Score -3521607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3521623.000000 Penalty: 5044.451660
	Iteration 35Q: 3 clusters Score -3521623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3521652.250000 Penalty: 5044.451660
	Iteration 36Q: 3 clusters Score -3521652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3521673.250000 Penalty: 5044.451660
	Iteration 37Q: 3 clusters Score -3521673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3521689.250000 Penalty: 5044.451660
	Iteration 38Q: 3 clusters Score -3521689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3521699.250000 Penalty: 5044.451660
	Iteration 39Q: 3 clusters Score -3521699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3521712.000000 Penalty: 5044.451660
	Iteration 40F: 3 clusters Score -3521712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3521718.000000 Penalty: 5044.451660
	Iteration 41Q: 3 clusters Score -3521718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3521732.000000 Penalty: 5044.451660
	Iteration 42Q: 3 clusters Score -3521732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3521737.500000 Penalty: 5044.451660
	Iteration 43Q: 3 clusters Score -3521738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3521753.500000 Penalty: 5044.451660
	Iteration 44Q: 3 clusters Score -3521754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3521760.250000 Penalty: 5044.451660
	Iteration 45Q: 3 clusters Score -3521760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3521775.500000 Penalty: 5044.451660
	Iteration 46Q: 3 clusters Score -3521776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3521791.250000 Penalty: 5044.451660
	Iteration 47Q: 3 clusters Score -3521791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3521792.000000 Penalty: 5044.451660
	Iteration 48Q: 3 clusters Score -3521792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3521802.500000 Penalty: 5044.451660
	Iteration 49Q: 3 clusters Score -3521802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3521809.250000 Penalty: 5044.451660
	Iteration 50Q: 3 clusters Score -3521809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3521812.500000 Penalty: 5044.451660
	Iteration 51Q: 3 clusters Score -3521812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3521822.500000 Penalty: 5044.451660
	Iteration 52Q: 3 clusters Score -3521822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3521826.500000 Penalty: 5044.451660
	Iteration 53Q: 3 clusters Score -3521826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3521822.500000 Penalty: 5044.451660
	Iteration 54Q: 3 clusters Score -3521822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3521828.250000 Penalty: 5044.451660
	Iteration 55Q: 3 clusters Score -3521828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3521830.500000 Penalty: 5044.451660
	Iteration 56Q: 3 clusters Score -3521830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3521836.250000 Penalty: 5044.451660
	Iteration 57Q: 3 clusters Score -3521836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3521839.500000 Penalty: 5044.451660
	Iteration 58Q: 3 clusters Score -3521840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3521843.000000 Penalty: 5044.451660
	Iteration 59Q: 3 clusters Score -3521843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3521847.500000 Penalty: 5044.451660
	Iteration 60F: 3 clusters Score -3521848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3521849.500000 Penalty: 5044.451660
	Iteration 61Q: 3 clusters Score -3521850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3521854.250000 Penalty: 5044.451660
	Iteration 62Q: 3 clusters Score -3521854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3521853.750000 Penalty: 5044.451660
	Iteration 63Q: 3 clusters Score -3521854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3521857.000000 Penalty: 5044.451660
	Iteration 64Q: 3 clusters Score -3521857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3521854.000000 Penalty: 5044.451660
	Iteration 65Q: 3 clusters Score -3521854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3521859.000000 Penalty: 5044.451660
	Iteration 66Q: 3 clusters Score -3521859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3521859.750000 Penalty: 5044.451660
	Iteration 67Q: 3 clusters Score -3521860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3521859.750000 Penalty: 5044.451660
	Iteration 68F: 3 clusters Score -3521860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -82605.187500 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -82605.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80941.640625 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -80941.64 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81242.898438 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -81242.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81459.492188 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -81459.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81663.531250 Penalty: 3253.569092
	Iteration 3F: 3 clusters Score -81663.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81817.046875 Penalty: 3253.569092
	Iteration 4F: 3 clusters Score -81817.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81999.101562 Penalty: 3253.569092
	Iteration 5F: 3 clusters Score -81999.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82106.625000 Penalty: 3253.569092
	Iteration 6F: 3 clusters Score -82106.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82200.867188 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -82200.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82246.492188 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -82246.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82277.109375 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -82277.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82299.445312 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -82299.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82316.164062 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -82316.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82324.812500 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -82324.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82326.812500 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -82326.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82326.812500 Penalty: 3253.569092
	Iteration 14F: 3 clusters Score -82326.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Entering Unmasked Estep 
Score: -4394703.500000 Penalty: 2573.986084
	Iteration 0F: 2 clusters Score -4394704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4372797.000000 Penalty: 5147.972168
	Iteration 0F: 3 clusters Score -4372797 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4380778.000000 Penalty: 5147.972168
	Iteration 1F: 3 clusters Score -4380778 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4381246.500000 Penalty: 5147.972168
	Iteration 2Q: 3 clusters Score -4381246 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -4381692.000000 Penalty: 5147.972168
	Iteration 3Q: 3 clusters Score -4381692 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4382130.000000 Penalty: 5147.972168
	Iteration 4Q: 3 clusters Score -4382130 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4382609.000000 Penalty: 5147.972168
	Iteration 5Q: 3 clusters Score -4382609 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4383159.500000 Penalty: 5147.972168
	Iteration 6Q: 3 clusters Score -4383160 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4383746.500000 Penalty: 5147.972168
	Iteration 7Q: 3 clusters Score -4383746 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4384474.000000 Penalty: 5147.972168
	Iteration 8Q: 3 clusters Score -4384474 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4385291.000000 Penalty: 5147.972168
	Iteration 9Q: 3 clusters Score -4385291 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4386123.500000 Penalty: 5147.972168
	Iteration 10Q: 3 clusters Score -4386124 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -4386979.500000 Penalty: 5147.972168
	Iteration 11Q: 3 clusters Score -4386980 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4387728.000000 Penalty: 5147.972168
	Iteration 12Q: 3 clusters Score -4387728 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4388331.500000 Penalty: 5147.972168
	Iteration 13Q: 3 clusters Score -4388332 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4388740.500000 Penalty: 5147.972168
	Iteration 14Q: 3 clusters Score -4388740 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4389061.000000 Penalty: 5147.972168
	Iteration 15Q: 3 clusters Score -4389061 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4389299.500000 Penalty: 5147.972168
	Iteration 16Q: 3 clusters Score -4389300 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -4389549.000000 Penalty: 5147.972168
	Iteration 17Q: 3 clusters Score -4389549 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4389758.000000 Penalty: 5147.972168
	Iteration 18Q: 3 clusters Score -4389758 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4389942.500000 Penalty: 5147.972168
	Iteration 19Q: 3 clusters Score -4389942 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4390137.500000 Penalty: 5147.972168
	Iteration 20F: 3 clusters Score -4390138 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4390344.500000 Penalty: 5147.972168
	Iteration 21Q: 3 clusters Score -4390344 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4390532.000000 Penalty: 5147.972168
	Iteration 22Q: 3 clusters Score -4390532 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4390724.000000 Penalty: 5147.972168
	Iteration 23Q: 3 clusters Score -4390724 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4390924.500000 Penalty: 5147.972168
	Iteration 24Q: 3 clusters Score -4390924 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4391132.500000 Penalty: 5147.972168
	Iteration 25Q: 3 clusters Score -4391132 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4391328.000000 Penalty: 5147.972168
	Iteration 26Q: 3 clusters Score -4391328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4391497.000000 Penalty: 5147.972168
	Iteration 27Q: 3 clusters Score -4391497 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4391620.000000 Penalty: 5147.972168
	Iteration 28Q: 3 clusters Score -4391620 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4391734.500000 Penalty: 5147.972168
	Iteration 29Q: 3 clusters Score -4391734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4391826.500000 Penalty: 5147.972168
	Iteration 30Q: 3 clusters Score -4391826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4391916.000000 Penalty: 5147.972168
	Iteration 31Q: 3 clusters Score -4391916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4391979.500000 Penalty: 5147.972168
	Iteration 32Q: 3 clusters Score -4391980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4392022.500000 Penalty: 5147.972168
	Iteration 33Q: 3 clusters Score -4392022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4392070.000000 Penalty: 5147.972168
	Iteration 34Q: 3 clusters Score -4392070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4392092.000000 Penalty: 5147.972168
	Iteration 35Q: 3 clusters Score -4392092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4392148.000000 Penalty: 5147.972168
	Iteration 36Q: 3 clusters Score -4392148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4392185.500000 Penalty: 5147.972168
	Iteration 37Q: 3 clusters Score -4392186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4392212.000000 Penalty: 5147.972168
	Iteration 38Q: 3 clusters Score -4392212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4392239.000000 Penalty: 5147.972168
	Iteration 39Q: 3 clusters Score -4392239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4392267.000000 Penalty: 5147.972168
	Iteration 40F: 3 clusters Score -4392267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4392297.500000 Penalty: 5147.972168
	Iteration 41Q: 3 clusters Score -4392298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4392328.000000 Penalty: 5147.972168
	Iteration 42Q: 3 clusters Score -4392328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4392347.000000 Penalty: 5147.972168
	Iteration 43Q: 3 clusters Score -4392347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4392364.000000 Penalty: 5147.972168
	Iteration 44Q: 3 clusters Score -4392364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4392367.000000 Penalty: 5147.972168
	Iteration 45Q: 3 clusters Score -4392367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4392389.500000 Penalty: 5147.972168
	Iteration 46Q: 3 clusters Score -4392390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4392397.000000 Penalty: 5147.972168
	Iteration 47Q: 3 clusters Score -4392397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4392407.500000 Penalty: 5147.972168
	Iteration 48Q: 3 clusters Score -4392408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4392412.500000 Penalty: 5147.972168
	Iteration 49Q: 3 clusters Score -4392412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4392416.000000 Penalty: 5147.972168
	Iteration 50Q: 3 clusters Score -4392416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4392416.500000 Penalty: 5147.972168
	Iteration 51Q: 3 clusters Score -4392416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4392416.000000 Penalty: 5147.972168
	Iteration 52Q: 3 clusters Score -4392416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4392427.500000 Penalty: 5147.972168
	Iteration 53Q: 3 clusters Score -4392428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4392426.500000 Penalty: 5147.972168
	Iteration 54Q: 3 clusters Score -4392426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4392426.000000 Penalty: 5147.972168
	Iteration 55Q: 3 clusters Score -4392426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4392431.500000 Penalty: 5147.972168
	Iteration 56Q: 3 clusters Score -4392432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4392435.000000 Penalty: 5147.972168
	Iteration 57Q: 3 clusters Score -4392435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4392437.000000 Penalty: 5147.972168
	Iteration 58Q: 3 clusters Score -4392437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4392437.500000 Penalty: 5147.972168
	Iteration 59Q: 3 clusters Score -4392438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4392442.500000 Penalty: 5147.972168
	Iteration 60F: 3 clusters Score -4392442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4392447.500000 Penalty: 5147.972168
	Iteration 61Q: 3 clusters Score -4392448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4392447.500000 Penalty: 5147.972168
	Iteration 62Q: 3 clusters Score -4392448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4392455.000000 Penalty: 5147.972168
	Iteration 63Q: 3 clusters Score -4392455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4392452.500000 Penalty: 5147.972168
	Iteration 64Q: 3 clusters Score -4392452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4392459.000000 Penalty: 5147.972168
	Iteration 65Q: 3 clusters Score -4392459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4392461.500000 Penalty: 5147.972168
	Iteration 66Q: 3 clusters Score -4392462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4392460.500000 Penalty: 5147.972168
	Iteration 67Q: 3 clusters Score -4392460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4392458.500000 Penalty: 5147.972168
	Iteration 68Q: 3 clusters Score -4392458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4392460.000000 Penalty: 5147.972168
	Iteration 69Q: 3 clusters Score -4392460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4392472.000000 Penalty: 5147.972168
	Iteration 70Q: 3 clusters Score -4392472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4392478.500000 Penalty: 5147.972168
	Iteration 71Q: 3 clusters Score -4392478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4392490.000000 Penalty: 5147.972168
	Iteration 72Q: 3 clusters Score -4392490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4392505.000000 Penalty: 5147.972168
	Iteration 73Q: 3 clusters Score -4392505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4392509.500000 Penalty: 5147.972168
	Iteration 74Q: 3 clusters Score -4392510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4392518.000000 Penalty: 5147.972168
	Iteration 75Q: 3 clusters Score -4392518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4392517.500000 Penalty: 5147.972168
	Iteration 76Q: 3 clusters Score -4392518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4392521.000000 Penalty: 5147.972168
	Iteration 77Q: 3 clusters Score -4392521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4392525.000000 Penalty: 5147.972168
	Iteration 78Q: 3 clusters Score -4392525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4392523.000000 Penalty: 5147.972168
	Iteration 79Q: 3 clusters Score -4392523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4392520.500000 Penalty: 5147.972168
	Iteration 80F: 3 clusters Score -4392520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4392520.000000 Penalty: 5147.972168
	Iteration 81Q: 3 clusters Score -4392520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4392519.500000 Penalty: 5147.972168
	Iteration 82Q: 3 clusters Score -4392520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4392527.500000 Penalty: 5147.972168
	Iteration 83Q: 3 clusters Score -4392528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4392530.500000 Penalty: 5147.972168
	Iteration 84Q: 3 clusters Score -4392530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4392533.000000 Penalty: 5147.972168
	Iteration 85Q: 3 clusters Score -4392533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4392528.000000 Penalty: 5147.972168
	Iteration 86Q: 3 clusters Score -4392528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4392532.000000 Penalty: 5147.972168
	Iteration 87Q: 3 clusters Score -4392532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4392536.000000 Penalty: 5147.972168
	Iteration 88Q: 3 clusters Score -4392536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4392540.500000 Penalty: 5147.972168
	Iteration 89Q: 3 clusters Score -4392540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4392547.000000 Penalty: 5147.972168
	Iteration 90Q: 3 clusters Score -4392547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4392547.500000 Penalty: 5147.972168
	Iteration 91Q: 3 clusters Score -4392548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4392553.500000 Penalty: 5147.972168
	Iteration 92Q: 3 clusters Score -4392554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4392550.500000 Penalty: 5147.972168
	Iteration 93Q: 3 clusters Score -4392550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4392550.500000 Penalty: 5147.972168
	Iteration 94F: 3 clusters Score -4392550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Entering Unmasked Estep 
Score: -831907.375000 Penalty: 2166.011230
	Iteration 0F: 2 clusters Score -831907.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -826671.187500 Penalty: 4332.022461
	Iteration 0F: 3 clusters Score -826671.2 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -828057.250000 Penalty: 4332.022461
	Iteration 1F: 3 clusters Score -828057.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -828269.062500 Penalty: 4332.022461
	Iteration 2F: 3 clusters Score -828269.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -828381.750000 Penalty: 4332.022461
	Iteration 3Q: 3 clusters Score -828381.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -828471.125000 Penalty: 4332.022461
	Iteration 4Q: 3 clusters Score -828471.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -828529.187500 Penalty: 4332.022461
	Iteration 5Q: 3 clusters Score -828529.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -828571.125000 Penalty: 4332.022461
	Iteration 6Q: 3 clusters Score -828571.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -828606.250000 Penalty: 4332.022461
	Iteration 7Q: 3 clusters Score -828606.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -828634.187500 Penalty: 4332.022461
	Iteration 8Q: 3 clusters Score -828634.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -828657.250000 Penalty: 4332.022461
	Iteration 9Q: 3 clusters Score -828657.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -828680.500000 Penalty: 4332.022461
	Iteration 10Q: 3 clusters Score -828680.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -828703.250000 Penalty: 4332.022461
	Iteration 11Q: 3 clusters Score -828703.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -828717.625000 Penalty: 4332.022461
	Iteration 12Q: 3 clusters Score -828717.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -828731.937500 Penalty: 4332.022461
	Iteration 13Q: 3 clusters Score -828731.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -828749.187500 Penalty: 4332.022461
	Iteration 14Q: 3 clusters Score -828749.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -828767.187500 Penalty: 4332.022461
	Iteration 15Q: 3 clusters Score -828767.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -828786.000000 Penalty: 4332.022461
	Iteration 16Q: 3 clusters Score -828786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -828808.687500 Penalty: 4332.022461
	Iteration 17Q: 3 clusters Score -828808.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -828831.500000 Penalty: 4332.022461
	Iteration 18Q: 3 clusters Score -828831.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -828858.687500 Penalty: 4332.022461
	Iteration 19Q: 3 clusters Score -828858.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -828876.437500 Penalty: 4332.022461
	Iteration 20F: 3 clusters Score -828876.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -828891.187500 Penalty: 4332.022461
	Iteration 21Q: 3 clusters Score -828891.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -828903.437500 Penalty: 4332.022461
	Iteration 22Q: 3 clusters Score -828903.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -828910.125000 Penalty: 4332.022461
	Iteration 23Q: 3 clusters Score -828910.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -828922.875000 Penalty: 4332.022461
	Iteration 24Q: 3 clusters Score -828922.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -828936.062500 Penalty: 4332.022461
	Iteration 25Q: 3 clusters Score -828936.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -828953.062500 Penalty: 4332.022461
	Iteration 26Q: 3 clusters Score -828953.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -828966.875000 Penalty: 4332.022461
	Iteration 27Q: 3 clusters Score -828966.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -828992.187500 Penalty: 4332.022461
	Iteration 28Q: 3 clusters Score -828992.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -829022.187500 Penalty: 4332.022461
	Iteration 29Q: 3 clusters Score -829022.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -829069.062500 Penalty: 4332.022461
	Iteration 30Q: 3 clusters Score -829069.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -829124.812500 Penalty: 4332.022461
	Iteration 31Q: 3 clusters Score -829124.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -829187.812500 Penalty: 4332.022461
	Iteration 32Q: 3 clusters Score -829187.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -829256.062500 Penalty: 4332.022461
	Iteration 33Q: 3 clusters Score -829256.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -829314.750000 Penalty: 4332.022461
	Iteration 34Q: 3 clusters Score -829314.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -829378.812500 Penalty: 4332.022461
	Iteration 35Q: 3 clusters Score -829378.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -829456.562500 Penalty: 4332.022461
	Iteration 36Q: 3 clusters Score -829456.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -829520.437500 Penalty: 4332.022461
	Iteration 37Q: 3 clusters Score -829520.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -829569.062500 Penalty: 4332.022461
	Iteration 38Q: 3 clusters Score -829569.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -829607.875000 Penalty: 4332.022461
	Iteration 39Q: 3 clusters Score -829607.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -829634.125000 Penalty: 4332.022461
	Iteration 40F: 3 clusters Score -829634.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -829658.562500 Penalty: 4332.022461
	Iteration 41Q: 3 clusters Score -829658.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -829674.500000 Penalty: 4332.022461
	Iteration 42Q: 3 clusters Score -829674.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -829686.125000 Penalty: 4332.022461
	Iteration 43Q: 3 clusters Score -829686.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -829695.187500 Penalty: 4332.022461
	Iteration 44Q: 3 clusters Score -829695.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -829704.000000 Penalty: 4332.022461
	Iteration 45Q: 3 clusters Score -829704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -829714.875000 Penalty: 4332.022461
	Iteration 46Q: 3 clusters Score -829714.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -829726.187500 Penalty: 4332.022461
	Iteration 47Q: 3 clusters Score -829726.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -829741.312500 Penalty: 4332.022461
	Iteration 48Q: 3 clusters Score -829741.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -829756.812500 Penalty: 4332.022461
	Iteration 49Q: 3 clusters Score -829756.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -829765.250000 Penalty: 4332.022461
	Iteration 50Q: 3 clusters Score -829765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -829770.000000 Penalty: 4332.022461
	Iteration 51Q: 3 clusters Score -829770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -829777.312500 Penalty: 4332.022461
	Iteration 52Q: 3 clusters Score -829777.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -829783.250000 Penalty: 4332.022461
	Iteration 53Q: 3 clusters Score -829783.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -829790.750000 Penalty: 4332.022461
	Iteration 54Q: 3 clusters Score -829790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -829792.375000 Penalty: 4332.022461
	Iteration 55Q: 3 clusters Score -829792.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -829794.062500 Penalty: 4332.022461
	Iteration 56Q: 3 clusters Score -829794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -829796.625000 Penalty: 4332.022461
	Iteration 57Q: 3 clusters Score -829796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -829797.250000 Penalty: 4332.022461
	Iteration 58Q: 3 clusters Score -829797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -829799.437500 Penalty: 4332.022461
	Iteration 59Q: 3 clusters Score -829799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -829801.937500 Penalty: 4332.022461
	Iteration 60F: 3 clusters Score -829801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -829802.812500 Penalty: 4332.022461
	Iteration 61Q: 3 clusters Score -829802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -829805.437500 Penalty: 4332.022461
	Iteration 62Q: 3 clusters Score -829805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -829806.562500 Penalty: 4332.022461
	Iteration 63Q: 3 clusters Score -829806.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -829809.062500 Penalty: 4332.022461
	Iteration 64Q: 3 clusters Score -829809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -829811.312500 Penalty: 4332.022461
	Iteration 65Q: 3 clusters Score -829811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -829813.375000 Penalty: 4332.022461
	Iteration 66Q: 3 clusters Score -829813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -829812.687500 Penalty: 4332.022461
	Iteration 67Q: 3 clusters Score -829812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -829812.687500 Penalty: 4332.022461
	Iteration 68Q: 3 clusters Score -829812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -829812.687500 Penalty: 4332.022461
	Iteration 69F: 3 clusters Score -829812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Entering Unmasked Estep 
Score: -18295172.000000 Penalty: 2932.625977
	Iteration 0F: 2 clusters Score -1.829517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -18218430.000000 Penalty: 5865.251953
	Iteration 0F: 3 clusters Score -1.821843e+07 nChanged 65139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -18256108.000000 Penalty: 5865.251953
	Iteration 1F: 3 clusters Score -1.825611e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -18256888.000000 Penalty: 5865.251953
	Iteration 2Q: 3 clusters Score -1.825689e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -18258042.000000 Penalty: 5865.251953
	Iteration 3Q: 3 clusters Score -1.825804e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -18259750.000000 Penalty: 5865.251953
	Iteration 4Q: 3 clusters Score -1.825975e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -18262780.000000 Penalty: 5865.251953
	Iteration 5Q: 3 clusters Score -1.826278e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -18268332.000000 Penalty: 5865.251953
	Iteration 6F: 3 clusters Score -1.826833e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -18277284.000000 Penalty: 5865.251953
	Iteration 7F: 3 clusters Score -1.827728e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -18284510.000000 Penalty: 5865.251953
	Iteration 8F: 3 clusters Score -1.828451e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127898 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -18288578.000000 Penalty: 5865.251953
	Iteration 9F: 3 clusters Score -1.828858e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -18290794.000000 Penalty: 5865.251953
	Iteration 10Q: 3 clusters Score -1.829079e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -18291796.000000 Penalty: 5865.251953
	Iteration 11Q: 3 clusters Score -1.82918e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135165 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18292224.000000 Penalty: 5865.251953
	Iteration 12Q: 3 clusters Score -1.829222e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18292416.000000 Penalty: 5865.251953
	Iteration 13Q: 3 clusters Score -1.829242e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135652 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -18292572.000000 Penalty: 5865.251953
	Iteration 14Q: 3 clusters Score -1.829257e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135733 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18292662.000000 Penalty: 5865.251953
	Iteration 15Q: 3 clusters Score -1.829266e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -18292730.000000 Penalty: 5865.251953
	Iteration 16Q: 3 clusters Score -1.829273e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135804 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -18292760.000000 Penalty: 5865.251953
	Iteration 17Q: 3 clusters Score -1.829276e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -18292796.000000 Penalty: 5865.251953
	Iteration 18Q: 3 clusters Score -1.82928e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18292814.000000 Penalty: 5865.251953
	Iteration 19Q: 3 clusters Score -1.829281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18292818.000000 Penalty: 5865.251953
	Iteration 20F: 3 clusters Score -1.829282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -18292820.000000 Penalty: 5865.251953
	Iteration 21Q: 3 clusters Score -1.829282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -18292810.000000 Penalty: 5865.251953
	Iteration 22Q: 3 clusters Score -1.829281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18292842.000000 Penalty: 5865.251953
	Iteration 23Q: 3 clusters Score -1.829284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135847 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18292860.000000 Penalty: 5865.251953
	Iteration 24Q: 3 clusters Score -1.829286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -18292878.000000 Penalty: 5865.251953
	Iteration 25Q: 3 clusters Score -1.829288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135856 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18292876.000000 Penalty: 5865.251953
	Iteration 26Q: 3 clusters Score -1.829288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135860 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18292892.000000 Penalty: 5865.251953
	Iteration 27Q: 3 clusters Score -1.829289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18292878.000000 Penalty: 5865.251953
	Iteration 28Q: 3 clusters Score -1.829288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135872 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18292900.000000 Penalty: 5865.251953
	Iteration 29Q: 3 clusters Score -1.82929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135878 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18292898.000000 Penalty: 5865.251953
	Iteration 30Q: 3 clusters Score -1.82929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135876 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18292906.000000 Penalty: 5865.251953
	Iteration 31Q: 3 clusters Score -1.829291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18292908.000000 Penalty: 5865.251953
	Iteration 32Q: 3 clusters Score -1.829291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135873 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18292924.000000 Penalty: 5865.251953
	Iteration 33Q: 3 clusters Score -1.829292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135871 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18292934.000000 Penalty: 5865.251953
	Iteration 34Q: 3 clusters Score -1.829293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -18292948.000000 Penalty: 5865.251953
	Iteration 35Q: 3 clusters Score -1.829295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -18292944.000000 Penalty: 5865.251953
	Iteration 36Q: 3 clusters Score -1.829294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135881 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -18292956.000000 Penalty: 5865.251953
	Iteration 37Q: 3 clusters Score -1.829296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18292960.000000 Penalty: 5865.251953
	Iteration 38Q: 3 clusters Score -1.829296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18292960.000000 Penalty: 5865.251953
	Iteration 39Q: 3 clusters Score -1.829296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18292950.000000 Penalty: 5865.251953
	Iteration 40F: 3 clusters Score -1.829295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18292964.000000 Penalty: 5865.251953
	Iteration 41Q: 3 clusters Score -1.829296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18292958.000000 Penalty: 5865.251953
	Iteration 42Q: 3 clusters Score -1.829296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18292958.000000 Penalty: 5865.251953
	Iteration 43F: 3 clusters Score -1.829296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -410774.250000 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -410774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -407410.125000 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -407410.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408120.718750 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -408120.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408298.656250 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -408298.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -408399.968750 Penalty: 3988.061768
	Iteration 3Q: 3 clusters Score -408400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -408472.250000 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -408472.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -408557.125000 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -408557.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -408651.750000 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -408651.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -408770.875000 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -408770.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -408884.000000 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -408884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -409011.343750 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -409011.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409151.875000 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -409151.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -409282.375000 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -409282.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -409395.031250 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -409395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -409484.406250 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -409484.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409545.750000 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -409545.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -409588.843750 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -409588.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -409618.031250 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -409618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -409637.593750 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -409637.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -409648.500000 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -409648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -409654.718750 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -409654.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -409660.531250 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -409660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -409662.937500 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -409662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -409667.843750 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -409667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -409670.718750 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -409670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -409673.968750 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -409674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -409679.125000 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -409679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -409680.031250 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -409680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -409681.781250 Penalty: 3988.061768
	Iteration 27Q: 3 clusters Score -409681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -409684.281250 Penalty: 3988.061768
	Iteration 28Q: 3 clusters Score -409684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -409685.062500 Penalty: 3988.061768
	Iteration 29Q: 3 clusters Score -409685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -409687.093750 Penalty: 3988.061768
	Iteration 30Q: 3 clusters Score -409687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -409688.750000 Penalty: 3988.061768
	Iteration 31Q: 3 clusters Score -409688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -409688.687500 Penalty: 3988.061768
	Iteration 32Q: 3 clusters Score -409688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -409688.687500 Penalty: 3988.061768
	Iteration 33F: 3 clusters Score -409688.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66978.695312 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66978.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67327.976562 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67327.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67529.296875 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67529.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67686.906250 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -67686.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67811.976562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67811.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67892.703125 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67892.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67956.312500 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67956.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68001.343750 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -68001.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68038.632812 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -68038.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68049.320312 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -68049.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68049.320312 Penalty: 3174.527832
	Iteration 10F: 3 clusters Score -68049.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -1051924.500000 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -1051924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1045615.187500 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -1045615 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1047254.187500 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -1047254 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1047504.812500 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -1047505 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1047697.062500 Penalty: 4443.499512
	Iteration 3Q: 3 clusters Score -1047697 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1047900.375000 Penalty: 4443.499512
	Iteration 4Q: 3 clusters Score -1047900 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1048139.687500 Penalty: 4443.499512
	Iteration 5Q: 3 clusters Score -1048140 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1048457.875000 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -1048458 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1049019.750000 Penalty: 4443.499512
	Iteration 7F: 3 clusters Score -1049020 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1049684.500000 Penalty: 4443.499512
	Iteration 8F: 3 clusters Score -1049684 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1050233.000000 Penalty: 4443.499512
	Iteration 9F: 3 clusters Score -1050233 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1050617.875000 Penalty: 4443.499512
	Iteration 10F: 3 clusters Score -1050618 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1050830.875000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -1050831 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1050940.125000 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -1050940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1050999.875000 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -1051000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1051028.125000 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -1051028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1051047.375000 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -1051047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1051060.375000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -1051060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1051067.000000 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -1051067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1051070.500000 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -1051070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1051071.375000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -1051071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1051072.000000 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -1051072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1051072.750000 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -1051073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1051072.750000 Penalty: 4443.499512
	Iteration 22F: 3 clusters Score -1051073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Entering Unmasked Estep 
Score: -19933532.000000 Penalty: 2953.147949
	Iteration 0F: 2 clusters Score -1.993353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -19846172.000000 Penalty: 5906.295898
	Iteration 0F: 3 clusters Score -1.984617e+07 nChanged 70752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -19887824.000000 Penalty: 5906.295898
	Iteration 1F: 3 clusters Score -1.988782e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -19889360.000000 Penalty: 5906.295898
	Iteration 2Q: 3 clusters Score -1.988936e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -19891956.000000 Penalty: 5906.295898
	Iteration 3Q: 3 clusters Score -1.989196e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -19896644.000000 Penalty: 5906.295898
	Iteration 4F: 3 clusters Score -1.989664e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -19904380.000000 Penalty: 5906.295898
	Iteration 5F: 3 clusters Score -1.990438e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -19915378.000000 Penalty: 5906.295898
	Iteration 6F: 3 clusters Score -1.991538e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -19926552.000000 Penalty: 5906.295898
	Iteration 7F: 3 clusters Score -1.992655e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -19932846.000000 Penalty: 5906.295898
	Iteration 8F: 3 clusters Score -1.993285e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -19934404.000000 Penalty: 5906.295898
	Iteration 9Q: 3 clusters Score -1.99344e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123698 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -19934596.000000 Penalty: 5906.295898
	Iteration 10Q: 3 clusters Score -1.99346e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -19934042.000000 Penalty: 5906.295898
	Iteration 11Q: 3 clusters Score -1.993404e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134162 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -19933268.000000 Penalty: 5906.295898
	Iteration 12Q: 3 clusters Score -1.993327e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -19932498.000000 Penalty: 5906.295898
	Iteration 13Q: 3 clusters Score -1.99325e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -19931798.000000 Penalty: 5906.295898
	Iteration 14Q: 3 clusters Score -1.99318e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -19931104.000000 Penalty: 5906.295898
	Iteration 15Q: 3 clusters Score -1.99311e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -19930956.000000 Penalty: 5906.295898
	Iteration 16Q: 3 clusters Score -1.993096e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19930838.000000 Penalty: 5906.295898
	Iteration 17Q: 3 clusters Score -1.993084e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146847 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19930854.000000 Penalty: 5906.295898
	Iteration 18Q: 3 clusters Score -1.993085e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146960 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19930800.000000 Penalty: 5906.295898
	Iteration 19Q: 3 clusters Score -1.99308e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19931354.000000 Penalty: 5906.295898
	Iteration 20F: 3 clusters Score -1.993135e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19931130.000000 Penalty: 5906.295898
	Iteration 21Q: 3 clusters Score -1.993113e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19931086.000000 Penalty: 5906.295898
	Iteration 22Q: 3 clusters Score -1.993109e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148127 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19931092.000000 Penalty: 5906.295898
	Iteration 23Q: 3 clusters Score -1.993109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148166 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19931084.000000 Penalty: 5906.295898
	Iteration 24Q: 3 clusters Score -1.993108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19931092.000000 Penalty: 5906.295898
	Iteration 25Q: 3 clusters Score -1.993109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19931100.000000 Penalty: 5906.295898
	Iteration 26Q: 3 clusters Score -1.99311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19931134.000000 Penalty: 5906.295898
	Iteration 27Q: 3 clusters Score -1.993113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19931142.000000 Penalty: 5906.295898
	Iteration 28Q: 3 clusters Score -1.993114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19931142.000000 Penalty: 5906.295898
	Iteration 29Q: 3 clusters Score -1.993114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19931142.000000 Penalty: 5906.295898
	Iteration 30Q: 3 clusters Score -1.993114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19931152.000000 Penalty: 5906.295898
	Iteration 31Q: 3 clusters Score -1.993115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19931176.000000 Penalty: 5906.295898
	Iteration 32Q: 3 clusters Score -1.993118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19931160.000000 Penalty: 5906.295898
	Iteration 33Q: 3 clusters Score -1.993116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19931168.000000 Penalty: 5906.295898
	Iteration 34Q: 3 clusters Score -1.993117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19931168.000000 Penalty: 5906.295898
	Iteration 35F: 3 clusters Score -1.993117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26695.152344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26695.15 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 170 members 
Entering Unmasked Estep 
Score: -25586.902344 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25586.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25990.580078 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25990.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26294.140625 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -26294.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26561.560547 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26561.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26662.953125 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26662.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26722.937500 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26722.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26753.494141 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26753.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26770.255859 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26770.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26805.066406 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -26805.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26814.816406 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -26814.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26816.498047 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -26816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26898.080078 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -26898.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26898.080078 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -26898.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 26115 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32176 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 136640 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 148428 members 
Mstep: Class 21 contains 133 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Mstep: Class 25 contains 173 members 
Entering Unmasked Estep 
Score: -62752752.000000 Penalty: 81056.015625
Splitting cluster 21 changes total score from -62754268.000000 to -62752752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -14370.658203 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -14370.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13482.059570 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -13482.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13491.689453 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -13491.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13491.689453 Penalty: 2390.859619
	Iteration 2F: 3 clusters Score -13491.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 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 273 members 
Entering Unmasked Estep 
Score: -63221.082031 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63221.08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63524.949219 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63524.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63780.066406 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63780.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63977.199219 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -63977.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64213.968750 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -64213.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64477.453125 Penalty: 3162.856689
	Iteration 5F: 3 clusters Score -64477.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64751.035156 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -64751.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64876.148438 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -64876.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64922.730469 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64922.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65007.226562 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -65007.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65143.625000 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -65143.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65332.718750 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -65332.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65341.796875 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -65341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65345.265625 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -65345.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65345.265625 Penalty: 3162.856689
	Iteration 14F: 3 clusters Score -65345.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 26115 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32176 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 136640 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 148428 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 295 members 
Mstep: Class 24 contains 667 members 
Mstep: Class 25 contains 293 members 
Entering Unmasked Estep 
Score: -62753228.000000 Penalty: 81056.015625
Splitting cluster 23 changes total score from -62754268.000000 to -62753228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -78070.320312 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -78070.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76414.070312 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -76414.07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76720.421875 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -76720.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76877.328125 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -76877.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77018.273438 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -77018.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77117.609375 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -77117.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77230.507812 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -77230.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77326.351562 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -77326.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77379.562500 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -77379.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77428.578125 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -77428.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77468.726562 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -77468.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77503.031250 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -77503.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77514.710938 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -77514.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77526.125000 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -77526.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77537.140625 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -77537.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77551.335938 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -77551.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77557.507812 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -77557.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77557.507812 Penalty: 3225.383789
	Iteration 16F: 3 clusters Score -77557.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 26115 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32176 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 136640 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 148428 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754404.000000 Penalty: 77813.773438
Iteration 399Q: 25 clusters Score -6.27544e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 23870 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 43134 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 26179 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32240 members 
Mstep: Class 15 contains 5990 members 
Mstep: Class 16 contains 135851 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 149100 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755612.000000 Penalty: 77813.773438
Iteration 400F: 25 clusters Score -6.275561e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 21731 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 23993 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 26233 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 32293 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 136083 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 149703 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755280.000000 Penalty: 77813.773438
Iteration 401Q: 25 clusters Score -6.275528e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21741 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 24118 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 43051 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 26287 members 
Mstep: Class 13 contains 707 members 
Mstep: Class 14 contains 32351 members 
Mstep: Class 15 contains 4200 members 
Mstep: Class 16 contains 136274 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 149955 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755268.000000 Penalty: 77813.773438
Iteration 402Q: 25 clusters Score -6.275527e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 21749 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4998 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 24227 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 26370 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32409 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 136490 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 7971 members 
Mstep: Class 20 contains 150008 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755364.000000 Penalty: 77813.773438
Iteration 403Q: 25 clusters Score -6.275536e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21754 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4980 members 
Mstep: Class 6 contains 5758 members 
Mstep: Class 7 contains 24333 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 43009 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 26417 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32470 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 136671 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 149983 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755388.000000 Penalty: 77813.773438
Iteration 404Q: 25 clusters Score -6.275539e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21766 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 6 contains 5762 members 
Mstep: Class 7 contains 24408 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 42999 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32520 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 136888 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8075 members 
Mstep: Class 20 contains 149887 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755312.000000 Penalty: 77813.773438
Iteration 405Q: 25 clusters Score -6.275531e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21782 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 6 contains 5764 members 
Mstep: Class 7 contains 24487 members 
Mstep: Class 8 contains 4141 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43003 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32567 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 137088 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 149725 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755232.000000 Penalty: 77813.773438
Iteration 406Q: 25 clusters Score -6.275523e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21799 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 7 contains 24560 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 42994 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 26534 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32616 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 137272 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 149525 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3165.237305 but Gain 3242.234375
Score: -62755056.000000 Penalty: 74571.539062
Iteration 407Q: 24 clusters Score -6.275506e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4914 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 24708 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 42984 members 
Mstep: Class 11 contains 2595 members 
Mstep: Class 12 contains 26817 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32694 members 
Mstep: Class 16 contains 139084 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 149306 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757068.000000 Penalty: 74571.539062
Iteration 408Q: 24 clusters Score -6.275707e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 21886 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 24785 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 43002 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 12 contains 26838 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32725 members 
Mstep: Class 16 contains 139198 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 20 contains 148988 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756980.000000 Penalty: 74571.539062
Iteration 409Q: 24 clusters Score -6.275698e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 21896 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 24841 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 43041 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 26866 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32758 members 
Mstep: Class 16 contains 139360 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 148639 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756768.000000 Penalty: 74571.539062
Iteration 410Q: 24 clusters Score -6.275677e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4871 members 
Mstep: Class 6 contains 5805 members 
Mstep: Class 7 contains 24895 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43074 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 26886 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32789 members 
Mstep: Class 16 contains 139530 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 148282 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756864.000000 Penalty: 74571.539062
Iteration 411Q: 24 clusters Score -6.275686e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 24952 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 26891 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32818 members 
Mstep: Class 16 contains 139698 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 147916 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756952.000000 Penalty: 74571.539062
Iteration 412Q: 24 clusters Score -6.275695e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 24996 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 43192 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 26890 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32834 members 
Mstep: Class 16 contains 139872 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 147589 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756820.000000 Penalty: 74571.539062
Iteration 413Q: 24 clusters Score -6.275682e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4840 members 
Mstep: Class 6 contains 5813 members 
Mstep: Class 7 contains 25022 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 43261 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 26896 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 32847 members 
Mstep: Class 16 contains 140074 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 147251 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756880.000000 Penalty: 74571.539062
Iteration 414Q: 24 clusters Score -6.275688e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 21908 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 25034 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 43325 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 26890 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32862 members 
Mstep: Class 16 contains 140274 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 146925 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756856.000000 Penalty: 74571.539062
Iteration 415Q: 24 clusters Score -6.275686e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 21910 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 5827 members 
Mstep: Class 7 contains 25046 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 2845 members 
Mstep: Class 10 contains 43413 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 26895 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32875 members 
Mstep: Class 16 contains 140438 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 146595 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756992.000000 Penalty: 74571.539062
Iteration 416Q: 24 clusters Score -6.275699e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 5829 members 
Mstep: Class 7 contains 25058 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 43481 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 26903 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32895 members 
Mstep: Class 16 contains 140548 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 146342 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757116.000000 Penalty: 74571.539062
Iteration 417Q: 24 clusters Score -6.275712e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21913 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 5829 members 
Mstep: Class 7 contains 25075 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 43539 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 26913 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32897 members 
Mstep: Class 16 contains 140689 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 146103 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757316.000000 Penalty: 74571.539062
Iteration 418Q: 24 clusters Score -6.275732e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 25082 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 43594 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 12 contains 26926 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32898 members 
Mstep: Class 16 contains 140808 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 145882 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757368.000000 Penalty: 74571.539062
Iteration 419Q: 24 clusters Score -6.275737e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 5833 members 
Mstep: Class 7 contains 25104 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 43651 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32896 members 
Mstep: Class 16 contains 140951 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8375 members 
Mstep: Class 20 contains 145627 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757424.000000 Penalty: 74571.539062
Iteration 420F: 24 clusters Score -6.275742e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 25116 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 43702 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 26935 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32904 members 
Mstep: Class 16 contains 141062 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 145415 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757472.000000 Penalty: 74571.539062
Iteration 421Q: 24 clusters Score -6.275747e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 21921 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 25129 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 43742 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 26937 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32904 members 
Mstep: Class 16 contains 141170 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8393 members 
Mstep: Class 20 contains 145212 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757544.000000 Penalty: 74571.539062
Iteration 422Q: 24 clusters Score -6.275754e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 21927 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 5833 members 
Mstep: Class 7 contains 25135 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 43772 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 26944 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32900 members 
Mstep: Class 16 contains 141299 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 20 contains 145005 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757520.000000 Penalty: 74571.539062
Iteration 423Q: 24 clusters Score -6.275752e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21923 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 25143 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 43799 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32894 members 
Mstep: Class 16 contains 141385 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8403 members 
Mstep: Class 20 contains 144857 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757648.000000 Penalty: 74571.539062
Iteration 424Q: 24 clusters Score -6.275765e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 21929 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 5833 members 
Mstep: Class 7 contains 25147 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 43823 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 26979 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32894 members 
Mstep: Class 16 contains 141440 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 144718 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757660.000000 Penalty: 74571.539062
Iteration 425Q: 24 clusters Score -6.275766e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21939 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 25157 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 43856 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 26993 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32892 members 
Mstep: Class 16 contains 141513 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8421 members 
Mstep: Class 20 contains 144549 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757824.000000 Penalty: 74571.539062
Iteration 426Q: 24 clusters Score -6.275782e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 21952 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5838 members 
Mstep: Class 7 contains 25163 members 
Mstep: Class 8 contains 4626 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 43881 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 27006 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32889 members 
Mstep: Class 16 contains 141608 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 144368 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757976.000000 Penalty: 74571.539062
Iteration 427Q: 24 clusters Score -6.275798e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 21961 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 43910 members 
Mstep: Class 11 contains 2705 members 
Mstep: Class 12 contains 27024 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32886 members 
Mstep: Class 16 contains 141702 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 144184 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758120.000000 Penalty: 74571.539062
Iteration 428Q: 24 clusters Score -6.275812e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21964 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 25173 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 43932 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 27045 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32880 members 
Mstep: Class 16 contains 141793 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8444 members 
Mstep: Class 20 contains 144006 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758044.000000 Penalty: 74571.539062
Iteration 429Q: 24 clusters Score -6.275804e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 21966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 25175 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 43953 members 
Mstep: Class 11 contains 2714 members 
Mstep: Class 12 contains 27063 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32876 members 
Mstep: Class 16 contains 141907 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8451 members 
Mstep: Class 20 contains 143818 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758032.000000 Penalty: 74571.539062
Iteration 430Q: 24 clusters Score -6.275803e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 21969 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 25180 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 43983 members 
Mstep: Class 11 contains 2720 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32872 members 
Mstep: Class 16 contains 141992 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8459 members 
Mstep: Class 20 contains 143630 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757960.000000 Penalty: 74571.539062
Iteration 431Q: 24 clusters Score -6.275796e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 21977 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 25188 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 44009 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 27101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32861 members 
Mstep: Class 16 contains 142084 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 143450 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757936.000000 Penalty: 74571.539062
Iteration 432Q: 24 clusters Score -6.275794e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21982 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 25197 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 44028 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32853 members 
Mstep: Class 16 contains 142154 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 143289 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758096.000000 Penalty: 74571.539062
Iteration 433Q: 24 clusters Score -6.27581e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 25186 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 44060 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 27120 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32846 members 
Mstep: Class 16 contains 142240 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 20 contains 143138 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758100.000000 Penalty: 74571.539062
Iteration 434Q: 24 clusters Score -6.27581e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21999 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 5850 members 
Mstep: Class 7 contains 25186 members 
Mstep: Class 8 contains 4827 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 44073 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 27118 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32844 members 
Mstep: Class 16 contains 142343 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 142971 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757920.000000 Penalty: 74571.539062
Iteration 435Q: 24 clusters Score -6.275792e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 44088 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 27112 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32840 members 
Mstep: Class 16 contains 142457 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 20 contains 142804 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757976.000000 Penalty: 74571.539062
Iteration 436Q: 24 clusters Score -6.275798e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 22006 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 25179 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 44098 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 27112 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32842 members 
Mstep: Class 16 contains 142569 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8483 members 
Mstep: Class 20 contains 142655 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757936.000000 Penalty: 74571.539062
Iteration 437Q: 24 clusters Score -6.275794e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 22009 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 25180 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 27106 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32847 members 
Mstep: Class 16 contains 142670 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8485 members 
Mstep: Class 20 contains 142516 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757912.000000 Penalty: 74571.539062
Iteration 438Q: 24 clusters Score -6.275791e+07 nChanged 353
Entering ConstructFrom: 
Score: -62757912.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -413912.093750 Penalty: 2008.237183
	Iteration 0F: 2 clusters Score -413912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -410510.656250 Penalty: 4016.474365
	Iteration 0F: 3 clusters Score -410510.7 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -411299.312500 Penalty: 4016.474365
	Iteration 1F: 3 clusters Score -411299.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -411563.500000 Penalty: 4016.474365
	Iteration 2F: 3 clusters Score -411563.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -411727.125000 Penalty: 4016.474365
	Iteration 3F: 3 clusters Score -411727.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -411844.812500 Penalty: 4016.474365
	Iteration 4Q: 3 clusters Score -411844.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -411940.875000 Penalty: 4016.474365
	Iteration 5Q: 3 clusters Score -411940.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -412023.718750 Penalty: 4016.474365
	Iteration 6Q: 3 clusters Score -412023.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -412083.468750 Penalty: 4016.474365
	Iteration 7Q: 3 clusters Score -412083.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -412139.406250 Penalty: 4016.474365
	Iteration 8Q: 3 clusters Score -412139.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -412187.125000 Penalty: 4016.474365
	Iteration 9Q: 3 clusters Score -412187.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -412222.406250 Penalty: 4016.474365
	Iteration 10Q: 3 clusters Score -412222.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -412258.562500 Penalty: 4016.474365
	Iteration 11Q: 3 clusters Score -412258.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -412290.156250 Penalty: 4016.474365
	Iteration 12Q: 3 clusters Score -412290.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -412316.156250 Penalty: 4016.474365
	Iteration 13Q: 3 clusters Score -412316.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412342.968750 Penalty: 4016.474365
	Iteration 14Q: 3 clusters Score -412343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -412378.562500 Penalty: 4016.474365
	Iteration 15Q: 3 clusters Score -412378.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -412421.937500 Penalty: 4016.474365
	Iteration 16Q: 3 clusters Score -412421.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -412458.781250 Penalty: 4016.474365
	Iteration 17Q: 3 clusters Score -412458.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -412497.031250 Penalty: 4016.474365
	Iteration 18Q: 3 clusters Score -412497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -412518.843750 Penalty: 4016.474365
	Iteration 19Q: 3 clusters Score -412518.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -412535.781250 Penalty: 4016.474365
	Iteration 20F: 3 clusters Score -412535.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -412553.093750 Penalty: 4016.474365
	Iteration 21Q: 3 clusters Score -412553.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -412564.781250 Penalty: 4016.474365
	Iteration 22Q: 3 clusters Score -412564.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -412575.937500 Penalty: 4016.474365
	Iteration 23Q: 3 clusters Score -412575.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -412595.281250 Penalty: 4016.474365
	Iteration 24Q: 3 clusters Score -412595.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -412613.062500 Penalty: 4016.474365
	Iteration 25Q: 3 clusters Score -412613.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -412632.562500 Penalty: 4016.474365
	Iteration 26Q: 3 clusters Score -412632.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -412652.093750 Penalty: 4016.474365
	Iteration 27Q: 3 clusters Score -412652.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -412671.218750 Penalty: 4016.474365
	Iteration 28Q: 3 clusters Score -412671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -412686.218750 Penalty: 4016.474365
	Iteration 29Q: 3 clusters Score -412686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -412699.468750 Penalty: 4016.474365
	Iteration 30Q: 3 clusters Score -412699.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -412715.781250 Penalty: 4016.474365
	Iteration 31Q: 3 clusters Score -412715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -412729.875000 Penalty: 4016.474365
	Iteration 32Q: 3 clusters Score -412729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -412737.531250 Penalty: 4016.474365
	Iteration 33Q: 3 clusters Score -412737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -412747.562500 Penalty: 4016.474365
	Iteration 34Q: 3 clusters Score -412747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -412754.687500 Penalty: 4016.474365
	Iteration 35Q: 3 clusters Score -412754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -412763.531250 Penalty: 4016.474365
	Iteration 36Q: 3 clusters Score -412763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -412770.468750 Penalty: 4016.474365
	Iteration 37Q: 3 clusters Score -412770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -412776.625000 Penalty: 4016.474365
	Iteration 38Q: 3 clusters Score -412776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -412779.343750 Penalty: 4016.474365
	Iteration 39Q: 3 clusters Score -412779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -412783.187500 Penalty: 4016.474365
	Iteration 40F: 3 clusters Score -412783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -412786.000000 Penalty: 4016.474365
	Iteration 41Q: 3 clusters Score -412786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -412786.437500 Penalty: 4016.474365
	Iteration 42Q: 3 clusters Score -412786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -412786.437500 Penalty: 4016.474365
	Iteration 43F: 3 clusters Score -412786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Entering Unmasked Estep 
Score: -2982529.250000 Penalty: 2479.870850
	Iteration 0F: 2 clusters Score -2982529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2967114.000000 Penalty: 4959.741699
	Iteration 0F: 3 clusters Score -2967114 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2972656.750000 Penalty: 4959.741699
	Iteration 1F: 3 clusters Score -2972657 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2973248.500000 Penalty: 4959.741699
	Iteration 2F: 3 clusters Score -2973248 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2973828.250000 Penalty: 4959.741699
	Iteration 3F: 3 clusters Score -2973828 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2974423.000000 Penalty: 4959.741699
	Iteration 4F: 3 clusters Score -2974423 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2975031.500000 Penalty: 4959.741699
	Iteration 5F: 3 clusters Score -2975032 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2975660.000000 Penalty: 4959.741699
	Iteration 6F: 3 clusters Score -2975660 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2976339.500000 Penalty: 4959.741699
	Iteration 7Q: 3 clusters Score -2976340 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2977027.750000 Penalty: 4959.741699
	Iteration 8Q: 3 clusters Score -2977028 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2977652.000000 Penalty: 4959.741699
	Iteration 9Q: 3 clusters Score -2977652 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2978200.250000 Penalty: 4959.741699
	Iteration 10Q: 3 clusters Score -2978200 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2978720.250000 Penalty: 4959.741699
	Iteration 11Q: 3 clusters Score -2978720 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2979126.750000 Penalty: 4959.741699
	Iteration 12Q: 3 clusters Score -2979127 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2979439.000000 Penalty: 4959.741699
	Iteration 13Q: 3 clusters Score -2979439 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2979638.500000 Penalty: 4959.741699
	Iteration 14Q: 3 clusters Score -2979638 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2979773.500000 Penalty: 4959.741699
	Iteration 15Q: 3 clusters Score -2979774 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2979872.250000 Penalty: 4959.741699
	Iteration 16Q: 3 clusters Score -2979872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2979936.250000 Penalty: 4959.741699
	Iteration 17Q: 3 clusters Score -2979936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2979996.250000 Penalty: 4959.741699
	Iteration 18Q: 3 clusters Score -2979996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2980051.750000 Penalty: 4959.741699
	Iteration 19Q: 3 clusters Score -2980052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2980107.250000 Penalty: 4959.741699
	Iteration 20F: 3 clusters Score -2980107 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2980144.500000 Penalty: 4959.741699
	Iteration 21Q: 3 clusters Score -2980144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2980175.750000 Penalty: 4959.741699
	Iteration 22Q: 3 clusters Score -2980176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2980235.000000 Penalty: 4959.741699
	Iteration 23Q: 3 clusters Score -2980235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2980278.750000 Penalty: 4959.741699
	Iteration 24Q: 3 clusters Score -2980279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2980326.000000 Penalty: 4959.741699
	Iteration 25Q: 3 clusters Score -2980326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2980364.500000 Penalty: 4959.741699
	Iteration 26Q: 3 clusters Score -2980364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2980390.250000 Penalty: 4959.741699
	Iteration 27Q: 3 clusters Score -2980390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2980425.500000 Penalty: 4959.741699
	Iteration 28Q: 3 clusters Score -2980426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2980466.750000 Penalty: 4959.741699
	Iteration 29Q: 3 clusters Score -2980467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2980506.500000 Penalty: 4959.741699
	Iteration 30Q: 3 clusters Score -2980506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2980538.000000 Penalty: 4959.741699
	Iteration 31Q: 3 clusters Score -2980538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2980564.250000 Penalty: 4959.741699
	Iteration 32Q: 3 clusters Score -2980564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2980579.500000 Penalty: 4959.741699
	Iteration 33Q: 3 clusters Score -2980580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2980601.500000 Penalty: 4959.741699
	Iteration 34Q: 3 clusters Score -2980602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2980614.750000 Penalty: 4959.741699
	Iteration 35Q: 3 clusters Score -2980615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2980629.750000 Penalty: 4959.741699
	Iteration 36Q: 3 clusters Score -2980630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2980630.500000 Penalty: 4959.741699
	Iteration 37Q: 3 clusters Score -2980630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2980642.750000 Penalty: 4959.741699
	Iteration 38Q: 3 clusters Score -2980643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2980648.750000 Penalty: 4959.741699
	Iteration 39Q: 3 clusters Score -2980649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2980658.500000 Penalty: 4959.741699
	Iteration 40F: 3 clusters Score -2980658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2980666.750000 Penalty: 4959.741699
	Iteration 41Q: 3 clusters Score -2980667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2980671.250000 Penalty: 4959.741699
	Iteration 42Q: 3 clusters Score -2980671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2980681.750000 Penalty: 4959.741699
	Iteration 43Q: 3 clusters Score -2980682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2980685.000000 Penalty: 4959.741699
	Iteration 44Q: 3 clusters Score -2980685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2980689.750000 Penalty: 4959.741699
	Iteration 45Q: 3 clusters Score -2980690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2980693.500000 Penalty: 4959.741699
	Iteration 46Q: 3 clusters Score -2980694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2980697.500000 Penalty: 4959.741699
	Iteration 47Q: 3 clusters Score -2980698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2980699.250000 Penalty: 4959.741699
	Iteration 48Q: 3 clusters Score -2980699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2980703.000000 Penalty: 4959.741699
	Iteration 49Q: 3 clusters Score -2980703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2980705.000000 Penalty: 4959.741699
	Iteration 50Q: 3 clusters Score -2980705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2980704.250000 Penalty: 4959.741699
	Iteration 51Q: 3 clusters Score -2980704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2980705.250000 Penalty: 4959.741699
	Iteration 52Q: 3 clusters Score -2980705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2980704.250000 Penalty: 4959.741699
	Iteration 53Q: 3 clusters Score -2980704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2980706.750000 Penalty: 4959.741699
	Iteration 54Q: 3 clusters Score -2980707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2980708.250000 Penalty: 4959.741699
	Iteration 55Q: 3 clusters Score -2980708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2980712.750000 Penalty: 4959.741699
	Iteration 56Q: 3 clusters Score -2980713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2980710.500000 Penalty: 4959.741699
	Iteration 57Q: 3 clusters Score -2980710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2980711.750000 Penalty: 4959.741699
	Iteration 58Q: 3 clusters Score -2980712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2980713.250000 Penalty: 4959.741699
	Iteration 59Q: 3 clusters Score -2980713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2980714.250000 Penalty: 4959.741699
	Iteration 60F: 3 clusters Score -2980714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2980710.000000 Penalty: 4959.741699
	Iteration 61Q: 3 clusters Score -2980710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2980712.250000 Penalty: 4959.741699
	Iteration 62Q: 3 clusters Score -2980712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2980711.000000 Penalty: 4959.741699
	Iteration 63Q: 3 clusters Score -2980711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2980714.000000 Penalty: 4959.741699
	Iteration 64Q: 3 clusters Score -2980714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2980714.500000 Penalty: 4959.741699
	Iteration 65Q: 3 clusters Score -2980714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2980715.250000 Penalty: 4959.741699
	Iteration 66Q: 3 clusters Score -2980715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2980715.750000 Penalty: 4959.741699
	Iteration 67Q: 3 clusters Score -2980716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2980719.500000 Penalty: 4959.741699
	Iteration 68Q: 3 clusters Score -2980720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2980719.000000 Penalty: 4959.741699
	Iteration 69Q: 3 clusters Score -2980719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2980720.000000 Penalty: 4959.741699
	Iteration 70Q: 3 clusters Score -2980720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2980720.000000 Penalty: 4959.741699
	Iteration 71F: 3 clusters Score -2980720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24235.591797 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24235.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24340.126953 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24340.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24392.701172 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24455.087891 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24455.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24473.462891 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24473.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24514.052734 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24514.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24546.382812 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24546.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24646.162109 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24646.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24794.093750 Penalty: 2695.126221
	Iteration 8Q: 3 clusters Score -24794.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24843.736328 Penalty: 2695.126221
	Iteration 9Q: 3 clusters Score -24843.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24873.287109 Penalty: 2695.126221
	Iteration 10Q: 3 clusters Score -24873.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24886.826172 Penalty: 2695.126221
	Iteration 11Q: 3 clusters Score -24886.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24889.351562 Penalty: 2695.126221
	Iteration 12Q: 3 clusters Score -24889.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24906.892578 Penalty: 2695.126221
	Iteration 13Q: 3 clusters Score -24906.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24935.175781 Penalty: 2695.126221
	Iteration 14Q: 3 clusters Score -24935.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24971.828125 Penalty: 2695.126221
	Iteration 15Q: 3 clusters Score -24971.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24972.716797 Penalty: 2695.126221
	Iteration 16F: 3 clusters Score -24972.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24989.820312 Penalty: 2695.126221
	Iteration 17Q: 3 clusters Score -24989.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24996.062500 Penalty: 2695.126221
	Iteration 18Q: 3 clusters Score -24996.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24996.062500 Penalty: 2695.126221
	Iteration 19F: 3 clusters Score -24996.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33937.343750 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33937.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34120.781250 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34120.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34332.566406 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -34332.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34356.082031 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -34356.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34387.960938 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34387.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34462.257812 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34462.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34538.117188 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -34538.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34635.617188 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -34635.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34774.058594 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -34774.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34845.425781 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -34845.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -34971.707031 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -34971.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -35100.281250 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -35100.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -35190.828125 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -35190.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35296.742188 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -35296.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35439.910156 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -35439.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35465.132812 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -35465.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35478.832031 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -35478.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35486.218750 Penalty: 2911.171387
	Iteration 17F: 3 clusters Score -35486.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -35497.078125 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -35497.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35507.031250 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -35507.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35522.800781 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -35522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35542.671875 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -35542.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35635.398438 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -35635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35741.183594 Penalty: 2911.171387
	Iteration 23Q: 3 clusters Score -35741.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35746.519531 Penalty: 2911.171387
	Iteration 24F: 3 clusters Score -35746.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -35804.859375 Penalty: 2911.171387
	Iteration 25Q: 3 clusters Score -35804.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35846.109375 Penalty: 2911.171387
	Iteration 26Q: 3 clusters Score -35846.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35925.183594 Penalty: 2911.171387
	Iteration 27Q: 3 clusters Score -35925.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35945.972656 Penalty: 2911.171387
	Iteration 28Q: 3 clusters Score -35945.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35966.007812 Penalty: 2911.171387
	Iteration 29Q: 3 clusters Score -35966.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35998.929688 Penalty: 2911.171387
	Iteration 30Q: 3 clusters Score -35998.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36032.644531 Penalty: 2911.171387
	Iteration 31Q: 3 clusters Score -36032.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36032.644531 Penalty: 2911.171387
	Iteration 32F: 3 clusters Score -36032.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 25186 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 44138 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 27097 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32850 members 
Mstep: Class 15 contains 98 members 
Mstep: Class 16 contains 142752 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8489 members 
Mstep: Class 20 contains 142373 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
Score: -62756944.000000 Penalty: 77813.773438
Splitting cluster 4 changes total score from -62757912.000000 to -62756944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -610814.250000 Penalty: 2100.064697
	Iteration 0F: 2 clusters Score -610814.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -606428.625000 Penalty: 4200.129395
	Iteration 0F: 3 clusters Score -606428.6 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -607463.812500 Penalty: 4200.129395
	Iteration 1F: 3 clusters Score -607463.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -607745.125000 Penalty: 4200.129395
	Iteration 2F: 3 clusters Score -607745.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -607966.500000 Penalty: 4200.129395
	Iteration 3F: 3 clusters Score -607966.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -608127.687500 Penalty: 4200.129395
	Iteration 4Q: 3 clusters Score -608127.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -608269.250000 Penalty: 4200.129395
	Iteration 5Q: 3 clusters Score -608269.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -608425.437500 Penalty: 4200.129395
	Iteration 6Q: 3 clusters Score -608425.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -608564.437500 Penalty: 4200.129395
	Iteration 7Q: 3 clusters Score -608564.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -608678.125000 Penalty: 4200.129395
	Iteration 8Q: 3 clusters Score -608678.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -608772.312500 Penalty: 4200.129395
	Iteration 9Q: 3 clusters Score -608772.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -608857.875000 Penalty: 4200.129395
	Iteration 10Q: 3 clusters Score -608857.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -608952.312500 Penalty: 4200.129395
	Iteration 11Q: 3 clusters Score -608952.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -609030.187500 Penalty: 4200.129395
	Iteration 12Q: 3 clusters Score -609030.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -609109.125000 Penalty: 4200.129395
	Iteration 13Q: 3 clusters Score -609109.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -609195.687500 Penalty: 4200.129395
	Iteration 14Q: 3 clusters Score -609195.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -609250.750000 Penalty: 4200.129395
	Iteration 15Q: 3 clusters Score -609250.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -609299.875000 Penalty: 4200.129395
	Iteration 16Q: 3 clusters Score -609299.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -609344.062500 Penalty: 4200.129395
	Iteration 17Q: 3 clusters Score -609344.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -609374.625000 Penalty: 4200.129395
	Iteration 18Q: 3 clusters Score -609374.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -609398.062500 Penalty: 4200.129395
	Iteration 19Q: 3 clusters Score -609398.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -609421.812500 Penalty: 4200.129395
	Iteration 20F: 3 clusters Score -609421.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -609436.375000 Penalty: 4200.129395
	Iteration 21Q: 3 clusters Score -609436.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -609445.250000 Penalty: 4200.129395
	Iteration 22Q: 3 clusters Score -609445.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -609456.562500 Penalty: 4200.129395
	Iteration 23Q: 3 clusters Score -609456.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -609464.187500 Penalty: 4200.129395
	Iteration 24Q: 3 clusters Score -609464.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -609470.125000 Penalty: 4200.129395
	Iteration 25Q: 3 clusters Score -609470.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -609476.375000 Penalty: 4200.129395
	Iteration 26Q: 3 clusters Score -609476.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -609484.062500 Penalty: 4200.129395
	Iteration 27Q: 3 clusters Score -609484.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -609495.625000 Penalty: 4200.129395
	Iteration 28Q: 3 clusters Score -609495.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -609502.250000 Penalty: 4200.129395
	Iteration 29Q: 3 clusters Score -609502.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -609511.687500 Penalty: 4200.129395
	Iteration 30Q: 3 clusters Score -609511.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -609515.312500 Penalty: 4200.129395
	Iteration 31Q: 3 clusters Score -609515.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -609522.062500 Penalty: 4200.129395
	Iteration 32Q: 3 clusters Score -609522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -609532.125000 Penalty: 4200.129395
	Iteration 33Q: 3 clusters Score -609532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -609540.687500 Penalty: 4200.129395
	Iteration 34Q: 3 clusters Score -609540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -609545.062500 Penalty: 4200.129395
	Iteration 35Q: 3 clusters Score -609545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -609546.812500 Penalty: 4200.129395
	Iteration 36Q: 3 clusters Score -609546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -609547.312500 Penalty: 4200.129395
	Iteration 37Q: 3 clusters Score -609547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -609547.375000 Penalty: 4200.129395
	Iteration 38Q: 3 clusters Score -609547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -609548.875000 Penalty: 4200.129395
	Iteration 39Q: 3 clusters Score -609548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -609550.062500 Penalty: 4200.129395
	Iteration 40F: 3 clusters Score -609550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -609550.812500 Penalty: 4200.129395
	Iteration 41Q: 3 clusters Score -609550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -609550.187500 Penalty: 4200.129395
	Iteration 42Q: 3 clusters Score -609550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -609552.250000 Penalty: 4200.129395
	Iteration 43Q: 3 clusters Score -609552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -609552.250000 Penalty: 4200.129395
	Iteration 44F: 3 clusters Score -609552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Entering Unmasked Estep 
Score: -761669.500000 Penalty: 2151.370361
	Iteration 0F: 2 clusters Score -761669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -756632.000000 Penalty: 4302.740723
	Iteration 0F: 3 clusters Score -756632 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -758074.562500 Penalty: 4302.740723
	Iteration 1F: 3 clusters Score -758074.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -758603.000000 Penalty: 4302.740723
	Iteration 2F: 3 clusters Score -758603 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -759130.000000 Penalty: 4302.740723
	Iteration 3F: 3 clusters Score -759130 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -759591.187500 Penalty: 4302.740723
	Iteration 4F: 3 clusters Score -759591.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -759956.687500 Penalty: 4302.740723
	Iteration 5F: 3 clusters Score -759956.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -760234.687500 Penalty: 4302.740723
	Iteration 6F: 3 clusters Score -760234.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -760440.375000 Penalty: 4302.740723
	Iteration 7Q: 3 clusters Score -760440.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -760582.000000 Penalty: 4302.740723
	Iteration 8Q: 3 clusters Score -760582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -760692.562500 Penalty: 4302.740723
	Iteration 9Q: 3 clusters Score -760692.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -760779.187500 Penalty: 4302.740723
	Iteration 10Q: 3 clusters Score -760779.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -760854.875000 Penalty: 4302.740723
	Iteration 11Q: 3 clusters Score -760854.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -760914.500000 Penalty: 4302.740723
	Iteration 12Q: 3 clusters Score -760914.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -760963.750000 Penalty: 4302.740723
	Iteration 13Q: 3 clusters Score -760963.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -761009.437500 Penalty: 4302.740723
	Iteration 14Q: 3 clusters Score -761009.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -761039.125000 Penalty: 4302.740723
	Iteration 15Q: 3 clusters Score -761039.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -761078.312500 Penalty: 4302.740723
	Iteration 16Q: 3 clusters Score -761078.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -761116.000000 Penalty: 4302.740723
	Iteration 17Q: 3 clusters Score -761116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -761149.312500 Penalty: 4302.740723
	Iteration 18Q: 3 clusters Score -761149.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -761178.062500 Penalty: 4302.740723
	Iteration 19Q: 3 clusters Score -761178.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -761202.562500 Penalty: 4302.740723
	Iteration 20F: 3 clusters Score -761202.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -761224.937500 Penalty: 4302.740723
	Iteration 21Q: 3 clusters Score -761224.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -761244.312500 Penalty: 4302.740723
	Iteration 22Q: 3 clusters Score -761244.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -761257.000000 Penalty: 4302.740723
	Iteration 23Q: 3 clusters Score -761257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -761266.750000 Penalty: 4302.740723
	Iteration 24Q: 3 clusters Score -761266.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -761270.125000 Penalty: 4302.740723
	Iteration 25Q: 3 clusters Score -761270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -761272.125000 Penalty: 4302.740723
	Iteration 26Q: 3 clusters Score -761272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -761275.125000 Penalty: 4302.740723
	Iteration 27Q: 3 clusters Score -761275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -761279.375000 Penalty: 4302.740723
	Iteration 28Q: 3 clusters Score -761279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -761279.125000 Penalty: 4302.740723
	Iteration 29Q: 3 clusters Score -761279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -761280.250000 Penalty: 4302.740723
	Iteration 30Q: 3 clusters Score -761280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -761283.687500 Penalty: 4302.740723
	Iteration 31Q: 3 clusters Score -761283.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -761287.375000 Penalty: 4302.740723
	Iteration 32Q: 3 clusters Score -761287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -761290.125000 Penalty: 4302.740723
	Iteration 33Q: 3 clusters Score -761290.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -761291.187500 Penalty: 4302.740723
	Iteration 34Q: 3 clusters Score -761291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -761293.187500 Penalty: 4302.740723
	Iteration 35Q: 3 clusters Score -761293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -761294.625000 Penalty: 4302.740723
	Iteration 36Q: 3 clusters Score -761294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -761294.625000 Penalty: 4302.740723
	Iteration 37F: 3 clusters Score -761294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Entering Unmasked Estep 
Score: -3422669.250000 Penalty: 2513.242920
	Iteration 0F: 2 clusters Score -3422669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3405231.000000 Penalty: 5026.485840
	Iteration 0F: 3 clusters Score -3405231 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3411278.750000 Penalty: 5026.485840
	Iteration 1F: 3 clusters Score -3411279 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3411744.000000 Penalty: 5026.485840
	Iteration 2F: 3 clusters Score -3411744 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3412083.000000 Penalty: 5026.485840
	Iteration 3Q: 3 clusters Score -3412083 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3412415.250000 Penalty: 5026.485840
	Iteration 4Q: 3 clusters Score -3412415 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3412726.500000 Penalty: 5026.485840
	Iteration 5Q: 3 clusters Score -3412726 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3413086.500000 Penalty: 5026.485840
	Iteration 6Q: 3 clusters Score -3413086 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3413494.500000 Penalty: 5026.485840
	Iteration 7Q: 3 clusters Score -3413494 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3413972.500000 Penalty: 5026.485840
	Iteration 8Q: 3 clusters Score -3413972 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3414513.000000 Penalty: 5026.485840
	Iteration 9Q: 3 clusters Score -3414513 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3415256.750000 Penalty: 5026.485840
	Iteration 10Q: 3 clusters Score -3415257 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3416029.250000 Penalty: 5026.485840
	Iteration 11Q: 3 clusters Score -3416029 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3416822.250000 Penalty: 5026.485840
	Iteration 12Q: 3 clusters Score -3416822 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3417481.500000 Penalty: 5026.485840
	Iteration 13Q: 3 clusters Score -3417482 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3417985.500000 Penalty: 5026.485840
	Iteration 14Q: 3 clusters Score -3417986 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3418354.750000 Penalty: 5026.485840
	Iteration 15Q: 3 clusters Score -3418355 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3418633.250000 Penalty: 5026.485840
	Iteration 16Q: 3 clusters Score -3418633 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3418847.000000 Penalty: 5026.485840
	Iteration 17Q: 3 clusters Score -3418847 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3419033.750000 Penalty: 5026.485840
	Iteration 18Q: 3 clusters Score -3419034 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3419180.250000 Penalty: 5026.485840
	Iteration 19Q: 3 clusters Score -3419180 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3419309.500000 Penalty: 5026.485840
	Iteration 20F: 3 clusters Score -3419310 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3419438.750000 Penalty: 5026.485840
	Iteration 21Q: 3 clusters Score -3419439 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3419560.500000 Penalty: 5026.485840
	Iteration 22Q: 3 clusters Score -3419560 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3419673.000000 Penalty: 5026.485840
	Iteration 23Q: 3 clusters Score -3419673 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3419791.000000 Penalty: 5026.485840
	Iteration 24Q: 3 clusters Score -3419791 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3419890.000000 Penalty: 5026.485840
	Iteration 25Q: 3 clusters Score -3419890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3419968.250000 Penalty: 5026.485840
	Iteration 26Q: 3 clusters Score -3419968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3420026.250000 Penalty: 5026.485840
	Iteration 27Q: 3 clusters Score -3420026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3420083.000000 Penalty: 5026.485840
	Iteration 28Q: 3 clusters Score -3420083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3420144.000000 Penalty: 5026.485840
	Iteration 29Q: 3 clusters Score -3420144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3420204.250000 Penalty: 5026.485840
	Iteration 30Q: 3 clusters Score -3420204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3420245.000000 Penalty: 5026.485840
	Iteration 31Q: 3 clusters Score -3420245 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3420285.000000 Penalty: 5026.485840
	Iteration 32Q: 3 clusters Score -3420285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3420320.500000 Penalty: 5026.485840
	Iteration 33Q: 3 clusters Score -3420320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3420343.000000 Penalty: 5026.485840
	Iteration 34Q: 3 clusters Score -3420343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3420364.750000 Penalty: 5026.485840
	Iteration 35Q: 3 clusters Score -3420365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3420378.750000 Penalty: 5026.485840
	Iteration 36Q: 3 clusters Score -3420379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3420398.000000 Penalty: 5026.485840
	Iteration 37Q: 3 clusters Score -3420398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3420415.250000 Penalty: 5026.485840
	Iteration 38Q: 3 clusters Score -3420415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3420426.500000 Penalty: 5026.485840
	Iteration 39Q: 3 clusters Score -3420426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3420438.000000 Penalty: 5026.485840
	Iteration 40F: 3 clusters Score -3420438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3420456.250000 Penalty: 5026.485840
	Iteration 41Q: 3 clusters Score -3420456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3420472.500000 Penalty: 5026.485840
	Iteration 42Q: 3 clusters Score -3420472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3420494.250000 Penalty: 5026.485840
	Iteration 43Q: 3 clusters Score -3420494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3420503.500000 Penalty: 5026.485840
	Iteration 44Q: 3 clusters Score -3420504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3420511.750000 Penalty: 5026.485840
	Iteration 45Q: 3 clusters Score -3420512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3420515.250000 Penalty: 5026.485840
	Iteration 46Q: 3 clusters Score -3420515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3420518.500000 Penalty: 5026.485840
	Iteration 47Q: 3 clusters Score -3420518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3420524.500000 Penalty: 5026.485840
	Iteration 48Q: 3 clusters Score -3420524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3420524.750000 Penalty: 5026.485840
	Iteration 49Q: 3 clusters Score -3420525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3420533.500000 Penalty: 5026.485840
	Iteration 50Q: 3 clusters Score -3420534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3420531.500000 Penalty: 5026.485840
	Iteration 51Q: 3 clusters Score -3420532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3420529.500000 Penalty: 5026.485840
	Iteration 52Q: 3 clusters Score -3420530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3420529.500000 Penalty: 5026.485840
	Iteration 53F: 3 clusters Score -3420530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -663909.000000 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -663909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -659426.250000 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -659426.2 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -660466.687500 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -660466.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -660687.500000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -660687.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -660872.437500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -660872.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -661008.500000 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -661008.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -661089.750000 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -661089.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -661153.062500 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -661153.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -661199.250000 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -661199.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -661239.062500 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -661239.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -661274.125000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -661274.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -661302.687500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -661302.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -661322.812500 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -661322.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -661341.687500 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -661341.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -661356.625000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -661356.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -661368.812500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -661368.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -661379.750000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -661379.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -661385.187500 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -661385.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -661391.187500 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -661391.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -661398.187500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -661398.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -661406.562500 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -661406.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -661416.875000 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -661416.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -661425.500000 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -661425.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -661434.562500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -661434.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -661441.687500 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -661441.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -661445.437500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -661445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -661451.812500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -661451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -661458.125000 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -661458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -661466.312500 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -661466.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -661472.875000 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -661472.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -661480.312500 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -661480.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -661486.937500 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -661486.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -661493.875000 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -661493.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -661505.937500 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -661505.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -661522.812500 Penalty: 4216.830078
	Iteration 33Q: 3 clusters Score -661522.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -661538.812500 Penalty: 4216.830078
	Iteration 34Q: 3 clusters Score -661538.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -661557.250000 Penalty: 4216.830078
	Iteration 35Q: 3 clusters Score -661557.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661573.500000 Penalty: 4216.830078
	Iteration 36Q: 3 clusters Score -661573.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -661589.687500 Penalty: 4216.830078
	Iteration 37Q: 3 clusters Score -661589.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -661605.000000 Penalty: 4216.830078
	Iteration 38Q: 3 clusters Score -661605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -661618.562500 Penalty: 4216.830078
	Iteration 39Q: 3 clusters Score -661618.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -661633.500000 Penalty: 4216.830078
	Iteration 40F: 3 clusters Score -661633.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -661649.375000 Penalty: 4216.830078
	Iteration 41Q: 3 clusters Score -661649.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -661671.437500 Penalty: 4216.830078
	Iteration 42Q: 3 clusters Score -661671.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -661694.687500 Penalty: 4216.830078
	Iteration 43Q: 3 clusters Score -661694.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -661717.625000 Penalty: 4216.830078
	Iteration 44Q: 3 clusters Score -661717.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -661744.625000 Penalty: 4216.830078
	Iteration 45Q: 3 clusters Score -661744.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -661770.437500 Penalty: 4216.830078
	Iteration 46Q: 3 clusters Score -661770.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -661791.562500 Penalty: 4216.830078
	Iteration 47Q: 3 clusters Score -661791.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -661827.250000 Penalty: 4216.830078
	Iteration 48Q: 3 clusters Score -661827.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -661877.312500 Penalty: 4216.830078
	Iteration 49Q: 3 clusters Score -661877.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -661915.625000 Penalty: 4216.830078
	Iteration 50Q: 3 clusters Score -661915.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -661954.500000 Penalty: 4216.830078
	Iteration 51Q: 3 clusters Score -661954.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -661986.062500 Penalty: 4216.830078
	Iteration 52Q: 3 clusters Score -661986.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -662008.875000 Penalty: 4216.830078
	Iteration 53Q: 3 clusters Score -662008.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -662044.875000 Penalty: 4216.830078
	Iteration 54Q: 3 clusters Score -662044.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -662083.500000 Penalty: 4216.830078
	Iteration 55Q: 3 clusters Score -662083.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -662113.125000 Penalty: 4216.830078
	Iteration 56Q: 3 clusters Score -662113.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -662135.562500 Penalty: 4216.830078
	Iteration 57Q: 3 clusters Score -662135.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -662159.687500 Penalty: 4216.830078
	Iteration 58Q: 3 clusters Score -662159.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -662175.125000 Penalty: 4216.830078
	Iteration 59Q: 3 clusters Score -662175.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -662182.625000 Penalty: 4216.830078
	Iteration 60F: 3 clusters Score -662182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -662189.437500 Penalty: 4216.830078
	Iteration 61Q: 3 clusters Score -662189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -662194.375000 Penalty: 4216.830078
	Iteration 62Q: 3 clusters Score -662194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -662197.562500 Penalty: 4216.830078
	Iteration 63Q: 3 clusters Score -662197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -662201.687500 Penalty: 4216.830078
	Iteration 64Q: 3 clusters Score -662201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -662205.812500 Penalty: 4216.830078
	Iteration 65Q: 3 clusters Score -662205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -662210.000000 Penalty: 4216.830078
	Iteration 66Q: 3 clusters Score -662210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -662211.812500 Penalty: 4216.830078
	Iteration 67Q: 3 clusters Score -662211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -662213.937500 Penalty: 4216.830078
	Iteration 68Q: 3 clusters Score -662213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -662214.500000 Penalty: 4216.830078
	Iteration 69Q: 3 clusters Score -662214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -662215.375000 Penalty: 4216.830078
	Iteration 70Q: 3 clusters Score -662215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -662215.312500 Penalty: 4216.830078
	Iteration 71Q: 3 clusters Score -662215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -662216.500000 Penalty: 4216.830078
	Iteration 72Q: 3 clusters Score -662216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -662217.250000 Penalty: 4216.830078
	Iteration 73Q: 3 clusters Score -662217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -662215.937500 Penalty: 4216.830078
	Iteration 74Q: 3 clusters Score -662215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -662219.125000 Penalty: 4216.830078
	Iteration 75Q: 3 clusters Score -662219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -662220.250000 Penalty: 4216.830078
	Iteration 76Q: 3 clusters Score -662220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -662220.250000 Penalty: 4216.830078
	Iteration 77F: 3 clusters Score -662220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -382531.281250 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -382531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -379344.156250 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -379344.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -380022.281250 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -380022.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -380172.125000 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -380172.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380242.156250 Penalty: 3953.315918
	Iteration 3Q: 3 clusters Score -380242.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -380294.656250 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -380294.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -380341.687500 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -380341.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -380375.687500 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -380375.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -380393.968750 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -380394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380413.875000 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -380413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -380424.312500 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -380424.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -380434.687500 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -380434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -380439.906250 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -380439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -380442.593750 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -380442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -380446.093750 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -380446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -380449.781250 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -380449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -380452.406250 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -380452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -380455.062500 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -380455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -380458.093750 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -380458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -380460.562500 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -380460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -380463.281250 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -380463.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -380466.531250 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -380466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -380469.875000 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -380469.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -380471.125000 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -380471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -380472.937500 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -380472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -380476.062500 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -380476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -380480.437500 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -380480.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -380483.718750 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -380483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -380489.906250 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -380489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -380494.875000 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -380494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -380497.718750 Penalty: 3953.315918
	Iteration 29Q: 3 clusters Score -380497.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -380502.250000 Penalty: 3953.315918
	Iteration 30Q: 3 clusters Score -380502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -380509.718750 Penalty: 3953.315918
	Iteration 31Q: 3 clusters Score -380509.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -380516.312500 Penalty: 3953.315918
	Iteration 32Q: 3 clusters Score -380516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -380520.437500 Penalty: 3953.315918
	Iteration 33Q: 3 clusters Score -380520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -380526.281250 Penalty: 3953.315918
	Iteration 34Q: 3 clusters Score -380526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -380531.281250 Penalty: 3953.315918
	Iteration 35Q: 3 clusters Score -380531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -380536.312500 Penalty: 3953.315918
	Iteration 36Q: 3 clusters Score -380536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -380545.625000 Penalty: 3953.315918
	Iteration 37Q: 3 clusters Score -380545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -380553.343750 Penalty: 3953.315918
	Iteration 38Q: 3 clusters Score -380553.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -380560.062500 Penalty: 3953.315918
	Iteration 39Q: 3 clusters Score -380560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -380560.562500 Penalty: 3953.315918
	Iteration 40F: 3 clusters Score -380560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -380562.718750 Penalty: 3953.315918
	Iteration 41Q: 3 clusters Score -380562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -380563.750000 Penalty: 3953.315918
	Iteration 42Q: 3 clusters Score -380563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -380567.406250 Penalty: 3953.315918
	Iteration 43Q: 3 clusters Score -380567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -380572.031250 Penalty: 3953.315918
	Iteration 44Q: 3 clusters Score -380572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -380575.656250 Penalty: 3953.315918
	Iteration 45Q: 3 clusters Score -380575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -380580.093750 Penalty: 3953.315918
	Iteration 46Q: 3 clusters Score -380580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -380586.250000 Penalty: 3953.315918
	Iteration 47Q: 3 clusters Score -380586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -380588.656250 Penalty: 3953.315918
	Iteration 48Q: 3 clusters Score -380588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -380591.156250 Penalty: 3953.315918
	Iteration 49Q: 3 clusters Score -380591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -380593.093750 Penalty: 3953.315918
	Iteration 50Q: 3 clusters Score -380593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -380592.937500 Penalty: 3953.315918
	Iteration 51Q: 3 clusters Score -380592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -380592.937500 Penalty: 3953.315918
	Iteration 52F: 3 clusters Score -380592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Entering Unmasked Estep 
Score: -5800533.000000 Penalty: 2652.378906
	Iteration 0F: 2 clusters Score -5800533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5770786.000000 Penalty: 5304.757812
	Iteration 0F: 3 clusters Score -5770786 nChanged 20299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -5781944.500000 Penalty: 5304.757812
	Iteration 1F: 3 clusters Score -5781944 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5782569.500000 Penalty: 5304.757812
	Iteration 2Q: 3 clusters Score -5782570 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5783303.500000 Penalty: 5304.757812
	Iteration 3Q: 3 clusters Score -5783304 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -5784417.500000 Penalty: 5304.757812
	Iteration 4F: 3 clusters Score -5784418 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5786076.000000 Penalty: 5304.757812
	Iteration 5F: 3 clusters Score -5786076 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5788347.000000 Penalty: 5304.757812
	Iteration 6F: 3 clusters Score -5788347 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -5791130.000000 Penalty: 5304.757812
	Iteration 7F: 3 clusters Score -5791130 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -5793754.500000 Penalty: 5304.757812
	Iteration 8F: 3 clusters Score -5793754 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5795692.500000 Penalty: 5304.757812
	Iteration 9F: 3 clusters Score -5795692 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5796899.000000 Penalty: 5304.757812
	Iteration 10Q: 3 clusters Score -5796899 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5797597.500000 Penalty: 5304.757812
	Iteration 11Q: 3 clusters Score -5797598 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5797949.000000 Penalty: 5304.757812
	Iteration 12Q: 3 clusters Score -5797949 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5798095.500000 Penalty: 5304.757812
	Iteration 13Q: 3 clusters Score -5798096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5798165.500000 Penalty: 5304.757812
	Iteration 14Q: 3 clusters Score -5798166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5798214.000000 Penalty: 5304.757812
	Iteration 15Q: 3 clusters Score -5798214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5798243.500000 Penalty: 5304.757812
	Iteration 16Q: 3 clusters Score -5798244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5798257.500000 Penalty: 5304.757812
	Iteration 17Q: 3 clusters Score -5798258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5798262.000000 Penalty: 5304.757812
	Iteration 18Q: 3 clusters Score -5798262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5798274.500000 Penalty: 5304.757812
	Iteration 19Q: 3 clusters Score -5798274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5798276.500000 Penalty: 5304.757812
	Iteration 20F: 3 clusters Score -5798276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5798272.500000 Penalty: 5304.757812
	Iteration 21Q: 3 clusters Score -5798272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5798275.000000 Penalty: 5304.757812
	Iteration 22Q: 3 clusters Score -5798275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5798276.000000 Penalty: 5304.757812
	Iteration 23Q: 3 clusters Score -5798276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5798276.000000 Penalty: 5304.757812
	Iteration 24F: 3 clusters Score -5798276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -373915.906250 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -373915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -370793.718750 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -370793.7 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -371411.250000 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -371411.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -371620.031250 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -371620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -371750.562500 Penalty: 3930.878174
	Iteration 3F: 3 clusters Score -371750.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -371838.031250 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -371838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371897.781250 Penalty: 3930.878174
	Iteration 5Q: 3 clusters Score -371897.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -371955.218750 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -371955.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -372017.500000 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -372017.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -372084.281250 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -372084.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -372149.156250 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -372149.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -372202.031250 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -372202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -372246.718750 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -372246.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -372288.593750 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -372288.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -372328.375000 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -372328.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -372359.906250 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -372359.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -372383.125000 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -372383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -372402.937500 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -372402.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -372421.687500 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -372421.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -372438.187500 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -372438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -372453.250000 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -372453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -372467.562500 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -372467.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -372476.843750 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -372476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -372484.031250 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -372484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -372488.593750 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -372488.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -372491.468750 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -372491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -372494.468750 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -372494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -372498.281250 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -372498.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -372503.000000 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -372503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -372504.906250 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -372504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -372507.062500 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -372507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372513.000000 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -372513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -372517.468750 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -372517.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -372519.218750 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -372519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -372521.468750 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -372521.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -372524.531250 Penalty: 3930.878174
	Iteration 34Q: 3 clusters Score -372524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -372526.218750 Penalty: 3930.878174
	Iteration 35Q: 3 clusters Score -372526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -372526.250000 Penalty: 3930.878174
	Iteration 36Q: 3 clusters Score -372526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -372526.031250 Penalty: 3930.878174
	Iteration 37Q: 3 clusters Score -372526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -372526.781250 Penalty: 3930.878174
	Iteration 38Q: 3 clusters Score -372526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -372528.406250 Penalty: 3930.878174
	Iteration 39Q: 3 clusters Score -372528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -372529.062500 Penalty: 3930.878174
	Iteration 40F: 3 clusters Score -372529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -372529.531250 Penalty: 3930.878174
	Iteration 41Q: 3 clusters Score -372529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -372529.375000 Penalty: 3930.878174
	Iteration 42Q: 3 clusters Score -372529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -372529.375000 Penalty: 3930.878174
	Iteration 43F: 3 clusters Score -372529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Entering Unmasked Estep 
Score: -3655214.000000 Penalty: 2531.380127
	Iteration 0F: 2 clusters Score -3655214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3636463.000000 Penalty: 5062.760254
	Iteration 0F: 3 clusters Score -3636463 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3642865.000000 Penalty: 5062.760254
	Iteration 1F: 3 clusters Score -3642865 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3643257.750000 Penalty: 5062.760254
	Iteration 2Q: 3 clusters Score -3643258 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3643638.000000 Penalty: 5062.760254
	Iteration 3Q: 3 clusters Score -3643638 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3644031.250000 Penalty: 5062.760254
	Iteration 4Q: 3 clusters Score -3644031 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3644510.500000 Penalty: 5062.760254
	Iteration 5Q: 3 clusters Score -3644510 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3645069.750000 Penalty: 5062.760254
	Iteration 6Q: 3 clusters Score -3645070 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3645745.250000 Penalty: 5062.760254
	Iteration 7Q: 3 clusters Score -3645745 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3646533.250000 Penalty: 5062.760254
	Iteration 8Q: 3 clusters Score -3646533 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3647393.000000 Penalty: 5062.760254
	Iteration 9F: 3 clusters Score -3647393 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3648317.000000 Penalty: 5062.760254
	Iteration 10Q: 3 clusters Score -3648317 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3649363.000000 Penalty: 5062.760254
	Iteration 11F: 3 clusters Score -3649363 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3650264.750000 Penalty: 5062.760254
	Iteration 12Q: 3 clusters Score -3650265 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3651017.250000 Penalty: 5062.760254
	Iteration 13Q: 3 clusters Score -3651017 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3651642.000000 Penalty: 5062.760254
	Iteration 14Q: 3 clusters Score -3651642 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3652077.000000 Penalty: 5062.760254
	Iteration 15Q: 3 clusters Score -3652077 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3652397.500000 Penalty: 5062.760254
	Iteration 16Q: 3 clusters Score -3652398 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3652554.000000 Penalty: 5062.760254
	Iteration 17Q: 3 clusters Score -3652554 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3652688.500000 Penalty: 5062.760254
	Iteration 18Q: 3 clusters Score -3652688 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3652778.000000 Penalty: 5062.760254
	Iteration 19Q: 3 clusters Score -3652778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3652840.500000 Penalty: 5062.760254
	Iteration 20F: 3 clusters Score -3652840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3652869.250000 Penalty: 5062.760254
	Iteration 21Q: 3 clusters Score -3652869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3652901.000000 Penalty: 5062.760254
	Iteration 22Q: 3 clusters Score -3652901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3652931.500000 Penalty: 5062.760254
	Iteration 23Q: 3 clusters Score -3652932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3652946.500000 Penalty: 5062.760254
	Iteration 24Q: 3 clusters Score -3652946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3652957.250000 Penalty: 5062.760254
	Iteration 25Q: 3 clusters Score -3652957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3652965.500000 Penalty: 5062.760254
	Iteration 26Q: 3 clusters Score -3652966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3652975.250000 Penalty: 5062.760254
	Iteration 27Q: 3 clusters Score -3652975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3652981.750000 Penalty: 5062.760254
	Iteration 28Q: 3 clusters Score -3652982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3652990.750000 Penalty: 5062.760254
	Iteration 29Q: 3 clusters Score -3652991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3652999.250000 Penalty: 5062.760254
	Iteration 30Q: 3 clusters Score -3652999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3653000.500000 Penalty: 5062.760254
	Iteration 31Q: 3 clusters Score -3653000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3653011.750000 Penalty: 5062.760254
	Iteration 32Q: 3 clusters Score -3653012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3653023.250000 Penalty: 5062.760254
	Iteration 33Q: 3 clusters Score -3653023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3653027.500000 Penalty: 5062.760254
	Iteration 34Q: 3 clusters Score -3653028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3653034.750000 Penalty: 5062.760254
	Iteration 35Q: 3 clusters Score -3653035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3653035.750000 Penalty: 5062.760254
	Iteration 36Q: 3 clusters Score -3653036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3653036.000000 Penalty: 5062.760254
	Iteration 37Q: 3 clusters Score -3653036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3653035.000000 Penalty: 5062.760254
	Iteration 38Q: 3 clusters Score -3653035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3653034.000000 Penalty: 5062.760254
	Iteration 39Q: 3 clusters Score -3653034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3653033.750000 Penalty: 5062.760254
	Iteration 40F: 3 clusters Score -3653034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -82972.710938 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -82972.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81324.351562 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -81324.35 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81601.484375 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -81601.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81710.468750 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -81710.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81807.820312 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -81807.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81997.132812 Penalty: 3255.672363
	Iteration 4F: 3 clusters Score -81997.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82190.718750 Penalty: 3255.672363
	Iteration 5F: 3 clusters Score -82190.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82347.656250 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -82347.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82392.648438 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -82392.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82405.281250 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -82405.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82412.890625 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -82412.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82416.234375 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -82416.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82422.531250 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -82422.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82433.898438 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -82433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82436.945312 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -82436.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82439.117188 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -82439.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82440.132812 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -82440.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82440.132812 Penalty: 3255.672363
	Iteration 16F: 3 clusters Score -82440.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Entering Unmasked Estep 
Score: -4485655.000000 Penalty: 2579.127197
	Iteration 0F: 2 clusters Score -4485655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4463111.500000 Penalty: 5158.254395
	Iteration 0F: 3 clusters Score -4463112 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4471050.500000 Penalty: 5158.254395
	Iteration 1F: 3 clusters Score -4471050 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4471483.000000 Penalty: 5158.254395
	Iteration 2Q: 3 clusters Score -4471483 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4471913.000000 Penalty: 5158.254395
	Iteration 3Q: 3 clusters Score -4471913 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4472286.000000 Penalty: 5158.254395
	Iteration 4Q: 3 clusters Score -4472286 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4472776.000000 Penalty: 5158.254395
	Iteration 5Q: 3 clusters Score -4472776 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4473433.000000 Penalty: 5158.254395
	Iteration 6Q: 3 clusters Score -4473433 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4474385.000000 Penalty: 5158.254395
	Iteration 7F: 3 clusters Score -4474385 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -4475774.500000 Penalty: 5158.254395
	Iteration 8F: 3 clusters Score -4475774 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4477537.500000 Penalty: 5158.254395
	Iteration 9F: 3 clusters Score -4477538 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4479528.000000 Penalty: 5158.254395
	Iteration 10F: 3 clusters Score -4479528 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4481229.500000 Penalty: 5158.254395
	Iteration 11F: 3 clusters Score -4481230 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4482300.500000 Penalty: 5158.254395
	Iteration 12Q: 3 clusters Score -4482300 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4482858.000000 Penalty: 5158.254395
	Iteration 13Q: 3 clusters Score -4482858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4483126.500000 Penalty: 5158.254395
	Iteration 14Q: 3 clusters Score -4483126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4483234.000000 Penalty: 5158.254395
	Iteration 15Q: 3 clusters Score -4483234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4483279.500000 Penalty: 5158.254395
	Iteration 16Q: 3 clusters Score -4483280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4483323.500000 Penalty: 5158.254395
	Iteration 17Q: 3 clusters Score -4483324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4483350.000000 Penalty: 5158.254395
	Iteration 18Q: 3 clusters Score -4483350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4483359.000000 Penalty: 5158.254395
	Iteration 19Q: 3 clusters Score -4483359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4483363.500000 Penalty: 5158.254395
	Iteration 20F: 3 clusters Score -4483364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4483369.000000 Penalty: 5158.254395
	Iteration 21Q: 3 clusters Score -4483369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4483376.000000 Penalty: 5158.254395
	Iteration 22Q: 3 clusters Score -4483376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4483384.000000 Penalty: 5158.254395
	Iteration 23Q: 3 clusters Score -4483384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4483398.000000 Penalty: 5158.254395
	Iteration 24Q: 3 clusters Score -4483398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4483402.000000 Penalty: 5158.254395
	Iteration 25Q: 3 clusters Score -4483402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4483405.500000 Penalty: 5158.254395
	Iteration 26Q: 3 clusters Score -4483406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4483404.000000 Penalty: 5158.254395
	Iteration 27Q: 3 clusters Score -4483404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4483404.500000 Penalty: 5158.254395
	Iteration 28Q: 3 clusters Score -4483404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4483407.000000 Penalty: 5158.254395
	Iteration 29Q: 3 clusters Score -4483407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4483407.000000 Penalty: 5158.254395
	Iteration 30F: 3 clusters Score -4483407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (142752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Entering Unmasked Estep 
Score: -19100658.000000 Penalty: 2943.478271
	Iteration 0F: 2 clusters Score -1.910066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -19017732.000000 Penalty: 5886.956543
	Iteration 0F: 3 clusters Score -1.901773e+07 nChanged 68493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -19057654.000000 Penalty: 5886.956543
	Iteration 1F: 3 clusters Score -1.905765e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -19059606.000000 Penalty: 5886.956543
	Iteration 2Q: 3 clusters Score -1.905961e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -19063658.000000 Penalty: 5886.956543
	Iteration 3F: 3 clusters Score -1.906366e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -19070618.000000 Penalty: 5886.956543
	Iteration 4F: 3 clusters Score -1.907062e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -19081146.000000 Penalty: 5886.956543
	Iteration 5F: 3 clusters Score -1.908115e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -19090386.000000 Penalty: 5886.956543
	Iteration 6F: 3 clusters Score -1.909039e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -19096172.000000 Penalty: 5886.956543
	Iteration 7F: 3 clusters Score -1.909617e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 130919 members 
Entering Unmasked Estep 
Score: -19097732.000000 Penalty: 5886.956543
	Iteration 8F: 3 clusters Score -1.909773e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -19098358.000000 Penalty: 5886.956543
	Iteration 9Q: 3 clusters Score -1.909836e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 138445 members 
Entering Unmasked Estep 
Score: -19098498.000000 Penalty: 5886.956543
	Iteration 10Q: 3 clusters Score -1.90985e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 140078 members 
Entering Unmasked Estep 
Score: -19098546.000000 Penalty: 5886.956543
	Iteration 11Q: 3 clusters Score -1.909855e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 140978 members 
Entering Unmasked Estep 
Score: -19098714.000000 Penalty: 5886.956543
	Iteration 12Q: 3 clusters Score -1.909871e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 141465 members 
Entering Unmasked Estep 
Score: -19098672.000000 Penalty: 5886.956543
	Iteration 13Q: 3 clusters Score -1.909867e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -19098664.000000 Penalty: 5886.956543
	Iteration 14Q: 3 clusters Score -1.909866e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 141879 members 
Entering Unmasked Estep 
Score: -19098716.000000 Penalty: 5886.956543
	Iteration 15Q: 3 clusters Score -1.909872e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -19098750.000000 Penalty: 5886.956543
	Iteration 16Q: 3 clusters Score -1.909875e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 142004 members 
Entering Unmasked Estep 
Score: -19098750.000000 Penalty: 5886.956543
	Iteration 17Q: 3 clusters Score -1.909875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 142035 members 
Entering Unmasked Estep 
Score: -19098744.000000 Penalty: 5886.956543
	Iteration 18Q: 3 clusters Score -1.909874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 142055 members 
Entering Unmasked Estep 
Score: -19098748.000000 Penalty: 5886.956543
	Iteration 19Q: 3 clusters Score -1.909875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -19098744.000000 Penalty: 5886.956543
	Iteration 20F: 3 clusters Score -1.909874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -19098760.000000 Penalty: 5886.956543
	Iteration 21Q: 3 clusters Score -1.909876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 142105 members 
Entering Unmasked Estep 
Score: -19098768.000000 Penalty: 5886.956543
	Iteration 22Q: 3 clusters Score -1.909877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 142110 members 
Entering Unmasked Estep 
Score: -19098766.000000 Penalty: 5886.956543
	Iteration 23Q: 3 clusters Score -1.909877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 142111 members 
Entering Unmasked Estep 
Score: -19098772.000000 Penalty: 5886.956543
	Iteration 24Q: 3 clusters Score -1.909877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 142111 members 
Entering Unmasked Estep 
Score: -19098774.000000 Penalty: 5886.956543
	Iteration 25Q: 3 clusters Score -1.909877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -19098768.000000 Penalty: 5886.956543
	Iteration 26Q: 3 clusters Score -1.909877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -19098766.000000 Penalty: 5886.956543
	Iteration 27Q: 3 clusters Score -1.909877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 142111 members 
Entering Unmasked Estep 
Score: -19098780.000000 Penalty: 5886.956543
	Iteration 28Q: 3 clusters Score -1.909878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -19098774.000000 Penalty: 5886.956543
	Iteration 29Q: 3 clusters Score -1.909877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -19098780.000000 Penalty: 5886.956543
	Iteration 30Q: 3 clusters Score -1.909878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -19098784.000000 Penalty: 5886.956543
	Iteration 31Q: 3 clusters Score -1.909878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 142123 members 
Entering Unmasked Estep 
Score: -19098766.000000 Penalty: 5886.956543
	Iteration 32Q: 3 clusters Score -1.909877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -19098764.000000 Penalty: 5886.956543
	Iteration 33Q: 3 clusters Score -1.909876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -19098772.000000 Penalty: 5886.956543
	Iteration 34Q: 3 clusters Score -1.909877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -19098772.000000 Penalty: 5886.956543
	Iteration 35Q: 3 clusters Score -1.909877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -19098772.000000 Penalty: 5886.956543
	Iteration 36F: 3 clusters Score -1.909877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -411565.000000 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -411565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408236.468750 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -408236.5 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -408871.406250 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -408871.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -409020.625000 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -409020.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -409110.781250 Penalty: 3989.019775
	Iteration 3Q: 3 clusters Score -409110.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -409178.187500 Penalty: 3989.019775
	Iteration 4Q: 3 clusters Score -409178.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -409217.468750 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -409217.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -409246.437500 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -409246.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -409271.843750 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -409271.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -409291.843750 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -409291.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -409311.593750 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -409311.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -409326.375000 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -409326.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -409343.750000 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -409343.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -409355.750000 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -409355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -409368.781250 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -409368.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -409381.437500 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -409381.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -409396.125000 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -409396.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -409411.125000 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -409411.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -409430.843750 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -409430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -409459.000000 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -409459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -409495.343750 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -409495.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -409550.500000 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -409550.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -409623.812500 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -409623.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -409698.781250 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -409698.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -409772.468750 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -409772.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -409840.406250 Penalty: 3989.019775
	Iteration 24Q: 3 clusters Score -409840.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -409941.968750 Penalty: 3989.019775
	Iteration 25Q: 3 clusters Score -409942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -410082.781250 Penalty: 3989.019775
	Iteration 26Q: 3 clusters Score -410082.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -410231.625000 Penalty: 3989.019775
	Iteration 27Q: 3 clusters Score -410231.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -410339.156250 Penalty: 3989.019775
	Iteration 28Q: 3 clusters Score -410339.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -410397.062500 Penalty: 3989.019775
	Iteration 29Q: 3 clusters Score -410397.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -410428.718750 Penalty: 3989.019775
	Iteration 30Q: 3 clusters Score -410428.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -410444.656250 Penalty: 3989.019775
	Iteration 31Q: 3 clusters Score -410444.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -410452.531250 Penalty: 3989.019775
	Iteration 32Q: 3 clusters Score -410452.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -410456.937500 Penalty: 3989.019775
	Iteration 33Q: 3 clusters Score -410456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -410461.937500 Penalty: 3989.019775
	Iteration 34Q: 3 clusters Score -410461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -410461.593750 Penalty: 3989.019775
	Iteration 35Q: 3 clusters Score -410461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -410462.250000 Penalty: 3989.019775
	Iteration 36Q: 3 clusters Score -410462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -410462.250000 Penalty: 3989.019775
	Iteration 37F: 3 clusters Score -410462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66951.242188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66951.24 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67214.773438 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67214.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67335.093750 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67335.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67405.335938 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67405.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67447.695312 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67467.640625 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67467.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67483.375000 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67483.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67489.203125 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67490.218750 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67490.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67490.218750 Penalty: 3174.527832
	Iteration 9F: 3 clusters Score -67490.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Entering Unmasked Estep 
Score: -1148937.250000 Penalty: 2243.538574
	Iteration 0F: 2 clusters Score -1148937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1142228.375000 Penalty: 4487.077148
	Iteration 0F: 3 clusters Score -1142228 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1144054.000000 Penalty: 4487.077148
	Iteration 1F: 3 clusters Score -1144054 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1144356.500000 Penalty: 4487.077148
	Iteration 2F: 3 clusters Score -1144356 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1144592.125000 Penalty: 4487.077148
	Iteration 3F: 3 clusters Score -1144592 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1144791.375000 Penalty: 4487.077148
	Iteration 4Q: 3 clusters Score -1144791 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1145025.125000 Penalty: 4487.077148
	Iteration 5Q: 3 clusters Score -1145025 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1145360.250000 Penalty: 4487.077148
	Iteration 6F: 3 clusters Score -1145360 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1145906.250000 Penalty: 4487.077148
	Iteration 7F: 3 clusters Score -1145906 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1146668.000000 Penalty: 4487.077148
	Iteration 8F: 3 clusters Score -1146668 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1147303.875000 Penalty: 4487.077148
	Iteration 9F: 3 clusters Score -1147304 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1147753.500000 Penalty: 4487.077148
	Iteration 10Q: 3 clusters Score -1147754 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1147992.125000 Penalty: 4487.077148
	Iteration 11Q: 3 clusters Score -1147992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1148090.500000 Penalty: 4487.077148
	Iteration 12Q: 3 clusters Score -1148090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1148138.875000 Penalty: 4487.077148
	Iteration 13Q: 3 clusters Score -1148139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1148162.250000 Penalty: 4487.077148
	Iteration 14Q: 3 clusters Score -1148162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1148175.125000 Penalty: 4487.077148
	Iteration 15Q: 3 clusters Score -1148175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1148183.000000 Penalty: 4487.077148
	Iteration 16Q: 3 clusters Score -1148183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1148189.000000 Penalty: 4487.077148
	Iteration 17Q: 3 clusters Score -1148189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1148192.000000 Penalty: 4487.077148
	Iteration 18Q: 3 clusters Score -1148192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1148197.375000 Penalty: 4487.077148
	Iteration 19Q: 3 clusters Score -1148197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1148201.750000 Penalty: 4487.077148
	Iteration 20F: 3 clusters Score -1148202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1148203.875000 Penalty: 4487.077148
	Iteration 21Q: 3 clusters Score -1148204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1148206.000000 Penalty: 4487.077148
	Iteration 22Q: 3 clusters Score -1148206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1148207.125000 Penalty: 4487.077148
	Iteration 23Q: 3 clusters Score -1148207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1148207.500000 Penalty: 4487.077148
	Iteration 24Q: 3 clusters Score -1148208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1148206.375000 Penalty: 4487.077148
	Iteration 25Q: 3 clusters Score -1148206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1148206.375000 Penalty: 4487.077148
	Iteration 26F: 3 clusters Score -1148206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (142373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Entering Unmasked Estep 
Score: -19121522.000000 Penalty: 2942.818848
	Iteration 0F: 2 clusters Score -1.912152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -19036004.000000 Penalty: 5885.637695
	Iteration 0F: 3 clusters Score -1.9036e+07 nChanged 68000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -19075614.000000 Penalty: 5885.637695
	Iteration 1F: 3 clusters Score -1.907561e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -19078046.000000 Penalty: 5885.637695
	Iteration 2Q: 3 clusters Score -1.907805e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -19081820.000000 Penalty: 5885.637695
	Iteration 3Q: 3 clusters Score -1.908182e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -19087252.000000 Penalty: 5885.637695
	Iteration 4F: 3 clusters Score -1.908725e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -19093670.000000 Penalty: 5885.637695
	Iteration 5F: 3 clusters Score -1.909367e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -19100196.000000 Penalty: 5885.637695
	Iteration 6F: 3 clusters Score -1.91002e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -19106202.000000 Penalty: 5885.637695
	Iteration 7F: 3 clusters Score -1.91062e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -19110828.000000 Penalty: 5885.637695
	Iteration 8F: 3 clusters Score -1.911083e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -19113938.000000 Penalty: 5885.637695
	Iteration 9Q: 3 clusters Score -1.911394e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -19115930.000000 Penalty: 5885.637695
	Iteration 10Q: 3 clusters Score -1.911593e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -19116834.000000 Penalty: 5885.637695
	Iteration 11Q: 3 clusters Score -1.911683e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -19117404.000000 Penalty: 5885.637695
	Iteration 12Q: 3 clusters Score -1.91174e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -19117814.000000 Penalty: 5885.637695
	Iteration 13Q: 3 clusters Score -1.911781e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -19118104.000000 Penalty: 5885.637695
	Iteration 14Q: 3 clusters Score -1.91181e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -19118362.000000 Penalty: 5885.637695
	Iteration 15Q: 3 clusters Score -1.911836e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -19118468.000000 Penalty: 5885.637695
	Iteration 16Q: 3 clusters Score -1.911847e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -19118640.000000 Penalty: 5885.637695
	Iteration 17Q: 3 clusters Score -1.911864e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -19118938.000000 Penalty: 5885.637695
	Iteration 18Q: 3 clusters Score -1.911894e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -19119048.000000 Penalty: 5885.637695
	Iteration 19Q: 3 clusters Score -1.911905e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -19119336.000000 Penalty: 5885.637695
	Iteration 20F: 3 clusters Score -1.911934e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -19119568.000000 Penalty: 5885.637695
	Iteration 21Q: 3 clusters Score -1.911957e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -19119710.000000 Penalty: 5885.637695
	Iteration 22Q: 3 clusters Score -1.911971e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -19119940.000000 Penalty: 5885.637695
	Iteration 23Q: 3 clusters Score -1.911994e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -19120116.000000 Penalty: 5885.637695
	Iteration 24Q: 3 clusters Score -1.912012e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -19120170.000000 Penalty: 5885.637695
	Iteration 25Q: 3 clusters Score -1.912017e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -19120336.000000 Penalty: 5885.637695
	Iteration 26Q: 3 clusters Score -1.912034e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -19120372.000000 Penalty: 5885.637695
	Iteration 27Q: 3 clusters Score -1.912037e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -19120472.000000 Penalty: 5885.637695
	Iteration 28Q: 3 clusters Score -1.912047e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -19120518.000000 Penalty: 5885.637695
	Iteration 29Q: 3 clusters Score -1.912052e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 101746 members 
Entering Unmasked Estep 
Score: -19120574.000000 Penalty: 5885.637695
	Iteration 30Q: 3 clusters Score -1.912057e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -19120584.000000 Penalty: 5885.637695
	Iteration 31Q: 3 clusters Score -1.912058e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -19120628.000000 Penalty: 5885.637695
	Iteration 32Q: 3 clusters Score -1.912063e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -19120658.000000 Penalty: 5885.637695
	Iteration 33Q: 3 clusters Score -1.912066e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -19120672.000000 Penalty: 5885.637695
	Iteration 34Q: 3 clusters Score -1.912067e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -19120656.000000 Penalty: 5885.637695
	Iteration 35Q: 3 clusters Score -1.912066e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -19120672.000000 Penalty: 5885.637695
	Iteration 36Q: 3 clusters Score -1.912067e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -19120692.000000 Penalty: 5885.637695
	Iteration 37Q: 3 clusters Score -1.912069e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 101876 members 
Entering Unmasked Estep 
Score: -19120714.000000 Penalty: 5885.637695
	Iteration 38Q: 3 clusters Score -1.912071e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -19120744.000000 Penalty: 5885.637695
	Iteration 39Q: 3 clusters Score -1.912074e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -19120718.000000 Penalty: 5885.637695
	Iteration 40F: 3 clusters Score -1.912072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -19120710.000000 Penalty: 5885.637695
	Iteration 41Q: 3 clusters Score -1.912071e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -19120718.000000 Penalty: 5885.637695
	Iteration 42Q: 3 clusters Score -1.912072e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -19120720.000000 Penalty: 5885.637695
	Iteration 43Q: 3 clusters Score -1.912072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -19120710.000000 Penalty: 5885.637695
	Iteration 44Q: 3 clusters Score -1.912071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -19120732.000000 Penalty: 5885.637695
	Iteration 45Q: 3 clusters Score -1.912073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -19120728.000000 Penalty: 5885.637695
	Iteration 46Q: 3 clusters Score -1.912073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -19120736.000000 Penalty: 5885.637695
	Iteration 47Q: 3 clusters Score -1.912074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -19120720.000000 Penalty: 5885.637695
	Iteration 48Q: 3 clusters Score -1.912072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -19120726.000000 Penalty: 5885.637695
	Iteration 49Q: 3 clusters Score -1.912073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -19120744.000000 Penalty: 5885.637695
	Iteration 50Q: 3 clusters Score -1.912074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -19120734.000000 Penalty: 5885.637695
	Iteration 51Q: 3 clusters Score -1.912073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -19120716.000000 Penalty: 5885.637695
	Iteration 52Q: 3 clusters Score -1.912072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -19120728.000000 Penalty: 5885.637695
	Iteration 53Q: 3 clusters Score -1.912073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -19120738.000000 Penalty: 5885.637695
	Iteration 54Q: 3 clusters Score -1.912074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -19120744.000000 Penalty: 5885.637695
	Iteration 55Q: 3 clusters Score -1.912074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -19120738.000000 Penalty: 5885.637695
	Iteration 56Q: 3 clusters Score -1.912074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -19120750.000000 Penalty: 5885.637695
	Iteration 57Q: 3 clusters Score -1.912075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -19120746.000000 Penalty: 5885.637695
	Iteration 58Q: 3 clusters Score -1.912075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -19120756.000000 Penalty: 5885.637695
	Iteration 59Q: 3 clusters Score -1.912076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -19120744.000000 Penalty: 5885.637695
	Iteration 60F: 3 clusters Score -1.912074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -19120738.000000 Penalty: 5885.637695
	Iteration 61Q: 3 clusters Score -1.912074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -19120754.000000 Penalty: 5885.637695
	Iteration 62Q: 3 clusters Score -1.912075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -19120736.000000 Penalty: 5885.637695
	Iteration 63Q: 3 clusters Score -1.912074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -19120732.000000 Penalty: 5885.637695
	Iteration 64Q: 3 clusters Score -1.912073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -19120742.000000 Penalty: 5885.637695
	Iteration 65Q: 3 clusters Score -1.912074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -19120738.000000 Penalty: 5885.637695
	Iteration 66Q: 3 clusters Score -1.912074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -19120728.000000 Penalty: 5885.637695
	Iteration 67Q: 3 clusters Score -1.912073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -19120726.000000 Penalty: 5885.637695
	Iteration 68Q: 3 clusters Score -1.912073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -19120734.000000 Penalty: 5885.637695
	Iteration 69Q: 3 clusters Score -1.912073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -19120714.000000 Penalty: 5885.637695
	Iteration 70Q: 3 clusters Score -1.912071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 101754 members 
Entering Unmasked Estep 
Score: -19120714.000000 Penalty: 5885.637695
	Iteration 71Q: 3 clusters Score -1.912071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 101754 members 
Entering Unmasked Estep 
Score: -19120720.000000 Penalty: 5885.637695
	Iteration 72Q: 3 clusters Score -1.912072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -19120718.000000 Penalty: 5885.637695
	Iteration 73Q: 3 clusters Score -1.912072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -19120730.000000 Penalty: 5885.637695
	Iteration 74Q: 3 clusters Score -1.912073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -19120730.000000 Penalty: 5885.637695
	Iteration 75F: 3 clusters Score -1.912073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26695.152344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26695.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25555.828125 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25555.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25794.011719 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25794.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25952.697266 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25952.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26009.576172 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26009.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26037.998047 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26060.107422 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26060.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26077.195312 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26163.138672 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26163.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26245.867188 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -26245.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26253.658203 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -26253.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26258.224609 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -26258.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26262.453125 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -26262.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26263.882812 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -26263.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26265.373047 Penalty: 2838.898193
	Iteration 13Q: 3 clusters Score -26265.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26267.089844 Penalty: 2838.898193
	Iteration 14F: 3 clusters Score -26267.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26279.833984 Penalty: 2838.898193
	Iteration 15Q: 3 clusters Score -26279.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26285.669922 Penalty: 2838.898193
	Iteration 16Q: 3 clusters Score -26285.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26285.669922 Penalty: 2838.898193
	Iteration 17F: 3 clusters Score -26285.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -14370.658203 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -14370.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13444.893555 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -13444.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13485.218750 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -13485.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13493.685547 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -13493.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13499.998047 Penalty: 2390.859619
	Iteration 3Q: 3 clusters Score -13500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13499.998047 Penalty: 2390.859619
	Iteration 4F: 3 clusters Score -13500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 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 295 members 
Entering Unmasked Estep 
Score: -63243.074219 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63243.07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63572.257812 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63572.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63774.632812 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63774.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63936.218750 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -63936.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64082.402344 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -64082.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64229.011719 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -64229.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64374.070312 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -64374.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64467.429688 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -64467.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64514.824219 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64514.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64544.941406 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -64544.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64562.695312 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -64562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64572.339844 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -64572.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64572.339844 Penalty: 3162.856689
	Iteration 12F: 3 clusters Score -64572.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -77822.500000 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -77822.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76196.710938 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -76196.71 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76532.257812 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -76532.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76775.890625 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -76775.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76897.492188 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -76897.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76999.062500 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -76999.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77063.328125 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -77063.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77109.796875 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -77109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77125.515625 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -77125.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77136.101562 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -77136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77137.937500 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -77137.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77137.937500 Penalty: 3223.894287
	Iteration 10F: 3 clusters Score -77137.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 25186 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 44138 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 27097 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32850 members 
Mstep: Class 16 contains 142752 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8489 members 
Mstep: Class 20 contains 142373 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757900.000000 Penalty: 74571.539062
Iteration 439Q: 24 clusters Score -6.27579e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 5856 members 
Mstep: Class 7 contains 25193 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32856 members 
Mstep: Class 16 contains 142787 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8495 members 
Mstep: Class 20 contains 142282 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757916.000000 Penalty: 74571.539062
Iteration 440F: 24 clusters Score -6.275792e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22017 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 25193 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 44177 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32855 members 
Mstep: Class 16 contains 142823 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 142191 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757912.000000 Penalty: 74571.539062
Iteration 441Q: 24 clusters Score -6.275791e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 5858 members 
Mstep: Class 7 contains 25192 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32849 members 
Mstep: Class 16 contains 142874 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 142091 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757928.000000 Penalty: 74571.539062
Iteration 442Q: 24 clusters Score -6.275793e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 22027 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 25194 members 
Mstep: Class 8 contains 4980 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 44228 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 27079 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32852 members 
Mstep: Class 16 contains 142896 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8527 members 
Mstep: Class 20 contains 142016 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757968.000000 Penalty: 74571.539062
Iteration 443Q: 24 clusters Score -6.275797e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 44248 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32846 members 
Mstep: Class 16 contains 142939 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8533 members 
Mstep: Class 20 contains 141938 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758024.000000 Penalty: 74571.539062
Iteration 444Q: 24 clusters Score -6.275802e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 22033 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 44281 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 27067 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32845 members 
Mstep: Class 16 contains 142970 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8538 members 
Mstep: Class 20 contains 141854 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758060.000000 Penalty: 74571.539062
Iteration 445Q: 24 clusters Score -6.275806e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 25212 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 44309 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32844 members 
Mstep: Class 16 contains 143011 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8544 members 
Mstep: Class 20 contains 141760 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758040.000000 Penalty: 74571.539062
Iteration 446Q: 24 clusters Score -6.275804e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 25221 members 
Mstep: Class 8 contains 5005 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 44348 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 27053 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32849 members 
Mstep: Class 16 contains 143033 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8547 members 
Mstep: Class 20 contains 141680 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757972.000000 Penalty: 74571.539062
Iteration 447Q: 24 clusters Score -6.275797e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 25225 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 44381 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 27052 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32851 members 
Mstep: Class 16 contains 143066 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8550 members 
Mstep: Class 20 contains 141594 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757964.000000 Penalty: 74571.539062
Iteration 448Q: 24 clusters Score -6.275796e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 44415 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 27047 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32853 members 
Mstep: Class 16 contains 143101 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 141505 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758052.000000 Penalty: 74571.539062
Iteration 449Q: 24 clusters Score -6.275805e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 25226 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 44446 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32858 members 
Mstep: Class 16 contains 143137 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 141428 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758072.000000 Penalty: 74571.539062
Iteration 450Q: 24 clusters Score -6.275807e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 25226 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 44465 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 27039 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32861 members 
Mstep: Class 16 contains 143163 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 141370 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758136.000000 Penalty: 74571.539062
Iteration 451Q: 24 clusters Score -6.275814e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 44479 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 27038 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32863 members 
Mstep: Class 16 contains 143190 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8560 members 
Mstep: Class 20 contains 141315 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758096.000000 Penalty: 74571.539062
Iteration 452Q: 24 clusters Score -6.27581e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 27036 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32868 members 
Mstep: Class 16 contains 143205 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8563 members 
Mstep: Class 20 contains 141262 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758240.000000 Penalty: 74571.539062
Iteration 453Q: 24 clusters Score -6.275824e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25226 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 44517 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 27034 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32872 members 
Mstep: Class 16 contains 143218 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 141212 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758236.000000 Penalty: 74571.539062
Iteration 454Q: 24 clusters Score -6.275824e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25230 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 44529 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 27033 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32873 members 
Mstep: Class 16 contains 143241 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 141162 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758156.000000 Penalty: 74571.539062
Iteration 455Q: 24 clusters Score -6.275816e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25239 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 44543 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 27027 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32871 members 
Mstep: Class 16 contains 143264 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8569 members 
Mstep: Class 20 contains 141117 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758112.000000 Penalty: 74571.539062
Iteration 456Q: 24 clusters Score -6.275811e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22031 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 44555 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 27024 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32875 members 
Mstep: Class 16 contains 143272 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 141080 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758200.000000 Penalty: 74571.539062
Iteration 457Q: 24 clusters Score -6.27582e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 44574 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 27022 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32876 members 
Mstep: Class 16 contains 143275 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 141034 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758176.000000 Penalty: 74571.539062
Iteration 458Q: 24 clusters Score -6.275818e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 44587 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 27022 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32877 members 
Mstep: Class 16 contains 143282 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 140998 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758180.000000 Penalty: 74571.539062
Iteration 459Q: 24 clusters Score -6.275818e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 25245 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 44595 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 27015 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32878 members 
Mstep: Class 16 contains 143311 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 140956 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758252.000000 Penalty: 74571.539062
Iteration 460F: 24 clusters Score -6.275825e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 27010 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32879 members 
Mstep: Class 16 contains 143335 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8585 members 
Mstep: Class 20 contains 140921 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758164.000000 Penalty: 74571.539062
Iteration 461Q: 24 clusters Score -6.275816e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 25240 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 27008 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32875 members 
Mstep: Class 16 contains 143312 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8591 members 
Mstep: Class 20 contains 140910 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758240.000000 Penalty: 74571.539062
Iteration 462Q: 24 clusters Score -6.275824e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 44622 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 27006 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32871 members 
Mstep: Class 16 contains 143308 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 20 contains 140880 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758132.000000 Penalty: 74571.539062
Iteration 463Q: 24 clusters Score -6.275813e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25252 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 44633 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 26999 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32865 members 
Mstep: Class 16 contains 143320 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 140852 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758208.000000 Penalty: 74571.539062
Iteration 464Q: 24 clusters Score -6.275821e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 44635 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 26994 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32863 members 
Mstep: Class 16 contains 143335 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 140825 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758200.000000 Penalty: 74571.539062
Iteration 465Q: 24 clusters Score -6.27582e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 44643 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 26991 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32860 members 
Mstep: Class 16 contains 143356 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8612 members 
Mstep: Class 20 contains 140775 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758124.000000 Penalty: 74571.539062
Iteration 466Q: 24 clusters Score -6.275812e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25246 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 44654 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32862 members 
Mstep: Class 16 contains 143350 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 140745 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758164.000000 Penalty: 74571.539062
Iteration 467Q: 24 clusters Score -6.275816e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22040 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25246 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 44664 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 26976 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32864 members 
Mstep: Class 16 contains 143344 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 140711 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758160.000000 Penalty: 74571.539062
Iteration 468Q: 24 clusters Score -6.275816e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25245 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 44671 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 26973 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32863 members 
Mstep: Class 16 contains 143340 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 140681 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758128.000000 Penalty: 74571.539062
Iteration 469Q: 24 clusters Score -6.275813e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25251 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 44675 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32862 members 
Mstep: Class 16 contains 143358 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 140623 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758068.000000 Penalty: 74571.539062
Iteration 470Q: 24 clusters Score -6.275807e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25252 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 44681 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32861 members 
Mstep: Class 16 contains 143374 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 140566 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758112.000000 Penalty: 74571.539062
Iteration 471Q: 24 clusters Score -6.275811e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 25253 members 
Mstep: Class 8 contains 5289 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 44689 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32859 members 
Mstep: Class 16 contains 143389 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8651 members 
Mstep: Class 20 contains 140509 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758132.000000 Penalty: 74571.539062
Iteration 472Q: 24 clusters Score -6.275813e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25258 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 44698 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32858 members 
Mstep: Class 16 contains 143401 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 140456 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758116.000000 Penalty: 74571.539062
Iteration 473Q: 24 clusters Score -6.275812e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25257 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 44700 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32858 members 
Mstep: Class 16 contains 143433 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 140400 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758132.000000 Penalty: 74571.539062
Iteration 474Q: 24 clusters Score -6.275813e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 44703 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32858 members 
Mstep: Class 16 contains 143460 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 20 contains 140351 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758060.000000 Penalty: 74571.539062
Iteration 475Q: 24 clusters Score -6.275806e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 25264 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 44709 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32858 members 
Mstep: Class 16 contains 143485 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 20 contains 140297 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758132.000000 Penalty: 74571.539062
Iteration 476Q: 24 clusters Score -6.275813e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25271 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 44714 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 26973 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32855 members 
Mstep: Class 16 contains 143503 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 140243 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758228.000000 Penalty: 74571.539062
Iteration 477Q: 24 clusters Score -6.275823e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25274 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 44719 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32855 members 
Mstep: Class 16 contains 143514 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8683 members 
Mstep: Class 20 contains 140193 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758264.000000 Penalty: 74571.539062
Iteration 478Q: 24 clusters Score -6.275826e+07 nChanged 113
Entering ConstructFrom: 
Score: -62758264.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -412993.031250 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -412993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -409557.625000 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -409557.6 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -410384.781250 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -410384.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410662.281250 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -410662.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -410830.750000 Penalty: 4015.416748
	Iteration 3F: 3 clusters Score -410830.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -410971.625000 Penalty: 4015.416748
	Iteration 4F: 3 clusters Score -410971.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -411057.218750 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -411057.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411123.750000 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -411123.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -411180.875000 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -411180.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -411222.343750 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -411222.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -411257.875000 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -411257.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -411289.937500 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -411289.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -411317.437500 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -411317.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -411337.656250 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -411337.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -411360.031250 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -411360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -411381.750000 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -411381.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -411403.906250 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -411403.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -411430.500000 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -411430.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -411450.531250 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -411450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -411460.281250 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -411460.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -411474.718750 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -411474.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -411495.875000 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -411495.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -411517.750000 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -411517.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -411532.000000 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -411532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -411544.562500 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -411544.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -411554.562500 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -411554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -411559.750000 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -411559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -411563.375000 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -411563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -411567.187500 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -411567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -411573.656250 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -411573.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -411580.656250 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -411580.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -411585.718750 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -411585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -411589.437500 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -411589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -411593.312500 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -411593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -411593.718750 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -411593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -411594.031250 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -411594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -411597.875000 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -411597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -411602.875000 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -411602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -411606.281250 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -411606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -411608.593750 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -411608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -411611.750000 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -411611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -411617.000000 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -411617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -411620.656250 Penalty: 4015.416748
	Iteration 41Q: 3 clusters Score -411620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -411621.781250 Penalty: 4015.416748
	Iteration 42Q: 3 clusters Score -411621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -411622.062500 Penalty: 4015.416748
	Iteration 43Q: 3 clusters Score -411622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -411624.406250 Penalty: 4015.416748
	Iteration 44Q: 3 clusters Score -411624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -411627.468750 Penalty: 4015.416748
	Iteration 45Q: 3 clusters Score -411627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -411631.781250 Penalty: 4015.416748
	Iteration 46Q: 3 clusters Score -411631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -411639.312500 Penalty: 4015.416748
	Iteration 47Q: 3 clusters Score -411639.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -411644.125000 Penalty: 4015.416748
	Iteration 48Q: 3 clusters Score -411644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -411648.656250 Penalty: 4015.416748
	Iteration 49Q: 3 clusters Score -411648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -411652.875000 Penalty: 4015.416748
	Iteration 50Q: 3 clusters Score -411652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -411652.875000 Penalty: 4015.416748
	Iteration 51F: 3 clusters Score -411652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Entering Unmasked Estep 
Score: -2985462.250000 Penalty: 2480.118408
	Iteration 0F: 2 clusters Score -2985462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2970054.000000 Penalty: 4960.236816
	Iteration 0F: 3 clusters Score -2970054 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2975239.000000 Penalty: 4960.236816
	Iteration 1F: 3 clusters Score -2975239 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2975618.000000 Penalty: 4960.236816
	Iteration 2F: 3 clusters Score -2975618 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2975938.000000 Penalty: 4960.236816
	Iteration 3Q: 3 clusters Score -2975938 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2976217.000000 Penalty: 4960.236816
	Iteration 4Q: 3 clusters Score -2976217 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2976467.500000 Penalty: 4960.236816
	Iteration 5Q: 3 clusters Score -2976468 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2976684.500000 Penalty: 4960.236816
	Iteration 6Q: 3 clusters Score -2976684 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2976891.500000 Penalty: 4960.236816
	Iteration 7Q: 3 clusters Score -2976892 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2977091.000000 Penalty: 4960.236816
	Iteration 8Q: 3 clusters Score -2977091 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2977276.000000 Penalty: 4960.236816
	Iteration 9Q: 3 clusters Score -2977276 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2977444.750000 Penalty: 4960.236816
	Iteration 10Q: 3 clusters Score -2977445 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2977603.750000 Penalty: 4960.236816
	Iteration 11Q: 3 clusters Score -2977604 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2977747.750000 Penalty: 4960.236816
	Iteration 12Q: 3 clusters Score -2977748 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2977886.250000 Penalty: 4960.236816
	Iteration 13Q: 3 clusters Score -2977886 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2978029.750000 Penalty: 4960.236816
	Iteration 14Q: 3 clusters Score -2978030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2978167.500000 Penalty: 4960.236816
	Iteration 15Q: 3 clusters Score -2978168 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2978328.250000 Penalty: 4960.236816
	Iteration 16Q: 3 clusters Score -2978328 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2978496.750000 Penalty: 4960.236816
	Iteration 17Q: 3 clusters Score -2978497 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2978659.750000 Penalty: 4960.236816
	Iteration 18Q: 3 clusters Score -2978660 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2978834.250000 Penalty: 4960.236816
	Iteration 19Q: 3 clusters Score -2978834 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2979085.250000 Penalty: 4960.236816
	Iteration 20F: 3 clusters Score -2979085 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2979356.750000 Penalty: 4960.236816
	Iteration 21Q: 3 clusters Score -2979357 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2979658.500000 Penalty: 4960.236816
	Iteration 22Q: 3 clusters Score -2979658 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2980013.750000 Penalty: 4960.236816
	Iteration 23Q: 3 clusters Score -2980014 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2980433.500000 Penalty: 4960.236816
	Iteration 24Q: 3 clusters Score -2980434 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2980884.750000 Penalty: 4960.236816
	Iteration 25Q: 3 clusters Score -2980885 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2981370.250000 Penalty: 4960.236816
	Iteration 26Q: 3 clusters Score -2981370 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2981798.250000 Penalty: 4960.236816
	Iteration 27Q: 3 clusters Score -2981798 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2982183.750000 Penalty: 4960.236816
	Iteration 28Q: 3 clusters Score -2982184 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2982482.250000 Penalty: 4960.236816
	Iteration 29Q: 3 clusters Score -2982482 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2982733.250000 Penalty: 4960.236816
	Iteration 30Q: 3 clusters Score -2982733 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2982897.250000 Penalty: 4960.236816
	Iteration 31Q: 3 clusters Score -2982897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2983036.250000 Penalty: 4960.236816
	Iteration 32Q: 3 clusters Score -2983036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2983113.500000 Penalty: 4960.236816
	Iteration 33Q: 3 clusters Score -2983114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2983167.500000 Penalty: 4960.236816
	Iteration 34Q: 3 clusters Score -2983168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2983224.750000 Penalty: 4960.236816
	Iteration 35Q: 3 clusters Score -2983225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2983253.500000 Penalty: 4960.236816
	Iteration 36Q: 3 clusters Score -2983254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2983273.500000 Penalty: 4960.236816
	Iteration 37Q: 3 clusters Score -2983274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2983287.750000 Penalty: 4960.236816
	Iteration 38Q: 3 clusters Score -2983288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2983302.250000 Penalty: 4960.236816
	Iteration 39Q: 3 clusters Score -2983302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2983314.000000 Penalty: 4960.236816
	Iteration 40F: 3 clusters Score -2983314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2983329.250000 Penalty: 4960.236816
	Iteration 41Q: 3 clusters Score -2983329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2983344.500000 Penalty: 4960.236816
	Iteration 42Q: 3 clusters Score -2983344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2983348.250000 Penalty: 4960.236816
	Iteration 43Q: 3 clusters Score -2983348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2983353.750000 Penalty: 4960.236816
	Iteration 44Q: 3 clusters Score -2983354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2983354.500000 Penalty: 4960.236816
	Iteration 45Q: 3 clusters Score -2983354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2983355.750000 Penalty: 4960.236816
	Iteration 46Q: 3 clusters Score -2983356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2983359.750000 Penalty: 4960.236816
	Iteration 47Q: 3 clusters Score -2983360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2983360.750000 Penalty: 4960.236816
	Iteration 48Q: 3 clusters Score -2983361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2983362.250000 Penalty: 4960.236816
	Iteration 49Q: 3 clusters Score -2983362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2983362.250000 Penalty: 4960.236816
	Iteration 50F: 3 clusters Score -2983362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25336.332031 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25336.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24404.386719 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24404.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24596.900391 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24615.046875 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24615.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24636.054688 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24636.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24636.054688 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -24636.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -35217.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -35217.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33905.199219 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33905.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34141.410156 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34141.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34319.199219 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34319.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34555.996094 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -34556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34844.972656 Penalty: 2911.171387
	Iteration 4F: 3 clusters Score -34844.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35185.359375 Penalty: 2911.171387
	Iteration 5F: 3 clusters Score -35185.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35431.296875 Penalty: 2911.171387
	Iteration 6F: 3 clusters Score -35431.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -35503.402344 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -35503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -35571.375000 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -35571.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35620.453125 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -35620.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35711.746094 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -35711.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35748.519531 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -35748.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35764.285156 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -35764.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35768.179688 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -35768.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35770.519531 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -35770.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35791.820312 Penalty: 2911.171387
	Iteration 15F: 3 clusters Score -35791.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35850.789062 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -35850.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35880.601562 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -35880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35938.683594 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -35938.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35985.542969 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -35985.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36005.664062 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -36005.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36024.726562 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -36024.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36051.539062 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -36051.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36051.539062 Penalty: 2911.171387
	Iteration 23F: 3 clusters Score -36051.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25274 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44726 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32854 members 
Mstep: Class 15 contains 97 members 
Mstep: Class 16 contains 143533 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 140149 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
Score: -62757268.000000 Penalty: 77813.773438
Splitting cluster 4 changes total score from -62758264.000000 to -62757268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -612169.187500 Penalty: 2100.585205
	Iteration 0F: 2 clusters Score -612169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -607785.187500 Penalty: 4201.170410
	Iteration 0F: 3 clusters Score -607785.2 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -608843.437500 Penalty: 4201.170410
	Iteration 1F: 3 clusters Score -608843.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -609143.750000 Penalty: 4201.170410
	Iteration 2F: 3 clusters Score -609143.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -609458.437500 Penalty: 4201.170410
	Iteration 3F: 3 clusters Score -609458.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -609775.312500 Penalty: 4201.170410
	Iteration 4F: 3 clusters Score -609775.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -610055.500000 Penalty: 4201.170410
	Iteration 5F: 3 clusters Score -610055.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -610302.937500 Penalty: 4201.170410
	Iteration 6F: 3 clusters Score -610302.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -610475.812500 Penalty: 4201.170410
	Iteration 7F: 3 clusters Score -610475.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -610591.375000 Penalty: 4201.170410
	Iteration 8Q: 3 clusters Score -610591.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -610666.187500 Penalty: 4201.170410
	Iteration 9Q: 3 clusters Score -610666.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -610711.812500 Penalty: 4201.170410
	Iteration 10Q: 3 clusters Score -610711.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -610742.937500 Penalty: 4201.170410
	Iteration 11Q: 3 clusters Score -610742.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -610771.125000 Penalty: 4201.170410
	Iteration 12Q: 3 clusters Score -610771.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -610796.312500 Penalty: 4201.170410
	Iteration 13Q: 3 clusters Score -610796.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -610808.750000 Penalty: 4201.170410
	Iteration 14Q: 3 clusters Score -610808.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -610817.750000 Penalty: 4201.170410
	Iteration 15Q: 3 clusters Score -610817.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -610825.187500 Penalty: 4201.170410
	Iteration 16Q: 3 clusters Score -610825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -610836.125000 Penalty: 4201.170410
	Iteration 17Q: 3 clusters Score -610836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -610839.250000 Penalty: 4201.170410
	Iteration 18Q: 3 clusters Score -610839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -610841.875000 Penalty: 4201.170410
	Iteration 19Q: 3 clusters Score -610841.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -610844.562500 Penalty: 4201.170410
	Iteration 20F: 3 clusters Score -610844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -610848.937500 Penalty: 4201.170410
	Iteration 21Q: 3 clusters Score -610848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -610856.187500 Penalty: 4201.170410
	Iteration 22Q: 3 clusters Score -610856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -610858.937500 Penalty: 4201.170410
	Iteration 23Q: 3 clusters Score -610858.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -610863.062500 Penalty: 4201.170410
	Iteration 24Q: 3 clusters Score -610863.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -610864.000000 Penalty: 4201.170410
	Iteration 25Q: 3 clusters Score -610864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -610867.125000 Penalty: 4201.170410
	Iteration 26Q: 3 clusters Score -610867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -610867.125000 Penalty: 4201.170410
	Iteration 27F: 3 clusters Score -610867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -763686.500000 Penalty: 2152.005127
	Iteration 0F: 2 clusters Score -763686.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -758567.437500 Penalty: 4304.010254
	Iteration 0F: 3 clusters Score -758567.4 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -760011.250000 Penalty: 4304.010254
	Iteration 1F: 3 clusters Score -760011.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -760504.187500 Penalty: 4304.010254
	Iteration 2F: 3 clusters Score -760504.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -761069.937500 Penalty: 4304.010254
	Iteration 3F: 3 clusters Score -761069.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -761700.937500 Penalty: 4304.010254
	Iteration 4F: 3 clusters Score -761700.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -762229.562500 Penalty: 4304.010254
	Iteration 5F: 3 clusters Score -762229.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -762516.125000 Penalty: 4304.010254
	Iteration 6F: 3 clusters Score -762516.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -762682.250000 Penalty: 4304.010254
	Iteration 7Q: 3 clusters Score -762682.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -762778.937500 Penalty: 4304.010254
	Iteration 8Q: 3 clusters Score -762778.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -762832.812500 Penalty: 4304.010254
	Iteration 9Q: 3 clusters Score -762832.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -762876.875000 Penalty: 4304.010254
	Iteration 10Q: 3 clusters Score -762876.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -762928.062500 Penalty: 4304.010254
	Iteration 11Q: 3 clusters Score -762928.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -762988.875000 Penalty: 4304.010254
	Iteration 12Q: 3 clusters Score -762988.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -763041.687500 Penalty: 4304.010254
	Iteration 13Q: 3 clusters Score -763041.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -763091.250000 Penalty: 4304.010254
	Iteration 14Q: 3 clusters Score -763091.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -763137.062500 Penalty: 4304.010254
	Iteration 15Q: 3 clusters Score -763137.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -763175.000000 Penalty: 4304.010254
	Iteration 16Q: 3 clusters Score -763175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -763202.062500 Penalty: 4304.010254
	Iteration 17Q: 3 clusters Score -763202.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -763222.562500 Penalty: 4304.010254
	Iteration 18Q: 3 clusters Score -763222.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -763241.375000 Penalty: 4304.010254
	Iteration 19Q: 3 clusters Score -763241.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -763260.062500 Penalty: 4304.010254
	Iteration 20F: 3 clusters Score -763260.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -763276.875000 Penalty: 4304.010254
	Iteration 21Q: 3 clusters Score -763276.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -763289.750000 Penalty: 4304.010254
	Iteration 22Q: 3 clusters Score -763289.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -763300.125000 Penalty: 4304.010254
	Iteration 23Q: 3 clusters Score -763300.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -763306.062500 Penalty: 4304.010254
	Iteration 24Q: 3 clusters Score -763306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -763308.000000 Penalty: 4304.010254
	Iteration 25Q: 3 clusters Score -763308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -763312.000000 Penalty: 4304.010254
	Iteration 26Q: 3 clusters Score -763312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -763316.937500 Penalty: 4304.010254
	Iteration 27Q: 3 clusters Score -763316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -763317.187500 Penalty: 4304.010254
	Iteration 28Q: 3 clusters Score -763317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -763317.437500 Penalty: 4304.010254
	Iteration 29Q: 3 clusters Score -763317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -763317.437500 Penalty: 4304.010254
	Iteration 30F: 3 clusters Score -763317.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Entering Unmasked Estep 
Score: -3434166.750000 Penalty: 2514.107666
	Iteration 0F: 2 clusters Score -3434167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3416680.250000 Penalty: 5028.215332
	Iteration 0F: 3 clusters Score -3416680 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3422842.000000 Penalty: 5028.215332
	Iteration 1F: 3 clusters Score -3422842 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3423331.000000 Penalty: 5028.215332
	Iteration 2Q: 3 clusters Score -3423331 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3423758.250000 Penalty: 5028.215332
	Iteration 3Q: 3 clusters Score -3423758 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3424249.000000 Penalty: 5028.215332
	Iteration 4Q: 3 clusters Score -3424249 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3424785.000000 Penalty: 5028.215332
	Iteration 5Q: 3 clusters Score -3424785 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3425400.000000 Penalty: 5028.215332
	Iteration 6Q: 3 clusters Score -3425400 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3426113.250000 Penalty: 5028.215332
	Iteration 7Q: 3 clusters Score -3426113 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3426928.250000 Penalty: 5028.215332
	Iteration 8Q: 3 clusters Score -3426928 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3427781.000000 Penalty: 5028.215332
	Iteration 9Q: 3 clusters Score -3427781 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3428712.000000 Penalty: 5028.215332
	Iteration 10Q: 3 clusters Score -3428712 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3429535.750000 Penalty: 5028.215332
	Iteration 11Q: 3 clusters Score -3429536 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3430176.250000 Penalty: 5028.215332
	Iteration 12Q: 3 clusters Score -3430176 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3430624.000000 Penalty: 5028.215332
	Iteration 13Q: 3 clusters Score -3430624 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3430934.000000 Penalty: 5028.215332
	Iteration 14Q: 3 clusters Score -3430934 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3431195.000000 Penalty: 5028.215332
	Iteration 15Q: 3 clusters Score -3431195 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3431402.500000 Penalty: 5028.215332
	Iteration 16Q: 3 clusters Score -3431402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3431550.000000 Penalty: 5028.215332
	Iteration 17Q: 3 clusters Score -3431550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3431653.750000 Penalty: 5028.215332
	Iteration 18Q: 3 clusters Score -3431654 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3431730.500000 Penalty: 5028.215332
	Iteration 19Q: 3 clusters Score -3431730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3431784.500000 Penalty: 5028.215332
	Iteration 20F: 3 clusters Score -3431784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3431852.000000 Penalty: 5028.215332
	Iteration 21Q: 3 clusters Score -3431852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3431887.250000 Penalty: 5028.215332
	Iteration 22Q: 3 clusters Score -3431887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3431918.500000 Penalty: 5028.215332
	Iteration 23Q: 3 clusters Score -3431918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3431949.000000 Penalty: 5028.215332
	Iteration 24Q: 3 clusters Score -3431949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3431961.750000 Penalty: 5028.215332
	Iteration 25Q: 3 clusters Score -3431962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3431986.250000 Penalty: 5028.215332
	Iteration 26Q: 3 clusters Score -3431986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3431999.750000 Penalty: 5028.215332
	Iteration 27Q: 3 clusters Score -3432000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3432013.250000 Penalty: 5028.215332
	Iteration 28Q: 3 clusters Score -3432013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3432025.000000 Penalty: 5028.215332
	Iteration 29Q: 3 clusters Score -3432025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3432033.250000 Penalty: 5028.215332
	Iteration 30Q: 3 clusters Score -3432033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3432033.750000 Penalty: 5028.215332
	Iteration 31Q: 3 clusters Score -3432034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3432037.500000 Penalty: 5028.215332
	Iteration 32Q: 3 clusters Score -3432038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3432042.250000 Penalty: 5028.215332
	Iteration 33Q: 3 clusters Score -3432042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3432047.750000 Penalty: 5028.215332
	Iteration 34Q: 3 clusters Score -3432048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3432056.750000 Penalty: 5028.215332
	Iteration 35Q: 3 clusters Score -3432057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3432061.000000 Penalty: 5028.215332
	Iteration 36Q: 3 clusters Score -3432061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3432061.250000 Penalty: 5028.215332
	Iteration 37Q: 3 clusters Score -3432061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3432061.500000 Penalty: 5028.215332
	Iteration 38Q: 3 clusters Score -3432062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3432058.750000 Penalty: 5028.215332
	Iteration 39Q: 3 clusters Score -3432059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3432064.750000 Penalty: 5028.215332
	Iteration 40F: 3 clusters Score -3432065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3432064.500000 Penalty: 5028.215332
	Iteration 41Q: 3 clusters Score -3432064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3432066.000000 Penalty: 5028.215332
	Iteration 42Q: 3 clusters Score -3432066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3432066.000000 Penalty: 5028.215332
	Iteration 43F: 3 clusters Score -3432066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -723184.750000 Penalty: 2129.598877
	Iteration 0F: 2 clusters Score -723184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -718481.937500 Penalty: 4259.197754
	Iteration 0F: 3 clusters Score -718481.9 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -719614.187500 Penalty: 4259.197754
	Iteration 1F: 3 clusters Score -719614.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -719848.625000 Penalty: 4259.197754
	Iteration 2F: 3 clusters Score -719848.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -719984.187500 Penalty: 4259.197754
	Iteration 3Q: 3 clusters Score -719984.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -720090.875000 Penalty: 4259.197754
	Iteration 4Q: 3 clusters Score -720090.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -720180.562500 Penalty: 4259.197754
	Iteration 5Q: 3 clusters Score -720180.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -720248.687500 Penalty: 4259.197754
	Iteration 6Q: 3 clusters Score -720248.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -720306.562500 Penalty: 4259.197754
	Iteration 7Q: 3 clusters Score -720306.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -720345.500000 Penalty: 4259.197754
	Iteration 8Q: 3 clusters Score -720345.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -720383.312500 Penalty: 4259.197754
	Iteration 9Q: 3 clusters Score -720383.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -720426.187500 Penalty: 4259.197754
	Iteration 10Q: 3 clusters Score -720426.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -720471.625000 Penalty: 4259.197754
	Iteration 11Q: 3 clusters Score -720471.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -720519.125000 Penalty: 4259.197754
	Iteration 12Q: 3 clusters Score -720519.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -720569.062500 Penalty: 4259.197754
	Iteration 13Q: 3 clusters Score -720569.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -720616.312500 Penalty: 4259.197754
	Iteration 14Q: 3 clusters Score -720616.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -720665.500000 Penalty: 4259.197754
	Iteration 15Q: 3 clusters Score -720665.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -720713.875000 Penalty: 4259.197754
	Iteration 16Q: 3 clusters Score -720713.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -720762.437500 Penalty: 4259.197754
	Iteration 17Q: 3 clusters Score -720762.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -720817.875000 Penalty: 4259.197754
	Iteration 18Q: 3 clusters Score -720817.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -720866.187500 Penalty: 4259.197754
	Iteration 19Q: 3 clusters Score -720866.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -720921.687500 Penalty: 4259.197754
	Iteration 20F: 3 clusters Score -720921.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -720969.875000 Penalty: 4259.197754
	Iteration 21Q: 3 clusters Score -720969.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -721015.937500 Penalty: 4259.197754
	Iteration 22Q: 3 clusters Score -721015.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -721055.937500 Penalty: 4259.197754
	Iteration 23Q: 3 clusters Score -721055.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -721082.250000 Penalty: 4259.197754
	Iteration 24Q: 3 clusters Score -721082.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -721100.312500 Penalty: 4259.197754
	Iteration 25Q: 3 clusters Score -721100.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -721117.437500 Penalty: 4259.197754
	Iteration 26Q: 3 clusters Score -721117.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -721136.187500 Penalty: 4259.197754
	Iteration 27Q: 3 clusters Score -721136.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -721155.750000 Penalty: 4259.197754
	Iteration 28Q: 3 clusters Score -721155.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -721166.937500 Penalty: 4259.197754
	Iteration 29Q: 3 clusters Score -721166.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -721176.750000 Penalty: 4259.197754
	Iteration 30Q: 3 clusters Score -721176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -721188.500000 Penalty: 4259.197754
	Iteration 31Q: 3 clusters Score -721188.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -721197.687500 Penalty: 4259.197754
	Iteration 32Q: 3 clusters Score -721197.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -721209.875000 Penalty: 4259.197754
	Iteration 33Q: 3 clusters Score -721209.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -721220.812500 Penalty: 4259.197754
	Iteration 34Q: 3 clusters Score -721220.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -721233.625000 Penalty: 4259.197754
	Iteration 35Q: 3 clusters Score -721233.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -721244.125000 Penalty: 4259.197754
	Iteration 36Q: 3 clusters Score -721244.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -721252.750000 Penalty: 4259.197754
	Iteration 37Q: 3 clusters Score -721252.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -721261.937500 Penalty: 4259.197754
	Iteration 38Q: 3 clusters Score -721261.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -721273.125000 Penalty: 4259.197754
	Iteration 39Q: 3 clusters Score -721273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -721283.625000 Penalty: 4259.197754
	Iteration 40F: 3 clusters Score -721283.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -721292.187500 Penalty: 4259.197754
	Iteration 41Q: 3 clusters Score -721292.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -721300.875000 Penalty: 4259.197754
	Iteration 42Q: 3 clusters Score -721300.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -721308.875000 Penalty: 4259.197754
	Iteration 43Q: 3 clusters Score -721308.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -721318.187500 Penalty: 4259.197754
	Iteration 44Q: 3 clusters Score -721318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -721326.250000 Penalty: 4259.197754
	Iteration 45Q: 3 clusters Score -721326.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -721337.625000 Penalty: 4259.197754
	Iteration 46Q: 3 clusters Score -721337.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -721354.125000 Penalty: 4259.197754
	Iteration 47Q: 3 clusters Score -721354.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -721367.625000 Penalty: 4259.197754
	Iteration 48Q: 3 clusters Score -721367.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -721379.437500 Penalty: 4259.197754
	Iteration 49Q: 3 clusters Score -721379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -721385.937500 Penalty: 4259.197754
	Iteration 50Q: 3 clusters Score -721385.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -721394.937500 Penalty: 4259.197754
	Iteration 51Q: 3 clusters Score -721394.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -721400.250000 Penalty: 4259.197754
	Iteration 52Q: 3 clusters Score -721400.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -721405.000000 Penalty: 4259.197754
	Iteration 53Q: 3 clusters Score -721405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -721410.375000 Penalty: 4259.197754
	Iteration 54Q: 3 clusters Score -721410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -721417.750000 Penalty: 4259.197754
	Iteration 55Q: 3 clusters Score -721417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -721423.562500 Penalty: 4259.197754
	Iteration 56Q: 3 clusters Score -721423.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -721429.062500 Penalty: 4259.197754
	Iteration 57Q: 3 clusters Score -721429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -721432.937500 Penalty: 4259.197754
	Iteration 58Q: 3 clusters Score -721432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -721438.125000 Penalty: 4259.197754
	Iteration 59Q: 3 clusters Score -721438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -721441.250000 Penalty: 4259.197754
	Iteration 60F: 3 clusters Score -721441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -721445.125000 Penalty: 4259.197754
	Iteration 61Q: 3 clusters Score -721445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -721448.062500 Penalty: 4259.197754
	Iteration 62Q: 3 clusters Score -721448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -721453.125000 Penalty: 4259.197754
	Iteration 63Q: 3 clusters Score -721453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -721453.437500 Penalty: 4259.197754
	Iteration 64Q: 3 clusters Score -721453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -721456.562500 Penalty: 4259.197754
	Iteration 65Q: 3 clusters Score -721456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -721456.312500 Penalty: 4259.197754
	Iteration 66Q: 3 clusters Score -721456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -721457.687500 Penalty: 4259.197754
	Iteration 67Q: 3 clusters Score -721457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -721457.687500 Penalty: 4259.197754
	Iteration 68F: 3 clusters Score -721457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -392856.531250 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -392856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -389584.062500 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -389584.1 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -390203.187500 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -390203.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -390359.437500 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -390359.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -390457.781250 Penalty: 3966.173340
	Iteration 3F: 3 clusters Score -390457.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -390548.375000 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -390548.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -390648.156250 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -390648.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -390727.843750 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -390727.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -390793.406250 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -390793.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -390862.375000 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -390862.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -390922.968750 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -390923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -390969.062500 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -390969.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -391001.406250 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -391001.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -391033.687500 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -391033.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -391063.687500 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -391063.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -391090.468750 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -391090.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -391125.031250 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -391125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -391170.031250 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -391170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -391204.250000 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -391204.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -391233.687500 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -391233.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -391262.375000 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -391262.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -391279.625000 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -391279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -391296.656250 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -391296.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -391311.687500 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -391311.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -391321.968750 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -391322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -391328.500000 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -391328.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -391334.093750 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -391334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -391341.625000 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -391341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -391347.781250 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -391347.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -391352.843750 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -391352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -391359.218750 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -391359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -391364.031250 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -391364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -391367.937500 Penalty: 3966.173340
	Iteration 31Q: 3 clusters Score -391367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -391371.250000 Penalty: 3966.173340
	Iteration 32Q: 3 clusters Score -391371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -391374.281250 Penalty: 3966.173340
	Iteration 33Q: 3 clusters Score -391374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -391375.843750 Penalty: 3966.173340
	Iteration 34Q: 3 clusters Score -391375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -391375.937500 Penalty: 3966.173340
	Iteration 35Q: 3 clusters Score -391375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -391375.937500 Penalty: 3966.173340
	Iteration 36F: 3 clusters Score -391375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Entering Unmasked Estep 
Score: -5878654.000000 Penalty: 2655.660889
	Iteration 0F: 2 clusters Score -5878654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5848298.000000 Penalty: 5311.321777
	Iteration 0F: 3 clusters Score -5848298 nChanged 20672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -5859944.500000 Penalty: 5311.321777
	Iteration 1F: 3 clusters Score -5859944 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -5860634.000000 Penalty: 5311.321777
	Iteration 2Q: 3 clusters Score -5860634 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5861445.000000 Penalty: 5311.321777
	Iteration 3Q: 3 clusters Score -5861445 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5862655.000000 Penalty: 5311.321777
	Iteration 4F: 3 clusters Score -5862655 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5864343.500000 Penalty: 5311.321777
	Iteration 5F: 3 clusters Score -5864344 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -5866779.500000 Penalty: 5311.321777
	Iteration 6F: 3 clusters Score -5866780 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5869765.000000 Penalty: 5311.321777
	Iteration 7F: 3 clusters Score -5869765 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5872518.500000 Penalty: 5311.321777
	Iteration 8F: 3 clusters Score -5872518 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5874351.500000 Penalty: 5311.321777
	Iteration 9Q: 3 clusters Score -5874352 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5875462.500000 Penalty: 5311.321777
	Iteration 10Q: 3 clusters Score -5875462 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5875965.000000 Penalty: 5311.321777
	Iteration 11Q: 3 clusters Score -5875965 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5876173.500000 Penalty: 5311.321777
	Iteration 12Q: 3 clusters Score -5876174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5876284.000000 Penalty: 5311.321777
	Iteration 13Q: 3 clusters Score -5876284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5876342.000000 Penalty: 5311.321777
	Iteration 14Q: 3 clusters Score -5876342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5876383.500000 Penalty: 5311.321777
	Iteration 15Q: 3 clusters Score -5876384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5876404.500000 Penalty: 5311.321777
	Iteration 16Q: 3 clusters Score -5876404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5876410.000000 Penalty: 5311.321777
	Iteration 17Q: 3 clusters Score -5876410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5876415.500000 Penalty: 5311.321777
	Iteration 18Q: 3 clusters Score -5876416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5876416.000000 Penalty: 5311.321777
	Iteration 19Q: 3 clusters Score -5876416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5876412.500000 Penalty: 5311.321777
	Iteration 20F: 3 clusters Score -5876412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5876415.500000 Penalty: 5311.321777
	Iteration 21Q: 3 clusters Score -5876416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5876423.000000 Penalty: 5311.321777
	Iteration 22Q: 3 clusters Score -5876423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5876430.000000 Penalty: 5311.321777
	Iteration 23Q: 3 clusters Score -5876430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5876435.500000 Penalty: 5311.321777
	Iteration 24Q: 3 clusters Score -5876436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5876442.500000 Penalty: 5311.321777
	Iteration 25Q: 3 clusters Score -5876442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5876443.500000 Penalty: 5311.321777
	Iteration 26Q: 3 clusters Score -5876444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5876449.000000 Penalty: 5311.321777
	Iteration 27Q: 3 clusters Score -5876449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5876446.500000 Penalty: 5311.321777
	Iteration 28Q: 3 clusters Score -5876446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5876446.500000 Penalty: 5311.321777
	Iteration 29Q: 3 clusters Score -5876446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5876448.500000 Penalty: 5311.321777
	Iteration 30Q: 3 clusters Score -5876448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5876448.000000 Penalty: 5311.321777
	Iteration 31Q: 3 clusters Score -5876448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5876448.000000 Penalty: 5311.321777
	Iteration 32Q: 3 clusters Score -5876448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5876448.000000 Penalty: 5311.321777
	Iteration 33F: 3 clusters Score -5876448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -392343.437500 Penalty: 1977.342529
	Iteration 0F: 2 clusters Score -392343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -389145.000000 Penalty: 3954.685059
	Iteration 0F: 3 clusters Score -389145 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -389846.625000 Penalty: 3954.685059
	Iteration 1F: 3 clusters Score -389846.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -390088.812500 Penalty: 3954.685059
	Iteration 2F: 3 clusters Score -390088.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -390225.031250 Penalty: 3954.685059
	Iteration 3F: 3 clusters Score -390225 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -390357.687500 Penalty: 3954.685059
	Iteration 4Q: 3 clusters Score -390357.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -390470.968750 Penalty: 3954.685059
	Iteration 5Q: 3 clusters Score -390471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -390559.093750 Penalty: 3954.685059
	Iteration 6Q: 3 clusters Score -390559.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -390657.656250 Penalty: 3954.685059
	Iteration 7Q: 3 clusters Score -390657.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -390736.593750 Penalty: 3954.685059
	Iteration 8Q: 3 clusters Score -390736.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -390805.437500 Penalty: 3954.685059
	Iteration 9Q: 3 clusters Score -390805.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -390853.968750 Penalty: 3954.685059
	Iteration 10Q: 3 clusters Score -390854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -390905.781250 Penalty: 3954.685059
	Iteration 11Q: 3 clusters Score -390905.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -390931.687500 Penalty: 3954.685059
	Iteration 12Q: 3 clusters Score -390931.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -390955.875000 Penalty: 3954.685059
	Iteration 13Q: 3 clusters Score -390955.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -390972.343750 Penalty: 3954.685059
	Iteration 14Q: 3 clusters Score -390972.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -390982.312500 Penalty: 3954.685059
	Iteration 15Q: 3 clusters Score -390982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -390990.125000 Penalty: 3954.685059
	Iteration 16Q: 3 clusters Score -390990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -391002.656250 Penalty: 3954.685059
	Iteration 17Q: 3 clusters Score -391002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -391013.406250 Penalty: 3954.685059
	Iteration 18Q: 3 clusters Score -391013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -391022.500000 Penalty: 3954.685059
	Iteration 19Q: 3 clusters Score -391022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -391027.156250 Penalty: 3954.685059
	Iteration 20F: 3 clusters Score -391027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -391028.781250 Penalty: 3954.685059
	Iteration 21Q: 3 clusters Score -391028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -391029.937500 Penalty: 3954.685059
	Iteration 22Q: 3 clusters Score -391029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -391032.125000 Penalty: 3954.685059
	Iteration 23Q: 3 clusters Score -391032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -391033.093750 Penalty: 3954.685059
	Iteration 24Q: 3 clusters Score -391033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -391033.562500 Penalty: 3954.685059
	Iteration 25Q: 3 clusters Score -391033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -391033.562500 Penalty: 3954.685059
	Iteration 26F: 3 clusters Score -391033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Entering Unmasked Estep 
Score: -3638232.250000 Penalty: 2530.233643
	Iteration 0F: 2 clusters Score -3638232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3619673.000000 Penalty: 5060.467285
	Iteration 0F: 3 clusters Score -3619673 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3626089.000000 Penalty: 5060.467285
	Iteration 1F: 3 clusters Score -3626089 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3626539.000000 Penalty: 5060.467285
	Iteration 2Q: 3 clusters Score -3626539 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3627005.750000 Penalty: 5060.467285
	Iteration 3Q: 3 clusters Score -3627006 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3627476.750000 Penalty: 5060.467285
	Iteration 4Q: 3 clusters Score -3627477 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3628021.500000 Penalty: 5060.467285
	Iteration 5Q: 3 clusters Score -3628022 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3628612.500000 Penalty: 5060.467285
	Iteration 6Q: 3 clusters Score -3628612 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3629254.000000 Penalty: 5060.467285
	Iteration 7Q: 3 clusters Score -3629254 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3629869.750000 Penalty: 5060.467285
	Iteration 8Q: 3 clusters Score -3629870 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3630476.000000 Penalty: 5060.467285
	Iteration 9Q: 3 clusters Score -3630476 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3631109.750000 Penalty: 5060.467285
	Iteration 10Q: 3 clusters Score -3631110 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3631638.750000 Penalty: 5060.467285
	Iteration 11Q: 3 clusters Score -3631639 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3632103.000000 Penalty: 5060.467285
	Iteration 12Q: 3 clusters Score -3632103 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3632484.750000 Penalty: 5060.467285
	Iteration 13Q: 3 clusters Score -3632485 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3632836.500000 Penalty: 5060.467285
	Iteration 14Q: 3 clusters Score -3632836 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3633104.500000 Penalty: 5060.467285
	Iteration 15Q: 3 clusters Score -3633104 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3633363.500000 Penalty: 5060.467285
	Iteration 16Q: 3 clusters Score -3633364 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3633650.000000 Penalty: 5060.467285
	Iteration 17Q: 3 clusters Score -3633650 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3633925.250000 Penalty: 5060.467285
	Iteration 18Q: 3 clusters Score -3633925 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3634189.000000 Penalty: 5060.467285
	Iteration 19Q: 3 clusters Score -3634189 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3634455.750000 Penalty: 5060.467285
	Iteration 20F: 3 clusters Score -3634456 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3634679.000000 Penalty: 5060.467285
	Iteration 21Q: 3 clusters Score -3634679 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3634896.250000 Penalty: 5060.467285
	Iteration 22Q: 3 clusters Score -3634896 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3635077.250000 Penalty: 5060.467285
	Iteration 23Q: 3 clusters Score -3635077 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3635277.000000 Penalty: 5060.467285
	Iteration 24Q: 3 clusters Score -3635277 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3635391.500000 Penalty: 5060.467285
	Iteration 25Q: 3 clusters Score -3635392 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3635486.000000 Penalty: 5060.467285
	Iteration 26Q: 3 clusters Score -3635486 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3635583.250000 Penalty: 5060.467285
	Iteration 27Q: 3 clusters Score -3635583 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3635660.000000 Penalty: 5060.467285
	Iteration 28Q: 3 clusters Score -3635660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3635717.250000 Penalty: 5060.467285
	Iteration 29Q: 3 clusters Score -3635717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3635756.000000 Penalty: 5060.467285
	Iteration 30Q: 3 clusters Score -3635756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3635796.000000 Penalty: 5060.467285
	Iteration 31Q: 3 clusters Score -3635796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3635843.500000 Penalty: 5060.467285
	Iteration 32Q: 3 clusters Score -3635844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3635884.750000 Penalty: 5060.467285
	Iteration 33Q: 3 clusters Score -3635885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3635918.750000 Penalty: 5060.467285
	Iteration 34Q: 3 clusters Score -3635919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3635949.250000 Penalty: 5060.467285
	Iteration 35Q: 3 clusters Score -3635949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3635962.750000 Penalty: 5060.467285
	Iteration 36Q: 3 clusters Score -3635963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3635978.000000 Penalty: 5060.467285
	Iteration 37Q: 3 clusters Score -3635978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3635997.750000 Penalty: 5060.467285
	Iteration 38Q: 3 clusters Score -3635998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3636005.500000 Penalty: 5060.467285
	Iteration 39Q: 3 clusters Score -3636006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3636017.000000 Penalty: 5060.467285
	Iteration 40F: 3 clusters Score -3636017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3636019.750000 Penalty: 5060.467285
	Iteration 41Q: 3 clusters Score -3636020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3636033.250000 Penalty: 5060.467285
	Iteration 42Q: 3 clusters Score -3636033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3636032.500000 Penalty: 5060.467285
	Iteration 43Q: 3 clusters Score -3636032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3636034.500000 Penalty: 5060.467285
	Iteration 44Q: 3 clusters Score -3636034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3636035.250000 Penalty: 5060.467285
	Iteration 45Q: 3 clusters Score -3636035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3636038.000000 Penalty: 5060.467285
	Iteration 46Q: 3 clusters Score -3636038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3636046.750000 Penalty: 5060.467285
	Iteration 47Q: 3 clusters Score -3636047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3636048.750000 Penalty: 5060.467285
	Iteration 48Q: 3 clusters Score -3636049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3636051.250000 Penalty: 5060.467285
	Iteration 49Q: 3 clusters Score -3636051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3636059.000000 Penalty: 5060.467285
	Iteration 50Q: 3 clusters Score -3636059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3636065.750000 Penalty: 5060.467285
	Iteration 51Q: 3 clusters Score -3636066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3636068.250000 Penalty: 5060.467285
	Iteration 52Q: 3 clusters Score -3636068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3636066.750000 Penalty: 5060.467285
	Iteration 53Q: 3 clusters Score -3636067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3636071.000000 Penalty: 5060.467285
	Iteration 54Q: 3 clusters Score -3636071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3636070.250000 Penalty: 5060.467285
	Iteration 55Q: 3 clusters Score -3636070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3636070.500000 Penalty: 5060.467285
	Iteration 56Q: 3 clusters Score -3636070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3636073.750000 Penalty: 5060.467285
	Iteration 57Q: 3 clusters Score -3636074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3636076.500000 Penalty: 5060.467285
	Iteration 58Q: 3 clusters Score -3636076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3636084.750000 Penalty: 5060.467285
	Iteration 59Q: 3 clusters Score -3636085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3636084.750000 Penalty: 5060.467285
	Iteration 60F: 3 clusters Score -3636085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -82972.710938 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -82972.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81358.445312 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -81358.45 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81691.914062 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -81691.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81864.140625 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -81864.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81947.031250 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -81947.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82017.859375 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -82017.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82087.531250 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -82087.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82170.554688 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -82170.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82236.335938 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -82236.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82293.843750 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -82293.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82339.203125 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -82339.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82373.164062 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -82373.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82404.617188 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -82404.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82431.773438 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -82431.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82458.718750 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -82458.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82488.031250 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -82488.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82519.882812 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -82519.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82559.585938 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -82559.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82589.617188 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -82589.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82598.289062 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -82598.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82604.445312 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -82604.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82606.781250 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -82606.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Entering Unmasked Estep 
Score: -4486147.500000 Penalty: 2579.157471
	Iteration 0F: 2 clusters Score -4486148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4463696.500000 Penalty: 5158.314941
	Iteration 0F: 3 clusters Score -4463696 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4471742.500000 Penalty: 5158.314941
	Iteration 1F: 3 clusters Score -4471742 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4472180.000000 Penalty: 5158.314941
	Iteration 2Q: 3 clusters Score -4472180 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4472550.000000 Penalty: 5158.314941
	Iteration 3Q: 3 clusters Score -4472550 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4472914.000000 Penalty: 5158.314941
	Iteration 4Q: 3 clusters Score -4472914 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4473242.000000 Penalty: 5158.314941
	Iteration 5Q: 3 clusters Score -4473242 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4473633.500000 Penalty: 5158.314941
	Iteration 6Q: 3 clusters Score -4473634 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4474061.500000 Penalty: 5158.314941
	Iteration 7Q: 3 clusters Score -4474062 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4474549.500000 Penalty: 5158.314941
	Iteration 8Q: 3 clusters Score -4474550 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4475313.500000 Penalty: 5158.314941
	Iteration 9Q: 3 clusters Score -4475314 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4476344.000000 Penalty: 5158.314941
	Iteration 10F: 3 clusters Score -4476344 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4477718.500000 Penalty: 5158.314941
	Iteration 11F: 3 clusters Score -4477718 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -4479293.000000 Penalty: 5158.314941
	Iteration 12F: 3 clusters Score -4479293 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4480680.500000 Penalty: 5158.314941
	Iteration 13Q: 3 clusters Score -4480680 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -4481697.000000 Penalty: 5158.314941
	Iteration 14Q: 3 clusters Score -4481697 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4482285.000000 Penalty: 5158.314941
	Iteration 15Q: 3 clusters Score -4482285 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4482661.000000 Penalty: 5158.314941
	Iteration 16Q: 3 clusters Score -4482661 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4482870.500000 Penalty: 5158.314941
	Iteration 17Q: 3 clusters Score -4482870 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4483008.500000 Penalty: 5158.314941
	Iteration 18Q: 3 clusters Score -4483008 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4483131.000000 Penalty: 5158.314941
	Iteration 19Q: 3 clusters Score -4483131 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4483239.500000 Penalty: 5158.314941
	Iteration 20F: 3 clusters Score -4483240 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4483326.500000 Penalty: 5158.314941
	Iteration 21Q: 3 clusters Score -4483326 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4483400.000000 Penalty: 5158.314941
	Iteration 22Q: 3 clusters Score -4483400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4483475.000000 Penalty: 5158.314941
	Iteration 23Q: 3 clusters Score -4483475 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4483571.000000 Penalty: 5158.314941
	Iteration 24Q: 3 clusters Score -4483571 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4483635.000000 Penalty: 5158.314941
	Iteration 25Q: 3 clusters Score -4483635 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4483694.500000 Penalty: 5158.314941
	Iteration 26Q: 3 clusters Score -4483694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4483748.500000 Penalty: 5158.314941
	Iteration 27Q: 3 clusters Score -4483748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4483783.000000 Penalty: 5158.314941
	Iteration 28Q: 3 clusters Score -4483783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4483844.500000 Penalty: 5158.314941
	Iteration 29Q: 3 clusters Score -4483844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4483874.500000 Penalty: 5158.314941
	Iteration 30Q: 3 clusters Score -4483874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4483913.000000 Penalty: 5158.314941
	Iteration 31Q: 3 clusters Score -4483913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4483941.500000 Penalty: 5158.314941
	Iteration 32Q: 3 clusters Score -4483942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4483961.500000 Penalty: 5158.314941
	Iteration 33Q: 3 clusters Score -4483962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4483984.500000 Penalty: 5158.314941
	Iteration 34Q: 3 clusters Score -4483984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4484008.000000 Penalty: 5158.314941
	Iteration 35Q: 3 clusters Score -4484008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4484012.500000 Penalty: 5158.314941
	Iteration 36Q: 3 clusters Score -4484012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4484025.500000 Penalty: 5158.314941
	Iteration 37Q: 3 clusters Score -4484026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4484032.000000 Penalty: 5158.314941
	Iteration 38Q: 3 clusters Score -4484032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4484042.500000 Penalty: 5158.314941
	Iteration 39Q: 3 clusters Score -4484042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4484051.500000 Penalty: 5158.314941
	Iteration 40F: 3 clusters Score -4484052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4484054.000000 Penalty: 5158.314941
	Iteration 41Q: 3 clusters Score -4484054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4484072.000000 Penalty: 5158.314941
	Iteration 42Q: 3 clusters Score -4484072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4484074.500000 Penalty: 5158.314941
	Iteration 43Q: 3 clusters Score -4484074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4484077.000000 Penalty: 5158.314941
	Iteration 44Q: 3 clusters Score -4484077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4484077.500000 Penalty: 5158.314941
	Iteration 45Q: 3 clusters Score -4484078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4484080.500000 Penalty: 5158.314941
	Iteration 46Q: 3 clusters Score -4484080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4484077.000000 Penalty: 5158.314941
	Iteration 47Q: 3 clusters Score -4484077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4484084.000000 Penalty: 5158.314941
	Iteration 48Q: 3 clusters Score -4484084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4484093.000000 Penalty: 5158.314941
	Iteration 49Q: 3 clusters Score -4484093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4484093.500000 Penalty: 5158.314941
	Iteration 50Q: 3 clusters Score -4484094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4484094.000000 Penalty: 5158.314941
	Iteration 51Q: 3 clusters Score -4484094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4484095.000000 Penalty: 5158.314941
	Iteration 52Q: 3 clusters Score -4484095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4484093.000000 Penalty: 5158.314941
	Iteration 53Q: 3 clusters Score -4484093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4484093.000000 Penalty: 5158.314941
	Iteration 54F: 3 clusters Score -4484093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (143533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143533 members 
Entering Unmasked Estep 
Score: -19208640.000000 Penalty: 2944.831299
	Iteration 0F: 2 clusters Score -1.920864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -19125080.000000 Penalty: 5889.662598
	Iteration 0F: 3 clusters Score -1.912508e+07 nChanged 68748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -19164824.000000 Penalty: 5889.662598
	Iteration 1F: 3 clusters Score -1.916482e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -19165578.000000 Penalty: 5889.662598
	Iteration 2Q: 3 clusters Score -1.916558e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -19166540.000000 Penalty: 5889.662598
	Iteration 3Q: 3 clusters Score -1.916654e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -19167708.000000 Penalty: 5889.662598
	Iteration 4Q: 3 clusters Score -1.916771e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -19170060.000000 Penalty: 5889.662598
	Iteration 5Q: 3 clusters Score -1.917006e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -19174078.000000 Penalty: 5889.662598
	Iteration 6F: 3 clusters Score -1.917408e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -19181260.000000 Penalty: 5889.662598
	Iteration 7F: 3 clusters Score -1.918126e+07 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -19190170.000000 Penalty: 5889.662598
	Iteration 8F: 3 clusters Score -1.919017e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126061 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -19197834.000000 Penalty: 5889.662598
	Iteration 9F: 3 clusters Score -1.919783e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -19202760.000000 Penalty: 5889.662598
	Iteration 10F: 3 clusters Score -1.920276e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140925 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19204942.000000 Penalty: 5889.662598
	Iteration 11Q: 3 clusters Score -1.920494e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19205650.000000 Penalty: 5889.662598
	Iteration 12Q: 3 clusters Score -1.920565e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143142 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19205848.000000 Penalty: 5889.662598
	Iteration 13Q: 3 clusters Score -1.920585e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143264 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19205926.000000 Penalty: 5889.662598
	Iteration 14Q: 3 clusters Score -1.920593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143299 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19205980.000000 Penalty: 5889.662598
	Iteration 15Q: 3 clusters Score -1.920598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19206008.000000 Penalty: 5889.662598
	Iteration 16Q: 3 clusters Score -1.920601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19206026.000000 Penalty: 5889.662598
	Iteration 17Q: 3 clusters Score -1.920603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143335 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19206044.000000 Penalty: 5889.662598
	Iteration 18Q: 3 clusters Score -1.920604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19206056.000000 Penalty: 5889.662598
	Iteration 19Q: 3 clusters Score -1.920606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19206062.000000 Penalty: 5889.662598
	Iteration 20F: 3 clusters Score -1.920606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -411694.312500 Penalty: 1994.589600
	Iteration 0F: 2 clusters Score -411694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -408375.093750 Penalty: 3989.179199
	Iteration 0F: 3 clusters Score -408375.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -409037.531250 Penalty: 3989.179199
	Iteration 1F: 3 clusters Score -409037.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -409165.156250 Penalty: 3989.179199
	Iteration 2F: 3 clusters Score -409165.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -409240.687500 Penalty: 3989.179199
	Iteration 3Q: 3 clusters Score -409240.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -409288.000000 Penalty: 3989.179199
	Iteration 4Q: 3 clusters Score -409288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -409327.968750 Penalty: 3989.179199
	Iteration 5Q: 3 clusters Score -409328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -409350.562500 Penalty: 3989.179199
	Iteration 6Q: 3 clusters Score -409350.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -409368.218750 Penalty: 3989.179199
	Iteration 7Q: 3 clusters Score -409368.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -409380.781250 Penalty: 3989.179199
	Iteration 8Q: 3 clusters Score -409380.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -409390.437500 Penalty: 3989.179199
	Iteration 9Q: 3 clusters Score -409390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -409399.218750 Penalty: 3989.179199
	Iteration 10Q: 3 clusters Score -409399.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -409410.312500 Penalty: 3989.179199
	Iteration 11Q: 3 clusters Score -409410.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -409420.156250 Penalty: 3989.179199
	Iteration 12Q: 3 clusters Score -409420.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -409427.500000 Penalty: 3989.179199
	Iteration 13Q: 3 clusters Score -409427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -409434.562500 Penalty: 3989.179199
	Iteration 14Q: 3 clusters Score -409434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -409439.000000 Penalty: 3989.179199
	Iteration 15Q: 3 clusters Score -409439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -409440.875000 Penalty: 3989.179199
	Iteration 16Q: 3 clusters Score -409440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -409444.062500 Penalty: 3989.179199
	Iteration 17Q: 3 clusters Score -409444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -409445.187500 Penalty: 3989.179199
	Iteration 18Q: 3 clusters Score -409445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -409449.281250 Penalty: 3989.179199
	Iteration 19Q: 3 clusters Score -409449.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -409451.125000 Penalty: 3989.179199
	Iteration 20F: 3 clusters Score -409451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -409452.687500 Penalty: 3989.179199
	Iteration 21Q: 3 clusters Score -409452.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -409454.500000 Penalty: 3989.179199
	Iteration 22Q: 3 clusters Score -409454.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -409457.906250 Penalty: 3989.179199
	Iteration 23Q: 3 clusters Score -409457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -409458.656250 Penalty: 3989.179199
	Iteration 24Q: 3 clusters Score -409458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -409460.312500 Penalty: 3989.179199
	Iteration 25Q: 3 clusters Score -409460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -409461.125000 Penalty: 3989.179199
	Iteration 26Q: 3 clusters Score -409461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -409463.468750 Penalty: 3989.179199
	Iteration 27Q: 3 clusters Score -409463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -409466.781250 Penalty: 3989.179199
	Iteration 28Q: 3 clusters Score -409466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -409473.687500 Penalty: 3989.179199
	Iteration 29Q: 3 clusters Score -409473.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -409482.000000 Penalty: 3989.179199
	Iteration 30Q: 3 clusters Score -409482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -409486.312500 Penalty: 3989.179199
	Iteration 31Q: 3 clusters Score -409486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -409488.406250 Penalty: 3989.179199
	Iteration 32Q: 3 clusters Score -409488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -409489.156250 Penalty: 3989.179199
	Iteration 33Q: 3 clusters Score -409489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -409490.875000 Penalty: 3989.179199
	Iteration 34Q: 3 clusters Score -409490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -409491.718750 Penalty: 3989.179199
	Iteration 35Q: 3 clusters Score -409491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -409491.562500 Penalty: 3989.179199
	Iteration 36Q: 3 clusters Score -409491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -409492.718750 Penalty: 3989.179199
	Iteration 37Q: 3 clusters Score -409492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -409495.875000 Penalty: 3989.179199
	Iteration 38Q: 3 clusters Score -409495.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -409498.781250 Penalty: 3989.179199
	Iteration 39Q: 3 clusters Score -409498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -409504.500000 Penalty: 3989.179199
	Iteration 40F: 3 clusters Score -409504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -409511.531250 Penalty: 3989.179199
	Iteration 41Q: 3 clusters Score -409511.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -409517.437500 Penalty: 3989.179199
	Iteration 42Q: 3 clusters Score -409517.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -409527.093750 Penalty: 3989.179199
	Iteration 43Q: 3 clusters Score -409527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -409535.531250 Penalty: 3989.179199
	Iteration 44Q: 3 clusters Score -409535.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -409546.406250 Penalty: 3989.179199
	Iteration 45Q: 3 clusters Score -409546.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -409556.500000 Penalty: 3989.179199
	Iteration 46Q: 3 clusters Score -409556.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -409571.468750 Penalty: 3989.179199
	Iteration 47Q: 3 clusters Score -409571.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -409589.875000 Penalty: 3989.179199
	Iteration 48Q: 3 clusters Score -409589.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409609.125000 Penalty: 3989.179199
	Iteration 49Q: 3 clusters Score -409609.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -409633.062500 Penalty: 3989.179199
	Iteration 50Q: 3 clusters Score -409633.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -409657.218750 Penalty: 3989.179199
	Iteration 51Q: 3 clusters Score -409657.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -409678.250000 Penalty: 3989.179199
	Iteration 52Q: 3 clusters Score -409678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -409698.437500 Penalty: 3989.179199
	Iteration 53Q: 3 clusters Score -409698.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -409725.312500 Penalty: 3989.179199
	Iteration 54Q: 3 clusters Score -409725.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -409763.718750 Penalty: 3989.179199
	Iteration 55Q: 3 clusters Score -409763.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -409817.187500 Penalty: 3989.179199
	Iteration 56Q: 3 clusters Score -409817.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -409895.000000 Penalty: 3989.179199
	Iteration 57Q: 3 clusters Score -409895 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -409991.531250 Penalty: 3989.179199
	Iteration 58Q: 3 clusters Score -409991.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -410112.593750 Penalty: 3989.179199
	Iteration 59Q: 3 clusters Score -410112.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -410238.000000 Penalty: 3989.179199
	Iteration 60F: 3 clusters Score -410238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -410349.875000 Penalty: 3989.179199
	Iteration 61Q: 3 clusters Score -410349.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -410447.937500 Penalty: 3989.179199
	Iteration 62Q: 3 clusters Score -410447.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -410510.968750 Penalty: 3989.179199
	Iteration 63Q: 3 clusters Score -410511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -410551.687500 Penalty: 3989.179199
	Iteration 64Q: 3 clusters Score -410551.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -410583.062500 Penalty: 3989.179199
	Iteration 65Q: 3 clusters Score -410583.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -410614.593750 Penalty: 3989.179199
	Iteration 66Q: 3 clusters Score -410614.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -410638.750000 Penalty: 3989.179199
	Iteration 67Q: 3 clusters Score -410638.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -410653.687500 Penalty: 3989.179199
	Iteration 68Q: 3 clusters Score -410653.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -410663.250000 Penalty: 3989.179199
	Iteration 69Q: 3 clusters Score -410663.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -410671.531250 Penalty: 3989.179199
	Iteration 70Q: 3 clusters Score -410671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -410677.062500 Penalty: 3989.179199
	Iteration 71Q: 3 clusters Score -410677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -410680.500000 Penalty: 3989.179199
	Iteration 72Q: 3 clusters Score -410680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -410682.375000 Penalty: 3989.179199
	Iteration 73Q: 3 clusters Score -410682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -410684.187500 Penalty: 3989.179199
	Iteration 74Q: 3 clusters Score -410684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -410685.468750 Penalty: 3989.179199
	Iteration 75Q: 3 clusters Score -410685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -410687.656250 Penalty: 3989.179199
	Iteration 76Q: 3 clusters Score -410687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -410688.156250 Penalty: 3989.179199
	Iteration 77Q: 3 clusters Score -410688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -410688.312500 Penalty: 3989.179199
	Iteration 78Q: 3 clusters Score -410688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -410688.812500 Penalty: 3989.179199
	Iteration 79Q: 3 clusters Score -410688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -410688.812500 Penalty: 3989.179199
	Iteration 80F: 3 clusters Score -410688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68559.515625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68559.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66967.273438 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66967.27 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67278.000000 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -67278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67485.718750 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -67485.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67617.359375 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -67617.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67787.210938 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67787.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67928.289062 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67928.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67993.468750 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67993.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68034.929688 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -68034.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68094.625000 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -68094.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68143.960938 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -68143.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68170.960938 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -68170.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68180.703125 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -68180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68199.179688 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -68199.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68217.695312 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -68217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68234.968750 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -68234.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68265.234375 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -68265.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68303.773438 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -68303.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68360.781250 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -68360.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68390.695312 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -68390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68429.015625 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -68429.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68445.765625 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -68445.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68459.890625 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -68459.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68464.484375 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -68464.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68464.484375 Penalty: 3174.527832
	Iteration 23F: 3 clusters Score -68464.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -1175217.375000 Penalty: 2249.199463
	Iteration 0F: 2 clusters Score -1175217 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 4424 members 
Entering Unmasked Estep 
Score: -1168335.125000 Penalty: 4498.398926
	Iteration 0F: 3 clusters Score -1168335 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1170286.625000 Penalty: 4498.398926
	Iteration 1F: 3 clusters Score -1170287 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1170657.000000 Penalty: 4498.398926
	Iteration 2F: 3 clusters Score -1170657 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1171073.750000 Penalty: 4498.398926
	Iteration 3F: 3 clusters Score -1171074 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1171687.125000 Penalty: 4498.398926
	Iteration 4F: 3 clusters Score -1171687 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1172496.500000 Penalty: 4498.398926
	Iteration 5F: 3 clusters Score -1172496 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1173263.250000 Penalty: 4498.398926
	Iteration 6F: 3 clusters Score -1173263 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1173819.750000 Penalty: 4498.398926
	Iteration 7F: 3 clusters Score -1173820 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1174126.625000 Penalty: 4498.398926
	Iteration 8Q: 3 clusters Score -1174127 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1174316.125000 Penalty: 4498.398926
	Iteration 9Q: 3 clusters Score -1174316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1174403.625000 Penalty: 4498.398926
	Iteration 10Q: 3 clusters Score -1174404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1174445.625000 Penalty: 4498.398926
	Iteration 11Q: 3 clusters Score -1174446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1174471.000000 Penalty: 4498.398926
	Iteration 12Q: 3 clusters Score -1174471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1174486.000000 Penalty: 4498.398926
	Iteration 13Q: 3 clusters Score -1174486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1174493.625000 Penalty: 4498.398926
	Iteration 14Q: 3 clusters Score -1174494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1174501.250000 Penalty: 4498.398926
	Iteration 15Q: 3 clusters Score -1174501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1174506.250000 Penalty: 4498.398926
	Iteration 16Q: 3 clusters Score -1174506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1174511.875000 Penalty: 4498.398926
	Iteration 17Q: 3 clusters Score -1174512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1174509.875000 Penalty: 4498.398926
	Iteration 18Q: 3 clusters Score -1174510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1174511.250000 Penalty: 4498.398926
	Iteration 19Q: 3 clusters Score -1174511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1174512.875000 Penalty: 4498.398926
	Iteration 20F: 3 clusters Score -1174513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1174512.625000 Penalty: 4498.398926
	Iteration 21Q: 3 clusters Score -1174513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1174513.000000 Penalty: 4498.398926
	Iteration 22Q: 3 clusters Score -1174513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1174513.750000 Penalty: 4498.398926
	Iteration 23Q: 3 clusters Score -1174514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1174514.250000 Penalty: 4498.398926
	Iteration 24Q: 3 clusters Score -1174514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1174516.375000 Penalty: 4498.398926
	Iteration 25Q: 3 clusters Score -1174516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1174515.500000 Penalty: 4498.398926
	Iteration 26Q: 3 clusters Score -1174516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1174515.500000 Penalty: 4498.398926
	Iteration 27F: 3 clusters Score -1174516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (140149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140149 members 
Entering Unmasked Estep 
Score: -18824408.000000 Penalty: 2938.914307
	Iteration 0F: 2 clusters Score -1.882441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -18739296.000000 Penalty: 5877.828613
	Iteration 0F: 3 clusters Score -1.87393e+07 nChanged 67156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -18778294.000000 Penalty: 5877.828613
	Iteration 1F: 3 clusters Score -1.877829e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -18779894.000000 Penalty: 5877.828613
	Iteration 2Q: 3 clusters Score -1.877989e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -18782340.000000 Penalty: 5877.828613
	Iteration 3Q: 3 clusters Score -1.878234e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -18785998.000000 Penalty: 5877.828613
	Iteration 4Q: 3 clusters Score -1.8786e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -18791580.000000 Penalty: 5877.828613
	Iteration 5F: 3 clusters Score -1.879158e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -18799664.000000 Penalty: 5877.828613
	Iteration 6F: 3 clusters Score -1.879966e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -18810158.000000 Penalty: 5877.828613
	Iteration 7F: 3 clusters Score -1.881016e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -18818242.000000 Penalty: 5877.828613
	Iteration 8F: 3 clusters Score -1.881824e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -18821174.000000 Penalty: 5877.828613
	Iteration 9F: 3 clusters Score -1.882117e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -18822094.000000 Penalty: 5877.828613
	Iteration 10Q: 3 clusters Score -1.882209e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -18822558.000000 Penalty: 5877.828613
	Iteration 11Q: 3 clusters Score -1.882256e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -18822868.000000 Penalty: 5877.828613
	Iteration 12Q: 3 clusters Score -1.882287e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -18822912.000000 Penalty: 5877.828613
	Iteration 13Q: 3 clusters Score -1.882291e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -18823072.000000 Penalty: 5877.828613
	Iteration 14Q: 3 clusters Score -1.882307e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -18823134.000000 Penalty: 5877.828613
	Iteration 15Q: 3 clusters Score -1.882313e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -18823260.000000 Penalty: 5877.828613
	Iteration 16Q: 3 clusters Score -1.882326e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -18823292.000000 Penalty: 5877.828613
	Iteration 17Q: 3 clusters Score -1.882329e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -18823356.000000 Penalty: 5877.828613
	Iteration 18Q: 3 clusters Score -1.882336e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -18823346.000000 Penalty: 5877.828613
	Iteration 19Q: 3 clusters Score -1.882335e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -18823394.000000 Penalty: 5877.828613
	Iteration 20F: 3 clusters Score -1.882339e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -18823498.000000 Penalty: 5877.828613
	Iteration 21Q: 3 clusters Score -1.88235e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -18823484.000000 Penalty: 5877.828613
	Iteration 22Q: 3 clusters Score -1.882348e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -18823408.000000 Penalty: 5877.828613
	Iteration 23Q: 3 clusters Score -1.882341e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -18823404.000000 Penalty: 5877.828613
	Iteration 24Q: 3 clusters Score -1.88234e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -18823378.000000 Penalty: 5877.828613
	Iteration 25Q: 3 clusters Score -1.882338e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -18823380.000000 Penalty: 5877.828613
	Iteration 26Q: 3 clusters Score -1.882338e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -18823354.000000 Penalty: 5877.828613
	Iteration 27Q: 3 clusters Score -1.882335e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -18823322.000000 Penalty: 5877.828613
	Iteration 28Q: 3 clusters Score -1.882332e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -18823338.000000 Penalty: 5877.828613
	Iteration 29Q: 3 clusters Score -1.882334e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 89607 members 
Entering Unmasked Estep 
Score: -18823302.000000 Penalty: 5877.828613
	Iteration 30Q: 3 clusters Score -1.88233e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -18823234.000000 Penalty: 5877.828613
	Iteration 31Q: 3 clusters Score -1.882323e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -18823254.000000 Penalty: 5877.828613
	Iteration 32Q: 3 clusters Score -1.882325e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -18823242.000000 Penalty: 5877.828613
	Iteration 33Q: 3 clusters Score -1.882324e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -18823226.000000 Penalty: 5877.828613
	Iteration 34Q: 3 clusters Score -1.882323e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -18823190.000000 Penalty: 5877.828613
	Iteration 35Q: 3 clusters Score -1.882319e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -18823228.000000 Penalty: 5877.828613
	Iteration 36Q: 3 clusters Score -1.882323e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -18823172.000000 Penalty: 5877.828613
	Iteration 37Q: 3 clusters Score -1.882317e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -18823156.000000 Penalty: 5877.828613
	Iteration 38Q: 3 clusters Score -1.882316e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -18823096.000000 Penalty: 5877.828613
	Iteration 39Q: 3 clusters Score -1.88231e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -18823084.000000 Penalty: 5877.828613
	Iteration 40F: 3 clusters Score -1.882308e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -18823016.000000 Penalty: 5877.828613
	Iteration 41Q: 3 clusters Score -1.882302e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -18823004.000000 Penalty: 5877.828613
	Iteration 42Q: 3 clusters Score -1.8823e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -18822998.000000 Penalty: 5877.828613
	Iteration 43Q: 3 clusters Score -1.8823e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -18823018.000000 Penalty: 5877.828613
	Iteration 44Q: 3 clusters Score -1.882302e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -18823062.000000 Penalty: 5877.828613
	Iteration 45Q: 3 clusters Score -1.882306e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -18823062.000000 Penalty: 5877.828613
	Iteration 46Q: 3 clusters Score -1.882306e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -18823128.000000 Penalty: 5877.828613
	Iteration 47Q: 3 clusters Score -1.882313e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -18823208.000000 Penalty: 5877.828613
	Iteration 48Q: 3 clusters Score -1.882321e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -18823196.000000 Penalty: 5877.828613
	Iteration 49Q: 3 clusters Score -1.88232e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -18823236.000000 Penalty: 5877.828613
	Iteration 50Q: 3 clusters Score -1.882324e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -18823240.000000 Penalty: 5877.828613
	Iteration 51Q: 3 clusters Score -1.882324e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 100002 members 
Entering Unmasked Estep 
Score: -18823280.000000 Penalty: 5877.828613
	Iteration 52Q: 3 clusters Score -1.882328e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -18823322.000000 Penalty: 5877.828613
	Iteration 53Q: 3 clusters Score -1.882332e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -18823322.000000 Penalty: 5877.828613
	Iteration 54Q: 3 clusters Score -1.882332e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -18823316.000000 Penalty: 5877.828613
	Iteration 55Q: 3 clusters Score -1.882332e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -18823308.000000 Penalty: 5877.828613
	Iteration 56Q: 3 clusters Score -1.882331e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -18823356.000000 Penalty: 5877.828613
	Iteration 57Q: 3 clusters Score -1.882336e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -18823336.000000 Penalty: 5877.828613
	Iteration 58Q: 3 clusters Score -1.882334e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -18823352.000000 Penalty: 5877.828613
	Iteration 59Q: 3 clusters Score -1.882335e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -18823354.000000 Penalty: 5877.828613
	Iteration 60F: 3 clusters Score -1.882335e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -18823322.000000 Penalty: 5877.828613
	Iteration 61Q: 3 clusters Score -1.882332e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -18823336.000000 Penalty: 5877.828613
	Iteration 62Q: 3 clusters Score -1.882334e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -18823274.000000 Penalty: 5877.828613
	Iteration 63Q: 3 clusters Score -1.882327e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -18823272.000000 Penalty: 5877.828613
	Iteration 64Q: 3 clusters Score -1.882327e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -18823266.000000 Penalty: 5877.828613
	Iteration 65Q: 3 clusters Score -1.882327e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -18823270.000000 Penalty: 5877.828613
	Iteration 66Q: 3 clusters Score -1.882327e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -18823276.000000 Penalty: 5877.828613
	Iteration 67Q: 3 clusters Score -1.882328e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -18823302.000000 Penalty: 5877.828613
	Iteration 68Q: 3 clusters Score -1.88233e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -18823290.000000 Penalty: 5877.828613
	Iteration 69Q: 3 clusters Score -1.882329e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -18823270.000000 Penalty: 5877.828613
	Iteration 70Q: 3 clusters Score -1.882327e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 71Q: 3 clusters Score -1.882328e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -18823284.000000 Penalty: 5877.828613
	Iteration 72Q: 3 clusters Score -1.882328e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 102326 members 
Entering Unmasked Estep 
Score: -18823270.000000 Penalty: 5877.828613
	Iteration 73Q: 3 clusters Score -1.882327e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -18823258.000000 Penalty: 5877.828613
	Iteration 74Q: 3 clusters Score -1.882326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -18823258.000000 Penalty: 5877.828613
	Iteration 75Q: 3 clusters Score -1.882326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -18823254.000000 Penalty: 5877.828613
	Iteration 76Q: 3 clusters Score -1.882325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -18823264.000000 Penalty: 5877.828613
	Iteration 77Q: 3 clusters Score -1.882326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -18823242.000000 Penalty: 5877.828613
	Iteration 78Q: 3 clusters Score -1.882324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -18823260.000000 Penalty: 5877.828613
	Iteration 79Q: 3 clusters Score -1.882326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -18823254.000000 Penalty: 5877.828613
	Iteration 80F: 3 clusters Score -1.882325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 81Q: 3 clusters Score -1.882328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -18823278.000000 Penalty: 5877.828613
	Iteration 82Q: 3 clusters Score -1.882328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 102608 members 
Entering Unmasked Estep 
Score: -18823270.000000 Penalty: 5877.828613
	Iteration 83Q: 3 clusters Score -1.882327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 102626 members 
Entering Unmasked Estep 
Score: -18823284.000000 Penalty: 5877.828613
	Iteration 84Q: 3 clusters Score -1.882328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -18823280.000000 Penalty: 5877.828613
	Iteration 85Q: 3 clusters Score -1.882328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 102659 members 
Entering Unmasked Estep 
Score: -18823274.000000 Penalty: 5877.828613
	Iteration 86Q: 3 clusters Score -1.882327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -18823266.000000 Penalty: 5877.828613
	Iteration 87Q: 3 clusters Score -1.882327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -18823274.000000 Penalty: 5877.828613
	Iteration 88Q: 3 clusters Score -1.882327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -18823274.000000 Penalty: 5877.828613
	Iteration 89Q: 3 clusters Score -1.882327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -18823256.000000 Penalty: 5877.828613
	Iteration 90Q: 3 clusters Score -1.882326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -18823262.000000 Penalty: 5877.828613
	Iteration 91Q: 3 clusters Score -1.882326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -18823276.000000 Penalty: 5877.828613
	Iteration 92Q: 3 clusters Score -1.882328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 93Q: 3 clusters Score -1.882328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 94Q: 3 clusters Score -1.882328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -18823268.000000 Penalty: 5877.828613
	Iteration 95Q: 3 clusters Score -1.882327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -18823284.000000 Penalty: 5877.828613
	Iteration 96Q: 3 clusters Score -1.882328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 97Q: 3 clusters Score -1.882328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -18823280.000000 Penalty: 5877.828613
	Iteration 98Q: 3 clusters Score -1.882328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 99Q: 3 clusters Score -1.882328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -18823290.000000 Penalty: 5877.828613
	Iteration 100F: 3 clusters Score -1.882329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -18823282.000000 Penalty: 5877.828613
	Iteration 101Q: 3 clusters Score -1.882328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -18823280.000000 Penalty: 5877.828613
	Iteration 102Q: 3 clusters Score -1.882328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 102744 members 
Entering Unmasked Estep 
Score: -18823274.000000 Penalty: 5877.828613
	Iteration 103Q: 3 clusters Score -1.882327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -18823266.000000 Penalty: 5877.828613
	Iteration 104Q: 3 clusters Score -1.882327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -18823272.000000 Penalty: 5877.828613
	Iteration 105Q: 3 clusters Score -1.882327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -18823272.000000 Penalty: 5877.828613
	Iteration 106Q: 3 clusters Score -1.882327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -18823298.000000 Penalty: 5877.828613
	Iteration 107Q: 3 clusters Score -1.88233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -18823308.000000 Penalty: 5877.828613
	Iteration 108Q: 3 clusters Score -1.882331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -18823322.000000 Penalty: 5877.828613
	Iteration 109Q: 3 clusters Score -1.882332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -18823318.000000 Penalty: 5877.828613
	Iteration 110Q: 3 clusters Score -1.882332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -18823310.000000 Penalty: 5877.828613
	Iteration 111Q: 3 clusters Score -1.882331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -18823302.000000 Penalty: 5877.828613
	Iteration 112Q: 3 clusters Score -1.88233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -18823308.000000 Penalty: 5877.828613
	Iteration 113Q: 3 clusters Score -1.882331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -18823326.000000 Penalty: 5877.828613
	Iteration 114Q: 3 clusters Score -1.882333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -18823320.000000 Penalty: 5877.828613
	Iteration 115Q: 3 clusters Score -1.882332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -18823326.000000 Penalty: 5877.828613
	Iteration 116Q: 3 clusters Score -1.882333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -18823342.000000 Penalty: 5877.828613
	Iteration 117Q: 3 clusters Score -1.882334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -18823332.000000 Penalty: 5877.828613
	Iteration 118Q: 3 clusters Score -1.882333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -18823318.000000 Penalty: 5877.828613
	Iteration 119Q: 3 clusters Score -1.882332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -18823328.000000 Penalty: 5877.828613
	Iteration 120F: 3 clusters Score -1.882333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 102875 members 
Entering Unmasked Estep 
Score: -18823322.000000 Penalty: 5877.828613
	Iteration 121Q: 3 clusters Score -1.882332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -18823316.000000 Penalty: 5877.828613
	Iteration 122Q: 3 clusters Score -1.882332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -18823312.000000 Penalty: 5877.828613
	Iteration 123Q: 3 clusters Score -1.882331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -18823312.000000 Penalty: 5877.828613
	Iteration 124F: 3 clusters Score -1.882331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26695.152344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26695.15 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 162 members 
Entering Unmasked Estep 
Score: -25626.250000 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25626.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25978.820312 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25978.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26151.625000 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -26151.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26355.080078 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26355.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26495.759766 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26495.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26507.099609 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26513.886719 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26513.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26518.197266 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -26518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26575.519531 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -26575.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26581.574219 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -26581.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26581.574219 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -26581.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -14370.658203 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -14370.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13438.790039 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -13438.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13475.628906 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -13475.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13481.022461 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -13481.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13481.022461 Penalty: 2390.859619
	Iteration 3F: 3 clusters Score -13481.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -64798.753906 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -64798.75 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 293 members 
Entering Unmasked Estep 
Score: -63184.964844 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -63184.96 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63428.347656 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -63428.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63529.710938 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -63529.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63636.027344 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -63636.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63736.246094 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -63736.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63881.628906 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -63881.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64001.222656 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -64001.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64126.539062 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -64126.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64293.058594 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -64293.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64444.078125 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -64444.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64636.398438 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -64636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64692.152344 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -64692.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64727.761719 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -64727.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64811.753906 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -64811.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64860.960938 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -64860.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64972.113281 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -64972.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65037.703125 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -65037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65052.054688 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -65052.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65068.496094 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -65068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65081.019531 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -65081.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65177.960938 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -65177.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65382.445312 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -65382.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65456.421875 Penalty: 3162.856689
	Iteration 22Q: 3 clusters Score -65456.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65459.406250 Penalty: 3162.856689
	Iteration 23Q: 3 clusters Score -65459.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65459.406250 Penalty: 3162.856689
	Iteration 24F: 3 clusters Score -65459.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25274 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44726 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32854 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 143533 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 140149 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
Score: -62757160.000000 Penalty: 77813.773438
Splitting cluster 23 changes total score from -62758264.000000 to -62757160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -77822.500000 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -77822.5 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 340 members 
Entering Unmasked Estep 
Score: -76207.992188 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -76207.99 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76675.085938 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -76675.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76815.398438 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -76815.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76884.218750 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -76884.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76916.125000 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -76916.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76929.320312 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -76929.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76944.531250 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -76944.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76955.281250 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -76955.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76959.296875 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -76959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76965.218750 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -76965.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76970.320312 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -76970.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76976.210938 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -76976.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76982.320312 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -76982.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76988.210938 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -76988.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76990.929688 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -76990.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76991.875000 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -76991.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76991.875000 Penalty: 3223.894287
	Iteration 16F: 3 clusters Score -76991.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25274 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44726 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32854 members 
Mstep: Class 16 contains 143533 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 140149 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758212.000000 Penalty: 74571.539062
Iteration 479Q: 24 clusters Score -6.275821e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44730 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32852 members 
Mstep: Class 16 contains 143535 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 140128 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758136.000000 Penalty: 74571.539062
Iteration 480F: 24 clusters Score -6.275814e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22042 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25287 members 
Mstep: Class 8 contains 5376 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44737 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32849 members 
Mstep: Class 16 contains 143546 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 140088 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758176.000000 Penalty: 74571.539062
Iteration 481Q: 24 clusters Score -6.275818e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22043 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25293 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 44739 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 26973 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32848 members 
Mstep: Class 16 contains 143546 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 140062 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758192.000000 Penalty: 74571.539062
Iteration 482Q: 24 clusters Score -6.275819e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25295 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 44742 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32846 members 
Mstep: Class 16 contains 143559 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 140033 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758212.000000 Penalty: 74571.539062
Iteration 483Q: 24 clusters Score -6.275821e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25299 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 44742 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 26973 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32843 members 
Mstep: Class 16 contains 143570 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 140006 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758200.000000 Penalty: 74571.539062
Iteration 484Q: 24 clusters Score -6.27582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25305 members 
Mstep: Class 8 contains 5385 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 44745 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32842 members 
Mstep: Class 16 contains 143562 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 139992 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758196.000000 Penalty: 74571.539062
Iteration 485Q: 24 clusters Score -6.27582e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25306 members 
Mstep: Class 8 contains 5386 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 44752 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 26976 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32841 members 
Mstep: Class 16 contains 143573 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 139967 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758172.000000 Penalty: 74571.539062
Iteration 486Q: 24 clusters Score -6.275817e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25304 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 44756 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 12 contains 26977 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32838 members 
Mstep: Class 16 contains 143585 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 139950 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758196.000000 Penalty: 74571.539062
Iteration 487Q: 24 clusters Score -6.27582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25307 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 44758 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 12 contains 26980 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32833 members 
Mstep: Class 16 contains 143585 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 139940 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758192.000000 Penalty: 74571.539062
Iteration 488Q: 24 clusters Score -6.275819e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22047 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 25311 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 44760 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 26981 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32827 members 
Mstep: Class 16 contains 143589 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 139930 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758164.000000 Penalty: 74571.539062
Iteration 489Q: 24 clusters Score -6.275816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22050 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25315 members 
Mstep: Class 8 contains 5386 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44760 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 26982 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32825 members 
Mstep: Class 16 contains 143593 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 139921 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758160.000000 Penalty: 74571.539062
Iteration 490Q: 24 clusters Score -6.275816e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22052 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25318 members 
Mstep: Class 8 contains 5386 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 44764 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 26985 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32824 members 
Mstep: Class 16 contains 143593 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8694 members 
Mstep: Class 20 contains 139905 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758168.000000 Penalty: 74571.539062
Iteration 491Q: 24 clusters Score -6.275817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22053 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25318 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 44766 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 12 contains 26985 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32822 members 
Mstep: Class 16 contains 143600 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8697 members 
Mstep: Class 20 contains 139888 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758156.000000 Penalty: 74571.539062
Iteration 492Q: 24 clusters Score -6.275816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 22055 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25321 members 
Mstep: Class 8 contains 5390 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44765 members 
Mstep: Class 11 contains 2977 members 
Mstep: Class 12 contains 26982 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32825 members 
Mstep: Class 16 contains 143599 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 139876 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758152.000000 Penalty: 74571.539062
Iteration 493Q: 24 clusters Score -6.275815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25325 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44769 members 
Mstep: Class 11 contains 2980 members 
Mstep: Class 12 contains 26978 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32826 members 
Mstep: Class 16 contains 143600 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8700 members 
Mstep: Class 20 contains 139860 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758248.000000 Penalty: 74571.539062
Iteration 494Q: 24 clusters Score -6.275825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 25329 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44771 members 
Mstep: Class 11 contains 2980 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32828 members 
Mstep: Class 16 contains 143606 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 139848 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758212.000000 Penalty: 74571.539062
Iteration 495Q: 24 clusters Score -6.275821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25334 members 
Mstep: Class 8 contains 5398 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44773 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 12 contains 26974 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32827 members 
Mstep: Class 16 contains 143614 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8701 members 
Mstep: Class 20 contains 139831 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758116.000000 Penalty: 74571.539062
Iteration 496Q: 24 clusters Score -6.275812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22061 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25334 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44773 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32827 members 
Mstep: Class 16 contains 143626 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8699 members 
Mstep: Class 20 contains 139817 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758176.000000 Penalty: 74571.539062
Iteration 497Q: 24 clusters Score -6.275818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22064 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25334 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44772 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 12 contains 26974 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32828 members 
Mstep: Class 16 contains 143631 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 139809 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758216.000000 Penalty: 74571.539062
Iteration 498Q: 24 clusters Score -6.275822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25335 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44775 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32827 members 
Mstep: Class 16 contains 143626 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 139806 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758176.000000 Penalty: 74571.539062
Iteration 499Q: 24 clusters Score -6.275818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22069 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 25333 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 44777 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 12 contains 26973 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 32825 members 
Mstep: Class 16 contains 143635 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 139795 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758196.000000 Penalty: 74571.539062
Iteration 500F: 24 clusters Score -6.27582e+07 nChanged 33
Maximum iterations exceeded
--- Evaluating fit on full set of 1428540 points ---
Entering Unmasked Estep 
Score: -187737328.000000 Penalty: 80838.015625
22->24 Clusters: Score -187737328.000000, best is -188057168.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 476180 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 21496 members 
Mstep: Class 3 contains 21737 members 
Mstep: Class 4 contains 21779 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 21806 members 
Mstep: Class 7 contains 21517 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 21730 members 
Mstep: Class 12 contains 21725 members 
Mstep: Class 13 contains 21632 members 
Mstep: Class 14 contains 21796 members 
Mstep: Class 15 contains 21485 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 21513 members 
Mstep: Class 18 contains 21603 members 
Mstep: Class 19 contains 21694 members 
Mstep: Class 20 contains 21737 members 
Mstep: Class 21 contains 21673 members 
Mstep: Class 22 contains 21635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 253.871048 but Gain 3242.242188
Score: -59834568.000000 Penalty: 68087.054688
Iteration 0F: 22 clusters Score -5.983457e+07 nChanged 453462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2304 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 4 contains 161375 members 
Mstep: Class 5 contains 4465 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 89123 members 
Mstep: Class 8 contains 15892 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 7445 members 
Mstep: Class 11 contains 3153 members 
Mstep: Class 12 contains 71797 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 6927 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 4949 members 
Mstep: Class 21 contains 22881 members 
Mstep: Class 22 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1508.393188 but Gain 3242.242188
Score: -61928432.000000 Penalty: 64844.812500
Iteration 1F: 21 clusters Score -6.192843e+07 nChanged 141924
Entering Unmasked Mstep 
Mstep: Class 0 contains 2246 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 4 contains 204085 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 93758 members 
Mstep: Class 8 contains 17010 members 
Mstep: Class 9 contains 14979 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 71841 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 5545 members 
Mstep: Class 15 contains 6159 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 11262 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 13046 members 
Mstep: Class 22 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 843.255676 but Gain 3242.238281
Score: -62202372.000000 Penalty: 61602.574219
Iteration 2F: 20 clusters Score -6.220237e+07 nChanged 96525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2203 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 4 contains 222069 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 84829 members 
Mstep: Class 8 contains 23297 members 
Mstep: Class 9 contains 16583 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 65884 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 5907 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 8497 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 9264 members 
Mstep: Class 22 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1924.504150 but Gain 3242.242188
Score: -62348404.000000 Penalty: 58360.332031
Iteration 3F: 19 clusters Score -6.23484e+07 nChanged 73463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2099 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 4 contains 227732 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 28757 members 
Mstep: Class 9 contains 21574 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 62617 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 5242 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 3486 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 7813 members 
Mstep: Class 22 contains 5606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3018.755615 but Gain 3242.242188
Score: -62460356.000000 Penalty: 55118.089844
Iteration 4F: 18 clusters Score -6.246036e+07 nChanged 56303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1115 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 4 contains 229708 members 
Mstep: Class 7 contains 67293 members 
Mstep: Class 8 contains 30412 members 
Mstep: Class 9 contains 25668 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 62493 members 
Mstep: Class 13 contains 14434 members 
Mstep: Class 14 contains 4190 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 5374 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 3715 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62598492.000000 Penalty: 55118.089844
Iteration 5F: 18 clusters Score -6.259849e+07 nChanged 43616
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 4 contains 228021 members 
Mstep: Class 7 contains 63559 members 
Mstep: Class 8 contains 30592 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 16376 members 
Mstep: Class 14 contains 3205 members 
Mstep: Class 15 contains 3425 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 6731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62660512.000000 Penalty: 55118.089844
Iteration 6F: 18 clusters Score -6.266051e+07 nChanged 33918
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 4 contains 223808 members 
Mstep: Class 7 contains 63356 members 
Mstep: Class 8 contains 30103 members 
Mstep: Class 9 contains 30597 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 66754 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 6109 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62681860.000000 Penalty: 55118.089844
Iteration 7F: 18 clusters Score -6.268186e+07 nChanged 26750
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 4 contains 218101 members 
Mstep: Class 7 contains 65598 members 
Mstep: Class 8 contains 29345 members 
Mstep: Class 9 contains 32070 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 68693 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 2013 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 20 contains 3780 members 
Mstep: Class 21 contains 6434 members 
Mstep: Class 22 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62695752.000000 Penalty: 55118.089844
Iteration 8F: 18 clusters Score -6.269575e+07 nChanged 21641
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 4 contains 211499 members 
Mstep: Class 7 contains 69401 members 
Mstep: Class 8 contains 28497 members 
Mstep: Class 9 contains 33163 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 70372 members 
Mstep: Class 13 contains 21016 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 6503 members 
Mstep: Class 17 contains 5053 members 
Mstep: Class 18 contains 4071 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 7977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62706384.000000 Penalty: 55118.089844
Iteration 9Q: 18 clusters Score -6.270638e+07 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 4 contains 204314 members 
Mstep: Class 7 contains 74101 members 
Mstep: Class 8 contains 27677 members 
Mstep: Class 9 contains 34010 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 71970 members 
Mstep: Class 13 contains 22297 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 5037 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 8263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62715068.000000 Penalty: 55118.089844
Iteration 10Q: 18 clusters Score -6.271507e+07 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 4 contains 196875 members 
Mstep: Class 7 contains 79281 members 
Mstep: Class 8 contains 26861 members 
Mstep: Class 9 contains 34688 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 73433 members 
Mstep: Class 13 contains 23466 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 6509 members 
Mstep: Class 17 contains 5099 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 8563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62723220.000000 Penalty: 55118.089844
Iteration 11Q: 18 clusters Score -6.272322e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 4 contains 189894 members 
Mstep: Class 7 contains 84399 members 
Mstep: Class 8 contains 26040 members 
Mstep: Class 9 contains 35367 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 74603 members 
Mstep: Class 13 contains 24509 members 
Mstep: Class 14 contains 1572 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6448 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4918 members 
Mstep: Class 22 contains 8769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62727368.000000 Penalty: 55118.089844
Iteration 12Q: 18 clusters Score -6.272737e+07 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 4 contains 182633 members 
Mstep: Class 7 contains 89876 members 
Mstep: Class 8 contains 25233 members 
Mstep: Class 9 contains 35946 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 75755 members 
Mstep: Class 13 contains 25543 members 
Mstep: Class 14 contains 1576 members 
Mstep: Class 15 contains 2621 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 8922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62729976.000000 Penalty: 55118.089844
Iteration 13Q: 18 clusters Score -6.272998e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 4 contains 174836 members 
Mstep: Class 7 contains 95860 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 36456 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 77012 members 
Mstep: Class 13 contains 26476 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 6319 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62732224.000000 Penalty: 55118.089844
Iteration 14Q: 18 clusters Score -6.273222e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 4 contains 166695 members 
Mstep: Class 7 contains 102261 members 
Mstep: Class 8 contains 23949 members 
Mstep: Class 9 contains 36873 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 78327 members 
Mstep: Class 13 contains 27277 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 6234 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 9147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62735032.000000 Penalty: 55118.089844
Iteration 15Q: 18 clusters Score -6.273503e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 4 contains 159330 members 
Mstep: Class 7 contains 108302 members 
Mstep: Class 8 contains 23408 members 
Mstep: Class 9 contains 37226 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 79373 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 14 contains 1631 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 21 contains 3787 members 
Mstep: Class 22 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62736868.000000 Penalty: 55118.089844
Iteration 16Q: 18 clusters Score -6.273687e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 4 contains 152805 members 
Mstep: Class 7 contains 113786 members 
Mstep: Class 8 contains 22962 members 
Mstep: Class 9 contains 37556 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 80162 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 6088 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 9209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62738296.000000 Penalty: 55118.089844
Iteration 17Q: 18 clusters Score -6.27383e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 4 contains 147171 members 
Mstep: Class 7 contains 118588 members 
Mstep: Class 8 contains 22620 members 
Mstep: Class 9 contains 37829 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 80818 members 
Mstep: Class 13 contains 28972 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 20 contains 4250 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62738816.000000 Penalty: 55118.089844
Iteration 18Q: 18 clusters Score -6.273882e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 4 contains 142392 members 
Mstep: Class 7 contains 122800 members 
Mstep: Class 8 contains 22357 members 
Mstep: Class 9 contains 38030 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 81359 members 
Mstep: Class 13 contains 29290 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62739636.000000 Penalty: 55118.089844
Iteration 19Q: 18 clusters Score -6.273964e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 4 contains 138290 members 
Mstep: Class 7 contains 126476 members 
Mstep: Class 8 contains 22136 members 
Mstep: Class 9 contains 38220 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 81839 members 
Mstep: Class 13 contains 29556 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 5665 members 
Mstep: Class 18 contains 3858 members 
Mstep: Class 20 contains 4294 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741172.000000 Penalty: 55118.089844
Iteration 20F: 18 clusters Score -6.274117e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 4 contains 134673 members 
Mstep: Class 7 contains 129663 members 
Mstep: Class 8 contains 21930 members 
Mstep: Class 9 contains 38352 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 82442 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743520.000000 Penalty: 55118.089844
Iteration 21Q: 18 clusters Score -6.274352e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 4 contains 131280 members 
Mstep: Class 7 contains 132545 members 
Mstep: Class 8 contains 21759 members 
Mstep: Class 9 contains 38478 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 83139 members 
Mstep: Class 13 contains 29858 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 5562 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 9041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744544.000000 Penalty: 55118.089844
Iteration 22Q: 18 clusters Score -6.274454e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 4 contains 128314 members 
Mstep: Class 7 contains 135010 members 
Mstep: Class 8 contains 21610 members 
Mstep: Class 9 contains 38632 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 83862 members 
Mstep: Class 13 contains 29953 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 8958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745316.000000 Penalty: 55118.089844
Iteration 23Q: 18 clusters Score -6.274532e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 4 contains 125708 members 
Mstep: Class 7 contains 137134 members 
Mstep: Class 8 contains 21447 members 
Mstep: Class 9 contains 38797 members 
Mstep: Class 11 contains 1974 members 
Mstep: Class 12 contains 84569 members 
Mstep: Class 13 contains 30039 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 8890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745612.000000 Penalty: 55118.089844
Iteration 24Q: 18 clusters Score -6.274561e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 4 contains 123330 members 
Mstep: Class 7 contains 138984 members 
Mstep: Class 8 contains 21286 members 
Mstep: Class 9 contains 38946 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 85296 members 
Mstep: Class 13 contains 30118 members 
Mstep: Class 14 contains 1903 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 20 contains 4166 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 22 contains 8802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746204.000000 Penalty: 55118.089844
Iteration 25Q: 18 clusters Score -6.27462e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 4 contains 121171 members 
Mstep: Class 7 contains 140550 members 
Mstep: Class 8 contains 21159 members 
Mstep: Class 9 contains 39088 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 86114 members 
Mstep: Class 13 contains 30185 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 20 contains 4052 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746792.000000 Penalty: 55118.089844
Iteration 26Q: 18 clusters Score -6.274679e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 4 contains 119364 members 
Mstep: Class 7 contains 141733 members 
Mstep: Class 8 contains 21048 members 
Mstep: Class 9 contains 39225 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 87033 members 
Mstep: Class 13 contains 30248 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3238.629883 but Gain 3242.238281
Score: -62747392.000000 Penalty: 51875.851562
Iteration 27Q: 17 clusters Score -6.274739e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 4 contains 118286 members 
Mstep: Class 7 contains 142957 members 
Mstep: Class 8 contains 20952 members 
Mstep: Class 9 contains 40865 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 87976 members 
Mstep: Class 13 contains 30314 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4939 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 22 contains 8611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750400.000000 Penalty: 51875.851562
Iteration 28Q: 17 clusters Score -6.27504e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 4 contains 116575 members 
Mstep: Class 7 contains 143451 members 
Mstep: Class 8 contains 20884 members 
Mstep: Class 9 contains 41237 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 89027 members 
Mstep: Class 13 contains 30415 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 5491 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 22 contains 8559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750612.000000 Penalty: 51875.851562
Iteration 29Q: 17 clusters Score -6.275061e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 4 contains 115276 members 
Mstep: Class 7 contains 143707 members 
Mstep: Class 8 contains 20812 members 
Mstep: Class 9 contains 41514 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 89987 members 
Mstep: Class 13 contains 30490 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 20 contains 3629 members 
Mstep: Class 22 contains 8528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750948.000000 Penalty: 51875.851562
Iteration 30Q: 17 clusters Score -6.275095e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 4 contains 114394 members 
Mstep: Class 7 contains 143545 members 
Mstep: Class 8 contains 20748 members 
Mstep: Class 9 contains 41741 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 90994 members 
Mstep: Class 13 contains 30570 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 22 contains 8492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751488.000000 Penalty: 51875.851562
Iteration 31Q: 17 clusters Score -6.275149e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 4 contains 113756 members 
Mstep: Class 7 contains 143098 members 
Mstep: Class 8 contains 20689 members 
Mstep: Class 9 contains 41946 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 92039 members 
Mstep: Class 13 contains 30658 members 
Mstep: Class 14 contains 2191 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 22 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751364.000000 Penalty: 51875.851562
Iteration 32Q: 17 clusters Score -6.275136e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 4 contains 113313 members 
Mstep: Class 7 contains 142518 members 
Mstep: Class 8 contains 20641 members 
Mstep: Class 9 contains 42142 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 93038 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 4421 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 4165 members 
Mstep: Class 20 contains 3432 members 
Mstep: Class 22 contains 8478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751580.000000 Penalty: 51875.851562
Iteration 33Q: 17 clusters Score -6.275158e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 4 contains 112962 members 
Mstep: Class 7 contains 141796 members 
Mstep: Class 8 contains 20580 members 
Mstep: Class 9 contains 42300 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 94107 members 
Mstep: Class 13 contains 30781 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 5317 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 22 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751848.000000 Penalty: 51875.851562
Iteration 34Q: 17 clusters Score -6.275185e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 4 contains 112697 members 
Mstep: Class 7 contains 140885 members 
Mstep: Class 8 contains 20507 members 
Mstep: Class 9 contains 42449 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 95278 members 
Mstep: Class 13 contains 30844 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 22 contains 8444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751480.000000 Penalty: 51875.851562
Iteration 35Q: 17 clusters Score -6.275148e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 4 contains 112464 members 
Mstep: Class 7 contains 139903 members 
Mstep: Class 8 contains 20457 members 
Mstep: Class 9 contains 42564 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 96494 members 
Mstep: Class 13 contains 30890 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 17 contains 5300 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 22 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751356.000000 Penalty: 51875.851562
Iteration 36Q: 17 clusters Score -6.275136e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 4 contains 112276 members 
Mstep: Class 7 contains 138874 members 
Mstep: Class 8 contains 20413 members 
Mstep: Class 9 contains 42662 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 97718 members 
Mstep: Class 13 contains 30922 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 20 contains 3295 members 
Mstep: Class 22 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751196.000000 Penalty: 51875.851562
Iteration 37Q: 17 clusters Score -6.27512e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 4 contains 112238 members 
Mstep: Class 7 contains 137636 members 
Mstep: Class 8 contains 20358 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 99006 members 
Mstep: Class 13 contains 30965 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 4090 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 22 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751492.000000 Penalty: 51875.851562
Iteration 38Q: 17 clusters Score -6.275149e+07 nChanged 2800
Entering ConstructFrom: 
Score: -62751492.000000 Penalty: 51875.851562
Entering ConstructFrom: 
Trying to split cluster 1 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -88367.656250 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -88367.66 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 411 members 
Entering Unmasked Estep 
Score: -86864.617188 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -86864.62 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87964.726562 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -87964.73 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89102.476562 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -89102.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90247.062500 Penalty: 3319.888428
	Iteration 3F: 3 clusters Score -90247.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90675.734375 Penalty: 3319.888428
	Iteration 4F: 3 clusters Score -90675.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -91063.992188 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -91063.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91231.109375 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -91231.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91252.851562 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -91252.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91261.945312 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -91261.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91261.945312 Penalty: 3319.888428
	Iteration 9F: 3 clusters Score -91261.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 112253 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 30995 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 22 contains 8468 members 
Entering Unmasked Estep 
Score: -62752708.000000 Penalty: 55118.089844
Splitting cluster 1 changes total score from -62751492.000000 to -62752708.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82210.765625 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82210.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80684.281250 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -80684.28 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81162.101562 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81162.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81388.687500 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -81388.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81655.273438 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -81655.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -82232.039062 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -82232.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -82775.531250 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -82775.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -83027.062500 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -83027.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -83133.234375 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -83133.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -83157.242188 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -83157.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -83165.718750 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -83165.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -83165.718750 Penalty: 3220.151123
	Iteration 10F: 3 clusters Score -83165.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 112253 members 
Mstep: Class 5 contains 118 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 30995 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 22 contains 8468 members 
Entering Unmasked Estep 
Score: -62752016.000000 Penalty: 58360.332031
Splitting cluster 2 changes total score from -62751492.000000 to -62752016.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (112253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112253 members 
Entering Unmasked Estep 
Score: -15078127.000000 Penalty: 2883.870605
	Iteration 0F: 2 clusters Score -1.507813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -15004488.000000 Penalty: 5767.741211
	Iteration 0F: 3 clusters Score -1.500449e+07 nChanged 53332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -15035047.000000 Penalty: 5767.741211
	Iteration 1F: 3 clusters Score -1.503505e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -15035827.000000 Penalty: 5767.741211
	Iteration 2Q: 3 clusters Score -1.503583e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -15036856.000000 Penalty: 5767.741211
	Iteration 3Q: 3 clusters Score -1.503686e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -15038471.000000 Penalty: 5767.741211
	Iteration 4Q: 3 clusters Score -1.503847e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -15041473.000000 Penalty: 5767.741211
	Iteration 5F: 3 clusters Score -1.504147e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -15046840.000000 Penalty: 5767.741211
	Iteration 6F: 3 clusters Score -1.504684e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -15055504.000000 Penalty: 5767.741211
	Iteration 7F: 3 clusters Score -1.50555e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -15065911.000000 Penalty: 5767.741211
	Iteration 8F: 3 clusters Score -1.506591e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -15072573.000000 Penalty: 5767.741211
	Iteration 9F: 3 clusters Score -1.507257e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -15074693.000000 Penalty: 5767.741211
	Iteration 10Q: 3 clusters Score -1.507469e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 111730 members 
Entering Unmasked Estep 
Score: -15075270.000000 Penalty: 5767.741211
	Iteration 11Q: 3 clusters Score -1.507527e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -15075451.000000 Penalty: 5767.741211
	Iteration 12Q: 3 clusters Score -1.507545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -15075513.000000 Penalty: 5767.741211
	Iteration 13Q: 3 clusters Score -1.507551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -15075549.000000 Penalty: 5767.741211
	Iteration 14Q: 3 clusters Score -1.507555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 112032 members 
Entering Unmasked Estep 
Score: -15075587.000000 Penalty: 5767.741211
	Iteration 15Q: 3 clusters Score -1.507559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -15075612.000000 Penalty: 5767.741211
	Iteration 16Q: 3 clusters Score -1.507561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -15075638.000000 Penalty: 5767.741211
	Iteration 17Q: 3 clusters Score -1.507564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -15075641.000000 Penalty: 5767.741211
	Iteration 18Q: 3 clusters Score -1.507564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -15075659.000000 Penalty: 5767.741211
	Iteration 19Q: 3 clusters Score -1.507566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -15075668.000000 Penalty: 5767.741211
	Iteration 20F: 3 clusters Score -1.507567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136310 members 
Entering Unmasked Estep 
Score: -18261288.000000 Penalty: 2932.026367
	Iteration 0F: 2 clusters Score -1.826129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -18176068.000000 Penalty: 5864.052734
	Iteration 0F: 3 clusters Score -1.817607e+07 nChanged 65078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -18214294.000000 Penalty: 5864.052734
	Iteration 1F: 3 clusters Score -1.821429e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -18215530.000000 Penalty: 5864.052734
	Iteration 2Q: 3 clusters Score -1.821553e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -18217256.000000 Penalty: 5864.052734
	Iteration 3Q: 3 clusters Score -1.821726e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -18219780.000000 Penalty: 5864.052734
	Iteration 4Q: 3 clusters Score -1.821978e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -18223542.000000 Penalty: 5864.052734
	Iteration 5F: 3 clusters Score -1.822354e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -18229184.000000 Penalty: 5864.052734
	Iteration 6F: 3 clusters Score -1.822918e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -18236976.000000 Penalty: 5864.052734
	Iteration 7F: 3 clusters Score -1.823698e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -18245458.000000 Penalty: 5864.052734
	Iteration 8F: 3 clusters Score -1.824546e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -18251432.000000 Penalty: 5864.052734
	Iteration 9F: 3 clusters Score -1.825143e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -18255024.000000 Penalty: 5864.052734
	Iteration 10Q: 3 clusters Score -1.825502e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -18256820.000000 Penalty: 5864.052734
	Iteration 11Q: 3 clusters Score -1.825682e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -18257928.000000 Penalty: 5864.052734
	Iteration 12Q: 3 clusters Score -1.825793e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -18258330.000000 Penalty: 5864.052734
	Iteration 13Q: 3 clusters Score -1.825833e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -18258682.000000 Penalty: 5864.052734
	Iteration 14Q: 3 clusters Score -1.825868e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -18258826.000000 Penalty: 5864.052734
	Iteration 15Q: 3 clusters Score -1.825883e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -18258960.000000 Penalty: 5864.052734
	Iteration 16Q: 3 clusters Score -1.825896e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 133896 members 
Entering Unmasked Estep 
Score: -18259046.000000 Penalty: 5864.052734
	Iteration 17Q: 3 clusters Score -1.825905e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -18259150.000000 Penalty: 5864.052734
	Iteration 18Q: 3 clusters Score -1.825915e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 134598 members 
Entering Unmasked Estep 
Score: -18259188.000000 Penalty: 5864.052734
	Iteration 19Q: 3 clusters Score -1.825919e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 134778 members 
Entering Unmasked Estep 
Score: -18259212.000000 Penalty: 5864.052734
	Iteration 20F: 3 clusters Score -1.825921e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 134901 members 
Entering Unmasked Estep 
Score: -18259256.000000 Penalty: 5864.052734
	Iteration 21Q: 3 clusters Score -1.825926e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 134989 members 
Entering Unmasked Estep 
Score: -18259286.000000 Penalty: 5864.052734
	Iteration 22Q: 3 clusters Score -1.825929e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -18259292.000000 Penalty: 5864.052734
	Iteration 23Q: 3 clusters Score -1.825929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -18259286.000000 Penalty: 5864.052734
	Iteration 24Q: 3 clusters Score -1.825929e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 135145 members 
Entering Unmasked Estep 
Score: -18259310.000000 Penalty: 5864.052734
	Iteration 25Q: 3 clusters Score -1.825931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 135168 members 
Entering Unmasked Estep 
Score: -18259320.000000 Penalty: 5864.052734
	Iteration 26Q: 3 clusters Score -1.825932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 135191 members 
Entering Unmasked Estep 
Score: -18259332.000000 Penalty: 5864.052734
	Iteration 27Q: 3 clusters Score -1.825933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 135212 members 
Entering Unmasked Estep 
Score: -18259342.000000 Penalty: 5864.052734
	Iteration 28Q: 3 clusters Score -1.825934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -18259348.000000 Penalty: 5864.052734
	Iteration 29Q: 3 clusters Score -1.825935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 135245 members 
Entering Unmasked Estep 
Score: -18259384.000000 Penalty: 5864.052734
	Iteration 30Q: 3 clusters Score -1.825938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 135260 members 
Entering Unmasked Estep 
Score: -18259382.000000 Penalty: 5864.052734
	Iteration 31Q: 3 clusters Score -1.825938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -18259386.000000 Penalty: 5864.052734
	Iteration 32Q: 3 clusters Score -1.825939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 135285 members 
Entering Unmasked Estep 
Score: -18259394.000000 Penalty: 5864.052734
	Iteration 33Q: 3 clusters Score -1.825939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -18259408.000000 Penalty: 5864.052734
	Iteration 34Q: 3 clusters Score -1.825941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -18259414.000000 Penalty: 5864.052734
	Iteration 35Q: 3 clusters Score -1.825941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -18259414.000000 Penalty: 5864.052734
	Iteration 36Q: 3 clusters Score -1.825941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -18259420.000000 Penalty: 5864.052734
	Iteration 37Q: 3 clusters Score -1.825942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -18259422.000000 Penalty: 5864.052734
	Iteration 38Q: 3 clusters Score -1.825942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -18259420.000000 Penalty: 5864.052734
	Iteration 39Q: 3 clusters Score -1.825942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -18259406.000000 Penalty: 5864.052734
	Iteration 40F: 3 clusters Score -1.825941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -18259418.000000 Penalty: 5864.052734
	Iteration 41Q: 3 clusters Score -1.825942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -18259406.000000 Penalty: 5864.052734
	Iteration 42Q: 3 clusters Score -1.825941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -18259398.000000 Penalty: 5864.052734
	Iteration 43Q: 3 clusters Score -1.82594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -18259396.000000 Penalty: 5864.052734
	Iteration 44Q: 3 clusters Score -1.82594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -18259406.000000 Penalty: 5864.052734
	Iteration 45Q: 3 clusters Score -1.825941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 135384 members 
Entering Unmasked Estep 
Score: -18259402.000000 Penalty: 5864.052734
	Iteration 46Q: 3 clusters Score -1.82594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -18259390.000000 Penalty: 5864.052734
	Iteration 47Q: 3 clusters Score -1.825939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 135379 members 
Entering Unmasked Estep 
Score: -18259396.000000 Penalty: 5864.052734
	Iteration 48Q: 3 clusters Score -1.82594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 135377 members 
Entering Unmasked Estep 
Score: -18259388.000000 Penalty: 5864.052734
	Iteration 49Q: 3 clusters Score -1.825939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -18259392.000000 Penalty: 5864.052734
	Iteration 50Q: 3 clusters Score -1.825939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 135379 members 
Entering Unmasked Estep 
Score: -18259398.000000 Penalty: 5864.052734
	Iteration 51Q: 3 clusters Score -1.82594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 135379 members 
Entering Unmasked Estep 
Score: -18259398.000000 Penalty: 5864.052734
	Iteration 52F: 3 clusters Score -1.82594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Entering Unmasked Estep 
Score: -2754627.500000 Penalty: 2459.793945
	Iteration 0F: 2 clusters Score -2754628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2740422.500000 Penalty: 4919.587891
	Iteration 0F: 3 clusters Score -2740422 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2745047.500000 Penalty: 4919.587891
	Iteration 1F: 3 clusters Score -2745048 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2745449.000000 Penalty: 4919.587891
	Iteration 2F: 3 clusters Score -2745449 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2745816.750000 Penalty: 4919.587891
	Iteration 3Q: 3 clusters Score -2745817 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2746179.500000 Penalty: 4919.587891
	Iteration 4Q: 3 clusters Score -2746180 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2746666.250000 Penalty: 4919.587891
	Iteration 5Q: 3 clusters Score -2746666 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2747266.000000 Penalty: 4919.587891
	Iteration 6F: 3 clusters Score -2747266 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2748078.500000 Penalty: 4919.587891
	Iteration 7F: 3 clusters Score -2748078 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2749106.250000 Penalty: 4919.587891
	Iteration 8F: 3 clusters Score -2749106 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2750212.750000 Penalty: 4919.587891
	Iteration 9F: 3 clusters Score -2750213 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2751096.000000 Penalty: 4919.587891
	Iteration 10Q: 3 clusters Score -2751096 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2751727.750000 Penalty: 4919.587891
	Iteration 11Q: 3 clusters Score -2751728 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2752073.000000 Penalty: 4919.587891
	Iteration 12Q: 3 clusters Score -2752073 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2752259.750000 Penalty: 4919.587891
	Iteration 13Q: 3 clusters Score -2752260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2752354.750000 Penalty: 4919.587891
	Iteration 14Q: 3 clusters Score -2752355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2752416.000000 Penalty: 4919.587891
	Iteration 15Q: 3 clusters Score -2752416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2752449.000000 Penalty: 4919.587891
	Iteration 16Q: 3 clusters Score -2752449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2752456.250000 Penalty: 4919.587891
	Iteration 17Q: 3 clusters Score -2752456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2752466.250000 Penalty: 4919.587891
	Iteration 18Q: 3 clusters Score -2752466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2752465.500000 Penalty: 4919.587891
	Iteration 19Q: 3 clusters Score -2752466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2752465.500000 Penalty: 4919.587891
	Iteration 20F: 3 clusters Score -2752466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Entering Unmasked Estep 
Score: -5593066.500000 Penalty: 2644.634521
	Iteration 0F: 2 clusters Score -5593066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5564240.000000 Penalty: 5289.269043
	Iteration 0F: 3 clusters Score -5564240 nChanged 19585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5575106.000000 Penalty: 5289.269043
	Iteration 1F: 3 clusters Score -5575106 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5575652.000000 Penalty: 5289.269043
	Iteration 2Q: 3 clusters Score -5575652 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5576190.000000 Penalty: 5289.269043
	Iteration 3Q: 3 clusters Score -5576190 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -5576941.000000 Penalty: 5289.269043
	Iteration 4Q: 3 clusters Score -5576941 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5578096.000000 Penalty: 5289.269043
	Iteration 5Q: 3 clusters Score -5578096 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -5579757.500000 Penalty: 5289.269043
	Iteration 6F: 3 clusters Score -5579758 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5582083.500000 Penalty: 5289.269043
	Iteration 7F: 3 clusters Score -5582084 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -5584876.000000 Penalty: 5289.269043
	Iteration 8F: 3 clusters Score -5584876 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5587412.000000 Penalty: 5289.269043
	Iteration 9F: 3 clusters Score -5587412 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5589111.500000 Penalty: 5289.269043
	Iteration 10Q: 3 clusters Score -5589112 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5589997.500000 Penalty: 5289.269043
	Iteration 11Q: 3 clusters Score -5589998 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5590413.500000 Penalty: 5289.269043
	Iteration 12Q: 3 clusters Score -5590414 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5590603.000000 Penalty: 5289.269043
	Iteration 13Q: 3 clusters Score -5590603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5590687.000000 Penalty: 5289.269043
	Iteration 14Q: 3 clusters Score -5590687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5590736.500000 Penalty: 5289.269043
	Iteration 15Q: 3 clusters Score -5590736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5590759.500000 Penalty: 5289.269043
	Iteration 16Q: 3 clusters Score -5590760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5590773.000000 Penalty: 5289.269043
	Iteration 17Q: 3 clusters Score -5590773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5590778.000000 Penalty: 5289.269043
	Iteration 18Q: 3 clusters Score -5590778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5590783.000000 Penalty: 5289.269043
	Iteration 19Q: 3 clusters Score -5590783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5590795.500000 Penalty: 5289.269043
	Iteration 20F: 3 clusters Score -5590796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5590791.500000 Penalty: 5289.269043
	Iteration 21Q: 3 clusters Score -5590792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5590794.000000 Penalty: 5289.269043
	Iteration 22Q: 3 clusters Score -5590794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5590797.500000 Penalty: 5289.269043
	Iteration 23Q: 3 clusters Score -5590798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5590804.000000 Penalty: 5289.269043
	Iteration 24Q: 3 clusters Score -5590804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5590809.000000 Penalty: 5289.269043
	Iteration 25Q: 3 clusters Score -5590809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5590812.000000 Penalty: 5289.269043
	Iteration 26Q: 3 clusters Score -5590812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5590822.500000 Penalty: 5289.269043
	Iteration 27Q: 3 clusters Score -5590822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5590825.000000 Penalty: 5289.269043
	Iteration 28Q: 3 clusters Score -5590825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5590832.500000 Penalty: 5289.269043
	Iteration 29Q: 3 clusters Score -5590832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5590836.000000 Penalty: 5289.269043
	Iteration 30Q: 3 clusters Score -5590836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5590838.000000 Penalty: 5289.269043
	Iteration 31Q: 3 clusters Score -5590838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5590842.000000 Penalty: 5289.269043
	Iteration 32Q: 3 clusters Score -5590842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5590849.500000 Penalty: 5289.269043
	Iteration 33Q: 3 clusters Score -5590850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5590857.500000 Penalty: 5289.269043
	Iteration 34Q: 3 clusters Score -5590858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5590866.000000 Penalty: 5289.269043
	Iteration 35Q: 3 clusters Score -5590866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5590871.500000 Penalty: 5289.269043
	Iteration 36Q: 3 clusters Score -5590872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5590869.000000 Penalty: 5289.269043
	Iteration 37Q: 3 clusters Score -5590869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5590873.500000 Penalty: 5289.269043
	Iteration 38Q: 3 clusters Score -5590874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5590873.500000 Penalty: 5289.269043
	Iteration 39F: 3 clusters Score -5590874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -197411.234375 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -197411.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195229.125000 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -195229.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -198371.937500 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -198371.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -201491.312500 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -201491.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -204612.890625 Penalty: 3762.802734
	Iteration 3F: 3 clusters Score -204612.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -205261.234375 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -205261.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -205443.015625 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -205443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -205797.250000 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -205797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -205867.343750 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -205867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -205880.562500 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -205880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -205889.500000 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -205889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -205894.296875 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -205894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -205896.968750 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -205897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205898.000000 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -205898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205898.000000 Penalty: 3762.802734
	Iteration 13F: 3 clusters Score -205898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 112253 members 
Mstep: Class 5 contains 118 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 30995 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 22 contains 8468 members 
Entering Unmasked Estep 
Score: -62759260.000000 Penalty: 61602.574219
Splitting cluster 11 changes total score from -62751492.000000 to -62759260.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 12 (100294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Entering Unmasked Estep 
Score: -13470186.000000 Penalty: 2855.933594
	Iteration 0F: 2 clusters Score -1.347019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -13403160.000000 Penalty: 5711.867188
	Iteration 0F: 3 clusters Score -1.340316e+07 nChanged 47361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -13430971.000000 Penalty: 5711.867188
	Iteration 1F: 3 clusters Score -1.343097e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -13432038.000000 Penalty: 5711.867188
	Iteration 2Q: 3 clusters Score -1.343204e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -13433718.000000 Penalty: 5711.867188
	Iteration 3Q: 3 clusters Score -1.343372e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -13436237.000000 Penalty: 5711.867188
	Iteration 4F: 3 clusters Score -1.343624e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -13440301.000000 Penalty: 5711.867188
	Iteration 5F: 3 clusters Score -1.34403e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -13446299.000000 Penalty: 5711.867188
	Iteration 6F: 3 clusters Score -1.34463e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -13453658.000000 Penalty: 5711.867188
	Iteration 7F: 3 clusters Score -1.345366e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -13460522.000000 Penalty: 5711.867188
	Iteration 8F: 3 clusters Score -1.346052e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13464763.000000 Penalty: 5711.867188
	Iteration 9Q: 3 clusters Score -1.346476e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13466672.000000 Penalty: 5711.867188
	Iteration 10Q: 3 clusters Score -1.346667e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13467301.000000 Penalty: 5711.867188
	Iteration 11Q: 3 clusters Score -1.34673e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13467625.000000 Penalty: 5711.867188
	Iteration 12Q: 3 clusters Score -1.346762e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13467741.000000 Penalty: 5711.867188
	Iteration 13Q: 3 clusters Score -1.346774e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13467820.000000 Penalty: 5711.867188
	Iteration 14Q: 3 clusters Score -1.346782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13467886.000000 Penalty: 5711.867188
	Iteration 15Q: 3 clusters Score -1.346789e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13467934.000000 Penalty: 5711.867188
	Iteration 16Q: 3 clusters Score -1.346793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13467976.000000 Penalty: 5711.867188
	Iteration 17Q: 3 clusters Score -1.346798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13468006.000000 Penalty: 5711.867188
	Iteration 18Q: 3 clusters Score -1.346801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13468039.000000 Penalty: 5711.867188
	Iteration 19Q: 3 clusters Score -1.346804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13468045.000000 Penalty: 5711.867188
	Iteration 20F: 3 clusters Score -1.346804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -13468069.000000 Penalty: 5711.867188
	Iteration 21Q: 3 clusters Score -1.346807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99710 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13468091.000000 Penalty: 5711.867188
	Iteration 22Q: 3 clusters Score -1.346809e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13468125.000000 Penalty: 5711.867188
	Iteration 23Q: 3 clusters Score -1.346812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13468163.000000 Penalty: 5711.867188
	Iteration 24Q: 3 clusters Score -1.346816e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13468198.000000 Penalty: 5711.867188
	Iteration 25Q: 3 clusters Score -1.34682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -13468254.000000 Penalty: 5711.867188
	Iteration 26Q: 3 clusters Score -1.346825e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13468287.000000 Penalty: 5711.867188
	Iteration 27Q: 3 clusters Score -1.346829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13468326.000000 Penalty: 5711.867188
	Iteration 28Q: 3 clusters Score -1.346833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13468381.000000 Penalty: 5711.867188
	Iteration 29Q: 3 clusters Score -1.346838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13468437.000000 Penalty: 5711.867188
	Iteration 30Q: 3 clusters Score -1.346844e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13468489.000000 Penalty: 5711.867188
	Iteration 31Q: 3 clusters Score -1.346849e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13468544.000000 Penalty: 5711.867188
	Iteration 32Q: 3 clusters Score -1.346854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13468615.000000 Penalty: 5711.867188
	Iteration 33Q: 3 clusters Score -1.346862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13468627.000000 Penalty: 5711.867188
	Iteration 34Q: 3 clusters Score -1.346863e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13468672.000000 Penalty: 5711.867188
	Iteration 35Q: 3 clusters Score -1.346867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13468720.000000 Penalty: 5711.867188
	Iteration 36Q: 3 clusters Score -1.346872e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13468753.000000 Penalty: 5711.867188
	Iteration 37Q: 3 clusters Score -1.346875e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13468777.000000 Penalty: 5711.867188
	Iteration 38Q: 3 clusters Score -1.346878e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13468833.000000 Penalty: 5711.867188
	Iteration 39Q: 3 clusters Score -1.346883e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13468899.000000 Penalty: 5711.867188
	Iteration 40F: 3 clusters Score -1.34689e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13468930.000000 Penalty: 5711.867188
	Iteration 41Q: 3 clusters Score -1.346893e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13469004.000000 Penalty: 5711.867188
	Iteration 42Q: 3 clusters Score -1.3469e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13469049.000000 Penalty: 5711.867188
	Iteration 43Q: 3 clusters Score -1.346905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13469069.000000 Penalty: 5711.867188
	Iteration 44Q: 3 clusters Score -1.346907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13469087.000000 Penalty: 5711.867188
	Iteration 45Q: 3 clusters Score -1.346909e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13469102.000000 Penalty: 5711.867188
	Iteration 46Q: 3 clusters Score -1.34691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13469107.000000 Penalty: 5711.867188
	Iteration 47Q: 3 clusters Score -1.346911e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13469126.000000 Penalty: 5711.867188
	Iteration 48Q: 3 clusters Score -1.346913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13469138.000000 Penalty: 5711.867188
	Iteration 49Q: 3 clusters Score -1.346914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13469155.000000 Penalty: 5711.867188
	Iteration 50Q: 3 clusters Score -1.346916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13469150.000000 Penalty: 5711.867188
	Iteration 51Q: 3 clusters Score -1.346915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13469152.000000 Penalty: 5711.867188
	Iteration 52Q: 3 clusters Score -1.346915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13469150.000000 Penalty: 5711.867188
	Iteration 53Q: 3 clusters Score -1.346915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13469143.000000 Penalty: 5711.867188
	Iteration 54Q: 3 clusters Score -1.346914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13469146.000000 Penalty: 5711.867188
	Iteration 55Q: 3 clusters Score -1.346915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13469148.000000 Penalty: 5711.867188
	Iteration 56Q: 3 clusters Score -1.346915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13469152.000000 Penalty: 5711.867188
	Iteration 57Q: 3 clusters Score -1.346915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13469146.000000 Penalty: 5711.867188
	Iteration 58Q: 3 clusters Score -1.346915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -13469154.000000 Penalty: 5711.867188
	Iteration 59Q: 3 clusters Score -1.346915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13469168.000000 Penalty: 5711.867188
	Iteration 60F: 3 clusters Score -1.346917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13469167.000000 Penalty: 5711.867188
	Iteration 61Q: 3 clusters Score -1.346917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13469166.000000 Penalty: 5711.867188
	Iteration 62Q: 3 clusters Score -1.346917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13469167.000000 Penalty: 5711.867188
	Iteration 63Q: 3 clusters Score -1.346917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13469167.000000 Penalty: 5711.867188
	Iteration 64Q: 3 clusters Score -1.346917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13469175.000000 Penalty: 5711.867188
	Iteration 65Q: 3 clusters Score -1.346918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13469168.000000 Penalty: 5711.867188
	Iteration 66Q: 3 clusters Score -1.346917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13469169.000000 Penalty: 5711.867188
	Iteration 67Q: 3 clusters Score -1.346917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13469178.000000 Penalty: 5711.867188
	Iteration 68Q: 3 clusters Score -1.346918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -13469179.000000 Penalty: 5711.867188
	Iteration 69Q: 3 clusters Score -1.346918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13469184.000000 Penalty: 5711.867188
	Iteration 70Q: 3 clusters Score -1.346918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13469188.000000 Penalty: 5711.867188
	Iteration 71Q: 3 clusters Score -1.346919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13469188.000000 Penalty: 5711.867188
	Iteration 72Q: 3 clusters Score -1.346919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13469192.000000 Penalty: 5711.867188
	Iteration 73Q: 3 clusters Score -1.346919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13469201.000000 Penalty: 5711.867188
	Iteration 74Q: 3 clusters Score -1.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13469201.000000 Penalty: 5711.867188
	Iteration 75Q: 3 clusters Score -1.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -13469193.000000 Penalty: 5711.867188
	Iteration 76Q: 3 clusters Score -1.346919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13469201.000000 Penalty: 5711.867188
	Iteration 77Q: 3 clusters Score -1.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13469194.000000 Penalty: 5711.867188
	Iteration 78Q: 3 clusters Score -1.346919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13469195.000000 Penalty: 5711.867188
	Iteration 79Q: 3 clusters Score -1.34692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13469201.000000 Penalty: 5711.867188
	Iteration 80F: 3 clusters Score -1.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -13469202.000000 Penalty: 5711.867188
	Iteration 81Q: 3 clusters Score -1.34692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13469201.000000 Penalty: 5711.867188
	Iteration 82Q: 3 clusters Score -1.34692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13469201.000000 Penalty: 5711.867188
	Iteration 83Q: 3 clusters Score -1.34692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13469203.000000 Penalty: 5711.867188
	Iteration 84Q: 3 clusters Score -1.34692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98768 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13469202.000000 Penalty: 5711.867188
	Iteration 85Q: 3 clusters Score -1.34692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13469197.000000 Penalty: 5711.867188
	Iteration 86Q: 3 clusters Score -1.34692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -13469197.000000 Penalty: 5711.867188
	Iteration 87Q: 3 clusters Score -1.34692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13469191.000000 Penalty: 5711.867188
	Iteration 88Q: 3 clusters Score -1.346919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13469195.000000 Penalty: 5711.867188
	Iteration 89Q: 3 clusters Score -1.34692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13469196.000000 Penalty: 5711.867188
	Iteration 90Q: 3 clusters Score -1.34692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13469212.000000 Penalty: 5711.867188
	Iteration 91Q: 3 clusters Score -1.346921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13469206.000000 Penalty: 5711.867188
	Iteration 92Q: 3 clusters Score -1.346921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13469206.000000 Penalty: 5711.867188
	Iteration 93Q: 3 clusters Score -1.346921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13469206.000000 Penalty: 5711.867188
	Iteration 94F: 3 clusters Score -1.346921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Entering Unmasked Estep 
Score: -4231710.500000 Penalty: 2564.712158
	Iteration 0F: 2 clusters Score -4231710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4210740.000000 Penalty: 5129.424316
	Iteration 0F: 3 clusters Score -4210740 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4218223.000000 Penalty: 5129.424316
	Iteration 1F: 3 clusters Score -4218223 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4218705.500000 Penalty: 5129.424316
	Iteration 2Q: 3 clusters Score -4218706 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4219164.000000 Penalty: 5129.424316
	Iteration 3Q: 3 clusters Score -4219164 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4219707.000000 Penalty: 5129.424316
	Iteration 4Q: 3 clusters Score -4219707 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -4220369.000000 Penalty: 5129.424316
	Iteration 5Q: 3 clusters Score -4220369 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4221276.500000 Penalty: 5129.424316
	Iteration 6Q: 3 clusters Score -4221276 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4222503.500000 Penalty: 5129.424316
	Iteration 7F: 3 clusters Score -4222504 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4223916.500000 Penalty: 5129.424316
	Iteration 8F: 3 clusters Score -4223916 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4225429.500000 Penalty: 5129.424316
	Iteration 9F: 3 clusters Score -4225430 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4226720.500000 Penalty: 5129.424316
	Iteration 10Q: 3 clusters Score -4226720 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4227701.000000 Penalty: 5129.424316
	Iteration 11Q: 3 clusters Score -4227701 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4228324.000000 Penalty: 5129.424316
	Iteration 12Q: 3 clusters Score -4228324 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4228781.000000 Penalty: 5129.424316
	Iteration 13Q: 3 clusters Score -4228781 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4229067.500000 Penalty: 5129.424316
	Iteration 14Q: 3 clusters Score -4229068 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4229222.000000 Penalty: 5129.424316
	Iteration 15Q: 3 clusters Score -4229222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4229307.000000 Penalty: 5129.424316
	Iteration 16Q: 3 clusters Score -4229307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4229377.500000 Penalty: 5129.424316
	Iteration 17Q: 3 clusters Score -4229378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4229415.000000 Penalty: 5129.424316
	Iteration 18Q: 3 clusters Score -4229415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4229440.500000 Penalty: 5129.424316
	Iteration 19Q: 3 clusters Score -4229440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4229470.500000 Penalty: 5129.424316
	Iteration 20F: 3 clusters Score -4229470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4229490.000000 Penalty: 5129.424316
	Iteration 21Q: 3 clusters Score -4229490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4229497.500000 Penalty: 5129.424316
	Iteration 22Q: 3 clusters Score -4229498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4229516.500000 Penalty: 5129.424316
	Iteration 23Q: 3 clusters Score -4229516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4229533.500000 Penalty: 5129.424316
	Iteration 24Q: 3 clusters Score -4229534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4229543.000000 Penalty: 5129.424316
	Iteration 25Q: 3 clusters Score -4229543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4229545.000000 Penalty: 5129.424316
	Iteration 26Q: 3 clusters Score -4229545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4229546.500000 Penalty: 5129.424316
	Iteration 27Q: 3 clusters Score -4229546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4229549.500000 Penalty: 5129.424316
	Iteration 28Q: 3 clusters Score -4229550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4229553.500000 Penalty: 5129.424316
	Iteration 29Q: 3 clusters Score -4229554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4229553.500000 Penalty: 5129.424316
	Iteration 30Q: 3 clusters Score -4229554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4229552.000000 Penalty: 5129.424316
	Iteration 31Q: 3 clusters Score -4229552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4229552.000000 Penalty: 5129.424316
	Iteration 32F: 3 clusters Score -4229552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -285300.437500 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -285300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -282477.468750 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -282477.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -282993.718750 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -282993.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283131.375000 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -283131.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283212.406250 Penalty: 3833.730713
	Iteration 3Q: 3 clusters Score -283212.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -283258.937500 Penalty: 3833.730713
	Iteration 4Q: 3 clusters Score -283258.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283298.593750 Penalty: 3833.730713
	Iteration 5Q: 3 clusters Score -283298.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -283324.343750 Penalty: 3833.730713
	Iteration 6Q: 3 clusters Score -283324.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283338.437500 Penalty: 3833.730713
	Iteration 7Q: 3 clusters Score -283338.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283353.125000 Penalty: 3833.730713
	Iteration 8Q: 3 clusters Score -283353.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -283367.031250 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -283367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283382.750000 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -283382.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283396.656250 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -283396.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283418.062500 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -283418.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -283436.812500 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -283436.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283453.312500 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -283453.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -283467.718750 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -283467.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283484.062500 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -283484.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283504.937500 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -283504.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -283518.812500 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -283518.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283533.875000 Penalty: 3833.730713
	Iteration 19Q: 3 clusters Score -283533.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283548.031250 Penalty: 3833.730713
	Iteration 20F: 3 clusters Score -283548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283558.437500 Penalty: 3833.730713
	Iteration 21Q: 3 clusters Score -283558.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283569.625000 Penalty: 3833.730713
	Iteration 22Q: 3 clusters Score -283569.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283580.343750 Penalty: 3833.730713
	Iteration 23Q: 3 clusters Score -283580.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283590.625000 Penalty: 3833.730713
	Iteration 24Q: 3 clusters Score -283590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283595.906250 Penalty: 3833.730713
	Iteration 25Q: 3 clusters Score -283595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283599.125000 Penalty: 3833.730713
	Iteration 26Q: 3 clusters Score -283599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283600.875000 Penalty: 3833.730713
	Iteration 27Q: 3 clusters Score -283600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283601.843750 Penalty: 3833.730713
	Iteration 28Q: 3 clusters Score -283601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283605.093750 Penalty: 3833.730713
	Iteration 29Q: 3 clusters Score -283605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283608.375000 Penalty: 3833.730713
	Iteration 30Q: 3 clusters Score -283608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283610.656250 Penalty: 3833.730713
	Iteration 31Q: 3 clusters Score -283610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283611.781250 Penalty: 3833.730713
	Iteration 32Q: 3 clusters Score -283611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283612.218750 Penalty: 3833.730713
	Iteration 33Q: 3 clusters Score -283612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283613.031250 Penalty: 3833.730713
	Iteration 34Q: 3 clusters Score -283613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283613.031250 Penalty: 3833.730713
	Iteration 35F: 3 clusters Score -283613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -269934.406250 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -269934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267238.781250 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -267238.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -267796.781250 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -267796.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268024.500000 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -268024.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268164.718750 Penalty: 3801.283203
	Iteration 3F: 3 clusters Score -268164.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -268262.406250 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -268262.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268337.875000 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -268337.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -268378.843750 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -268378.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268422.250000 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -268422.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268459.125000 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -268459.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -268494.125000 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -268494.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -268515.281250 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -268515.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -268535.406250 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -268535.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -268550.593750 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -268550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268561.562500 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -268561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -268567.093750 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -268567.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -268578.687500 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -268578.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -268592.750000 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -268592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -268601.625000 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -268601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -268611.093750 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -268611.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -268619.593750 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -268619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -268629.281250 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -268629.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -268640.000000 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -268640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -268653.937500 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -268653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -268664.625000 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -268664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -268670.468750 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -268670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -268674.781250 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -268674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -268678.343750 Penalty: 3801.283203
	Iteration 26Q: 3 clusters Score -268678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -268683.406250 Penalty: 3801.283203
	Iteration 27Q: 3 clusters Score -268683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -268689.562500 Penalty: 3801.283203
	Iteration 28Q: 3 clusters Score -268689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -268697.718750 Penalty: 3801.283203
	Iteration 29Q: 3 clusters Score -268697.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268705.781250 Penalty: 3801.283203
	Iteration 30Q: 3 clusters Score -268705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -268709.750000 Penalty: 3801.283203
	Iteration 31Q: 3 clusters Score -268709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -268712.187500 Penalty: 3801.283203
	Iteration 32Q: 3 clusters Score -268712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -268712.906250 Penalty: 3801.283203
	Iteration 33Q: 3 clusters Score -268712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -268712.906250 Penalty: 3801.283203
	Iteration 34F: 3 clusters Score -268712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -554849.062500 Penalty: 2061.774658
	Iteration 0F: 2 clusters Score -554849.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -550938.562500 Penalty: 4123.549316
	Iteration 0F: 3 clusters Score -550938.6 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -551834.812500 Penalty: 4123.549316
	Iteration 1F: 3 clusters Score -551834.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -552017.875000 Penalty: 4123.549316
	Iteration 2F: 3 clusters Score -552017.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -552113.875000 Penalty: 4123.549316
	Iteration 3Q: 3 clusters Score -552113.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -552162.062500 Penalty: 4123.549316
	Iteration 4Q: 3 clusters Score -552162.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -552198.625000 Penalty: 4123.549316
	Iteration 5Q: 3 clusters Score -552198.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -552237.187500 Penalty: 4123.549316
	Iteration 6Q: 3 clusters Score -552237.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -552269.625000 Penalty: 4123.549316
	Iteration 7Q: 3 clusters Score -552269.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -552294.625000 Penalty: 4123.549316
	Iteration 8Q: 3 clusters Score -552294.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -552321.125000 Penalty: 4123.549316
	Iteration 9Q: 3 clusters Score -552321.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -552348.312500 Penalty: 4123.549316
	Iteration 10Q: 3 clusters Score -552348.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -552372.125000 Penalty: 4123.549316
	Iteration 11Q: 3 clusters Score -552372.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -552392.625000 Penalty: 4123.549316
	Iteration 12Q: 3 clusters Score -552392.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -552408.125000 Penalty: 4123.549316
	Iteration 13Q: 3 clusters Score -552408.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -552426.000000 Penalty: 4123.549316
	Iteration 14Q: 3 clusters Score -552426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -552443.500000 Penalty: 4123.549316
	Iteration 15Q: 3 clusters Score -552443.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -552464.062500 Penalty: 4123.549316
	Iteration 16Q: 3 clusters Score -552464.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -552488.000000 Penalty: 4123.549316
	Iteration 17Q: 3 clusters Score -552488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -552512.500000 Penalty: 4123.549316
	Iteration 18Q: 3 clusters Score -552512.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -552532.437500 Penalty: 4123.549316
	Iteration 19Q: 3 clusters Score -552532.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -552554.125000 Penalty: 4123.549316
	Iteration 20F: 3 clusters Score -552554.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -552576.812500 Penalty: 4123.549316
	Iteration 21Q: 3 clusters Score -552576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -552598.062500 Penalty: 4123.549316
	Iteration 22Q: 3 clusters Score -552598.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -552618.125000 Penalty: 4123.549316
	Iteration 23Q: 3 clusters Score -552618.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -552641.375000 Penalty: 4123.549316
	Iteration 24Q: 3 clusters Score -552641.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -552671.687500 Penalty: 4123.549316
	Iteration 25Q: 3 clusters Score -552671.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -552693.875000 Penalty: 4123.549316
	Iteration 26Q: 3 clusters Score -552693.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -552718.437500 Penalty: 4123.549316
	Iteration 27Q: 3 clusters Score -552718.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -552737.812500 Penalty: 4123.549316
	Iteration 28Q: 3 clusters Score -552737.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -552756.375000 Penalty: 4123.549316
	Iteration 29Q: 3 clusters Score -552756.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -552780.625000 Penalty: 4123.549316
	Iteration 30Q: 3 clusters Score -552780.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -552803.625000 Penalty: 4123.549316
	Iteration 31Q: 3 clusters Score -552803.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -552826.812500 Penalty: 4123.549316
	Iteration 32Q: 3 clusters Score -552826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -552843.500000 Penalty: 4123.549316
	Iteration 33Q: 3 clusters Score -552843.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -552864.062500 Penalty: 4123.549316
	Iteration 34Q: 3 clusters Score -552864.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -552877.125000 Penalty: 4123.549316
	Iteration 35Q: 3 clusters Score -552877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -552889.625000 Penalty: 4123.549316
	Iteration 36Q: 3 clusters Score -552889.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -552898.437500 Penalty: 4123.549316
	Iteration 37Q: 3 clusters Score -552898.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -552905.875000 Penalty: 4123.549316
	Iteration 38Q: 3 clusters Score -552905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -552909.687500 Penalty: 4123.549316
	Iteration 39Q: 3 clusters Score -552909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -552916.312500 Penalty: 4123.549316
	Iteration 40F: 3 clusters Score -552916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -552921.187500 Penalty: 4123.549316
	Iteration 41Q: 3 clusters Score -552921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -552923.125000 Penalty: 4123.549316
	Iteration 42Q: 3 clusters Score -552923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -552924.437500 Penalty: 4123.549316
	Iteration 43Q: 3 clusters Score -552924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -552925.937500 Penalty: 4123.549316
	Iteration 44Q: 3 clusters Score -552925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -552928.500000 Penalty: 4123.549316
	Iteration 45Q: 3 clusters Score -552928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -552929.437500 Penalty: 4123.549316
	Iteration 46Q: 3 clusters Score -552929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -552929.812500 Penalty: 4123.549316
	Iteration 47Q: 3 clusters Score -552929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -552931.687500 Penalty: 4123.549316
	Iteration 48Q: 3 clusters Score -552931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -552933.187500 Penalty: 4123.549316
	Iteration 49Q: 3 clusters Score -552933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -552933.562500 Penalty: 4123.549316
	Iteration 50Q: 3 clusters Score -552933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -552934.937500 Penalty: 4123.549316
	Iteration 51Q: 3 clusters Score -552934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -552935.937500 Penalty: 4123.549316
	Iteration 52Q: 3 clusters Score -552935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -552938.562500 Penalty: 4123.549316
	Iteration 53Q: 3 clusters Score -552938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -552939.500000 Penalty: 4123.549316
	Iteration 54Q: 3 clusters Score -552939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -552940.562500 Penalty: 4123.549316
	Iteration 55Q: 3 clusters Score -552940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -552941.250000 Penalty: 4123.549316
	Iteration 56Q: 3 clusters Score -552941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -552941.250000 Penalty: 4123.549316
	Iteration 57F: 3 clusters Score -552941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -705886.312500 Penalty: 2124.882812
	Iteration 0F: 2 clusters Score -705886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -701168.812500 Penalty: 4249.765625
	Iteration 0F: 3 clusters Score -701168.8 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -702253.562500 Penalty: 4249.765625
	Iteration 1F: 3 clusters Score -702253.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -702457.000000 Penalty: 4249.765625
	Iteration 2F: 3 clusters Score -702457 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -702559.875000 Penalty: 4249.765625
	Iteration 3Q: 3 clusters Score -702559.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -702635.187500 Penalty: 4249.765625
	Iteration 4Q: 3 clusters Score -702635.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -702691.187500 Penalty: 4249.765625
	Iteration 5Q: 3 clusters Score -702691.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -702722.687500 Penalty: 4249.765625
	Iteration 6Q: 3 clusters Score -702722.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -702753.312500 Penalty: 4249.765625
	Iteration 7Q: 3 clusters Score -702753.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -702777.062500 Penalty: 4249.765625
	Iteration 8Q: 3 clusters Score -702777.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -702794.687500 Penalty: 4249.765625
	Iteration 9Q: 3 clusters Score -702794.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -702810.312500 Penalty: 4249.765625
	Iteration 10Q: 3 clusters Score -702810.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -702818.812500 Penalty: 4249.765625
	Iteration 11Q: 3 clusters Score -702818.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -702828.375000 Penalty: 4249.765625
	Iteration 12Q: 3 clusters Score -702828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -702834.312500 Penalty: 4249.765625
	Iteration 13Q: 3 clusters Score -702834.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -702837.812500 Penalty: 4249.765625
	Iteration 14Q: 3 clusters Score -702837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -702840.375000 Penalty: 4249.765625
	Iteration 15Q: 3 clusters Score -702840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -702845.875000 Penalty: 4249.765625
	Iteration 16Q: 3 clusters Score -702845.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -702847.750000 Penalty: 4249.765625
	Iteration 17Q: 3 clusters Score -702847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -702850.187500 Penalty: 4249.765625
	Iteration 18Q: 3 clusters Score -702850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -702854.250000 Penalty: 4249.765625
	Iteration 19Q: 3 clusters Score -702854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -702857.875000 Penalty: 4249.765625
	Iteration 20F: 3 clusters Score -702857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -702860.625000 Penalty: 4249.765625
	Iteration 21Q: 3 clusters Score -702860.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -702864.500000 Penalty: 4249.765625
	Iteration 22Q: 3 clusters Score -702864.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -702871.812500 Penalty: 4249.765625
	Iteration 23Q: 3 clusters Score -702871.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -702878.437500 Penalty: 4249.765625
	Iteration 24Q: 3 clusters Score -702878.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -702880.875000 Penalty: 4249.765625
	Iteration 25Q: 3 clusters Score -702880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -702883.375000 Penalty: 4249.765625
	Iteration 26Q: 3 clusters Score -702883.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -702888.000000 Penalty: 4249.765625
	Iteration 27Q: 3 clusters Score -702888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -702890.562500 Penalty: 4249.765625
	Iteration 28Q: 3 clusters Score -702890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -702893.375000 Penalty: 4249.765625
	Iteration 29Q: 3 clusters Score -702893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -702895.437500 Penalty: 4249.765625
	Iteration 30Q: 3 clusters Score -702895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -702895.875000 Penalty: 4249.765625
	Iteration 31Q: 3 clusters Score -702895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -702898.062500 Penalty: 4249.765625
	Iteration 32Q: 3 clusters Score -702898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -702901.500000 Penalty: 4249.765625
	Iteration 33Q: 3 clusters Score -702901.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -702904.062500 Penalty: 4249.765625
	Iteration 34Q: 3 clusters Score -702904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -702909.562500 Penalty: 4249.765625
	Iteration 35Q: 3 clusters Score -702909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -702912.937500 Penalty: 4249.765625
	Iteration 36Q: 3 clusters Score -702912.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -702916.437500 Penalty: 4249.765625
	Iteration 37Q: 3 clusters Score -702916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -702918.625000 Penalty: 4249.765625
	Iteration 38Q: 3 clusters Score -702918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -702918.812500 Penalty: 4249.765625
	Iteration 39Q: 3 clusters Score -702918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -702920.312500 Penalty: 4249.765625
	Iteration 40F: 3 clusters Score -702920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -702921.687500 Penalty: 4249.765625
	Iteration 41Q: 3 clusters Score -702921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -702925.562500 Penalty: 4249.765625
	Iteration 42Q: 3 clusters Score -702925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -702927.062500 Penalty: 4249.765625
	Iteration 43Q: 3 clusters Score -702927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -702929.375000 Penalty: 4249.765625
	Iteration 44Q: 3 clusters Score -702929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -702930.125000 Penalty: 4249.765625
	Iteration 45Q: 3 clusters Score -702930.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -702933.125000 Penalty: 4249.765625
	Iteration 46Q: 3 clusters Score -702933.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -702936.250000 Penalty: 4249.765625
	Iteration 47Q: 3 clusters Score -702936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -702939.562500 Penalty: 4249.765625
	Iteration 48Q: 3 clusters Score -702939.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -702942.750000 Penalty: 4249.765625
	Iteration 49Q: 3 clusters Score -702942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -702943.125000 Penalty: 4249.765625
	Iteration 50Q: 3 clusters Score -702943.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -702945.875000 Penalty: 4249.765625
	Iteration 51Q: 3 clusters Score -702945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -702948.000000 Penalty: 4249.765625
	Iteration 52Q: 3 clusters Score -702948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -702950.187500 Penalty: 4249.765625
	Iteration 53Q: 3 clusters Score -702950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -702950.687500 Penalty: 4249.765625
	Iteration 54Q: 3 clusters Score -702950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -702950.687500 Penalty: 4249.765625
	Iteration 55Q: 3 clusters Score -702950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -702953.937500 Penalty: 4249.765625
	Iteration 56Q: 3 clusters Score -702953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -702954.812500 Penalty: 4249.765625
	Iteration 57Q: 3 clusters Score -702954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -702956.062500 Penalty: 4249.765625
	Iteration 58Q: 3 clusters Score -702956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -702956.562500 Penalty: 4249.765625
	Iteration 59Q: 3 clusters Score -702956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -702957.562500 Penalty: 4249.765625
	Iteration 60F: 3 clusters Score -702957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -702959.375000 Penalty: 4249.765625
	Iteration 61Q: 3 clusters Score -702959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -702959.312500 Penalty: 4249.765625
	Iteration 62Q: 3 clusters Score -702959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -702961.062500 Penalty: 4249.765625
	Iteration 63Q: 3 clusters Score -702961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -702960.562500 Penalty: 4249.765625
	Iteration 64Q: 3 clusters Score -702960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -702964.062500 Penalty: 4249.765625
	Iteration 65Q: 3 clusters Score -702964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -702966.875000 Penalty: 4249.765625
	Iteration 66Q: 3 clusters Score -702966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -702965.625000 Penalty: 4249.765625
	Iteration 67Q: 3 clusters Score -702965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -702967.312500 Penalty: 4249.765625
	Iteration 68Q: 3 clusters Score -702967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -702969.312500 Penalty: 4249.765625
	Iteration 69Q: 3 clusters Score -702969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -702971.937500 Penalty: 4249.765625
	Iteration 70Q: 3 clusters Score -702971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -702975.187500 Penalty: 4249.765625
	Iteration 71Q: 3 clusters Score -702975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -702980.250000 Penalty: 4249.765625
	Iteration 72Q: 3 clusters Score -702980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -702982.500000 Penalty: 4249.765625
	Iteration 73Q: 3 clusters Score -702982.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -702983.562500 Penalty: 4249.765625
	Iteration 74Q: 3 clusters Score -702983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -702989.562500 Penalty: 4249.765625
	Iteration 75Q: 3 clusters Score -702989.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -702992.187500 Penalty: 4249.765625
	Iteration 76Q: 3 clusters Score -702992.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -702996.812500 Penalty: 4249.765625
	Iteration 77Q: 3 clusters Score -702996.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -702999.437500 Penalty: 4249.765625
	Iteration 78Q: 3 clusters Score -702999.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -703006.875000 Penalty: 4249.765625
	Iteration 79Q: 3 clusters Score -703006.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -703011.562500 Penalty: 4249.765625
	Iteration 80F: 3 clusters Score -703011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -703016.062500 Penalty: 4249.765625
	Iteration 81Q: 3 clusters Score -703016.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -703021.312500 Penalty: 4249.765625
	Iteration 82Q: 3 clusters Score -703021.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -703024.000000 Penalty: 4249.765625
	Iteration 83Q: 3 clusters Score -703024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -703027.812500 Penalty: 4249.765625
	Iteration 84Q: 3 clusters Score -703027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -703031.437500 Penalty: 4249.765625
	Iteration 85Q: 3 clusters Score -703031.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -703035.312500 Penalty: 4249.765625
	Iteration 86Q: 3 clusters Score -703035.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -703037.437500 Penalty: 4249.765625
	Iteration 87Q: 3 clusters Score -703037.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -703043.437500 Penalty: 4249.765625
	Iteration 88Q: 3 clusters Score -703043.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -703044.312500 Penalty: 4249.765625
	Iteration 89Q: 3 clusters Score -703044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -703049.562500 Penalty: 4249.765625
	Iteration 90Q: 3 clusters Score -703049.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -703057.500000 Penalty: 4249.765625
	Iteration 91Q: 3 clusters Score -703057.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -703065.000000 Penalty: 4249.765625
	Iteration 92Q: 3 clusters Score -703065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -703077.187500 Penalty: 4249.765625
	Iteration 93Q: 3 clusters Score -703077.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -703085.937500 Penalty: 4249.765625
	Iteration 94Q: 3 clusters Score -703085.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -703092.187500 Penalty: 4249.765625
	Iteration 95Q: 3 clusters Score -703092.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -703100.875000 Penalty: 4249.765625
	Iteration 96Q: 3 clusters Score -703100.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -703112.125000 Penalty: 4249.765625
	Iteration 97Q: 3 clusters Score -703112.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -703125.750000 Penalty: 4249.765625
	Iteration 98Q: 3 clusters Score -703125.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -703141.375000 Penalty: 4249.765625
	Iteration 99Q: 3 clusters Score -703141.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -703164.375000 Penalty: 4249.765625
	Iteration 100F: 3 clusters Score -703164.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -703192.062500 Penalty: 4249.765625
	Iteration 101Q: 3 clusters Score -703192.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -703213.187500 Penalty: 4249.765625
	Iteration 102Q: 3 clusters Score -703213.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -703235.187500 Penalty: 4249.765625
	Iteration 103Q: 3 clusters Score -703235.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -703260.375000 Penalty: 4249.765625
	Iteration 104Q: 3 clusters Score -703260.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -703293.375000 Penalty: 4249.765625
	Iteration 105Q: 3 clusters Score -703293.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -703329.187500 Penalty: 4249.765625
	Iteration 106Q: 3 clusters Score -703329.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -703374.312500 Penalty: 4249.765625
	Iteration 107Q: 3 clusters Score -703374.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -703411.437500 Penalty: 4249.765625
	Iteration 108Q: 3 clusters Score -703411.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -703449.750000 Penalty: 4249.765625
	Iteration 109Q: 3 clusters Score -703449.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -703489.375000 Penalty: 4249.765625
	Iteration 110Q: 3 clusters Score -703489.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -703528.125000 Penalty: 4249.765625
	Iteration 111Q: 3 clusters Score -703528.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -703559.875000 Penalty: 4249.765625
	Iteration 112Q: 3 clusters Score -703559.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -703588.812500 Penalty: 4249.765625
	Iteration 113Q: 3 clusters Score -703588.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -703624.187500 Penalty: 4249.765625
	Iteration 114Q: 3 clusters Score -703624.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -703665.500000 Penalty: 4249.765625
	Iteration 115Q: 3 clusters Score -703665.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -703694.812500 Penalty: 4249.765625
	Iteration 116Q: 3 clusters Score -703694.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -703711.125000 Penalty: 4249.765625
	Iteration 117Q: 3 clusters Score -703711.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -703728.375000 Penalty: 4249.765625
	Iteration 118Q: 3 clusters Score -703728.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -703742.500000 Penalty: 4249.765625
	Iteration 119Q: 3 clusters Score -703742.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -703765.500000 Penalty: 4249.765625
	Iteration 120F: 3 clusters Score -703765.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -703788.812500 Penalty: 4249.765625
	Iteration 121Q: 3 clusters Score -703788.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -703807.687500 Penalty: 4249.765625
	Iteration 122Q: 3 clusters Score -703807.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -703831.750000 Penalty: 4249.765625
	Iteration 123Q: 3 clusters Score -703831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -703849.687500 Penalty: 4249.765625
	Iteration 124Q: 3 clusters Score -703849.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -703863.062500 Penalty: 4249.765625
	Iteration 125Q: 3 clusters Score -703863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -703882.125000 Penalty: 4249.765625
	Iteration 126Q: 3 clusters Score -703882.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -703897.125000 Penalty: 4249.765625
	Iteration 127Q: 3 clusters Score -703897.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -703910.000000 Penalty: 4249.765625
	Iteration 128Q: 3 clusters Score -703910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -703929.250000 Penalty: 4249.765625
	Iteration 129Q: 3 clusters Score -703929.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -703944.375000 Penalty: 4249.765625
	Iteration 130Q: 3 clusters Score -703944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -703955.125000 Penalty: 4249.765625
	Iteration 131Q: 3 clusters Score -703955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -703957.750000 Penalty: 4249.765625
	Iteration 132Q: 3 clusters Score -703957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -703958.000000 Penalty: 4249.765625
	Iteration 133Q: 3 clusters Score -703958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -703959.937500 Penalty: 4249.765625
	Iteration 134Q: 3 clusters Score -703959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -703963.000000 Penalty: 4249.765625
	Iteration 135Q: 3 clusters Score -703963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -703967.125000 Penalty: 4249.765625
	Iteration 136Q: 3 clusters Score -703967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -703974.875000 Penalty: 4249.765625
	Iteration 137Q: 3 clusters Score -703974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -703979.625000 Penalty: 4249.765625
	Iteration 138Q: 3 clusters Score -703979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -703984.812500 Penalty: 4249.765625
	Iteration 139Q: 3 clusters Score -703984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -703986.250000 Penalty: 4249.765625
	Iteration 140F: 3 clusters Score -703986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -703991.062500 Penalty: 4249.765625
	Iteration 141Q: 3 clusters Score -703991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -703993.750000 Penalty: 4249.765625
	Iteration 142Q: 3 clusters Score -703993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -703996.125000 Penalty: 4249.765625
	Iteration 143Q: 3 clusters Score -703996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -703998.875000 Penalty: 4249.765625
	Iteration 144Q: 3 clusters Score -703998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -704001.250000 Penalty: 4249.765625
	Iteration 145Q: 3 clusters Score -704001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -704005.437500 Penalty: 4249.765625
	Iteration 146Q: 3 clusters Score -704005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -704007.187500 Penalty: 4249.765625
	Iteration 147Q: 3 clusters Score -704007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -704009.000000 Penalty: 4249.765625
	Iteration 148Q: 3 clusters Score -704009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -704009.312500 Penalty: 4249.765625
	Iteration 149Q: 3 clusters Score -704009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -704010.437500 Penalty: 4249.765625
	Iteration 150Q: 3 clusters Score -704010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -704012.687500 Penalty: 4249.765625
	Iteration 151Q: 3 clusters Score -704012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -704013.625000 Penalty: 4249.765625
	Iteration 152Q: 3 clusters Score -704013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -704015.875000 Penalty: 4249.765625
	Iteration 153Q: 3 clusters Score -704015.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -704015.875000 Penalty: 4249.765625
	Iteration 154F: 3 clusters Score -704015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -547067.812500 Penalty: 2067.127441
	Iteration 0F: 2 clusters Score -547067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -543101.875000 Penalty: 4134.254883
	Iteration 0F: 3 clusters Score -543101.9 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -544153.375000 Penalty: 4134.254883
	Iteration 1F: 3 clusters Score -544153.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -544458.500000 Penalty: 4134.254883
	Iteration 2F: 3 clusters Score -544458.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -544756.812500 Penalty: 4134.254883
	Iteration 3F: 3 clusters Score -544756.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -545049.375000 Penalty: 4134.254883
	Iteration 4F: 3 clusters Score -545049.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -545386.875000 Penalty: 4134.254883
	Iteration 5F: 3 clusters Score -545386.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -545897.000000 Penalty: 4134.254883
	Iteration 6F: 3 clusters Score -545897 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -546828.062500 Penalty: 4134.254883
	Iteration 7F: 3 clusters Score -546828.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -547685.312500 Penalty: 4134.254883
	Iteration 8F: 3 clusters Score -547685.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -547925.687500 Penalty: 4134.254883
	Iteration 9Q: 3 clusters Score -547925.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -547990.312500 Penalty: 4134.254883
	Iteration 10Q: 3 clusters Score -547990.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -548016.812500 Penalty: 4134.254883
	Iteration 11Q: 3 clusters Score -548016.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -548031.437500 Penalty: 4134.254883
	Iteration 12Q: 3 clusters Score -548031.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -548041.812500 Penalty: 4134.254883
	Iteration 13Q: 3 clusters Score -548041.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -548049.437500 Penalty: 4134.254883
	Iteration 14Q: 3 clusters Score -548049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -548054.500000 Penalty: 4134.254883
	Iteration 15Q: 3 clusters Score -548054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -548055.375000 Penalty: 4134.254883
	Iteration 16Q: 3 clusters Score -548055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -548056.375000 Penalty: 4134.254883
	Iteration 17Q: 3 clusters Score -548056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -548056.875000 Penalty: 4134.254883
	Iteration 18Q: 3 clusters Score -548056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -548056.750000 Penalty: 4134.254883
	Iteration 19Q: 3 clusters Score -548056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -548058.500000 Penalty: 4134.254883
	Iteration 20F: 3 clusters Score -548058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -548058.750000 Penalty: 4134.254883
	Iteration 21Q: 3 clusters Score -548058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -548060.062500 Penalty: 4134.254883
	Iteration 22Q: 3 clusters Score -548060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -548062.312500 Penalty: 4134.254883
	Iteration 23Q: 3 clusters Score -548062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -548066.125000 Penalty: 4134.254883
	Iteration 24Q: 3 clusters Score -548066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -548066.187500 Penalty: 4134.254883
	Iteration 25Q: 3 clusters Score -548066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -548067.187500 Penalty: 4134.254883
	Iteration 26Q: 3 clusters Score -548067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -548068.625000 Penalty: 4134.254883
	Iteration 27Q: 3 clusters Score -548068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -548068.125000 Penalty: 4134.254883
	Iteration 28Q: 3 clusters Score -548068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -548070.125000 Penalty: 4134.254883
	Iteration 29Q: 3 clusters Score -548070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -548070.062500 Penalty: 4134.254883
	Iteration 30Q: 3 clusters Score -548070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -548069.937500 Penalty: 4134.254883
	Iteration 31Q: 3 clusters Score -548069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -548071.750000 Penalty: 4134.254883
	Iteration 32Q: 3 clusters Score -548071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -548072.000000 Penalty: 4134.254883
	Iteration 33Q: 3 clusters Score -548072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -548072.000000 Penalty: 4134.254883
	Iteration 34F: 3 clusters Score -548072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 112253 members 
Mstep: Class 5 contains 118 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 30995 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 22 contains 8468 members 
Entering Unmasked Estep 
Score: -62759124.000000 Penalty: 64844.812500
Splitting cluster 18 changes total score from -62751492.000000 to -62759124.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 20 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -408217.843750 Penalty: 2007.026978
	Iteration 0F: 2 clusters Score -408217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405082.187500 Penalty: 4014.053955
	Iteration 0F: 3 clusters Score -405082.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -406774.656250 Penalty: 4014.053955
	Iteration 1F: 3 clusters Score -406774.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -407807.062500 Penalty: 4014.053955
	Iteration 2F: 3 clusters Score -407807.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -408538.875000 Penalty: 4014.053955
	Iteration 3F: 3 clusters Score -408538.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -408823.687500 Penalty: 4014.053955
	Iteration 4F: 3 clusters Score -408823.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -408930.687500 Penalty: 4014.053955
	Iteration 5Q: 3 clusters Score -408930.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -408967.625000 Penalty: 4014.053955
	Iteration 6Q: 3 clusters Score -408967.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -408980.187500 Penalty: 4014.053955
	Iteration 7Q: 3 clusters Score -408980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -408987.843750 Penalty: 4014.053955
	Iteration 8Q: 3 clusters Score -408987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -408994.125000 Penalty: 4014.053955
	Iteration 9Q: 3 clusters Score -408994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -408999.937500 Penalty: 4014.053955
	Iteration 10Q: 3 clusters Score -408999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -409003.625000 Penalty: 4014.053955
	Iteration 11Q: 3 clusters Score -409003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -409006.281250 Penalty: 4014.053955
	Iteration 12Q: 3 clusters Score -409006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -409010.281250 Penalty: 4014.053955
	Iteration 13Q: 3 clusters Score -409010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -409013.125000 Penalty: 4014.053955
	Iteration 14Q: 3 clusters Score -409013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -409020.531250 Penalty: 4014.053955
	Iteration 15Q: 3 clusters Score -409020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -409027.281250 Penalty: 4014.053955
	Iteration 16Q: 3 clusters Score -409027.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -409030.343750 Penalty: 4014.053955
	Iteration 17Q: 3 clusters Score -409030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -409033.500000 Penalty: 4014.053955
	Iteration 18Q: 3 clusters Score -409033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -409034.531250 Penalty: 4014.053955
	Iteration 19Q: 3 clusters Score -409034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -409037.500000 Penalty: 4014.053955
	Iteration 20F: 3 clusters Score -409037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -409040.062500 Penalty: 4014.053955
	Iteration 21Q: 3 clusters Score -409040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -409043.343750 Penalty: 4014.053955
	Iteration 22Q: 3 clusters Score -409043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -409045.843750 Penalty: 4014.053955
	Iteration 23Q: 3 clusters Score -409045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -409047.437500 Penalty: 4014.053955
	Iteration 24Q: 3 clusters Score -409047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -409047.843750 Penalty: 4014.053955
	Iteration 25Q: 3 clusters Score -409047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -409047.843750 Penalty: 4014.053955
	Iteration 26F: 3 clusters Score -409047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 112253 members 
Mstep: Class 5 contains 118 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 30995 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 22 contains 8468 members 
Entering Unmasked Estep 
Score: -62758732.000000 Penalty: 68087.054688
Splitting cluster 20 changes total score from -62751492.000000 to -62758732.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 22 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -1137457.500000 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -1137458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1130771.625000 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -1130772 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1132655.625000 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -1132656 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1132952.250000 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -1132952 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1133181.250000 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -1133181 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1133374.875000 Penalty: 4485.848633
	Iteration 4Q: 3 clusters Score -1133375 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1133551.375000 Penalty: 4485.848633
	Iteration 5Q: 3 clusters Score -1133551 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1133727.125000 Penalty: 4485.848633
	Iteration 6Q: 3 clusters Score -1133727 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1133890.625000 Penalty: 4485.848633
	Iteration 7Q: 3 clusters Score -1133891 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1134039.250000 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -1134039 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1134186.000000 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -1134186 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1134334.125000 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -1134334 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1134488.375000 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -1134488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1134604.000000 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -1134604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1134714.125000 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -1134714 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1134821.375000 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -1134821 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1134934.500000 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -1134934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1135049.250000 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -1135049 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1135135.250000 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -1135135 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1135194.000000 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -1135194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1135248.875000 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -1135249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1135307.375000 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -1135307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1135344.125000 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -1135344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1135368.750000 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -1135369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1135392.250000 Penalty: 4485.848633
	Iteration 23Q: 3 clusters Score -1135392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1135411.500000 Penalty: 4485.848633
	Iteration 24Q: 3 clusters Score -1135412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1135428.000000 Penalty: 4485.848633
	Iteration 25Q: 3 clusters Score -1135428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1135448.125000 Penalty: 4485.848633
	Iteration 26Q: 3 clusters Score -1135448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1135462.125000 Penalty: 4485.848633
	Iteration 27Q: 3 clusters Score -1135462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1135473.750000 Penalty: 4485.848633
	Iteration 28Q: 3 clusters Score -1135474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1135483.750000 Penalty: 4485.848633
	Iteration 29Q: 3 clusters Score -1135484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1135489.875000 Penalty: 4485.848633
	Iteration 30Q: 3 clusters Score -1135490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1135495.750000 Penalty: 4485.848633
	Iteration 31Q: 3 clusters Score -1135496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1135501.875000 Penalty: 4485.848633
	Iteration 32Q: 3 clusters Score -1135502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1135508.875000 Penalty: 4485.848633
	Iteration 33Q: 3 clusters Score -1135509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1135514.375000 Penalty: 4485.848633
	Iteration 34Q: 3 clusters Score -1135514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1135522.375000 Penalty: 4485.848633
	Iteration 35Q: 3 clusters Score -1135522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1135530.250000 Penalty: 4485.848633
	Iteration 36Q: 3 clusters Score -1135530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1135532.875000 Penalty: 4485.848633
	Iteration 37Q: 3 clusters Score -1135533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1135536.750000 Penalty: 4485.848633
	Iteration 38Q: 3 clusters Score -1135537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1135536.375000 Penalty: 4485.848633
	Iteration 39Q: 3 clusters Score -1135536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1135536.000000 Penalty: 4485.848633
	Iteration 40F: 3 clusters Score -1135536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 4 contains 112253 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 30995 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 22 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760236.000000 Penalty: 68087.054688
Iteration 39Q: 22 clusters Score -6.276024e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 112303 members 
Mstep: Class 5 contains 115 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 134873 members 
Mstep: Class 8 contains 20271 members 
Mstep: Class 9 contains 42810 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 101120 members 
Mstep: Class 13 contains 31009 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 4071 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 22 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763516.000000 Penalty: 68087.054688
Iteration 40F: 22 clusters Score -6.276352e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 112222 members 
Mstep: Class 5 contains 115 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 133363 members 
Mstep: Class 8 contains 20231 members 
Mstep: Class 9 contains 42843 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 102244 members 
Mstep: Class 13 contains 31012 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 4071 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 22 contains 8513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765096.000000 Penalty: 68087.054688
Iteration 41Q: 22 clusters Score -6.27651e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 112054 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 131934 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 42876 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 103506 members 
Mstep: Class 13 contains 30989 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 4081 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 400 members 
Mstep: Class 22 contains 8528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765912.000000 Penalty: 68087.054688
Iteration 42Q: 22 clusters Score -6.276591e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 111978 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 130403 members 
Mstep: Class 8 contains 20143 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 104880 members 
Mstep: Class 13 contains 30963 members 
Mstep: Class 14 contains 2281 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 22 contains 8563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766820.000000 Penalty: 68087.054688
Iteration 43Q: 22 clusters Score -6.276682e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1765 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 111792 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 129006 members 
Mstep: Class 8 contains 20094 members 
Mstep: Class 9 contains 42927 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 106310 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 2283 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 22 contains 8601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767600.000000 Penalty: 68087.054688
Iteration 44Q: 22 clusters Score -6.27676e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 111551 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 127835 members 
Mstep: Class 8 contains 20054 members 
Mstep: Class 9 contains 42958 members 
Mstep: Class 10 contains 2948 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 107577 members 
Mstep: Class 13 contains 30883 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 1748 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 22 contains 8652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768360.000000 Penalty: 68087.054688
Iteration 45Q: 22 clusters Score -6.276836e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 111381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 126750 members 
Mstep: Class 8 contains 20038 members 
Mstep: Class 9 contains 42977 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 108711 members 
Mstep: Class 13 contains 30829 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 22 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768904.000000 Penalty: 68087.054688
Iteration 46Q: 22 clusters Score -6.27689e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 111191 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125705 members 
Mstep: Class 8 contains 20015 members 
Mstep: Class 9 contains 43013 members 
Mstep: Class 10 contains 3028 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 109823 members 
Mstep: Class 13 contains 30767 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 1791 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 22 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769788.000000 Penalty: 68087.054688
Iteration 47Q: 22 clusters Score -6.276979e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 110956 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124803 members 
Mstep: Class 8 contains 19997 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 110769 members 
Mstep: Class 13 contains 30719 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 5068 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 22 contains 8820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770496.000000 Penalty: 68087.054688
Iteration 48Q: 22 clusters Score -6.27705e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 110686 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124037 members 
Mstep: Class 8 contains 19961 members 
Mstep: Class 9 contains 43118 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 111616 members 
Mstep: Class 13 contains 30663 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 1959 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 22 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771232.000000 Penalty: 68087.054688
Iteration 49Q: 22 clusters Score -6.277123e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 110440 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 123454 members 
Mstep: Class 8 contains 19934 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 112313 members 
Mstep: Class 13 contains 30618 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 17 contains 5012 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 22 contains 8928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771684.000000 Penalty: 68087.054688
Iteration 50Q: 22 clusters Score -6.277168e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 110156 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122994 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 43214 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 112957 members 
Mstep: Class 13 contains 30553 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 4378 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 22 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772260.000000 Penalty: 68087.054688
Iteration 51Q: 22 clusters Score -6.277226e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109867 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122710 members 
Mstep: Class 8 contains 19893 members 
Mstep: Class 9 contains 43283 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 113432 members 
Mstep: Class 13 contains 30491 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 4949 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 22 contains 9001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772616.000000 Penalty: 68087.054688
Iteration 52Q: 22 clusters Score -6.277262e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109570 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122513 members 
Mstep: Class 8 contains 19881 members 
Mstep: Class 9 contains 43364 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 113791 members 
Mstep: Class 13 contains 30452 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 4912 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 22 contains 9030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773064.000000 Penalty: 68087.054688
Iteration 53Q: 22 clusters Score -6.277306e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109266 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122388 members 
Mstep: Class 8 contains 19865 members 
Mstep: Class 9 contains 43458 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114124 members 
Mstep: Class 13 contains 30412 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 4485 members 
Mstep: Class 17 contains 4879 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 22 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773436.000000 Penalty: 68087.054688
Iteration 54Q: 22 clusters Score -6.277344e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109045 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122280 members 
Mstep: Class 8 contains 19842 members 
Mstep: Class 9 contains 43559 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114360 members 
Mstep: Class 13 contains 30371 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 4853 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 22 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773820.000000 Penalty: 68087.054688
Iteration 55Q: 22 clusters Score -6.277382e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108933 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122211 members 
Mstep: Class 8 contains 19816 members 
Mstep: Class 9 contains 43625 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114486 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 14 contains 2282 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 22 contains 9064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774304.000000 Penalty: 68087.054688
Iteration 56Q: 22 clusters Score -6.27743e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108811 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122229 members 
Mstep: Class 8 contains 19795 members 
Mstep: Class 9 contains 43696 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114565 members 
Mstep: Class 13 contains 30289 members 
Mstep: Class 14 contains 2283 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 4578 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 22 contains 9067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774844.000000 Penalty: 68087.054688
Iteration 57Q: 22 clusters Score -6.277484e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108695 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122321 members 
Mstep: Class 8 contains 19772 members 
Mstep: Class 9 contains 43787 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114534 members 
Mstep: Class 13 contains 30234 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 22 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775132.000000 Penalty: 68087.054688
Iteration 58Q: 22 clusters Score -6.277513e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108615 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122492 members 
Mstep: Class 8 contains 19760 members 
Mstep: Class 9 contains 43894 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114393 members 
Mstep: Class 13 contains 30161 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 22 contains 9076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775396.000000 Penalty: 68087.054688
Iteration 59Q: 22 clusters Score -6.27754e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108571 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122675 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 43986 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 114222 members 
Mstep: Class 13 contains 30106 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 4763 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 22 contains 9074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776084.000000 Penalty: 68087.054688
Iteration 60F: 22 clusters Score -6.277608e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108488 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 122909 members 
Mstep: Class 8 contains 19716 members 
Mstep: Class 9 contains 44080 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 114036 members 
Mstep: Class 13 contains 30040 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 4753 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 22 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776372.000000 Penalty: 68087.054688
Iteration 61Q: 22 clusters Score -6.277637e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108470 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 123097 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 44160 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 113816 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 378 members 
Mstep: Class 22 contains 9083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776740.000000 Penalty: 68087.054688
Iteration 62Q: 22 clusters Score -6.277674e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108466 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 123243 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 113601 members 
Mstep: Class 13 contains 29960 members 
Mstep: Class 14 contains 2281 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 22 contains 9083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776836.000000 Penalty: 68087.054688
Iteration 63Q: 22 clusters Score -6.277684e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108515 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 123349 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 44308 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 113398 members 
Mstep: Class 13 contains 29917 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 22 contains 9079 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -6.277693e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108542 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 123559 members 
Mstep: Class 8 contains 19692 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 113134 members 
Mstep: Class 13 contains 29873 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 22 contains 9071 members 
Entering Unmasked Estep 
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Score: -62777036.000000 Penalty: 68087.054688
Iteration 65Q: 22 clusters Score -6.277704e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108540 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 123785 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 44443 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 112870 members 
Mstep: Class 13 contains 29824 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 22 contains 9066 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -6.277702e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108558 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124037 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 112588 members 
Mstep: Class 13 contains 29770 members 
Mstep: Class 14 contains 2291 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9065 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -6.277714e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108546 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124277 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 44573 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 112318 members 
Mstep: Class 13 contains 29730 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9062 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -6.277709e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 108545 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124437 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 44656 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 112094 members 
Mstep: Class 13 contains 29707 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777236.000000 Penalty: 68087.054688
Iteration 69Q: 22 clusters Score -6.277724e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108545 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124571 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 44734 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 111912 members 
Mstep: Class 13 contains 29674 members 
Mstep: Class 14 contains 2302 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777336.000000 Penalty: 68087.054688
Iteration 70Q: 22 clusters Score -6.277734e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2203 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108521 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124731 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 44836 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 111711 members 
Mstep: Class 13 contains 29638 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777492.000000 Penalty: 68087.054688
Iteration 71Q: 22 clusters Score -6.277749e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108533 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124874 members 
Mstep: Class 8 contains 19698 members 
Mstep: Class 9 contains 44925 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 111497 members 
Mstep: Class 13 contains 29601 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777280.000000 Penalty: 68087.054688
Iteration 72Q: 22 clusters Score -6.277728e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108566 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 124977 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 111298 members 
Mstep: Class 13 contains 29581 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 4685 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777232.000000 Penalty: 68087.054688
Iteration 73Q: 22 clusters Score -6.277723e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108606 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125091 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 45042 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 111103 members 
Mstep: Class 13 contains 29555 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777244.000000 Penalty: 68087.054688
Iteration 74Q: 22 clusters Score -6.277724e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108619 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125237 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 45111 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110913 members 
Mstep: Class 13 contains 29530 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777328.000000 Penalty: 68087.054688
Iteration 75Q: 22 clusters Score -6.277733e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108654 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125347 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45167 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110737 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777388.000000 Penalty: 68087.054688
Iteration 76Q: 22 clusters Score -6.277739e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108663 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125460 members 
Mstep: Class 8 contains 19706 members 
Mstep: Class 9 contains 45202 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110586 members 
Mstep: Class 13 contains 29491 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777224.000000 Penalty: 68087.054688
Iteration 77Q: 22 clusters Score -6.277722e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108684 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125553 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 45249 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110415 members 
Mstep: Class 13 contains 29483 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777140.000000 Penalty: 68087.054688
Iteration 78Q: 22 clusters Score -6.277714e+07 nChanged 600
Entering ConstructFrom: 
Score: -62777140.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -17190.570312 Penalty: 1276.578613
	Iteration 0F: 2 clusters Score -17190.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16261.261719 Penalty: 2553.157227
	Iteration 0F: 3 clusters Score -16261.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16327.936523 Penalty: 2553.157227
	Iteration 1F: 3 clusters Score -16327.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16357.119141 Penalty: 2553.157227
	Iteration 2Q: 3 clusters Score -16357.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16357.119141 Penalty: 2553.157227
	Iteration 3F: 3 clusters Score -16357.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -295484.656250 Penalty: 1909.448608
	Iteration 0F: 2 clusters Score -295484.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -292730.406250 Penalty: 3818.897217
	Iteration 0F: 3 clusters Score -292730.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -293208.875000 Penalty: 3818.897217
	Iteration 1F: 3 clusters Score -293208.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -293323.500000 Penalty: 3818.897217
	Iteration 2F: 3 clusters Score -293323.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -293400.656250 Penalty: 3818.897217
	Iteration 3Q: 3 clusters Score -293400.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -293444.187500 Penalty: 3818.897217
	Iteration 4Q: 3 clusters Score -293444.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -293479.687500 Penalty: 3818.897217
	Iteration 5Q: 3 clusters Score -293479.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -293510.625000 Penalty: 3818.897217
	Iteration 6Q: 3 clusters Score -293510.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -293532.156250 Penalty: 3818.897217
	Iteration 7Q: 3 clusters Score -293532.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -293547.343750 Penalty: 3818.897217
	Iteration 8Q: 3 clusters Score -293547.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -293560.656250 Penalty: 3818.897217
	Iteration 9Q: 3 clusters Score -293560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -293566.187500 Penalty: 3818.897217
	Iteration 10Q: 3 clusters Score -293566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -293571.968750 Penalty: 3818.897217
	Iteration 11Q: 3 clusters Score -293572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293576.437500 Penalty: 3818.897217
	Iteration 12Q: 3 clusters Score -293576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -293579.281250 Penalty: 3818.897217
	Iteration 13Q: 3 clusters Score -293579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -293582.093750 Penalty: 3818.897217
	Iteration 14Q: 3 clusters Score -293582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -293586.437500 Penalty: 3818.897217
	Iteration 15Q: 3 clusters Score -293586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -293592.468750 Penalty: 3818.897217
	Iteration 16Q: 3 clusters Score -293592.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -293598.406250 Penalty: 3818.897217
	Iteration 17Q: 3 clusters Score -293598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -293603.656250 Penalty: 3818.897217
	Iteration 18Q: 3 clusters Score -293603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -293607.437500 Penalty: 3818.897217
	Iteration 19Q: 3 clusters Score -293607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -293610.156250 Penalty: 3818.897217
	Iteration 20F: 3 clusters Score -293610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -293611.875000 Penalty: 3818.897217
	Iteration 21Q: 3 clusters Score -293611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -293613.000000 Penalty: 3818.897217
	Iteration 22Q: 3 clusters Score -293613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -293613.000000 Penalty: 3818.897217
	Iteration 23F: 3 clusters Score -293613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -75437.062500 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -75437.06 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 322 members 
Entering Unmasked Estep 
Score: -73771.210938 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -73771.21 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74076.906250 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -74076.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74200.437500 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -74200.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74260.210938 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -74260.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74305.640625 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -74305.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74342.898438 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -74342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74367.437500 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -74367.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74399.375000 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -74399.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74441.039062 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -74441.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74487.117188 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -74487.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74513.484375 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -74513.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74528.812500 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -74528.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74546.218750 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -74546.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74551.617188 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -74551.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74551.617188 Penalty: 3204.112793
	Iteration 14F: 3 clusters Score -74551.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Entering Unmasked Estep 
Score: -14613694.000000 Penalty: 2875.905273
	Iteration 0F: 2 clusters Score -1.461369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -14541666.000000 Penalty: 5751.810547
	Iteration 0F: 3 clusters Score -1.454167e+07 nChanged 51803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -14571087.000000 Penalty: 5751.810547
	Iteration 1F: 3 clusters Score -1.457109e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -14571687.000000 Penalty: 5751.810547
	Iteration 2Q: 3 clusters Score -1.457169e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -14572325.000000 Penalty: 5751.810547
	Iteration 3Q: 3 clusters Score -1.457232e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -14572918.000000 Penalty: 5751.810547
	Iteration 4Q: 3 clusters Score -1.457292e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -14573580.000000 Penalty: 5751.810547
	Iteration 5Q: 3 clusters Score -1.457358e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -14574283.000000 Penalty: 5751.810547
	Iteration 6Q: 3 clusters Score -1.457428e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -14575006.000000 Penalty: 5751.810547
	Iteration 7Q: 3 clusters Score -1.457501e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -14575940.000000 Penalty: 5751.810547
	Iteration 8Q: 3 clusters Score -1.457594e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -14576956.000000 Penalty: 5751.810547
	Iteration 9Q: 3 clusters Score -1.457696e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -14578063.000000 Penalty: 5751.810547
	Iteration 10Q: 3 clusters Score -1.457806e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -14579226.000000 Penalty: 5751.810547
	Iteration 11Q: 3 clusters Score -1.457923e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -14580579.000000 Penalty: 5751.810547
	Iteration 12Q: 3 clusters Score -1.458058e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -14582371.000000 Penalty: 5751.810547
	Iteration 13Q: 3 clusters Score -1.458237e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -14584695.000000 Penalty: 5751.810547
	Iteration 14Q: 3 clusters Score -1.45847e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -14587607.000000 Penalty: 5751.810547
	Iteration 15Q: 3 clusters Score -1.458761e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -14591247.000000 Penalty: 5751.810547
	Iteration 16F: 3 clusters Score -1.459125e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -14595394.000000 Penalty: 5751.810547
	Iteration 17F: 3 clusters Score -1.459539e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -14599343.000000 Penalty: 5751.810547
	Iteration 18Q: 3 clusters Score -1.459934e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -14602745.000000 Penalty: 5751.810547
	Iteration 19Q: 3 clusters Score -1.460274e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 99241 members 
Entering Unmasked Estep 
Score: -14605508.000000 Penalty: 5751.810547
	Iteration 20F: 3 clusters Score -1.460551e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -14607500.000000 Penalty: 5751.810547
	Iteration 21Q: 3 clusters Score -1.46075e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -14608802.000000 Penalty: 5751.810547
	Iteration 22Q: 3 clusters Score -1.46088e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -14609758.000000 Penalty: 5751.810547
	Iteration 23Q: 3 clusters Score -1.460976e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -14610362.000000 Penalty: 5751.810547
	Iteration 24Q: 3 clusters Score -1.461036e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -14610633.000000 Penalty: 5751.810547
	Iteration 25Q: 3 clusters Score -1.461063e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -14610842.000000 Penalty: 5751.810547
	Iteration 26Q: 3 clusters Score -1.461084e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -14610960.000000 Penalty: 5751.810547
	Iteration 27Q: 3 clusters Score -1.461096e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -14611045.000000 Penalty: 5751.810547
	Iteration 28Q: 3 clusters Score -1.461104e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -14611130.000000 Penalty: 5751.810547
	Iteration 29Q: 3 clusters Score -1.461113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -14611163.000000 Penalty: 5751.810547
	Iteration 30Q: 3 clusters Score -1.461116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -14611185.000000 Penalty: 5751.810547
	Iteration 31Q: 3 clusters Score -1.461118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -14611180.000000 Penalty: 5751.810547
	Iteration 32Q: 3 clusters Score -1.461118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -14611175.000000 Penalty: 5751.810547
	Iteration 33Q: 3 clusters Score -1.461118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 108222 members 
Entering Unmasked Estep 
Score: -14611199.000000 Penalty: 5751.810547
	Iteration 34Q: 3 clusters Score -1.46112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -14611209.000000 Penalty: 5751.810547
	Iteration 35Q: 3 clusters Score -1.461121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -14611211.000000 Penalty: 5751.810547
	Iteration 36Q: 3 clusters Score -1.461121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -14611222.000000 Penalty: 5751.810547
	Iteration 37Q: 3 clusters Score -1.461122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 108253 members 
Entering Unmasked Estep 
Score: -14611240.000000 Penalty: 5751.810547
	Iteration 38Q: 3 clusters Score -1.461124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -14611226.000000 Penalty: 5751.810547
	Iteration 39Q: 3 clusters Score -1.461123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -14611238.000000 Penalty: 5751.810547
	Iteration 40F: 3 clusters Score -1.461124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 108265 members 
Entering Unmasked Estep 
Score: -14611242.000000 Penalty: 5751.810547
	Iteration 41Q: 3 clusters Score -1.461124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -14611238.000000 Penalty: 5751.810547
	Iteration 42Q: 3 clusters Score -1.461124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -14611239.000000 Penalty: 5751.810547
	Iteration 43Q: 3 clusters Score -1.461124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -14611247.000000 Penalty: 5751.810547
	Iteration 44Q: 3 clusters Score -1.461125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -14611257.000000 Penalty: 5751.810547
	Iteration 45Q: 3 clusters Score -1.461126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -14611260.000000 Penalty: 5751.810547
	Iteration 46Q: 3 clusters Score -1.461126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -14611259.000000 Penalty: 5751.810547
	Iteration 47Q: 3 clusters Score -1.461126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -14611268.000000 Penalty: 5751.810547
	Iteration 48Q: 3 clusters Score -1.461127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -14611267.000000 Penalty: 5751.810547
	Iteration 49Q: 3 clusters Score -1.461127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -14611267.000000 Penalty: 5751.810547
	Iteration 50F: 3 clusters Score -1.461127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -13096.626953 Penalty: 1174.577148
	Iteration 0F: 2 clusters Score -13096.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12211.683594 Penalty: 2349.154297
	Iteration 0F: 3 clusters Score -12211.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12246.146484 Penalty: 2349.154297
	Iteration 1Q: 3 clusters Score -12246.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12254.002930 Penalty: 2349.154297
	Iteration 2Q: 3 clusters Score -12254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12254.002930 Penalty: 2349.154297
	Iteration 3F: 3 clusters Score -12254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -152299.234375 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -152299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150141.171875 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -150141.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151060.078125 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -151060.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151838.281250 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -151838.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152273.375000 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -152273.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152547.062500 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -152547.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152694.546875 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -152694.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152782.328125 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -152782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152809.062500 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -152809.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152843.625000 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -152843.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152871.953125 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -152872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152880.343750 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -152880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152883.734375 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -152883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152884.562500 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -152884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152885.703125 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -152885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152886.406250 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -152886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152886.937500 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -152886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152887.640625 Penalty: 3592.427734
	Iteration 16F: 3 clusters Score -152887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152890.093750 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -152890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152898.296875 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -152898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152901.000000 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -152901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152911.718750 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -152911.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152933.937500 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -152933.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152982.687500 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -152982.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153070.718750 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -153070.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153344.203125 Penalty: 3592.427734
	Iteration 24Q: 3 clusters Score -153344.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153494.859375 Penalty: 3592.427734
	Iteration 25Q: 3 clusters Score -153494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -153503.453125 Penalty: 3592.427734
	Iteration 26Q: 3 clusters Score -153503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153508.546875 Penalty: 3592.427734
	Iteration 27Q: 3 clusters Score -153508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153512.671875 Penalty: 3592.427734
	Iteration 28Q: 3 clusters Score -153512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -153521.296875 Penalty: 3592.427734
	Iteration 29Q: 3 clusters Score -153521.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -153525.906250 Penalty: 3592.427734
	Iteration 30Q: 3 clusters Score -153525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153530.218750 Penalty: 3592.427734
	Iteration 31Q: 3 clusters Score -153530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -153538.046875 Penalty: 3592.427734
	Iteration 32Q: 3 clusters Score -153538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -153551.843750 Penalty: 3592.427734
	Iteration 33Q: 3 clusters Score -153551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153557.859375 Penalty: 3592.427734
	Iteration 34Q: 3 clusters Score -153557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -153574.593750 Penalty: 3592.427734
	Iteration 35Q: 3 clusters Score -153574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -153586.109375 Penalty: 3592.427734
	Iteration 36Q: 3 clusters Score -153586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153592.515625 Penalty: 3592.427734
	Iteration 37Q: 3 clusters Score -153592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153596.328125 Penalty: 3592.427734
	Iteration 38Q: 3 clusters Score -153596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 3592.427734
	Iteration 39Q: 3 clusters Score -153598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153598.937500 Penalty: 3592.427734
	Iteration 40F: 3 clusters Score -153598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -153600.312500 Penalty: 3592.427734
	Iteration 41Q: 3 clusters Score -153600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153600.859375 Penalty: 3592.427734
	Iteration 42Q: 3 clusters Score -153600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153600.859375 Penalty: 3592.427734
	Iteration 43F: 3 clusters Score -153600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108705 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 7 contains 125610 members 
Mstep: Class 8 contains 19711 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110279 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 9039 members 
Entering Unmasked Estep 
Score: -62777016.000000 Penalty: 71329.296875
Splitting cluster 6 changes total score from -62777140.000000 to -62777016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Entering Unmasked Estep 
Score: -16869860.000000 Penalty: 2911.752441
	Iteration 0F: 2 clusters Score -1.686986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -16788522.000000 Penalty: 5823.504883
	Iteration 0F: 3 clusters Score -1.678852e+07 nChanged 59731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -16823044.000000 Penalty: 5823.504883
	Iteration 1F: 3 clusters Score -1.682304e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -16823896.000000 Penalty: 5823.504883
	Iteration 2Q: 3 clusters Score -1.68239e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -16824852.000000 Penalty: 5823.504883
	Iteration 3Q: 3 clusters Score -1.682485e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -16826360.000000 Penalty: 5823.504883
	Iteration 4Q: 3 clusters Score -1.682636e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -16828546.000000 Penalty: 5823.504883
	Iteration 5Q: 3 clusters Score -1.682855e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -16831462.000000 Penalty: 5823.504883
	Iteration 6Q: 3 clusters Score -1.683146e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -16835412.000000 Penalty: 5823.504883
	Iteration 7F: 3 clusters Score -1.683541e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -16840286.000000 Penalty: 5823.504883
	Iteration 8F: 3 clusters Score -1.684029e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -16845484.000000 Penalty: 5823.504883
	Iteration 9F: 3 clusters Score -1.684548e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -16850880.000000 Penalty: 5823.504883
	Iteration 10F: 3 clusters Score -1.685088e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -16854178.000000 Penalty: 5823.504883
	Iteration 11F: 3 clusters Score -1.685418e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -16855908.000000 Penalty: 5823.504883
	Iteration 12Q: 3 clusters Score -1.685591e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -16856880.000000 Penalty: 5823.504883
	Iteration 13Q: 3 clusters Score -1.685688e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -16857544.000000 Penalty: 5823.504883
	Iteration 14Q: 3 clusters Score -1.685754e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -16858252.000000 Penalty: 5823.504883
	Iteration 15Q: 3 clusters Score -1.685825e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -16858666.000000 Penalty: 5823.504883
	Iteration 16Q: 3 clusters Score -1.685867e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -16859100.000000 Penalty: 5823.504883
	Iteration 17Q: 3 clusters Score -1.68591e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -16859364.000000 Penalty: 5823.504883
	Iteration 18Q: 3 clusters Score -1.685936e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -16859644.000000 Penalty: 5823.504883
	Iteration 19Q: 3 clusters Score -1.685964e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -16859902.000000 Penalty: 5823.504883
	Iteration 20F: 3 clusters Score -1.68599e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -16860072.000000 Penalty: 5823.504883
	Iteration 21Q: 3 clusters Score -1.686007e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -16860198.000000 Penalty: 5823.504883
	Iteration 22Q: 3 clusters Score -1.68602e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -16860358.000000 Penalty: 5823.504883
	Iteration 23Q: 3 clusters Score -1.686036e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -16860458.000000 Penalty: 5823.504883
	Iteration 24Q: 3 clusters Score -1.686046e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -16860492.000000 Penalty: 5823.504883
	Iteration 25Q: 3 clusters Score -1.686049e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -16860564.000000 Penalty: 5823.504883
	Iteration 26Q: 3 clusters Score -1.686056e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -16860582.000000 Penalty: 5823.504883
	Iteration 27Q: 3 clusters Score -1.686058e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -16860630.000000 Penalty: 5823.504883
	Iteration 28Q: 3 clusters Score -1.686063e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -16860682.000000 Penalty: 5823.504883
	Iteration 29Q: 3 clusters Score -1.686068e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -16860690.000000 Penalty: 5823.504883
	Iteration 30Q: 3 clusters Score -1.686069e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -16860684.000000 Penalty: 5823.504883
	Iteration 31Q: 3 clusters Score -1.686068e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -16860728.000000 Penalty: 5823.504883
	Iteration 32Q: 3 clusters Score -1.686073e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -16860794.000000 Penalty: 5823.504883
	Iteration 33Q: 3 clusters Score -1.686079e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -16860754.000000 Penalty: 5823.504883
	Iteration 34Q: 3 clusters Score -1.686075e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -16860792.000000 Penalty: 5823.504883
	Iteration 35Q: 3 clusters Score -1.686079e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -16860796.000000 Penalty: 5823.504883
	Iteration 36Q: 3 clusters Score -1.68608e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -16860790.000000 Penalty: 5823.504883
	Iteration 37Q: 3 clusters Score -1.686079e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -16860768.000000 Penalty: 5823.504883
	Iteration 38Q: 3 clusters Score -1.686077e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -16860814.000000 Penalty: 5823.504883
	Iteration 39Q: 3 clusters Score -1.686081e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -16860842.000000 Penalty: 5823.504883
	Iteration 40F: 3 clusters Score -1.686084e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -16860846.000000 Penalty: 5823.504883
	Iteration 41Q: 3 clusters Score -1.686085e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -16860806.000000 Penalty: 5823.504883
	Iteration 42Q: 3 clusters Score -1.686081e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -16860894.000000 Penalty: 5823.504883
	Iteration 43Q: 3 clusters Score -1.686089e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -16860904.000000 Penalty: 5823.504883
	Iteration 44Q: 3 clusters Score -1.68609e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -16860954.000000 Penalty: 5823.504883
	Iteration 45Q: 3 clusters Score -1.686095e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -16860888.000000 Penalty: 5823.504883
	Iteration 46Q: 3 clusters Score -1.686089e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -16860930.000000 Penalty: 5823.504883
	Iteration 47Q: 3 clusters Score -1.686093e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -16860906.000000 Penalty: 5823.504883
	Iteration 48Q: 3 clusters Score -1.686091e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -16860950.000000 Penalty: 5823.504883
	Iteration 49Q: 3 clusters Score -1.686095e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -16860978.000000 Penalty: 5823.504883
	Iteration 50Q: 3 clusters Score -1.686098e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -16861046.000000 Penalty: 5823.504883
	Iteration 51Q: 3 clusters Score -1.686105e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -16861144.000000 Penalty: 5823.504883
	Iteration 52Q: 3 clusters Score -1.686114e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -16861342.000000 Penalty: 5823.504883
	Iteration 53Q: 3 clusters Score -1.686134e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -16861410.000000 Penalty: 5823.504883
	Iteration 54Q: 3 clusters Score -1.686141e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -16861582.000000 Penalty: 5823.504883
	Iteration 55Q: 3 clusters Score -1.686158e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -16861792.000000 Penalty: 5823.504883
	Iteration 56Q: 3 clusters Score -1.686179e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -16862020.000000 Penalty: 5823.504883
	Iteration 57Q: 3 clusters Score -1.686202e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -16862246.000000 Penalty: 5823.504883
	Iteration 58Q: 3 clusters Score -1.686225e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -16862656.000000 Penalty: 5823.504883
	Iteration 59Q: 3 clusters Score -1.686266e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -16863004.000000 Penalty: 5823.504883
	Iteration 60F: 3 clusters Score -1.6863e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -16863304.000000 Penalty: 5823.504883
	Iteration 61Q: 3 clusters Score -1.68633e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -16863528.000000 Penalty: 5823.504883
	Iteration 62Q: 3 clusters Score -1.686353e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -16863816.000000 Penalty: 5823.504883
	Iteration 63Q: 3 clusters Score -1.686382e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104081 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -16864030.000000 Penalty: 5823.504883
	Iteration 64Q: 3 clusters Score -1.686403e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -16864240.000000 Penalty: 5823.504883
	Iteration 65Q: 3 clusters Score -1.686424e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -16864502.000000 Penalty: 5823.504883
	Iteration 66Q: 3 clusters Score -1.68645e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -16864668.000000 Penalty: 5823.504883
	Iteration 67Q: 3 clusters Score -1.686467e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -16864896.000000 Penalty: 5823.504883
	Iteration 68Q: 3 clusters Score -1.68649e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -16864982.000000 Penalty: 5823.504883
	Iteration 69Q: 3 clusters Score -1.686498e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -16865118.000000 Penalty: 5823.504883
	Iteration 70Q: 3 clusters Score -1.686512e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -16865318.000000 Penalty: 5823.504883
	Iteration 71Q: 3 clusters Score -1.686532e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110639 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -16865436.000000 Penalty: 5823.504883
	Iteration 72Q: 3 clusters Score -1.686544e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -16865550.000000 Penalty: 5823.504883
	Iteration 73Q: 3 clusters Score -1.686555e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111981 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -16865596.000000 Penalty: 5823.504883
	Iteration 74Q: 3 clusters Score -1.68656e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112578 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -16865680.000000 Penalty: 5823.504883
	Iteration 75Q: 3 clusters Score -1.686568e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -16865750.000000 Penalty: 5823.504883
	Iteration 76Q: 3 clusters Score -1.686575e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -16865824.000000 Penalty: 5823.504883
	Iteration 77Q: 3 clusters Score -1.686582e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -16865914.000000 Penalty: 5823.504883
	Iteration 78Q: 3 clusters Score -1.686591e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114561 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -16865978.000000 Penalty: 5823.504883
	Iteration 79Q: 3 clusters Score -1.686598e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -16866048.000000 Penalty: 5823.504883
	Iteration 80F: 3 clusters Score -1.686605e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -16866060.000000 Penalty: 5823.504883
	Iteration 81Q: 3 clusters Score -1.686606e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115773 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -16866088.000000 Penalty: 5823.504883
	Iteration 82Q: 3 clusters Score -1.686609e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -16866176.000000 Penalty: 5823.504883
	Iteration 83Q: 3 clusters Score -1.686618e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -16866258.000000 Penalty: 5823.504883
	Iteration 84Q: 3 clusters Score -1.686626e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -16866314.000000 Penalty: 5823.504883
	Iteration 85Q: 3 clusters Score -1.686631e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -16866370.000000 Penalty: 5823.504883
	Iteration 86Q: 3 clusters Score -1.686637e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -16866442.000000 Penalty: 5823.504883
	Iteration 87Q: 3 clusters Score -1.686644e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118034 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -16866554.000000 Penalty: 5823.504883
	Iteration 88Q: 3 clusters Score -1.686655e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -16866606.000000 Penalty: 5823.504883
	Iteration 89Q: 3 clusters Score -1.686661e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -16866720.000000 Penalty: 5823.504883
	Iteration 90Q: 3 clusters Score -1.686672e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -16866766.000000 Penalty: 5823.504883
	Iteration 91Q: 3 clusters Score -1.686677e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -16866782.000000 Penalty: 5823.504883
	Iteration 92Q: 3 clusters Score -1.686678e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -16866842.000000 Penalty: 5823.504883
	Iteration 93Q: 3 clusters Score -1.686684e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -16866856.000000 Penalty: 5823.504883
	Iteration 94Q: 3 clusters Score -1.686686e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -16866980.000000 Penalty: 5823.504883
	Iteration 95Q: 3 clusters Score -1.686698e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -16867008.000000 Penalty: 5823.504883
	Iteration 96Q: 3 clusters Score -1.686701e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -16867038.000000 Penalty: 5823.504883
	Iteration 97Q: 3 clusters Score -1.686704e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -16867140.000000 Penalty: 5823.504883
	Iteration 98Q: 3 clusters Score -1.686714e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120757 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -16867220.000000 Penalty: 5823.504883
	Iteration 99Q: 3 clusters Score -1.686722e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -16867270.000000 Penalty: 5823.504883
	Iteration 100F: 3 clusters Score -1.686727e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -16867264.000000 Penalty: 5823.504883
	Iteration 101Q: 3 clusters Score -1.686726e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -16867292.000000 Penalty: 5823.504883
	Iteration 102Q: 3 clusters Score -1.686729e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -16867302.000000 Penalty: 5823.504883
	Iteration 103Q: 3 clusters Score -1.68673e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121623 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -16867326.000000 Penalty: 5823.504883
	Iteration 104Q: 3 clusters Score -1.686733e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -16867330.000000 Penalty: 5823.504883
	Iteration 105Q: 3 clusters Score -1.686733e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -16867348.000000 Penalty: 5823.504883
	Iteration 106Q: 3 clusters Score -1.686735e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -16867372.000000 Penalty: 5823.504883
	Iteration 107Q: 3 clusters Score -1.686737e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122081 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -16867404.000000 Penalty: 5823.504883
	Iteration 108Q: 3 clusters Score -1.68674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -16867430.000000 Penalty: 5823.504883
	Iteration 109Q: 3 clusters Score -1.686743e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -16867422.000000 Penalty: 5823.504883
	Iteration 110Q: 3 clusters Score -1.686742e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -16867414.000000 Penalty: 5823.504883
	Iteration 111Q: 3 clusters Score -1.686741e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122326 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -16867416.000000 Penalty: 5823.504883
	Iteration 112Q: 3 clusters Score -1.686742e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -16867400.000000 Penalty: 5823.504883
	Iteration 113Q: 3 clusters Score -1.68674e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -16867406.000000 Penalty: 5823.504883
	Iteration 114Q: 3 clusters Score -1.686741e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122471 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -16867408.000000 Penalty: 5823.504883
	Iteration 115Q: 3 clusters Score -1.686741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -16867442.000000 Penalty: 5823.504883
	Iteration 116Q: 3 clusters Score -1.686744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122567 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -16867462.000000 Penalty: 5823.504883
	Iteration 117Q: 3 clusters Score -1.686746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122604 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -16867454.000000 Penalty: 5823.504883
	Iteration 118Q: 3 clusters Score -1.686745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -16867452.000000 Penalty: 5823.504883
	Iteration 119Q: 3 clusters Score -1.686745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16867440.000000 Penalty: 5823.504883
	Iteration 120F: 3 clusters Score -1.686744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122716 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -16867458.000000 Penalty: 5823.504883
	Iteration 121Q: 3 clusters Score -1.686746e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122760 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -16867448.000000 Penalty: 5823.504883
	Iteration 122Q: 3 clusters Score -1.686745e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -16867444.000000 Penalty: 5823.504883
	Iteration 123Q: 3 clusters Score -1.686744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16867462.000000 Penalty: 5823.504883
	Iteration 124Q: 3 clusters Score -1.686746e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -16867458.000000 Penalty: 5823.504883
	Iteration 125Q: 3 clusters Score -1.686746e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -16867482.000000 Penalty: 5823.504883
	Iteration 126Q: 3 clusters Score -1.686748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -16867480.000000 Penalty: 5823.504883
	Iteration 127Q: 3 clusters Score -1.686748e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123054 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -16867472.000000 Penalty: 5823.504883
	Iteration 128Q: 3 clusters Score -1.686747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -16867506.000000 Penalty: 5823.504883
	Iteration 129Q: 3 clusters Score -1.686751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -16867502.000000 Penalty: 5823.504883
	Iteration 130Q: 3 clusters Score -1.68675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123152 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -16867518.000000 Penalty: 5823.504883
	Iteration 131Q: 3 clusters Score -1.686752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123171 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -16867486.000000 Penalty: 5823.504883
	Iteration 132Q: 3 clusters Score -1.686749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -16867498.000000 Penalty: 5823.504883
	Iteration 133Q: 3 clusters Score -1.68675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123218 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -16867482.000000 Penalty: 5823.504883
	Iteration 134Q: 3 clusters Score -1.686748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -16867484.000000 Penalty: 5823.504883
	Iteration 135Q: 3 clusters Score -1.686748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -16867494.000000 Penalty: 5823.504883
	Iteration 136Q: 3 clusters Score -1.686749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -16867484.000000 Penalty: 5823.504883
	Iteration 137Q: 3 clusters Score -1.686748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -16867474.000000 Penalty: 5823.504883
	Iteration 138Q: 3 clusters Score -1.686747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -16867478.000000 Penalty: 5823.504883
	Iteration 139Q: 3 clusters Score -1.686748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -16867484.000000 Penalty: 5823.504883
	Iteration 140F: 3 clusters Score -1.686748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123354 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -16867498.000000 Penalty: 5823.504883
	Iteration 141Q: 3 clusters Score -1.68675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123376 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -16867496.000000 Penalty: 5823.504883
	Iteration 142Q: 3 clusters Score -1.68675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -16867492.000000 Penalty: 5823.504883
	Iteration 143Q: 3 clusters Score -1.686749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -16867476.000000 Penalty: 5823.504883
	Iteration 144Q: 3 clusters Score -1.686748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -16867494.000000 Penalty: 5823.504883
	Iteration 145Q: 3 clusters Score -1.686749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -16867490.000000 Penalty: 5823.504883
	Iteration 146Q: 3 clusters Score -1.686749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123457 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16867506.000000 Penalty: 5823.504883
	Iteration 147Q: 3 clusters Score -1.686751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -16867506.000000 Penalty: 5823.504883
	Iteration 148Q: 3 clusters Score -1.686751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123479 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -16867506.000000 Penalty: 5823.504883
	Iteration 149Q: 3 clusters Score -1.686751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -16867514.000000 Penalty: 5823.504883
	Iteration 150Q: 3 clusters Score -1.686751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123499 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -16867510.000000 Penalty: 5823.504883
	Iteration 151Q: 3 clusters Score -1.686751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -16867512.000000 Penalty: 5823.504883
	Iteration 152Q: 3 clusters Score -1.686751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -16867500.000000 Penalty: 5823.504883
	Iteration 153Q: 3 clusters Score -1.68675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -16867500.000000 Penalty: 5823.504883
	Iteration 154Q: 3 clusters Score -1.68675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -16867498.000000 Penalty: 5823.504883
	Iteration 155Q: 3 clusters Score -1.68675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -16867500.000000 Penalty: 5823.504883
	Iteration 156Q: 3 clusters Score -1.68675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16867508.000000 Penalty: 5823.504883
	Iteration 157Q: 3 clusters Score -1.686751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123554 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -16867498.000000 Penalty: 5823.504883
	Iteration 158Q: 3 clusters Score -1.68675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -16867486.000000 Penalty: 5823.504883
	Iteration 159Q: 3 clusters Score -1.686749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16867514.000000 Penalty: 5823.504883
	Iteration 160F: 3 clusters Score -1.686751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Entering Unmasked Estep 
Score: -2675104.750000 Penalty: 2452.455078
	Iteration 0F: 2 clusters Score -2675105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2661226.250000 Penalty: 4904.910156
	Iteration 0F: 3 clusters Score -2661226 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2665852.250000 Penalty: 4904.910156
	Iteration 1F: 3 clusters Score -2665852 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2666247.500000 Penalty: 4904.910156
	Iteration 2F: 3 clusters Score -2666248 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2666596.500000 Penalty: 4904.910156
	Iteration 3Q: 3 clusters Score -2666596 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2666958.250000 Penalty: 4904.910156
	Iteration 4Q: 3 clusters Score -2666958 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2667422.500000 Penalty: 4904.910156
	Iteration 5Q: 3 clusters Score -2667422 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2668033.000000 Penalty: 4904.910156
	Iteration 6F: 3 clusters Score -2668033 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2668867.500000 Penalty: 4904.910156
	Iteration 7F: 3 clusters Score -2668868 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2669867.500000 Penalty: 4904.910156
	Iteration 8F: 3 clusters Score -2669868 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2670876.750000 Penalty: 4904.910156
	Iteration 9F: 3 clusters Score -2670877 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2671662.750000 Penalty: 4904.910156
	Iteration 10Q: 3 clusters Score -2671663 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2672200.750000 Penalty: 4904.910156
	Iteration 11Q: 3 clusters Score -2672201 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2672543.750000 Penalty: 4904.910156
	Iteration 12Q: 3 clusters Score -2672544 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2672698.250000 Penalty: 4904.910156
	Iteration 13Q: 3 clusters Score -2672698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2672785.000000 Penalty: 4904.910156
	Iteration 14Q: 3 clusters Score -2672785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2672841.000000 Penalty: 4904.910156
	Iteration 15Q: 3 clusters Score -2672841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2672858.000000 Penalty: 4904.910156
	Iteration 16Q: 3 clusters Score -2672858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2672887.000000 Penalty: 4904.910156
	Iteration 17Q: 3 clusters Score -2672887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2672904.250000 Penalty: 4904.910156
	Iteration 18Q: 3 clusters Score -2672904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2672924.250000 Penalty: 4904.910156
	Iteration 19Q: 3 clusters Score -2672924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2672935.250000 Penalty: 4904.910156
	Iteration 20F: 3 clusters Score -2672935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2672940.750000 Penalty: 4904.910156
	Iteration 21Q: 3 clusters Score -2672941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2672947.000000 Penalty: 4904.910156
	Iteration 22Q: 3 clusters Score -2672947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2672952.000000 Penalty: 4904.910156
	Iteration 23Q: 3 clusters Score -2672952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2672955.000000 Penalty: 4904.910156
	Iteration 24Q: 3 clusters Score -2672955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2672961.500000 Penalty: 4904.910156
	Iteration 25Q: 3 clusters Score -2672962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2672959.500000 Penalty: 4904.910156
	Iteration 26Q: 3 clusters Score -2672960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2672959.500000 Penalty: 4904.910156
	Iteration 27F: 3 clusters Score -2672960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -5926480.500000 Penalty: 2658.883545
	Iteration 0F: 2 clusters Score -5926480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5895770.000000 Penalty: 5317.767090
	Iteration 0F: 3 clusters Score -5895770 nChanged 20908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -5907281.000000 Penalty: 5317.767090
	Iteration 1F: 3 clusters Score -5907281 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5907968.500000 Penalty: 5317.767090
	Iteration 2Q: 3 clusters Score -5907968 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5908606.500000 Penalty: 5317.767090
	Iteration 3Q: 3 clusters Score -5908606 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5909377.000000 Penalty: 5317.767090
	Iteration 4Q: 3 clusters Score -5909377 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5910201.000000 Penalty: 5317.767090
	Iteration 5Q: 3 clusters Score -5910201 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -5911199.000000 Penalty: 5317.767090
	Iteration 6F: 3 clusters Score -5911199 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5912466.500000 Penalty: 5317.767090
	Iteration 7F: 3 clusters Score -5912466 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -5913911.500000 Penalty: 5317.767090
	Iteration 8F: 3 clusters Score -5913912 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5915354.000000 Penalty: 5317.767090
	Iteration 9F: 3 clusters Score -5915354 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5916813.000000 Penalty: 5317.767090
	Iteration 10F: 3 clusters Score -5916813 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5918222.500000 Penalty: 5317.767090
	Iteration 11Q: 3 clusters Score -5918222 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -5919523.500000 Penalty: 5317.767090
	Iteration 12Q: 3 clusters Score -5919524 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5920925.000000 Penalty: 5317.767090
	Iteration 13Q: 3 clusters Score -5920925 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5922149.000000 Penalty: 5317.767090
	Iteration 14Q: 3 clusters Score -5922149 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5923014.500000 Penalty: 5317.767090
	Iteration 15Q: 3 clusters Score -5923014 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5923526.000000 Penalty: 5317.767090
	Iteration 16Q: 3 clusters Score -5923526 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5923794.000000 Penalty: 5317.767090
	Iteration 17Q: 3 clusters Score -5923794 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5923955.500000 Penalty: 5317.767090
	Iteration 18Q: 3 clusters Score -5923956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5924047.500000 Penalty: 5317.767090
	Iteration 19Q: 3 clusters Score -5924048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5924105.500000 Penalty: 5317.767090
	Iteration 20F: 3 clusters Score -5924106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5924164.500000 Penalty: 5317.767090
	Iteration 21Q: 3 clusters Score -5924164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5924174.500000 Penalty: 5317.767090
	Iteration 22Q: 3 clusters Score -5924174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5924202.500000 Penalty: 5317.767090
	Iteration 23Q: 3 clusters Score -5924202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5924216.500000 Penalty: 5317.767090
	Iteration 24Q: 3 clusters Score -5924216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5924227.500000 Penalty: 5317.767090
	Iteration 25Q: 3 clusters Score -5924228 nChanged 14
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: -5924238.000000 Penalty: 5317.767090
	Iteration 26Q: 3 clusters Score -5924238 nChanged 10
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: -5924242.500000 Penalty: 5317.767090
	Iteration 27Q: 3 clusters Score -5924242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5924250.500000 Penalty: 5317.767090
	Iteration 28Q: 3 clusters Score -5924250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5924250.000000 Penalty: 5317.767090
	Iteration 29Q: 3 clusters Score -5924250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5924250.500000 Penalty: 5317.767090
	Iteration 30Q: 3 clusters Score -5924250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5924250.500000 Penalty: 5317.767090
	Iteration 31F: 3 clusters Score -5924250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -412292.718750 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -412292.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -408956.125000 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -408956.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -409632.843750 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -409632.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -409788.312500 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -409788.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -409892.156250 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -409892.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -409972.281250 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -409972.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -410049.343750 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -410049.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -410117.281250 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -410117.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -410171.187500 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -410171.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -410211.250000 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -410211.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -410248.156250 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -410248.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -410282.156250 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -410282.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -410313.593750 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -410313.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410347.937500 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -410347.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -410398.281250 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -410398.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -410448.125000 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -410448.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -410485.156250 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -410485.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -410526.375000 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -410526.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -410577.843750 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -410577.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410630.125000 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -410630.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -410695.906250 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -410695.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -410767.062500 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -410767.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -410831.718750 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -410831.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -410896.718750 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -410896.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -410940.812500 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -410940.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -410974.593750 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -410974.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -410998.687500 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -410998.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -411018.156250 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -411018.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -411043.812500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -411043.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -411070.468750 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -411070.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -411087.437500 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -411087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -411101.281250 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -411101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -411113.687500 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -411113.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -411125.250000 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -411125.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -411137.312500 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -411137.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -411153.000000 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -411153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -411166.593750 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -411166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -411172.437500 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -411172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -411179.406250 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -411179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -411183.000000 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -411183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -411184.531250 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -411184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -411185.812500 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -411185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -411186.656250 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -411186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -411187.312500 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -411187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -411187.468750 Penalty: 3989.975586
	Iteration 43Q: 3 clusters Score -411187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -411187.468750 Penalty: 3989.975586
	Iteration 44F: 3 clusters Score -411187.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -55644.085938 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -55644.09 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 301 members 
Entering Unmasked Estep 
Score: -54216.156250 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -54216.16 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54967.175781 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -54967.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55962.175781 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -55962.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56547.125000 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -56547.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56709.011719 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -56709.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56774.847656 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -56774.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56816.343750 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -56816.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -56860.750000 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -56860.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56899.050781 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -56899.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56923.722656 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -56923.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56956.824219 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -56956.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56966.187500 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -56966.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56976.773438 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -56976.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56979.171875 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -56979.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56997.093750 Penalty: 3162.012207
	Iteration 14F: 3 clusters Score -56997.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57128.863281 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -57128.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57135.488281 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -57135.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -57136.906250 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -57136.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -57136.906250 Penalty: 3162.012207
	Iteration 18F: 3 clusters Score -57136.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108705 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125610 members 
Mstep: Class 8 contains 19711 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 110279 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 9039 members 
Entering Unmasked Estep 
Score: -62776960.000000 Penalty: 71329.296875
Splitting cluster 11 changes total score from -62777140.000000 to -62776960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (110279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110279 members 
Entering Unmasked Estep 
Score: -14788351.000000 Penalty: 2879.470703
	Iteration 0F: 2 clusters Score -1.478835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -14715224.000000 Penalty: 5758.941406
	Iteration 0F: 3 clusters Score -1.471522e+07 nChanged 52438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -14745790.000000 Penalty: 5758.941406
	Iteration 1F: 3 clusters Score -1.474579e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -14747053.000000 Penalty: 5758.941406
	Iteration 2Q: 3 clusters Score -1.474705e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -14748606.000000 Penalty: 5758.941406
	Iteration 3Q: 3 clusters Score -1.474861e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -14750651.000000 Penalty: 5758.941406
	Iteration 4Q: 3 clusters Score -1.475065e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -14754216.000000 Penalty: 5758.941406
	Iteration 5F: 3 clusters Score -1.475422e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -14759605.000000 Penalty: 5758.941406
	Iteration 6F: 3 clusters Score -1.47596e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -14766599.000000 Penalty: 5758.941406
	Iteration 7F: 3 clusters Score -1.47666e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -14774083.000000 Penalty: 5758.941406
	Iteration 8F: 3 clusters Score -1.477408e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -14780053.000000 Penalty: 5758.941406
	Iteration 9F: 3 clusters Score -1.478005e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -14783511.000000 Penalty: 5758.941406
	Iteration 10Q: 3 clusters Score -1.478351e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -14784965.000000 Penalty: 5758.941406
	Iteration 11Q: 3 clusters Score -1.478496e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109254 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14785493.000000 Penalty: 5758.941406
	Iteration 12Q: 3 clusters Score -1.478549e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14785742.000000 Penalty: 5758.941406
	Iteration 13Q: 3 clusters Score -1.478574e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14785953.000000 Penalty: 5758.941406
	Iteration 14Q: 3 clusters Score -1.478595e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109669 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14786094.000000 Penalty: 5758.941406
	Iteration 15Q: 3 clusters Score -1.478609e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109690 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14786162.000000 Penalty: 5758.941406
	Iteration 16Q: 3 clusters Score -1.478616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14786256.000000 Penalty: 5758.941406
	Iteration 17Q: 3 clusters Score -1.478626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14786308.000000 Penalty: 5758.941406
	Iteration 18Q: 3 clusters Score -1.478631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14786321.000000 Penalty: 5758.941406
	Iteration 19Q: 3 clusters Score -1.478632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14786367.000000 Penalty: 5758.941406
	Iteration 20F: 3 clusters Score -1.478637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14786386.000000 Penalty: 5758.941406
	Iteration 21Q: 3 clusters Score -1.478639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14786405.000000 Penalty: 5758.941406
	Iteration 22Q: 3 clusters Score -1.47864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14786415.000000 Penalty: 5758.941406
	Iteration 23Q: 3 clusters Score -1.478642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14786431.000000 Penalty: 5758.941406
	Iteration 24Q: 3 clusters Score -1.478643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14786439.000000 Penalty: 5758.941406
	Iteration 25Q: 3 clusters Score -1.478644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14786459.000000 Penalty: 5758.941406
	Iteration 26Q: 3 clusters Score -1.478646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14786455.000000 Penalty: 5758.941406
	Iteration 27Q: 3 clusters Score -1.478646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14786480.000000 Penalty: 5758.941406
	Iteration 28Q: 3 clusters Score -1.478648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14786477.000000 Penalty: 5758.941406
	Iteration 29Q: 3 clusters Score -1.478648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14786485.000000 Penalty: 5758.941406
	Iteration 30Q: 3 clusters Score -1.478648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14786488.000000 Penalty: 5758.941406
	Iteration 31Q: 3 clusters Score -1.478649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14786483.000000 Penalty: 5758.941406
	Iteration 32Q: 3 clusters Score -1.478648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14786481.000000 Penalty: 5758.941406
	Iteration 33Q: 3 clusters Score -1.478648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14786481.000000 Penalty: 5758.941406
	Iteration 34Q: 3 clusters Score -1.478648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14786482.000000 Penalty: 5758.941406
	Iteration 35Q: 3 clusters Score -1.478648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14786490.000000 Penalty: 5758.941406
	Iteration 36Q: 3 clusters Score -1.478649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14786490.000000 Penalty: 5758.941406
	Iteration 37F: 3 clusters Score -1.478649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Entering Unmasked Estep 
Score: -4026378.750000 Penalty: 2552.292236
	Iteration 0F: 2 clusters Score -4026379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4006078.500000 Penalty: 5104.584473
	Iteration 0F: 3 clusters Score -4006078 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4013348.500000 Penalty: 5104.584473
	Iteration 1F: 3 clusters Score -4013348 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4013822.000000 Penalty: 5104.584473
	Iteration 2Q: 3 clusters Score -4013822 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4014224.500000 Penalty: 5104.584473
	Iteration 3Q: 3 clusters Score -4014224 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4014644.750000 Penalty: 5104.584473
	Iteration 4Q: 3 clusters Score -4014645 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4015054.750000 Penalty: 5104.584473
	Iteration 5Q: 3 clusters Score -4015055 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4015522.500000 Penalty: 5104.584473
	Iteration 6Q: 3 clusters Score -4015522 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4016035.750000 Penalty: 5104.584473
	Iteration 7Q: 3 clusters Score -4016036 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4016580.750000 Penalty: 5104.584473
	Iteration 8Q: 3 clusters Score -4016581 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4017220.750000 Penalty: 5104.584473
	Iteration 9Q: 3 clusters Score -4017221 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4018005.750000 Penalty: 5104.584473
	Iteration 10Q: 3 clusters Score -4018006 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4018925.250000 Penalty: 5104.584473
	Iteration 11Q: 3 clusters Score -4018925 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4019779.750000 Penalty: 5104.584473
	Iteration 12Q: 3 clusters Score -4019780 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4020520.000000 Penalty: 5104.584473
	Iteration 13Q: 3 clusters Score -4020520 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4021072.750000 Penalty: 5104.584473
	Iteration 14Q: 3 clusters Score -4021073 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4021463.000000 Penalty: 5104.584473
	Iteration 15Q: 3 clusters Score -4021463 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4021734.500000 Penalty: 5104.584473
	Iteration 16Q: 3 clusters Score -4021734 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4021955.000000 Penalty: 5104.584473
	Iteration 17Q: 3 clusters Score -4021955 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4022135.000000 Penalty: 5104.584473
	Iteration 18Q: 3 clusters Score -4022135 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4022342.250000 Penalty: 5104.584473
	Iteration 19Q: 3 clusters Score -4022342 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4022486.750000 Penalty: 5104.584473
	Iteration 20F: 3 clusters Score -4022487 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4022611.750000 Penalty: 5104.584473
	Iteration 21Q: 3 clusters Score -4022612 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4022710 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4022797 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4022877.000000 Penalty: 5104.584473
	Iteration 24Q: 3 clusters Score -4022877 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -4022940.750000 Penalty: 5104.584473
	Iteration 25Q: 3 clusters Score -4022941 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -4023016.000000 Penalty: 5104.584473
	Iteration 26Q: 3 clusters Score -4023016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4023069 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4023124.000000 Penalty: 5104.584473
	Iteration 28Q: 3 clusters Score -4023124 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4023175.750000 Penalty: 5104.584473
	Iteration 29Q: 3 clusters Score -4023176 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4023210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4023240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4023256.250000 Penalty: 5104.584473
	Iteration 32Q: 3 clusters Score -4023256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4023273 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4023292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4023304.000000 Penalty: 5104.584473
	Iteration 35Q: 3 clusters Score -4023304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4023319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4023332 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4023340 nChanged 88
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4023353.750000 Penalty: 5104.584473
	Iteration 39Q: 3 clusters Score -4023354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4023371.500000 Penalty: 5104.584473
	Iteration 40F: 3 clusters Score -4023372 nChanged 74
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Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4023385.500000 Penalty: 5104.584473
	Iteration 41Q: 3 clusters Score -4023386 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4023400.500000 Penalty: 5104.584473
	Iteration 42Q: 3 clusters Score -4023400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4023392.250000 Penalty: 5104.584473
	Iteration 43Q: 3 clusters Score -4023392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4023411.250000 Penalty: 5104.584473
	Iteration 44Q: 3 clusters Score -4023411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4023415.000000 Penalty: 5104.584473
	Iteration 45Q: 3 clusters Score -4023415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4023426 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4023437.750000 Penalty: 5104.584473
	Iteration 47Q: 3 clusters Score -4023438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -4023452.250000 Penalty: 5104.584473
	Iteration 48Q: 3 clusters Score -4023452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4023456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -4023454.750000 Penalty: 5104.584473
	Iteration 50Q: 3 clusters Score -4023455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -4023469.750000 Penalty: 5104.584473
	Iteration 51Q: 3 clusters Score -4023470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4023480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -4023492.250000 Penalty: 5104.584473
	Iteration 53Q: 3 clusters Score -4023492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4023493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4023504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4023508.750000 Penalty: 5104.584473
	Iteration 56Q: 3 clusters Score -4023509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4023505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4023510.250000 Penalty: 5104.584473
	Iteration 58Q: 3 clusters Score -4023510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4023516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4023523.000000 Penalty: 5104.584473
	Iteration 60F: 3 clusters Score -4023523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4023542.000000 Penalty: 5104.584473
	Iteration 61Q: 3 clusters Score -4023542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -4023539.500000 Penalty: 5104.584473
	Iteration 62Q: 3 clusters Score -4023540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4023549.000000 Penalty: 5104.584473
	Iteration 63Q: 3 clusters Score -4023549 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4023562.000000 Penalty: 5104.584473
	Iteration 64Q: 3 clusters Score -4023562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4023568.500000 Penalty: 5104.584473
	Iteration 65Q: 3 clusters Score -4023568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4023567.250000 Penalty: 5104.584473
	Iteration 66Q: 3 clusters Score -4023567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4023577.750000 Penalty: 5104.584473
	Iteration 67Q: 3 clusters Score -4023578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4023582.500000 Penalty: 5104.584473
	Iteration 68Q: 3 clusters Score -4023582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4023579 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4023580.500000 Penalty: 5104.584473
	Iteration 70Q: 3 clusters Score -4023580 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3600 members 
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Entering Unmasked Estep 
Score: -4023583.500000 Penalty: 5104.584473
	Iteration 71Q: 3 clusters Score -4023584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -4023588.250000 Penalty: 5104.584473
	Iteration 72Q: 3 clusters Score -4023588 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4023596.000000 Penalty: 5104.584473
	Iteration 73Q: 3 clusters Score -4023596 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4023606.750000 Penalty: 5104.584473
	Iteration 74Q: 3 clusters Score -4023607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4023613.500000 Penalty: 5104.584473
	Iteration 75Q: 3 clusters Score -4023614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4023623.250000 Penalty: 5104.584473
	Iteration 76Q: 3 clusters Score -4023623 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4023627.750000 Penalty: 5104.584473
	Iteration 77Q: 3 clusters Score -4023628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4023631.500000 Penalty: 5104.584473
	Iteration 78Q: 3 clusters Score -4023632 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -4023634.500000 Penalty: 5104.584473
	Iteration 79Q: 3 clusters Score -4023634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4023638.500000 Penalty: 5104.584473
	Iteration 80F: 3 clusters Score -4023638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4023643.750000 Penalty: 5104.584473
	Iteration 81Q: 3 clusters Score -4023644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4023643 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4023647.250000 Penalty: 5104.584473
	Iteration 83Q: 3 clusters Score -4023647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4023655.000000 Penalty: 5104.584473
	Iteration 84Q: 3 clusters Score -4023655 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4023652.250000 Penalty: 5104.584473
	Iteration 85Q: 3 clusters Score -4023652 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -4023652.750000 Penalty: 5104.584473
	Iteration 86Q: 3 clusters Score -4023653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4023651.500000 Penalty: 5104.584473
	Iteration 87Q: 3 clusters Score -4023652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -4023656.250000 Penalty: 5104.584473
	Iteration 88Q: 3 clusters Score -4023656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4023656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -4023669.250000 Penalty: 5104.584473
	Iteration 90Q: 3 clusters Score -4023669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4023676.250000 Penalty: 5104.584473
	Iteration 91Q: 3 clusters Score -4023676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4023678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4023687.750000 Penalty: 5104.584473
	Iteration 93Q: 3 clusters Score -4023688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -4023686.750000 Penalty: 5104.584473
	Iteration 94Q: 3 clusters Score -4023687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4023676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -4023679.250000 Penalty: 5104.584473
	Iteration 96Q: 3 clusters Score -4023679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4023687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4023689.500000 Penalty: 5104.584473
	Iteration 98Q: 3 clusters Score -4023690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4023697.250000 Penalty: 5104.584473
	Iteration 99Q: 3 clusters Score -4023697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4023703.000000 Penalty: 5104.584473
	Iteration 100F: 3 clusters Score -4023703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4023707.250000 Penalty: 5104.584473
	Iteration 101Q: 3 clusters Score -4023707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4023710.250000 Penalty: 5104.584473
	Iteration 102Q: 3 clusters Score -4023710 nChanged 8
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Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -4023708.750000 Penalty: 5104.584473
	Iteration 103Q: 3 clusters Score -4023709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4023708 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -4023716.000000 Penalty: 5104.584473
	Iteration 105Q: 3 clusters Score -4023716 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4023717 nChanged 14
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Mstep: Class 1 contains 2943 members 
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Entering Unmasked Estep 
Score: -4023719.250000 Penalty: 5104.584473
	Iteration 107Q: 3 clusters Score -4023719 nChanged 19
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Mstep: Class 1 contains 2924 members 
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Entering Unmasked Estep 
Score: -4023724.250000 Penalty: 5104.584473
	Iteration 108Q: 3 clusters Score -4023724 nChanged 20
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Mstep: Class 1 contains 2906 members 
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Entering Unmasked Estep 
Score: -4023726.500000 Penalty: 5104.584473
	Iteration 109Q: 3 clusters Score -4023726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -4023738.500000 Penalty: 5104.584473
	Iteration 110Q: 3 clusters Score -4023738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4023732.250000 Penalty: 5104.584473
	Iteration 111Q: 3 clusters Score -4023732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4023729.000000 Penalty: 5104.584473
	Iteration 112Q: 3 clusters Score -4023729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4023726.750000 Penalty: 5104.584473
	Iteration 113Q: 3 clusters Score -4023727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -4023739.500000 Penalty: 5104.584473
	Iteration 114Q: 3 clusters Score -4023740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4023751.000000 Penalty: 5104.584473
	Iteration 115Q: 3 clusters Score -4023751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4023751.000000 Penalty: 5104.584473
	Iteration 116Q: 3 clusters Score -4023751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4023756.250000 Penalty: 5104.584473
	Iteration 117Q: 3 clusters Score -4023756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4023757.750000 Penalty: 5104.584473
	Iteration 118Q: 3 clusters Score -4023758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4023761.500000 Penalty: 5104.584473
	Iteration 119Q: 3 clusters Score -4023762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4023766.250000 Penalty: 5104.584473
	Iteration 120F: 3 clusters Score -4023766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4023768.250000 Penalty: 5104.584473
	Iteration 121Q: 3 clusters Score -4023768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -4023768.000000 Penalty: 5104.584473
	Iteration 122Q: 3 clusters Score -4023768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4023772.750000 Penalty: 5104.584473
	Iteration 123Q: 3 clusters Score -4023773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4023781.250000 Penalty: 5104.584473
	Iteration 124Q: 3 clusters Score -4023781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -4023789.750000 Penalty: 5104.584473
	Iteration 125Q: 3 clusters Score -4023790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4023793.750000 Penalty: 5104.584473
	Iteration 126Q: 3 clusters Score -4023794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -4023801.500000 Penalty: 5104.584473
	Iteration 127Q: 3 clusters Score -4023802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4023800.500000 Penalty: 5104.584473
	Iteration 128Q: 3 clusters Score -4023800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4023801.750000 Penalty: 5104.584473
	Iteration 129Q: 3 clusters Score -4023802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4023810.000000 Penalty: 5104.584473
	Iteration 130Q: 3 clusters Score -4023810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4023815.500000 Penalty: 5104.584473
	Iteration 131Q: 3 clusters Score -4023816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4023819.750000 Penalty: 5104.584473
	Iteration 132Q: 3 clusters Score -4023820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -4023831.250000 Penalty: 5104.584473
	Iteration 133Q: 3 clusters Score -4023831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4023834.750000 Penalty: 5104.584473
	Iteration 134Q: 3 clusters Score -4023835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4023841.000000 Penalty: 5104.584473
	Iteration 135Q: 3 clusters Score -4023841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4023845.250000 Penalty: 5104.584473
	Iteration 136Q: 3 clusters Score -4023845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4023839.500000 Penalty: 5104.584473
	Iteration 137Q: 3 clusters Score -4023840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -4023838.000000 Penalty: 5104.584473
	Iteration 138Q: 3 clusters Score -4023838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -4023840.000000 Penalty: 5104.584473
	Iteration 139Q: 3 clusters Score -4023840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4023838.750000 Penalty: 5104.584473
	Iteration 140F: 3 clusters Score -4023839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4023837.500000 Penalty: 5104.584473
	Iteration 141Q: 3 clusters Score -4023838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4023843.750000 Penalty: 5104.584473
	Iteration 142Q: 3 clusters Score -4023844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4023849.500000 Penalty: 5104.584473
	Iteration 143Q: 3 clusters Score -4023850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -4023859.250000 Penalty: 5104.584473
	Iteration 144Q: 3 clusters Score -4023859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4023867.500000 Penalty: 5104.584473
	Iteration 145Q: 3 clusters Score -4023868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -4023869.000000 Penalty: 5104.584473
	Iteration 146Q: 3 clusters Score -4023869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4023873.750000 Penalty: 5104.584473
	Iteration 147Q: 3 clusters Score -4023874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4023881.750000 Penalty: 5104.584473
	Iteration 148Q: 3 clusters Score -4023882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4023886.500000 Penalty: 5104.584473
	Iteration 149Q: 3 clusters Score -4023886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4023893.750000 Penalty: 5104.584473
	Iteration 150Q: 3 clusters Score -4023894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4023892.250000 Penalty: 5104.584473
	Iteration 151Q: 3 clusters Score -4023892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4023900.000000 Penalty: 5104.584473
	Iteration 152Q: 3 clusters Score -4023900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4023898.750000 Penalty: 5104.584473
	Iteration 153Q: 3 clusters Score -4023899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4023901.250000 Penalty: 5104.584473
	Iteration 154Q: 3 clusters Score -4023901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4023908.000000 Penalty: 5104.584473
	Iteration 155Q: 3 clusters Score -4023908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -4023907.750000 Penalty: 5104.584473
	Iteration 156Q: 3 clusters Score -4023908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4023911.500000 Penalty: 5104.584473
	Iteration 157Q: 3 clusters Score -4023912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4023919.500000 Penalty: 5104.584473
	Iteration 158Q: 3 clusters Score -4023920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4023927.250000 Penalty: 5104.584473
	Iteration 159Q: 3 clusters Score -4023927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4023939.500000 Penalty: 5104.584473
	Iteration 160F: 3 clusters Score -4023940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4023942.000000 Penalty: 5104.584473
	Iteration 161Q: 3 clusters Score -4023942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4023955.500000 Penalty: 5104.584473
	Iteration 162Q: 3 clusters Score -4023956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4023959.750000 Penalty: 5104.584473
	Iteration 163Q: 3 clusters Score -4023960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4023964.250000 Penalty: 5104.584473
	Iteration 164Q: 3 clusters Score -4023964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4023968.750000 Penalty: 5104.584473
	Iteration 165Q: 3 clusters Score -4023969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -4023972.750000 Penalty: 5104.584473
	Iteration 166Q: 3 clusters Score -4023973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4023976.750000 Penalty: 5104.584473
	Iteration 167Q: 3 clusters Score -4023977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4023984.250000 Penalty: 5104.584473
	Iteration 168Q: 3 clusters Score -4023984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4024002.000000 Penalty: 5104.584473
	Iteration 169Q: 3 clusters Score -4024002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -4024012.250000 Penalty: 5104.584473
	Iteration 170Q: 3 clusters Score -4024012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4024020.250000 Penalty: 5104.584473
	Iteration 171Q: 3 clusters Score -4024020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4024030.000000 Penalty: 5104.584473
	Iteration 172Q: 3 clusters Score -4024030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4024039.500000 Penalty: 5104.584473
	Iteration 173Q: 3 clusters Score -4024040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4024040.750000 Penalty: 5104.584473
	Iteration 174Q: 3 clusters Score -4024041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -4024039.750000 Penalty: 5104.584473
	Iteration 175Q: 3 clusters Score -4024040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4024042.000000 Penalty: 5104.584473
	Iteration 176Q: 3 clusters Score -4024042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4024042.750000 Penalty: 5104.584473
	Iteration 177Q: 3 clusters Score -4024043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4024047.750000 Penalty: 5104.584473
	Iteration 178Q: 3 clusters Score -4024048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4024050.750000 Penalty: 5104.584473
	Iteration 179Q: 3 clusters Score -4024051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4024057.000000 Penalty: 5104.584473
	Iteration 180F: 3 clusters Score -4024057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4024050.250000 Penalty: 5104.584473
	Iteration 181Q: 3 clusters Score -4024050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4024061.000000 Penalty: 5104.584473
	Iteration 182Q: 3 clusters Score -4024061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -4024067.500000 Penalty: 5104.584473
	Iteration 183Q: 3 clusters Score -4024068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -4024074.000000 Penalty: 5104.584473
	Iteration 184Q: 3 clusters Score -4024074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -4024074.500000 Penalty: 5104.584473
	Iteration 185Q: 3 clusters Score -4024074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4024074.500000 Penalty: 5104.584473
	Iteration 186Q: 3 clusters Score -4024074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4024077.750000 Penalty: 5104.584473
	Iteration 187Q: 3 clusters Score -4024078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4024081.500000 Penalty: 5104.584473
	Iteration 188Q: 3 clusters Score -4024082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4024087.250000 Penalty: 5104.584473
	Iteration 189Q: 3 clusters Score -4024087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4024085.750000 Penalty: 5104.584473
	Iteration 190Q: 3 clusters Score -4024086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -4024084.500000 Penalty: 5104.584473
	Iteration 191Q: 3 clusters Score -4024084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4024086.000000 Penalty: 5104.584473
	Iteration 192Q: 3 clusters Score -4024086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4024095.000000 Penalty: 5104.584473
	Iteration 193Q: 3 clusters Score -4024095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4024093.000000 Penalty: 5104.584473
	Iteration 194Q: 3 clusters Score -4024093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4024099.000000 Penalty: 5104.584473
	Iteration 195Q: 3 clusters Score -4024099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4024098.250000 Penalty: 5104.584473
	Iteration 196Q: 3 clusters Score -4024098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4024107.250000 Penalty: 5104.584473
	Iteration 197Q: 3 clusters Score -4024107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4024112.750000 Penalty: 5104.584473
	Iteration 198Q: 3 clusters Score -4024113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4024121.000000 Penalty: 5104.584473
	Iteration 199Q: 3 clusters Score -4024121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4024125.500000 Penalty: 5104.584473
	Iteration 200F: 3 clusters Score -4024126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4024132.500000 Penalty: 5104.584473
	Iteration 201Q: 3 clusters Score -4024132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4024133.500000 Penalty: 5104.584473
	Iteration 202Q: 3 clusters Score -4024134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4024139.250000 Penalty: 5104.584473
	Iteration 203Q: 3 clusters Score -4024139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4024134.500000 Penalty: 5104.584473
	Iteration 204Q: 3 clusters Score -4024134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4024142.750000 Penalty: 5104.584473
	Iteration 205Q: 3 clusters Score -4024143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4024139.250000 Penalty: 5104.584473
	Iteration 206Q: 3 clusters Score -4024139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4024143.500000 Penalty: 5104.584473
	Iteration 207Q: 3 clusters Score -4024144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4024149.000000 Penalty: 5104.584473
	Iteration 208Q: 3 clusters Score -4024149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -4024155.750000 Penalty: 5104.584473
	Iteration 209Q: 3 clusters Score -4024156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4024152.000000 Penalty: 5104.584473
	Iteration 210Q: 3 clusters Score -4024152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4024166.000000 Penalty: 5104.584473
	Iteration 211Q: 3 clusters Score -4024166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -4024165.500000 Penalty: 5104.584473
	Iteration 212Q: 3 clusters Score -4024166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4024177.500000 Penalty: 5104.584473
	Iteration 213Q: 3 clusters Score -4024178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4024182.000000 Penalty: 5104.584473
	Iteration 214Q: 3 clusters Score -4024182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4024186.000000 Penalty: 5104.584473
	Iteration 215Q: 3 clusters Score -4024186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4024185.500000 Penalty: 5104.584473
	Iteration 216Q: 3 clusters Score -4024186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4024190.000000 Penalty: 5104.584473
	Iteration 217Q: 3 clusters Score -4024190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4024197.500000 Penalty: 5104.584473
	Iteration 218Q: 3 clusters Score -4024198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -4024191.000000 Penalty: 5104.584473
	Iteration 219Q: 3 clusters Score -4024191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4024191.750000 Penalty: 5104.584473
	Iteration 220F: 3 clusters Score -4024192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -4024192.000000 Penalty: 5104.584473
	Iteration 221Q: 3 clusters Score -4024192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4024191.500000 Penalty: 5104.584473
	Iteration 222Q: 3 clusters Score -4024192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4024189.250000 Penalty: 5104.584473
	Iteration 223Q: 3 clusters Score -4024189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4024189.750000 Penalty: 5104.584473
	Iteration 224Q: 3 clusters Score -4024190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4024191.750000 Penalty: 5104.584473
	Iteration 225Q: 3 clusters Score -4024192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -4024194.000000 Penalty: 5104.584473
	Iteration 226Q: 3 clusters Score -4024194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4024198.500000 Penalty: 5104.584473
	Iteration 227Q: 3 clusters Score -4024198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4024201.500000 Penalty: 5104.584473
	Iteration 228Q: 3 clusters Score -4024202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4024198.750000 Penalty: 5104.584473
	Iteration 229Q: 3 clusters Score -4024199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4024198.250000 Penalty: 5104.584473
	Iteration 230Q: 3 clusters Score -4024198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4024198.000000 Penalty: 5104.584473
	Iteration 231Q: 3 clusters Score -4024198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4024202.250000 Penalty: 5104.584473
	Iteration 232Q: 3 clusters Score -4024202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4024204.750000 Penalty: 5104.584473
	Iteration 233Q: 3 clusters Score -4024205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4024208.000000 Penalty: 5104.584473
	Iteration 234Q: 3 clusters Score -4024208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4024209.250000 Penalty: 5104.584473
	Iteration 235Q: 3 clusters Score -4024209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4024213.500000 Penalty: 5104.584473
	Iteration 236Q: 3 clusters Score -4024214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -4024213.250000 Penalty: 5104.584473
	Iteration 237Q: 3 clusters Score -4024213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -4024215.250000 Penalty: 5104.584473
	Iteration 238Q: 3 clusters Score -4024215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4024215.750000 Penalty: 5104.584473
	Iteration 239Q: 3 clusters Score -4024216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4024218.500000 Penalty: 5104.584473
	Iteration 240F: 3 clusters Score -4024218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -4024216.750000 Penalty: 5104.584473
	Iteration 241Q: 3 clusters Score -4024217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4024217.250000 Penalty: 5104.584473
	Iteration 242Q: 3 clusters Score -4024217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4024217.750000 Penalty: 5104.584473
	Iteration 243Q: 3 clusters Score -4024218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -4024221.750000 Penalty: 5104.584473
	Iteration 244Q: 3 clusters Score -4024222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4024217.000000 Penalty: 5104.584473
	Iteration 245Q: 3 clusters Score -4024217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4024220.250000 Penalty: 5104.584473
	Iteration 246Q: 3 clusters Score -4024220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4024222.000000 Penalty: 5104.584473
	Iteration 247Q: 3 clusters Score -4024222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -4024220.750000 Penalty: 5104.584473
	Iteration 248Q: 3 clusters Score -4024221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4024223.250000 Penalty: 5104.584473
	Iteration 249Q: 3 clusters Score -4024223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4024224.000000 Penalty: 5104.584473
	Iteration 250Q: 3 clusters Score -4024224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4024224.000000 Penalty: 5104.584473
	Iteration 251F: 3 clusters Score -4024224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -298119.250000 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -298119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295202.625000 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -295202.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295778.906250 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -295778.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295953.468750 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -295953.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -296041.000000 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -296041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -296108.906250 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -296108.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -296177.187500 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -296177.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -296234.468750 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -296234.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -296307.875000 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -296307.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -296376.593750 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -296376.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -296458.687500 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -296458.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296542.406250 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -296542.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296617.843750 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -296617.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -296698.031250 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -296698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -296804.312500 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -296804.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -296894.875000 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -296894.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -296970.906250 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -296970.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297039.968750 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -297040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297096.406250 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -297096.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297135.031250 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -297135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297159.343750 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -297159.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297179.781250 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -297179.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297202.406250 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -297202.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -297223.375000 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -297223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297238.468750 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -297238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -297252.250000 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -297252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -297260.031250 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -297260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -297275.906250 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -297275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -297287.562500 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -297287.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -297298.875000 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -297298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -297304.625000 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -297304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -297306.875000 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -297306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -297313.218750 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -297313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -297315.468750 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -297315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -297318.593750 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -297318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -297320.968750 Penalty: 3854.239990
	Iteration 34Q: 3 clusters Score -297321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -297321.906250 Penalty: 3854.239990
	Iteration 35Q: 3 clusters Score -297321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -297322.750000 Penalty: 3854.239990
	Iteration 36Q: 3 clusters Score -297322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -297326.500000 Penalty: 3854.239990
	Iteration 37Q: 3 clusters Score -297326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -297332.406250 Penalty: 3854.239990
	Iteration 38Q: 3 clusters Score -297332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -297337.281250 Penalty: 3854.239990
	Iteration 39Q: 3 clusters Score -297337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -297340.281250 Penalty: 3854.239990
	Iteration 40F: 3 clusters Score -297340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -297343.281250 Penalty: 3854.239990
	Iteration 41Q: 3 clusters Score -297343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -297344.281250 Penalty: 3854.239990
	Iteration 42Q: 3 clusters Score -297344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -297346.812500 Penalty: 3854.239990
	Iteration 43Q: 3 clusters Score -297346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -297346.875000 Penalty: 3854.239990
	Iteration 44Q: 3 clusters Score -297346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -297346.875000 Penalty: 3854.239990
	Iteration 45F: 3 clusters Score -297346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -273996.500000 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -273996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -271279.218750 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -271279.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -271784.875000 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -271784.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -271949.187500 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -271949.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272050.437500 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -272050.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -272121.656250 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -272121.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -272173.656250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -272173.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -272216.781250 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -272216.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -272256.218750 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -272256.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -272284.656250 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -272284.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -272313.062500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -272313.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -272333.500000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -272333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -272353.093750 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -272353.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -272394.437500 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -272394.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -272430.531250 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -272430.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -272462.875000 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -272462.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -272490.187500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -272490.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -272525.093750 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -272525.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -272554.250000 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -272554.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -272581.093750 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -272581.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -272601.218750 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -272601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -272616.562500 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -272616.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -272631.562500 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -272631.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272650.531250 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -272650.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272665.562500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -272665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -272676.500000 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -272676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -272685.625000 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -272685.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -272695.968750 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -272696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -272700.437500 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -272700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -272705.031250 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -272705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -272712.500000 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -272712.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -272720.625000 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -272720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272729.093750 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -272729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -272735.218750 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -272735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272741.500000 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -272741.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272747.687500 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -272747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -272753.312500 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -272753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272759.468750 Penalty: 3809.137939
	Iteration 36Q: 3 clusters Score -272759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -272764.375000 Penalty: 3809.137939
	Iteration 37Q: 3 clusters Score -272764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -272767.437500 Penalty: 3809.137939
	Iteration 38Q: 3 clusters Score -272767.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -272773.968750 Penalty: 3809.137939
	Iteration 39Q: 3 clusters Score -272774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -272778.000000 Penalty: 3809.137939
	Iteration 40F: 3 clusters Score -272778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -272781.343750 Penalty: 3809.137939
	Iteration 41Q: 3 clusters Score -272781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -272783.687500 Penalty: 3809.137939
	Iteration 42Q: 3 clusters Score -272783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -272786.343750 Penalty: 3809.137939
	Iteration 43Q: 3 clusters Score -272786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272789.875000 Penalty: 3809.137939
	Iteration 44Q: 3 clusters Score -272789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272793.000000 Penalty: 3809.137939
	Iteration 45Q: 3 clusters Score -272793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -272796.343750 Penalty: 3809.137939
	Iteration 46Q: 3 clusters Score -272796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -272798.718750 Penalty: 3809.137939
	Iteration 47Q: 3 clusters Score -272798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272801.468750 Penalty: 3809.137939
	Iteration 48Q: 3 clusters Score -272801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272803.062500 Penalty: 3809.137939
	Iteration 49Q: 3 clusters Score -272803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272804.937500 Penalty: 3809.137939
	Iteration 50Q: 3 clusters Score -272804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272805.375000 Penalty: 3809.137939
	Iteration 51Q: 3 clusters Score -272805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272807.000000 Penalty: 3809.137939
	Iteration 52Q: 3 clusters Score -272807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272807.781250 Penalty: 3809.137939
	Iteration 53Q: 3 clusters Score -272807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272808.437500 Penalty: 3809.137939
	Iteration 54Q: 3 clusters Score -272808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272809.500000 Penalty: 3809.137939
	Iteration 55Q: 3 clusters Score -272809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272810.781250 Penalty: 3809.137939
	Iteration 56Q: 3 clusters Score -272810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272810.781250 Penalty: 3809.137939
	Iteration 57F: 3 clusters Score -272810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -634764.062500 Penalty: 2094.852295
	Iteration 0F: 2 clusters Score -634764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -630455.437500 Penalty: 4189.704590
	Iteration 0F: 3 clusters Score -630455.4 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -631434.062500 Penalty: 4189.704590
	Iteration 1F: 3 clusters Score -631434.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -631634.312500 Penalty: 4189.704590
	Iteration 2F: 3 clusters Score -631634.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -631759.875000 Penalty: 4189.704590
	Iteration 3F: 3 clusters Score -631759.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -631834.062500 Penalty: 4189.704590
	Iteration 4Q: 3 clusters Score -631834.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -631895.625000 Penalty: 4189.704590
	Iteration 5Q: 3 clusters Score -631895.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -631936.500000 Penalty: 4189.704590
	Iteration 6Q: 3 clusters Score -631936.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -631969.687500 Penalty: 4189.704590
	Iteration 7Q: 3 clusters Score -631969.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -631995.000000 Penalty: 4189.704590
	Iteration 8Q: 3 clusters Score -631995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -632018.187500 Penalty: 4189.704590
	Iteration 9Q: 3 clusters Score -632018.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -632039.625000 Penalty: 4189.704590
	Iteration 10Q: 3 clusters Score -632039.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -632062.187500 Penalty: 4189.704590
	Iteration 11Q: 3 clusters Score -632062.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -632078.687500 Penalty: 4189.704590
	Iteration 12Q: 3 clusters Score -632078.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -632099.250000 Penalty: 4189.704590
	Iteration 13Q: 3 clusters Score -632099.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -632121.312500 Penalty: 4189.704590
	Iteration 14Q: 3 clusters Score -632121.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -632142.625000 Penalty: 4189.704590
	Iteration 15Q: 3 clusters Score -632142.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -632166.187500 Penalty: 4189.704590
	Iteration 16Q: 3 clusters Score -632166.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -632195.625000 Penalty: 4189.704590
	Iteration 17Q: 3 clusters Score -632195.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -632219.187500 Penalty: 4189.704590
	Iteration 18Q: 3 clusters Score -632219.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -632239.875000 Penalty: 4189.704590
	Iteration 19Q: 3 clusters Score -632239.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -632264.500000 Penalty: 4189.704590
	Iteration 20F: 3 clusters Score -632264.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -632285.812500 Penalty: 4189.704590
	Iteration 21Q: 3 clusters Score -632285.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -632312.187500 Penalty: 4189.704590
	Iteration 22Q: 3 clusters Score -632312.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -632336.750000 Penalty: 4189.704590
	Iteration 23Q: 3 clusters Score -632336.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -632357.125000 Penalty: 4189.704590
	Iteration 24Q: 3 clusters Score -632357.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -632375.625000 Penalty: 4189.704590
	Iteration 25Q: 3 clusters Score -632375.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -632390.437500 Penalty: 4189.704590
	Iteration 26Q: 3 clusters Score -632390.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -632408.312500 Penalty: 4189.704590
	Iteration 27Q: 3 clusters Score -632408.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -632431.812500 Penalty: 4189.704590
	Iteration 28Q: 3 clusters Score -632431.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -632451.375000 Penalty: 4189.704590
	Iteration 29Q: 3 clusters Score -632451.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -632472.750000 Penalty: 4189.704590
	Iteration 30Q: 3 clusters Score -632472.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -632493.312500 Penalty: 4189.704590
	Iteration 31Q: 3 clusters Score -632493.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -632506.062500 Penalty: 4189.704590
	Iteration 32Q: 3 clusters Score -632506.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -632522.437500 Penalty: 4189.704590
	Iteration 33Q: 3 clusters Score -632522.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -632535.750000 Penalty: 4189.704590
	Iteration 34Q: 3 clusters Score -632535.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -632556.375000 Penalty: 4189.704590
	Iteration 35Q: 3 clusters Score -632556.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -632572.062500 Penalty: 4189.704590
	Iteration 36Q: 3 clusters Score -632572.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -632586.562500 Penalty: 4189.704590
	Iteration 37Q: 3 clusters Score -632586.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -632604.500000 Penalty: 4189.704590
	Iteration 38Q: 3 clusters Score -632604.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -632621.250000 Penalty: 4189.704590
	Iteration 39Q: 3 clusters Score -632621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -632633.750000 Penalty: 4189.704590
	Iteration 40F: 3 clusters Score -632633.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -632651.937500 Penalty: 4189.704590
	Iteration 41Q: 3 clusters Score -632651.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -632668.062500 Penalty: 4189.704590
	Iteration 42Q: 3 clusters Score -632668.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -632682.937500 Penalty: 4189.704590
	Iteration 43Q: 3 clusters Score -632682.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -632704.187500 Penalty: 4189.704590
	Iteration 44Q: 3 clusters Score -632704.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -632729.812500 Penalty: 4189.704590
	Iteration 45Q: 3 clusters Score -632729.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -632749.687500 Penalty: 4189.704590
	Iteration 46Q: 3 clusters Score -632749.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -632768.437500 Penalty: 4189.704590
	Iteration 47Q: 3 clusters Score -632768.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -632784.000000 Penalty: 4189.704590
	Iteration 48Q: 3 clusters Score -632784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -632803.437500 Penalty: 4189.704590
	Iteration 49Q: 3 clusters Score -632803.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -632822.875000 Penalty: 4189.704590
	Iteration 50Q: 3 clusters Score -632822.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -632839.312500 Penalty: 4189.704590
	Iteration 51Q: 3 clusters Score -632839.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -632856.250000 Penalty: 4189.704590
	Iteration 52Q: 3 clusters Score -632856.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -632862.750000 Penalty: 4189.704590
	Iteration 53Q: 3 clusters Score -632862.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -632872.437500 Penalty: 4189.704590
	Iteration 54Q: 3 clusters Score -632872.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -632877.875000 Penalty: 4189.704590
	Iteration 55Q: 3 clusters Score -632877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -632883.250000 Penalty: 4189.704590
	Iteration 56Q: 3 clusters Score -632883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -632887.937500 Penalty: 4189.704590
	Iteration 57Q: 3 clusters Score -632887.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -632894.687500 Penalty: 4189.704590
	Iteration 58Q: 3 clusters Score -632894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -632902.437500 Penalty: 4189.704590
	Iteration 59Q: 3 clusters Score -632902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -632904.687500 Penalty: 4189.704590
	Iteration 60F: 3 clusters Score -632904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -632909.937500 Penalty: 4189.704590
	Iteration 61Q: 3 clusters Score -632909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -632913.187500 Penalty: 4189.704590
	Iteration 62Q: 3 clusters Score -632913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -632917.000000 Penalty: 4189.704590
	Iteration 63Q: 3 clusters Score -632917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -632919.375000 Penalty: 4189.704590
	Iteration 64Q: 3 clusters Score -632919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -632922.312500 Penalty: 4189.704590
	Iteration 65Q: 3 clusters Score -632922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -632922.937500 Penalty: 4189.704590
	Iteration 66Q: 3 clusters Score -632922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -632924.187500 Penalty: 4189.704590
	Iteration 67Q: 3 clusters Score -632924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -632924.812500 Penalty: 4189.704590
	Iteration 68Q: 3 clusters Score -632924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -632924.000000 Penalty: 4189.704590
	Iteration 69Q: 3 clusters Score -632924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -632924.687500 Penalty: 4189.704590
	Iteration 70Q: 3 clusters Score -632924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -632924.687500 Penalty: 4189.704590
	Iteration 71F: 3 clusters Score -632924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -625473.187500 Penalty: 2095.914307
	Iteration 0F: 2 clusters Score -625473.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -621203.125000 Penalty: 4191.828613
	Iteration 0F: 3 clusters Score -621203.1 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -622215.062500 Penalty: 4191.828613
	Iteration 1F: 3 clusters Score -622215.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -622469.687500 Penalty: 4191.828613
	Iteration 2F: 3 clusters Score -622469.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -622646.687500 Penalty: 4191.828613
	Iteration 3F: 3 clusters Score -622646.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -622805.750000 Penalty: 4191.828613
	Iteration 4Q: 3 clusters Score -622805.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -622942.500000 Penalty: 4191.828613
	Iteration 5Q: 3 clusters Score -622942.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -623072.000000 Penalty: 4191.828613
	Iteration 6Q: 3 clusters Score -623072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -623177.750000 Penalty: 4191.828613
	Iteration 7Q: 3 clusters Score -623177.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -623276.125000 Penalty: 4191.828613
	Iteration 8Q: 3 clusters Score -623276.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -623366.375000 Penalty: 4191.828613
	Iteration 9Q: 3 clusters Score -623366.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -623435.187500 Penalty: 4191.828613
	Iteration 10Q: 3 clusters Score -623435.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -623496.375000 Penalty: 4191.828613
	Iteration 11Q: 3 clusters Score -623496.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -623555.187500 Penalty: 4191.828613
	Iteration 12Q: 3 clusters Score -623555.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -623612.687500 Penalty: 4191.828613
	Iteration 13Q: 3 clusters Score -623612.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -623662.062500 Penalty: 4191.828613
	Iteration 14Q: 3 clusters Score -623662.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -623711.750000 Penalty: 4191.828613
	Iteration 15Q: 3 clusters Score -623711.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -623751.312500 Penalty: 4191.828613
	Iteration 16Q: 3 clusters Score -623751.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -623783.937500 Penalty: 4191.828613
	Iteration 17Q: 3 clusters Score -623783.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -623822.312500 Penalty: 4191.828613
	Iteration 18Q: 3 clusters Score -623822.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -623845.812500 Penalty: 4191.828613
	Iteration 19Q: 3 clusters Score -623845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -623861.812500 Penalty: 4191.828613
	Iteration 20F: 3 clusters Score -623861.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -623875.000000 Penalty: 4191.828613
	Iteration 21Q: 3 clusters Score -623875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -623895.312500 Penalty: 4191.828613
	Iteration 22Q: 3 clusters Score -623895.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -623909.000000 Penalty: 4191.828613
	Iteration 23Q: 3 clusters Score -623909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -623923.312500 Penalty: 4191.828613
	Iteration 24Q: 3 clusters Score -623923.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -623931.250000 Penalty: 4191.828613
	Iteration 25Q: 3 clusters Score -623931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -623939.625000 Penalty: 4191.828613
	Iteration 26Q: 3 clusters Score -623939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -623942.375000 Penalty: 4191.828613
	Iteration 27Q: 3 clusters Score -623942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -623945.687500 Penalty: 4191.828613
	Iteration 28Q: 3 clusters Score -623945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -623947.250000 Penalty: 4191.828613
	Iteration 29Q: 3 clusters Score -623947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -623951.312500 Penalty: 4191.828613
	Iteration 30Q: 3 clusters Score -623951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -623955.500000 Penalty: 4191.828613
	Iteration 31Q: 3 clusters Score -623955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -623957.437500 Penalty: 4191.828613
	Iteration 32Q: 3 clusters Score -623957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -623958.625000 Penalty: 4191.828613
	Iteration 33Q: 3 clusters Score -623958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -623958.875000 Penalty: 4191.828613
	Iteration 34Q: 3 clusters Score -623958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -623960.125000 Penalty: 4191.828613
	Iteration 35Q: 3 clusters Score -623960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -623960.125000 Penalty: 4191.828613
	Iteration 36F: 3 clusters Score -623960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -342264.281250 Penalty: 1943.909058
	Iteration 0F: 2 clusters Score -342264.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -339323.718750 Penalty: 3887.818115
	Iteration 0F: 3 clusters Score -339323.7 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -339827.031250 Penalty: 3887.818115
	Iteration 1F: 3 clusters Score -339827 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -339940.000000 Penalty: 3887.818115
	Iteration 2F: 3 clusters Score -339940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -340012.531250 Penalty: 3887.818115
	Iteration 3Q: 3 clusters Score -340012.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -340056.375000 Penalty: 3887.818115
	Iteration 4Q: 3 clusters Score -340056.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -340088.656250 Penalty: 3887.818115
	Iteration 5Q: 3 clusters Score -340088.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -340120.437500 Penalty: 3887.818115
	Iteration 6Q: 3 clusters Score -340120.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -340147.812500 Penalty: 3887.818115
	Iteration 7Q: 3 clusters Score -340147.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -340179.312500 Penalty: 3887.818115
	Iteration 8Q: 3 clusters Score -340179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -340201.625000 Penalty: 3887.818115
	Iteration 9Q: 3 clusters Score -340201.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -340225.968750 Penalty: 3887.818115
	Iteration 10Q: 3 clusters Score -340226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -340247.625000 Penalty: 3887.818115
	Iteration 11Q: 3 clusters Score -340247.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -340264.437500 Penalty: 3887.818115
	Iteration 12Q: 3 clusters Score -340264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -340270.781250 Penalty: 3887.818115
	Iteration 13Q: 3 clusters Score -340270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -340278.375000 Penalty: 3887.818115
	Iteration 14Q: 3 clusters Score -340278.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -340293.656250 Penalty: 3887.818115
	Iteration 15Q: 3 clusters Score -340293.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -340308.218750 Penalty: 3887.818115
	Iteration 16Q: 3 clusters Score -340308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -340317.250000 Penalty: 3887.818115
	Iteration 17Q: 3 clusters Score -340317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -340324.000000 Penalty: 3887.818115
	Iteration 18Q: 3 clusters Score -340324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -340330.343750 Penalty: 3887.818115
	Iteration 19Q: 3 clusters Score -340330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -340334.625000 Penalty: 3887.818115
	Iteration 20F: 3 clusters Score -340334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -340339.093750 Penalty: 3887.818115
	Iteration 21Q: 3 clusters Score -340339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -340340.062500 Penalty: 3887.818115
	Iteration 22Q: 3 clusters Score -340340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -340341.312500 Penalty: 3887.818115
	Iteration 23Q: 3 clusters Score -340341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -340341.312500 Penalty: 3887.818115
	Iteration 24F: 3 clusters Score -340341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -369667.781250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -369667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -366503.218750 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -366503.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -367152.000000 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -367152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -367317.156250 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -367317.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367416.812500 Penalty: 3956.220947
	Iteration 3Q: 3 clusters Score -367416.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367472.562500 Penalty: 3956.220947
	Iteration 4Q: 3 clusters Score -367472.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -367511.812500 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -367511.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -367544.312500 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -367544.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -367575.781250 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -367575.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367601.562500 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -367601.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367619.625000 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -367619.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -367628.531250 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -367628.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367636.968750 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -367637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -367645.343750 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -367645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -367650.187500 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -367650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -367659.281250 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -367659.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -367665.531250 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -367665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -367672.000000 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -367672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -367678.312500 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -367678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -367684.718750 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -367684.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -367695.500000 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -367695.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367708.093750 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -367708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -367720.562500 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -367720.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -367731.937500 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -367731.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -367741.375000 Penalty: 3956.220947
	Iteration 23Q: 3 clusters Score -367741.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -367747.406250 Penalty: 3956.220947
	Iteration 24Q: 3 clusters Score -367747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -367752.593750 Penalty: 3956.220947
	Iteration 25Q: 3 clusters Score -367752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -367757.656250 Penalty: 3956.220947
	Iteration 26Q: 3 clusters Score -367757.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -367764.218750 Penalty: 3956.220947
	Iteration 27Q: 3 clusters Score -367764.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -367770.937500 Penalty: 3956.220947
	Iteration 28Q: 3 clusters Score -367770.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367778.468750 Penalty: 3956.220947
	Iteration 29Q: 3 clusters Score -367778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -367784.906250 Penalty: 3956.220947
	Iteration 30Q: 3 clusters Score -367784.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -367790.000000 Penalty: 3956.220947
	Iteration 31Q: 3 clusters Score -367790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367793.781250 Penalty: 3956.220947
	Iteration 32Q: 3 clusters Score -367793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367796.687500 Penalty: 3956.220947
	Iteration 33Q: 3 clusters Score -367796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -367798.593750 Penalty: 3956.220947
	Iteration 34Q: 3 clusters Score -367798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367801.968750 Penalty: 3956.220947
	Iteration 35Q: 3 clusters Score -367802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -367807.468750 Penalty: 3956.220947
	Iteration 36Q: 3 clusters Score -367807.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -367808.937500 Penalty: 3956.220947
	Iteration 37Q: 3 clusters Score -367808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367810.687500 Penalty: 3956.220947
	Iteration 38Q: 3 clusters Score -367810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367812.687500 Penalty: 3956.220947
	Iteration 39Q: 3 clusters Score -367812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -367815.718750 Penalty: 3956.220947
	Iteration 40F: 3 clusters Score -367815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -367817.718750 Penalty: 3956.220947
	Iteration 41Q: 3 clusters Score -367817.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367819.968750 Penalty: 3956.220947
	Iteration 42Q: 3 clusters Score -367820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -367822.781250 Penalty: 3956.220947
	Iteration 43Q: 3 clusters Score -367822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -367824.468750 Penalty: 3956.220947
	Iteration 44Q: 3 clusters Score -367824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -367827.687500 Penalty: 3956.220947
	Iteration 45Q: 3 clusters Score -367827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -367828.906250 Penalty: 3956.220947
	Iteration 46Q: 3 clusters Score -367828.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -367831.406250 Penalty: 3956.220947
	Iteration 47Q: 3 clusters Score -367831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -367833.812500 Penalty: 3956.220947
	Iteration 48Q: 3 clusters Score -367833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -367838.437500 Penalty: 3956.220947
	Iteration 49Q: 3 clusters Score -367838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -367840.531250 Penalty: 3956.220947
	Iteration 50Q: 3 clusters Score -367840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -367843.593750 Penalty: 3956.220947
	Iteration 51Q: 3 clusters Score -367843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -367843.593750 Penalty: 3956.220947
	Iteration 52F: 3 clusters Score -367843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -43060.078125 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -43060.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41827.593750 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -41827.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42024.339844 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -42024.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42131.562500 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -42131.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42264.929688 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -42264.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -42339.550781 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -42339.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -42395.812500 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -42395.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42432.250000 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -42432.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -42450.835938 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -42450.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -42460.937500 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -42460.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42480.195312 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -42480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -42484.390625 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -42484.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42499.617188 Penalty: 2939.755371
	Iteration 11Q: 3 clusters Score -42499.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42501.582031 Penalty: 2939.755371
	Iteration 12Q: 3 clusters Score -42501.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42501.582031 Penalty: 2939.755371
	Iteration 13F: 3 clusters Score -42501.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -1214222.125000 Penalty: 2259.107178
	Iteration 0F: 2 clusters Score -1214222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1207193.125000 Penalty: 4518.214355
	Iteration 0F: 3 clusters Score -1207193 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1209220.125000 Penalty: 4518.214355
	Iteration 1F: 3 clusters Score -1209220 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1209573.250000 Penalty: 4518.214355
	Iteration 2F: 3 clusters Score -1209573 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1209907.125000 Penalty: 4518.214355
	Iteration 3F: 3 clusters Score -1209907 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1210230.375000 Penalty: 4518.214355
	Iteration 4F: 3 clusters Score -1210230 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1210523.500000 Penalty: 4518.214355
	Iteration 5F: 3 clusters Score -1210524 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1210785.125000 Penalty: 4518.214355
	Iteration 6Q: 3 clusters Score -1210785 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1211060.375000 Penalty: 4518.214355
	Iteration 7Q: 3 clusters Score -1211060 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1211311.750000 Penalty: 4518.214355
	Iteration 8Q: 3 clusters Score -1211312 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1211514.000000 Penalty: 4518.214355
	Iteration 9Q: 3 clusters Score -1211514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1211660.250000 Penalty: 4518.214355
	Iteration 10Q: 3 clusters Score -1211660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1211778.750000 Penalty: 4518.214355
	Iteration 11Q: 3 clusters Score -1211779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1211873.125000 Penalty: 4518.214355
	Iteration 12Q: 3 clusters Score -1211873 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1211952.375000 Penalty: 4518.214355
	Iteration 13Q: 3 clusters Score -1211952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1212011.625000 Penalty: 4518.214355
	Iteration 14Q: 3 clusters Score -1212012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1212056.875000 Penalty: 4518.214355
	Iteration 15Q: 3 clusters Score -1212057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1212093.125000 Penalty: 4518.214355
	Iteration 16Q: 3 clusters Score -1212093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1212127.250000 Penalty: 4518.214355
	Iteration 17Q: 3 clusters Score -1212127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1212155.125000 Penalty: 4518.214355
	Iteration 18Q: 3 clusters Score -1212155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1212184.125000 Penalty: 4518.214355
	Iteration 19Q: 3 clusters Score -1212184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1212205.125000 Penalty: 4518.214355
	Iteration 20F: 3 clusters Score -1212205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1212224.000000 Penalty: 4518.214355
	Iteration 21Q: 3 clusters Score -1212224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1212241.250000 Penalty: 4518.214355
	Iteration 22Q: 3 clusters Score -1212241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1212250.875000 Penalty: 4518.214355
	Iteration 23Q: 3 clusters Score -1212251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1212255.000000 Penalty: 4518.214355
	Iteration 24Q: 3 clusters Score -1212255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1212260.375000 Penalty: 4518.214355
	Iteration 25Q: 3 clusters Score -1212260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1212261.750000 Penalty: 4518.214355
	Iteration 26Q: 3 clusters Score -1212262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1212264.750000 Penalty: 4518.214355
	Iteration 27Q: 3 clusters Score -1212265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1212267.500000 Penalty: 4518.214355
	Iteration 28Q: 3 clusters Score -1212268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1212271.500000 Penalty: 4518.214355
	Iteration 29Q: 3 clusters Score -1212272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1212272.000000 Penalty: 4518.214355
	Iteration 30Q: 3 clusters Score -1212272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1212273.750000 Penalty: 4518.214355
	Iteration 31Q: 3 clusters Score -1212274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1212274.625000 Penalty: 4518.214355
	Iteration 32Q: 3 clusters Score -1212275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1212276.000000 Penalty: 4518.214355
	Iteration 33Q: 3 clusters Score -1212276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1212275.625000 Penalty: 4518.214355
	Iteration 34Q: 3 clusters Score -1212276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1212277.000000 Penalty: 4518.214355
	Iteration 35Q: 3 clusters Score -1212277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1212278.875000 Penalty: 4518.214355
	Iteration 36Q: 3 clusters Score -1212279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1212279.625000 Penalty: 4518.214355
	Iteration 37Q: 3 clusters Score -1212280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1212280.125000 Penalty: 4518.214355
	Iteration 38Q: 3 clusters Score -1212280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1212282.500000 Penalty: 4518.214355
	Iteration 39Q: 3 clusters Score -1212282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1212285.000000 Penalty: 4518.214355
	Iteration 40F: 3 clusters Score -1212285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1212285.375000 Penalty: 4518.214355
	Iteration 41Q: 3 clusters Score -1212285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1212286.750000 Penalty: 4518.214355
	Iteration 42Q: 3 clusters Score -1212287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1212289.875000 Penalty: 4518.214355
	Iteration 43Q: 3 clusters Score -1212290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1212294.125000 Penalty: 4518.214355
	Iteration 44Q: 3 clusters Score -1212294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1212298.625000 Penalty: 4518.214355
	Iteration 45Q: 3 clusters Score -1212299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1212298.875000 Penalty: 4518.214355
	Iteration 46Q: 3 clusters Score -1212299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1212298.375000 Penalty: 4518.214355
	Iteration 47Q: 3 clusters Score -1212298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1212299.250000 Penalty: 4518.214355
	Iteration 48Q: 3 clusters Score -1212299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1212306.375000 Penalty: 4518.214355
	Iteration 49Q: 3 clusters Score -1212306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1212306.750000 Penalty: 4518.214355
	Iteration 50Q: 3 clusters Score -1212307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1212307.125000 Penalty: 4518.214355
	Iteration 51Q: 3 clusters Score -1212307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1212307.125000 Penalty: 4518.214355
	Iteration 52F: 3 clusters Score -1212307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108705 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125610 members 
Mstep: Class 8 contains 19711 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110279 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777152.000000 Penalty: 68087.054688
Iteration 79Q: 22 clusters Score -6.277715e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108756 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125667 members 
Mstep: Class 8 contains 19711 members 
Mstep: Class 9 contains 45356 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 110126 members 
Mstep: Class 13 contains 29480 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777236.000000 Penalty: 68087.054688
Iteration 80F: 22 clusters Score -6.277724e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108789 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125739 members 
Mstep: Class 8 contains 19706 members 
Mstep: Class 9 contains 45390 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 110004 members 
Mstep: Class 13 contains 29478 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777480.000000 Penalty: 68087.054688
Iteration 81Q: 22 clusters Score -6.277748e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108838 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125757 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 45420 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 109922 members 
Mstep: Class 13 contains 29474 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777432.000000 Penalty: 68087.054688
Iteration 82Q: 22 clusters Score -6.277743e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108886 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125775 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 45450 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 109827 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777520.000000 Penalty: 68087.054688
Iteration 83Q: 22 clusters Score -6.277752e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108943 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125792 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45475 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109740 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777544.000000 Penalty: 68087.054688
Iteration 84Q: 22 clusters Score -6.277754e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 108989 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125809 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 45492 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109663 members 
Mstep: Class 13 contains 29441 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777448.000000 Penalty: 68087.054688
Iteration 85Q: 22 clusters Score -6.277745e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109023 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125819 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 45508 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109619 members 
Mstep: Class 13 contains 29432 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777432.000000 Penalty: 68087.054688
Iteration 86Q: 22 clusters Score -6.277743e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109050 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125834 members 
Mstep: Class 8 contains 19706 members 
Mstep: Class 9 contains 45522 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109564 members 
Mstep: Class 13 contains 29428 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777480.000000 Penalty: 68087.054688
Iteration 87Q: 22 clusters Score -6.277748e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109100 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125807 members 
Mstep: Class 8 contains 19707 members 
Mstep: Class 9 contains 45529 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109518 members 
Mstep: Class 13 contains 29428 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777460.000000 Penalty: 68087.054688
Iteration 88Q: 22 clusters Score -6.277746e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109142 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125796 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45538 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109485 members 
Mstep: Class 13 contains 29426 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 4683 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777392.000000 Penalty: 68087.054688
Iteration 89Q: 22 clusters Score -6.277739e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109172 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125796 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 45547 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109447 members 
Mstep: Class 13 contains 29426 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 4613 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777444.000000 Penalty: 68087.054688
Iteration 90Q: 22 clusters Score -6.277744e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109184 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125819 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 45550 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109404 members 
Mstep: Class 13 contains 29424 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777456.000000 Penalty: 68087.054688
Iteration 91Q: 22 clusters Score -6.277746e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109196 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125841 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 45558 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109350 members 
Mstep: Class 13 contains 29427 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777508.000000 Penalty: 68087.054688
Iteration 92Q: 22 clusters Score -6.277751e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109219 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125849 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45566 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109304 members 
Mstep: Class 13 contains 29430 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777460.000000 Penalty: 68087.054688
Iteration 93Q: 22 clusters Score -6.277746e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109242 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125844 members 
Mstep: Class 8 contains 19706 members 
Mstep: Class 9 contains 45570 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109268 members 
Mstep: Class 13 contains 29429 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 4605 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777416.000000 Penalty: 68087.054688
Iteration 94Q: 22 clusters Score -6.277742e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109247 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125852 members 
Mstep: Class 8 contains 19709 members 
Mstep: Class 9 contains 45577 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109236 members 
Mstep: Class 13 contains 29429 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 4605 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777456.000000 Penalty: 68087.054688
Iteration 95Q: 22 clusters Score -6.277746e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109256 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125867 members 
Mstep: Class 8 contains 19711 members 
Mstep: Class 9 contains 45580 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109203 members 
Mstep: Class 13 contains 29427 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777428.000000 Penalty: 68087.054688
Iteration 96Q: 22 clusters Score -6.277743e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109277 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125867 members 
Mstep: Class 8 contains 19711 members 
Mstep: Class 9 contains 45578 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109179 members 
Mstep: Class 13 contains 29423 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777460.000000 Penalty: 68087.054688
Iteration 97Q: 22 clusters Score -6.277746e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109286 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125871 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 45580 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109157 members 
Mstep: Class 13 contains 29421 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777420.000000 Penalty: 68087.054688
Iteration 98Q: 22 clusters Score -6.277742e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109299 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125880 members 
Mstep: Class 8 contains 19708 members 
Mstep: Class 9 contains 45575 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109138 members 
Mstep: Class 13 contains 29416 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777424.000000 Penalty: 68087.054688
Iteration 99Q: 22 clusters Score -6.277742e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109308 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125887 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45574 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109125 members 
Mstep: Class 13 contains 29411 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777452.000000 Penalty: 68087.054688
Iteration 100F: 22 clusters Score -6.277745e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109327 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125871 members 
Mstep: Class 8 contains 19706 members 
Mstep: Class 9 contains 45575 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109115 members 
Mstep: Class 13 contains 29409 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777476.000000 Penalty: 68087.054688
Iteration 101Q: 22 clusters Score -6.277748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109343 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125867 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45576 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109100 members 
Mstep: Class 13 contains 29406 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777436.000000 Penalty: 68087.054688
Iteration 102Q: 22 clusters Score -6.277744e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109359 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125855 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45577 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29404 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777320.000000 Penalty: 68087.054688
Iteration 103Q: 22 clusters Score -6.277732e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 109375 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125845 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45576 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109081 members 
Mstep: Class 13 contains 29401 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777384.000000 Penalty: 68087.054688
Iteration 104Q: 22 clusters Score -6.277738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109380 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125850 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45579 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109070 members 
Mstep: Class 13 contains 29396 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2666 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777352.000000 Penalty: 68087.054688
Iteration 105Q: 22 clusters Score -6.277735e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109388 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125842 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 45579 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109060 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777400.000000 Penalty: 68087.054688
Iteration 106Q: 22 clusters Score -6.27774e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109400 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125824 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45578 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109060 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2675 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777368.000000 Penalty: 68087.054688
Iteration 107Q: 22 clusters Score -6.277737e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125815 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45580 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109054 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777332.000000 Penalty: 68087.054688
Iteration 108Q: 22 clusters Score -6.277733e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109414 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125794 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45584 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109061 members 
Mstep: Class 13 contains 29399 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777348.000000 Penalty: 68087.054688
Iteration 109Q: 22 clusters Score -6.277735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109422 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125780 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 45584 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109064 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777388.000000 Penalty: 68087.054688
Iteration 110Q: 22 clusters Score -6.277739e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109432 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125765 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 45583 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109069 members 
Mstep: Class 13 contains 29397 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777380.000000 Penalty: 68087.054688
Iteration 111Q: 22 clusters Score -6.277738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109439 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125750 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 45582 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109073 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 2696 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777440.000000 Penalty: 68087.054688
Iteration 112Q: 22 clusters Score -6.277744e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109441 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125745 members 
Mstep: Class 8 contains 19695 members 
Mstep: Class 9 contains 45581 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109077 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2699 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777436.000000 Penalty: 68087.054688
Iteration 113Q: 22 clusters Score -6.277744e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109432 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125730 members 
Mstep: Class 8 contains 19695 members 
Mstep: Class 9 contains 45589 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109087 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2705 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777376.000000 Penalty: 68087.054688
Iteration 114Q: 22 clusters Score -6.277738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109424 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125719 members 
Mstep: Class 8 contains 19694 members 
Mstep: Class 9 contains 45598 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109097 members 
Mstep: Class 13 contains 29396 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777404.000000 Penalty: 68087.054688
Iteration 115Q: 22 clusters Score -6.27774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109428 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125711 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 45599 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109098 members 
Mstep: Class 13 contains 29395 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2715 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777472.000000 Penalty: 68087.054688
Iteration 116Q: 22 clusters Score -6.277747e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109439 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125691 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 45601 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109101 members 
Mstep: Class 13 contains 29394 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777492.000000 Penalty: 68087.054688
Iteration 117Q: 22 clusters Score -6.277749e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109447 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125674 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 45605 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109100 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2729 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777432.000000 Penalty: 68087.054688
Iteration 118Q: 22 clusters Score -6.277743e+07 nChanged 49
Entering ConstructFrom: 
Score: -62777432.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -17663.414062 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -17663.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16716.732422 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -16716.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16769.109375 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -16769.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16799.687500 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -16799.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16857.119141 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -16857.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16870.591797 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -16870.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16876.804688 Penalty: 2567.370361
	Iteration 5Q: 3 clusters Score -16876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16876.804688 Penalty: 2567.370361
	Iteration 6F: 3 clusters Score -16876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -296295.781250 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -296295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -293536.843750 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -293536.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -293995.062500 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -293995.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294120.531250 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -294120.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -294178.281250 Penalty: 3820.243896
	Iteration 3Q: 3 clusters Score -294178.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -294224.500000 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -294224.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -294254.875000 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -294254.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -294277.656250 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -294277.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -294295.406250 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -294295.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -294317.000000 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -294317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -294326.750000 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -294326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294339.218750 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -294339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294345.031250 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -294345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -294350.093750 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -294350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294357.187500 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -294357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -294362.906250 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -294362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -294367.625000 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -294367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -294373.093750 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -294373.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -294377.593750 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -294377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -294380.375000 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -294380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294383.687500 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -294383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294385.000000 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -294385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -294388.656250 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -294388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -294389.062500 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -294389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -294389.062500 Penalty: 3820.243896
	Iteration 23F: 3 clusters Score -294389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -75560.843750 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -75560.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73924.937500 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -73924.94 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74231.453125 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -74231.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74402.312500 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -74402.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74507.031250 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -74507.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74550.406250 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -74550.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74572.859375 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -74572.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74597.195312 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -74597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74642.625000 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -74642.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74662.882812 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -74662.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74678.023438 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -74678.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74690.328125 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -74690.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74697.687500 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -74697.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74709.492188 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -74709.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74716.062500 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -74716.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74716.062500 Penalty: 3204.888184
	Iteration 14F: 3 clusters Score -74716.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Entering Unmasked Estep 
Score: -14714722.000000 Penalty: 2877.608398
	Iteration 0F: 2 clusters Score -1.471472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -14642700.000000 Penalty: 5755.216797
	Iteration 0F: 3 clusters Score -1.46427e+07 nChanged 51770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -14672660.000000 Penalty: 5755.216797
	Iteration 1F: 3 clusters Score -1.467266e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -14674047.000000 Penalty: 5755.216797
	Iteration 2Q: 3 clusters Score -1.467405e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -14675998.000000 Penalty: 5755.216797
	Iteration 3Q: 3 clusters Score -1.4676e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -14678985.000000 Penalty: 5755.216797
	Iteration 4F: 3 clusters Score -1.467898e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -14683167.000000 Penalty: 5755.216797
	Iteration 5F: 3 clusters Score -1.468317e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -14688905.000000 Penalty: 5755.216797
	Iteration 6F: 3 clusters Score -1.46889e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -14695743.000000 Penalty: 5755.216797
	Iteration 7F: 3 clusters Score -1.469574e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -14701074.000000 Penalty: 5755.216797
	Iteration 8F: 3 clusters Score -1.470107e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -14703034.000000 Penalty: 5755.216797
	Iteration 9F: 3 clusters Score -1.470303e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -14703620.000000 Penalty: 5755.216797
	Iteration 10Q: 3 clusters Score -1.470362e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -14703932.000000 Penalty: 5755.216797
	Iteration 11Q: 3 clusters Score -1.470393e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -14704115.000000 Penalty: 5755.216797
	Iteration 12Q: 3 clusters Score -1.470412e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -14704268.000000 Penalty: 5755.216797
	Iteration 13Q: 3 clusters Score -1.470427e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -14704245.000000 Penalty: 5755.216797
	Iteration 14Q: 3 clusters Score -1.470424e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -14704219.000000 Penalty: 5755.216797
	Iteration 15Q: 3 clusters Score -1.470422e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -14704294.000000 Penalty: 5755.216797
	Iteration 16Q: 3 clusters Score -1.470429e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -14704281.000000 Penalty: 5755.216797
	Iteration 17Q: 3 clusters Score -1.470428e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -14704298.000000 Penalty: 5755.216797
	Iteration 18Q: 3 clusters Score -1.47043e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -14704303.000000 Penalty: 5755.216797
	Iteration 19Q: 3 clusters Score -1.47043e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -14704300.000000 Penalty: 5755.216797
	Iteration 20F: 3 clusters Score -1.47043e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -14704331.000000 Penalty: 5755.216797
	Iteration 21Q: 3 clusters Score -1.470433e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -14704320.000000 Penalty: 5755.216797
	Iteration 22Q: 3 clusters Score -1.470432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -14704311.000000 Penalty: 5755.216797
	Iteration 23Q: 3 clusters Score -1.470431e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -14704310.000000 Penalty: 5755.216797
	Iteration 24Q: 3 clusters Score -1.470431e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -14704319.000000 Penalty: 5755.216797
	Iteration 25Q: 3 clusters Score -1.470432e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -14704324.000000 Penalty: 5755.216797
	Iteration 26Q: 3 clusters Score -1.470432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -14704332.000000 Penalty: 5755.216797
	Iteration 27Q: 3 clusters Score -1.470433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -14704354.000000 Penalty: 5755.216797
	Iteration 28Q: 3 clusters Score -1.470435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -14704355.000000 Penalty: 5755.216797
	Iteration 29Q: 3 clusters Score -1.470436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -14704350.000000 Penalty: 5755.216797
	Iteration 30Q: 3 clusters Score -1.470435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -14704350.000000 Penalty: 5755.216797
	Iteration 31Q: 3 clusters Score -1.470435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -14704339.000000 Penalty: 5755.216797
	Iteration 32Q: 3 clusters Score -1.470434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -14704333.000000 Penalty: 5755.216797
	Iteration 33Q: 3 clusters Score -1.470433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -14704346.000000 Penalty: 5755.216797
	Iteration 34Q: 3 clusters Score -1.470435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -14704343.000000 Penalty: 5755.216797
	Iteration 35Q: 3 clusters Score -1.470434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -14704354.000000 Penalty: 5755.216797
	Iteration 36Q: 3 clusters Score -1.470435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -14704360.000000 Penalty: 5755.216797
	Iteration 37Q: 3 clusters Score -1.470436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -14704356.000000 Penalty: 5755.216797
	Iteration 38Q: 3 clusters Score -1.470436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -14704352.000000 Penalty: 5755.216797
	Iteration 39Q: 3 clusters Score -1.470435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -14704353.000000 Penalty: 5755.216797
	Iteration 40F: 3 clusters Score -1.470435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -14704340.000000 Penalty: 5755.216797
	Iteration 41Q: 3 clusters Score -1.470434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -14704353.000000 Penalty: 5755.216797
	Iteration 42Q: 3 clusters Score -1.470435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -14704342.000000 Penalty: 5755.216797
	Iteration 43Q: 3 clusters Score -1.470434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -14704352.000000 Penalty: 5755.216797
	Iteration 44Q: 3 clusters Score -1.470435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -14704350.000000 Penalty: 5755.216797
	Iteration 45Q: 3 clusters Score -1.470435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -14704356.000000 Penalty: 5755.216797
	Iteration 46Q: 3 clusters Score -1.470436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -14704348.000000 Penalty: 5755.216797
	Iteration 47Q: 3 clusters Score -1.470435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -14704341.000000 Penalty: 5755.216797
	Iteration 48Q: 3 clusters Score -1.470434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -14704348.000000 Penalty: 5755.216797
	Iteration 49Q: 3 clusters Score -1.470435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -14704342.000000 Penalty: 5755.216797
	Iteration 50Q: 3 clusters Score -1.470434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -14704343.000000 Penalty: 5755.216797
	Iteration 51Q: 3 clusters Score -1.470434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -14704342.000000 Penalty: 5755.216797
	Iteration 52Q: 3 clusters Score -1.470434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -14704354.000000 Penalty: 5755.216797
	Iteration 53Q: 3 clusters Score -1.470435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -14704347.000000 Penalty: 5755.216797
	Iteration 54Q: 3 clusters Score -1.470435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -14704346.000000 Penalty: 5755.216797
	Iteration 55Q: 3 clusters Score -1.470435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -14704357.000000 Penalty: 5755.216797
	Iteration 56Q: 3 clusters Score -1.470436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -14704349.000000 Penalty: 5755.216797
	Iteration 57Q: 3 clusters Score -1.470435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -14704348.000000 Penalty: 5755.216797
	Iteration 58Q: 3 clusters Score -1.470435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -14704342.000000 Penalty: 5755.216797
	Iteration 59Q: 3 clusters Score -1.470434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -14704345.000000 Penalty: 5755.216797
	Iteration 60F: 3 clusters Score -1.470434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -14704340.000000 Penalty: 5755.216797
	Iteration 61Q: 3 clusters Score -1.470434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -14704337.000000 Penalty: 5755.216797
	Iteration 62Q: 3 clusters Score -1.470434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -14704338.000000 Penalty: 5755.216797
	Iteration 63Q: 3 clusters Score -1.470434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -14704335.000000 Penalty: 5755.216797
	Iteration 64Q: 3 clusters Score -1.470434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -14704335.000000 Penalty: 5755.216797
	Iteration 65F: 3 clusters Score -1.470434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -13096.626953 Penalty: 1174.577148
	Iteration 0F: 2 clusters Score -13096.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12180.908203 Penalty: 2349.154297
	Iteration 0F: 3 clusters Score -12180.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12203.730469 Penalty: 2349.154297
	Iteration 1Q: 3 clusters Score -12203.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12203.730469 Penalty: 2349.154297
	Iteration 2F: 3 clusters Score -12203.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -152299.234375 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -152299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -150088.046875 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -150088 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151071.656250 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -151071.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151988.640625 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -151988.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152785.484375 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -152785.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153270.515625 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -153270.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153452.796875 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -153452.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -153495.000000 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -153495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153530.750000 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -153530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -153574.015625 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -153574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153590.453125 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -153590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -153592.718750 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -153592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153593.515625 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -153593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153593.515625 Penalty: 3592.427734
	Iteration 12F: 3 clusters Score -153593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109454 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 125658 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 45605 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109101 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
Score: -62777164.000000 Penalty: 71329.296875
Splitting cluster 6 changes total score from -62777432.000000 to -62777164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125658 members 
Entering Unmasked Estep 
Score: -16876118.000000 Penalty: 2911.847168
	Iteration 0F: 2 clusters Score -1.687612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -16794916.000000 Penalty: 5823.694336
	Iteration 0F: 3 clusters Score -1.679492e+07 nChanged 59859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -16829496.000000 Penalty: 5823.694336
	Iteration 1F: 3 clusters Score -1.68295e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -16830952.000000 Penalty: 5823.694336
	Iteration 2Q: 3 clusters Score -1.683095e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -16832938.000000 Penalty: 5823.694336
	Iteration 3Q: 3 clusters Score -1.683294e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -16836078.000000 Penalty: 5823.694336
	Iteration 4F: 3 clusters Score -1.683608e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -16841496.000000 Penalty: 5823.694336
	Iteration 5F: 3 clusters Score -1.68415e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -16850060.000000 Penalty: 5823.694336
	Iteration 6F: 3 clusters Score -1.685006e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -16859930.000000 Penalty: 5823.694336
	Iteration 7F: 3 clusters Score -1.685993e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -16867050.000000 Penalty: 5823.694336
	Iteration 8F: 3 clusters Score -1.686705e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 122341 members 
Entering Unmasked Estep 
Score: -16871070.000000 Penalty: 5823.694336
	Iteration 9Q: 3 clusters Score -1.687107e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -16872666.000000 Penalty: 5823.694336
	Iteration 10Q: 3 clusters Score -1.687267e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -16873174.000000 Penalty: 5823.694336
	Iteration 11Q: 3 clusters Score -1.687317e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -16873374.000000 Penalty: 5823.694336
	Iteration 12Q: 3 clusters Score -1.687337e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -16873452.000000 Penalty: 5823.694336
	Iteration 13Q: 3 clusters Score -1.687345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -16873504.000000 Penalty: 5823.694336
	Iteration 14Q: 3 clusters Score -1.68735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -16873534.000000 Penalty: 5823.694336
	Iteration 15Q: 3 clusters Score -1.687353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -16873528.000000 Penalty: 5823.694336
	Iteration 16Q: 3 clusters Score -1.687353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 125381 members 
Entering Unmasked Estep 
Score: -16873540.000000 Penalty: 5823.694336
	Iteration 17Q: 3 clusters Score -1.687354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 125383 members 
Entering Unmasked Estep 
Score: -16873538.000000 Penalty: 5823.694336
	Iteration 18Q: 3 clusters Score -1.687354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -16873560.000000 Penalty: 5823.694336
	Iteration 19Q: 3 clusters Score -1.687356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 125391 members 
Entering Unmasked Estep 
Score: -16873548.000000 Penalty: 5823.694336
	Iteration 20F: 3 clusters Score -1.687355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Entering Unmasked Estep 
Score: -2672610.500000 Penalty: 2452.228516
	Iteration 0F: 2 clusters Score -2672610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2658836.250000 Penalty: 4904.457031
	Iteration 0F: 3 clusters Score -2658836 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2663318.500000 Penalty: 4904.457031
	Iteration 1F: 3 clusters Score -2663318 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2663741.750000 Penalty: 4904.457031
	Iteration 2F: 3 clusters Score -2663742 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2664146.250000 Penalty: 4904.457031
	Iteration 3Q: 3 clusters Score -2664146 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2664485.000000 Penalty: 4904.457031
	Iteration 4Q: 3 clusters Score -2664485 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2664840.000000 Penalty: 4904.457031
	Iteration 5Q: 3 clusters Score -2664840 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2665273.750000 Penalty: 4904.457031
	Iteration 6Q: 3 clusters Score -2665274 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2665759.750000 Penalty: 4904.457031
	Iteration 7Q: 3 clusters Score -2665760 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2666349.250000 Penalty: 4904.457031
	Iteration 8Q: 3 clusters Score -2666349 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2667000.250000 Penalty: 4904.457031
	Iteration 9Q: 3 clusters Score -2667000 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2667722.500000 Penalty: 4904.457031
	Iteration 10F: 3 clusters Score -2667722 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2668461.000000 Penalty: 4904.457031
	Iteration 11Q: 3 clusters Score -2668461 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2669072.250000 Penalty: 4904.457031
	Iteration 12Q: 3 clusters Score -2669072 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2669532.250000 Penalty: 4904.457031
	Iteration 13Q: 3 clusters Score -2669532 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2669847.750000 Penalty: 4904.457031
	Iteration 14Q: 3 clusters Score -2669848 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2670039.250000 Penalty: 4904.457031
	Iteration 15Q: 3 clusters Score -2670039 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2670174.000000 Penalty: 4904.457031
	Iteration 16Q: 3 clusters Score -2670174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2670264.000000 Penalty: 4904.457031
	Iteration 17Q: 3 clusters Score -2670264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2670316.250000 Penalty: 4904.457031
	Iteration 18Q: 3 clusters Score -2670316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2670366.250000 Penalty: 4904.457031
	Iteration 19Q: 3 clusters Score -2670366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2670384.250000 Penalty: 4904.457031
	Iteration 20F: 3 clusters Score -2670384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2670404.000000 Penalty: 4904.457031
	Iteration 21Q: 3 clusters Score -2670404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2670421.250000 Penalty: 4904.457031
	Iteration 22Q: 3 clusters Score -2670421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2670436.500000 Penalty: 4904.457031
	Iteration 23Q: 3 clusters Score -2670436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2670455.250000 Penalty: 4904.457031
	Iteration 24Q: 3 clusters Score -2670455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2670479.500000 Penalty: 4904.457031
	Iteration 25Q: 3 clusters Score -2670480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2670491.250000 Penalty: 4904.457031
	Iteration 26Q: 3 clusters Score -2670491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2670497.250000 Penalty: 4904.457031
	Iteration 27Q: 3 clusters Score -2670497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2670507.000000 Penalty: 4904.457031
	Iteration 28Q: 3 clusters Score -2670507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2670511.250000 Penalty: 4904.457031
	Iteration 29Q: 3 clusters Score -2670511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2670516.750000 Penalty: 4904.457031
	Iteration 30Q: 3 clusters Score -2670517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2670525.000000 Penalty: 4904.457031
	Iteration 31Q: 3 clusters Score -2670525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2670523.750000 Penalty: 4904.457031
	Iteration 32Q: 3 clusters Score -2670524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2670527.000000 Penalty: 4904.457031
	Iteration 33Q: 3 clusters Score -2670527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2670533.000000 Penalty: 4904.457031
	Iteration 34Q: 3 clusters Score -2670533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2670532.750000 Penalty: 4904.457031
	Iteration 35Q: 3 clusters Score -2670533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2670537.000000 Penalty: 4904.457031
	Iteration 36Q: 3 clusters Score -2670537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2670542.250000 Penalty: 4904.457031
	Iteration 37Q: 3 clusters Score -2670542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2670543.750000 Penalty: 4904.457031
	Iteration 38Q: 3 clusters Score -2670544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2670548.750000 Penalty: 4904.457031
	Iteration 39Q: 3 clusters Score -2670549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2670554.250000 Penalty: 4904.457031
	Iteration 40F: 3 clusters Score -2670554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2670553.750000 Penalty: 4904.457031
	Iteration 41Q: 3 clusters Score -2670554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2670554.750000 Penalty: 4904.457031
	Iteration 42Q: 3 clusters Score -2670555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2670554.750000 Penalty: 4904.457031
	Iteration 43Q: 3 clusters Score -2670555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2670558.000000 Penalty: 4904.457031
	Iteration 44Q: 3 clusters Score -2670558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2670557.000000 Penalty: 4904.457031
	Iteration 45Q: 3 clusters Score -2670557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2670558.500000 Penalty: 4904.457031
	Iteration 46Q: 3 clusters Score -2670558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2670555.500000 Penalty: 4904.457031
	Iteration 47Q: 3 clusters Score -2670556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2670558.250000 Penalty: 4904.457031
	Iteration 48Q: 3 clusters Score -2670558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2670558.500000 Penalty: 4904.457031
	Iteration 49Q: 3 clusters Score -2670558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2670558.250000 Penalty: 4904.457031
	Iteration 50Q: 3 clusters Score -2670558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2670559.250000 Penalty: 4904.457031
	Iteration 51Q: 3 clusters Score -2670559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2670560.000000 Penalty: 4904.457031
	Iteration 52Q: 3 clusters Score -2670560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2670560.000000 Penalty: 4904.457031
	Iteration 53F: 3 clusters Score -2670560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Entering Unmasked Estep 
Score: -5965859.500000 Penalty: 2660.487549
	Iteration 0F: 2 clusters Score -5965860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5935019.500000 Penalty: 5320.975098
	Iteration 0F: 3 clusters Score -5935020 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5946372.500000 Penalty: 5320.975098
	Iteration 1F: 3 clusters Score -5946372 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5946942.500000 Penalty: 5320.975098
	Iteration 2Q: 3 clusters Score -5946942 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -5947484.500000 Penalty: 5320.975098
	Iteration 3Q: 3 clusters Score -5947484 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5948169.000000 Penalty: 5320.975098
	Iteration 4Q: 3 clusters Score -5948169 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5949061.500000 Penalty: 5320.975098
	Iteration 5Q: 3 clusters Score -5949062 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5950199.000000 Penalty: 5320.975098
	Iteration 6Q: 3 clusters Score -5950199 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5951766.500000 Penalty: 5320.975098
	Iteration 7F: 3 clusters Score -5951766 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5953699.000000 Penalty: 5320.975098
	Iteration 8F: 3 clusters Score -5953699 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -5955840.500000 Penalty: 5320.975098
	Iteration 9F: 3 clusters Score -5955840 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5958048.000000 Penalty: 5320.975098
	Iteration 10F: 3 clusters Score -5958048 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5959913.500000 Penalty: 5320.975098
	Iteration 11F: 3 clusters Score -5959914 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5961278.000000 Penalty: 5320.975098
	Iteration 12Q: 3 clusters Score -5961278 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5962147.000000 Penalty: 5320.975098
	Iteration 13Q: 3 clusters Score -5962147 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5962678.500000 Penalty: 5320.975098
	Iteration 14Q: 3 clusters Score -5962678 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5962977.500000 Penalty: 5320.975098
	Iteration 15Q: 3 clusters Score -5962978 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5963180.000000 Penalty: 5320.975098
	Iteration 16Q: 3 clusters Score -5963180 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5963310.500000 Penalty: 5320.975098
	Iteration 17Q: 3 clusters Score -5963310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5963411.000000 Penalty: 5320.975098
	Iteration 18Q: 3 clusters Score -5963411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5963463.500000 Penalty: 5320.975098
	Iteration 19Q: 3 clusters Score -5963464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5963501.000000 Penalty: 5320.975098
	Iteration 20F: 3 clusters Score -5963501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5963512.500000 Penalty: 5320.975098
	Iteration 21Q: 3 clusters Score -5963512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5963527.500000 Penalty: 5320.975098
	Iteration 22Q: 3 clusters Score -5963528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5963534.500000 Penalty: 5320.975098
	Iteration 23Q: 3 clusters Score -5963534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5963552.500000 Penalty: 5320.975098
	Iteration 24Q: 3 clusters Score -5963552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5963557.000000 Penalty: 5320.975098
	Iteration 25Q: 3 clusters Score -5963557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5963561.000000 Penalty: 5320.975098
	Iteration 26Q: 3 clusters Score -5963561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5963564.000000 Penalty: 5320.975098
	Iteration 27Q: 3 clusters Score -5963564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5963578.500000 Penalty: 5320.975098
	Iteration 28Q: 3 clusters Score -5963578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5963581.500000 Penalty: 5320.975098
	Iteration 29Q: 3 clusters Score -5963582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5963593.500000 Penalty: 5320.975098
	Iteration 30Q: 3 clusters Score -5963594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5963600.000000 Penalty: 5320.975098
	Iteration 31Q: 3 clusters Score -5963600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5963602.500000 Penalty: 5320.975098
	Iteration 32Q: 3 clusters Score -5963602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5963606.000000 Penalty: 5320.975098
	Iteration 33Q: 3 clusters Score -5963606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5963603.000000 Penalty: 5320.975098
	Iteration 34Q: 3 clusters Score -5963603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5963606.500000 Penalty: 5320.975098
	Iteration 35Q: 3 clusters Score -5963606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5963605.000000 Penalty: 5320.975098
	Iteration 36Q: 3 clusters Score -5963605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5963605.000000 Penalty: 5320.975098
	Iteration 37Q: 3 clusters Score -5963605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5963605.000000 Penalty: 5320.975098
	Iteration 38F: 3 clusters Score -5963605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -412424.906250 Penalty: 1995.067261
	Iteration 0F: 2 clusters Score -412424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -409097.437500 Penalty: 3990.134521
	Iteration 0F: 3 clusters Score -409097.4 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -409812.500000 Penalty: 3990.134521
	Iteration 1F: 3 clusters Score -409812.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -409968.718750 Penalty: 3990.134521
	Iteration 2F: 3 clusters Score -409968.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -410070.062500 Penalty: 3990.134521
	Iteration 3Q: 3 clusters Score -410070.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -410122.218750 Penalty: 3990.134521
	Iteration 4Q: 3 clusters Score -410122.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -410164.906250 Penalty: 3990.134521
	Iteration 5Q: 3 clusters Score -410164.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -410204.500000 Penalty: 3990.134521
	Iteration 6Q: 3 clusters Score -410204.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -410232.156250 Penalty: 3990.134521
	Iteration 7Q: 3 clusters Score -410232.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -410266.968750 Penalty: 3990.134521
	Iteration 8Q: 3 clusters Score -410267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -410294.656250 Penalty: 3990.134521
	Iteration 9Q: 3 clusters Score -410294.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -410317.218750 Penalty: 3990.134521
	Iteration 10Q: 3 clusters Score -410317.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -410345.218750 Penalty: 3990.134521
	Iteration 11Q: 3 clusters Score -410345.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -410367.843750 Penalty: 3990.134521
	Iteration 12Q: 3 clusters Score -410367.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -410390.937500 Penalty: 3990.134521
	Iteration 13Q: 3 clusters Score -410390.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -410415.875000 Penalty: 3990.134521
	Iteration 14Q: 3 clusters Score -410415.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -410450.843750 Penalty: 3990.134521
	Iteration 15Q: 3 clusters Score -410450.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -410493.593750 Penalty: 3990.134521
	Iteration 16Q: 3 clusters Score -410493.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -410558.625000 Penalty: 3990.134521
	Iteration 17Q: 3 clusters Score -410558.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -410631.656250 Penalty: 3990.134521
	Iteration 18Q: 3 clusters Score -410631.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -410742.125000 Penalty: 3990.134521
	Iteration 19Q: 3 clusters Score -410742.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -410882.625000 Penalty: 3990.134521
	Iteration 20F: 3 clusters Score -410882.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -411036.843750 Penalty: 3990.134521
	Iteration 21Q: 3 clusters Score -411036.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -411198.125000 Penalty: 3990.134521
	Iteration 22Q: 3 clusters Score -411198.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -411342.093750 Penalty: 3990.134521
	Iteration 23Q: 3 clusters Score -411342.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -411488.218750 Penalty: 3990.134521
	Iteration 24Q: 3 clusters Score -411488.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -411651.531250 Penalty: 3990.134521
	Iteration 25Q: 3 clusters Score -411651.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411805.062500 Penalty: 3990.134521
	Iteration 26Q: 3 clusters Score -411805.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -411937.968750 Penalty: 3990.134521
	Iteration 27Q: 3 clusters Score -411938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412033.156250 Penalty: 3990.134521
	Iteration 28Q: 3 clusters Score -412033.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -412100.937500 Penalty: 3990.134521
	Iteration 29Q: 3 clusters Score -412100.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -412132.125000 Penalty: 3990.134521
	Iteration 30Q: 3 clusters Score -412132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -412149.906250 Penalty: 3990.134521
	Iteration 31Q: 3 clusters Score -412149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -412156.031250 Penalty: 3990.134521
	Iteration 32Q: 3 clusters Score -412156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -412163.593750 Penalty: 3990.134521
	Iteration 33Q: 3 clusters Score -412163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -412169.968750 Penalty: 3990.134521
	Iteration 34Q: 3 clusters Score -412170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -412172.875000 Penalty: 3990.134521
	Iteration 35Q: 3 clusters Score -412172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -412176.750000 Penalty: 3990.134521
	Iteration 36Q: 3 clusters Score -412176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -412176.500000 Penalty: 3990.134521
	Iteration 37Q: 3 clusters Score -412176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -412177.625000 Penalty: 3990.134521
	Iteration 38Q: 3 clusters Score -412177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -412177.625000 Penalty: 3990.134521
	Iteration 39F: 3 clusters Score -412177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -55376.511719 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -55376.51 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 294 members 
Entering Unmasked Estep 
Score: -54100.156250 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -54100.16 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54931.875000 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -54931.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55403.941406 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -55403.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55784.066406 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -55784.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -56048.015625 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -56048.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56080.937500 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -56080.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56097.164062 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -56097.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -56113.566406 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -56113.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56187.964844 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -56187.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56188.929688 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -56188.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56188.929688 Penalty: 3157.769287
	Iteration 10F: 3 clusters Score -56188.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109454 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125658 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 45605 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 143 members 
Mstep: Class 12 contains 109101 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
Score: -62776568.000000 Penalty: 71329.296875
Splitting cluster 11 changes total score from -62777432.000000 to -62776568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (109101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Entering Unmasked Estep 
Score: -14630807.000000 Penalty: 2876.807129
	Iteration 0F: 2 clusters Score -1.463081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -14558306.000000 Penalty: 5753.614258
	Iteration 0F: 3 clusters Score -1.455831e+07 nChanged 51575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -14587814.000000 Penalty: 5753.614258
	Iteration 1F: 3 clusters Score -1.458781e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -14588795.000000 Penalty: 5753.614258
	Iteration 2Q: 3 clusters Score -1.45888e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -14589956.000000 Penalty: 5753.614258
	Iteration 3Q: 3 clusters Score -1.458996e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -14591692.000000 Penalty: 5753.614258
	Iteration 4Q: 3 clusters Score -1.459169e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -14594127.000000 Penalty: 5753.614258
	Iteration 5Q: 3 clusters Score -1.459413e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -14598020.000000 Penalty: 5753.614258
	Iteration 6F: 3 clusters Score -1.459802e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -14603509.000000 Penalty: 5753.614258
	Iteration 7F: 3 clusters Score -1.460351e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -14610248.000000 Penalty: 5753.614258
	Iteration 8F: 3 clusters Score -1.461025e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -14616602.000000 Penalty: 5753.614258
	Iteration 9F: 3 clusters Score -1.46166e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -14621581.000000 Penalty: 5753.614258
	Iteration 10Q: 3 clusters Score -1.462158e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -14624623.000000 Penalty: 5753.614258
	Iteration 11Q: 3 clusters Score -1.462462e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -14626493.000000 Penalty: 5753.614258
	Iteration 12Q: 3 clusters Score -1.462649e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14627637.000000 Penalty: 5753.614258
	Iteration 13Q: 3 clusters Score -1.462764e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14628177.000000 Penalty: 5753.614258
	Iteration 14Q: 3 clusters Score -1.462818e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14628493.000000 Penalty: 5753.614258
	Iteration 15Q: 3 clusters Score -1.462849e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14628699.000000 Penalty: 5753.614258
	Iteration 16Q: 3 clusters Score -1.46287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14628792.000000 Penalty: 5753.614258
	Iteration 17Q: 3 clusters Score -1.462879e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14628868.000000 Penalty: 5753.614258
	Iteration 18Q: 3 clusters Score -1.462887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14628933.000000 Penalty: 5753.614258
	Iteration 19Q: 3 clusters Score -1.462893e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14628964.000000 Penalty: 5753.614258
	Iteration 20F: 3 clusters Score -1.462896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14628984.000000 Penalty: 5753.614258
	Iteration 21Q: 3 clusters Score -1.462898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108488 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14629012.000000 Penalty: 5753.614258
	Iteration 22Q: 3 clusters Score -1.462901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14629013.000000 Penalty: 5753.614258
	Iteration 23Q: 3 clusters Score -1.462901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14629038.000000 Penalty: 5753.614258
	Iteration 24Q: 3 clusters Score -1.462904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14629032.000000 Penalty: 5753.614258
	Iteration 25Q: 3 clusters Score -1.462903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14629035.000000 Penalty: 5753.614258
	Iteration 26Q: 3 clusters Score -1.462904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14629039.000000 Penalty: 5753.614258
	Iteration 27Q: 3 clusters Score -1.462904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14629048.000000 Penalty: 5753.614258
	Iteration 28Q: 3 clusters Score -1.462905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14629033.000000 Penalty: 5753.614258
	Iteration 29Q: 3 clusters Score -1.462903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14629039.000000 Penalty: 5753.614258
	Iteration 30Q: 3 clusters Score -1.462904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14629039.000000 Penalty: 5753.614258
	Iteration 31F: 3 clusters Score -1.462904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Entering Unmasked Estep 
Score: -4014582.250000 Penalty: 2551.542480
	Iteration 0F: 2 clusters Score -4014582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3994285.500000 Penalty: 5103.084961
	Iteration 0F: 3 clusters Score -3994286 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4001358.500000 Penalty: 5103.084961
	Iteration 1F: 3 clusters Score -4001358 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4001777.750000 Penalty: 5103.084961
	Iteration 2Q: 3 clusters Score -4001778 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4002167.750000 Penalty: 5103.084961
	Iteration 3Q: 3 clusters Score -4002168 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4002459.000000 Penalty: 5103.084961
	Iteration 4Q: 3 clusters Score -4002459 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4002723.250000 Penalty: 5103.084961
	Iteration 5Q: 3 clusters Score -4002723 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4002977.750000 Penalty: 5103.084961
	Iteration 6Q: 3 clusters Score -4002978 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4003223.000000 Penalty: 5103.084961
	Iteration 7Q: 3 clusters Score -4003223 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4003486.750000 Penalty: 5103.084961
	Iteration 8Q: 3 clusters Score -4003487 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4003828.750000 Penalty: 5103.084961
	Iteration 9Q: 3 clusters Score -4003829 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4004254.750000 Penalty: 5103.084961
	Iteration 10Q: 3 clusters Score -4004255 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4004829.500000 Penalty: 5103.084961
	Iteration 11Q: 3 clusters Score -4004830 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4005609.750000 Penalty: 5103.084961
	Iteration 12Q: 3 clusters Score -4005610 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4006610.250000 Penalty: 5103.084961
	Iteration 13F: 3 clusters Score -4006610 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4007760.000000 Penalty: 5103.084961
	Iteration 14F: 3 clusters Score -4007760 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4008973.750000 Penalty: 5103.084961
	Iteration 15F: 3 clusters Score -4008974 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4010113.250000 Penalty: 5103.084961
	Iteration 16Q: 3 clusters Score -4010113 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4010870.000000 Penalty: 5103.084961
	Iteration 17Q: 3 clusters Score -4010870 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4011443.250000 Penalty: 5103.084961
	Iteration 18Q: 3 clusters Score -4011443 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4011827.750000 Penalty: 5103.084961
	Iteration 19Q: 3 clusters Score -4011828 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4012053.750000 Penalty: 5103.084961
	Iteration 20F: 3 clusters Score -4012054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4012201.000000 Penalty: 5103.084961
	Iteration 21Q: 3 clusters Score -4012201 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4012292.750000 Penalty: 5103.084961
	Iteration 22Q: 3 clusters Score -4012293 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4012341.000000 Penalty: 5103.084961
	Iteration 23Q: 3 clusters Score -4012341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4012372.750000 Penalty: 5103.084961
	Iteration 24Q: 3 clusters Score -4012373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4012413.750000 Penalty: 5103.084961
	Iteration 25Q: 3 clusters Score -4012414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4012446.750000 Penalty: 5103.084961
	Iteration 26Q: 3 clusters Score -4012447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4012460.500000 Penalty: 5103.084961
	Iteration 27Q: 3 clusters Score -4012460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4012470.000000 Penalty: 5103.084961
	Iteration 28Q: 3 clusters Score -4012470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4012479.000000 Penalty: 5103.084961
	Iteration 29Q: 3 clusters Score -4012479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4012482.500000 Penalty: 5103.084961
	Iteration 30Q: 3 clusters Score -4012482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4012499.000000 Penalty: 5103.084961
	Iteration 31Q: 3 clusters Score -4012499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4012503.750000 Penalty: 5103.084961
	Iteration 32Q: 3 clusters Score -4012504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4012504.750000 Penalty: 5103.084961
	Iteration 33Q: 3 clusters Score -4012505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4012504.500000 Penalty: 5103.084961
	Iteration 34Q: 3 clusters Score -4012504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4012512.000000 Penalty: 5103.084961
	Iteration 35Q: 3 clusters Score -4012512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4012515.500000 Penalty: 5103.084961
	Iteration 36Q: 3 clusters Score -4012516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4012522.750000 Penalty: 5103.084961
	Iteration 37Q: 3 clusters Score -4012523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4012533.500000 Penalty: 5103.084961
	Iteration 38Q: 3 clusters Score -4012534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4012531.250000 Penalty: 5103.084961
	Iteration 39Q: 3 clusters Score -4012531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4012535.750000 Penalty: 5103.084961
	Iteration 40F: 3 clusters Score -4012536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4012533.500000 Penalty: 5103.084961
	Iteration 41Q: 3 clusters Score -4012534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4012539.000000 Penalty: 5103.084961
	Iteration 42Q: 3 clusters Score -4012539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4012548.000000 Penalty: 5103.084961
	Iteration 43Q: 3 clusters Score -4012548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4012549.750000 Penalty: 5103.084961
	Iteration 44Q: 3 clusters Score -4012550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4012553.750000 Penalty: 5103.084961
	Iteration 45Q: 3 clusters Score -4012554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4012556.750000 Penalty: 5103.084961
	Iteration 46Q: 3 clusters Score -4012557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4012553.500000 Penalty: 5103.084961
	Iteration 47Q: 3 clusters Score -4012554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4012555.250000 Penalty: 5103.084961
	Iteration 48Q: 3 clusters Score -4012555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -4012553.250000 Penalty: 5103.084961
	Iteration 49Q: 3 clusters Score -4012553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -4012553.250000 Penalty: 5103.084961
	Iteration 50F: 3 clusters Score -4012553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -301201.750000 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -301201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -298272.437500 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -298272.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -298853.468750 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -298853.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -299011.906250 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -299011.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299100.843750 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -299100.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -299162.656250 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -299162.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -299195.531250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -299195.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -299219.312500 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -299219.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -299244.062500 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -299244.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -299271.781250 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -299271.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -299306.875000 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -299306.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -299355.968750 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -299356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -299411.000000 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -299411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299463.250000 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -299463.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -299507.937500 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -299507.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -299543.656250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -299543.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -299581.812500 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -299581.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -299620.875000 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -299620.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -299665.000000 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -299665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -299722.343750 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -299722.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -299804.656250 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -299804.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -299902.812500 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -299902.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -300018.125000 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -300018.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -300123.031250 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -300123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -300192.656250 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -300192.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -300248.906250 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -300248.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -300289.562500 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -300289.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -300309.843750 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -300309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -300321.781250 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -300321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -300325.718750 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -300325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -300329.593750 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -300329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -300332.250000 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -300332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -300338.187500 Penalty: 3859.030273
	Iteration 31Q: 3 clusters Score -300338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -300344.968750 Penalty: 3859.030273
	Iteration 32Q: 3 clusters Score -300345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -300350.843750 Penalty: 3859.030273
	Iteration 33Q: 3 clusters Score -300350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -300359.187500 Penalty: 3859.030273
	Iteration 34Q: 3 clusters Score -300359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -300369.031250 Penalty: 3859.030273
	Iteration 35Q: 3 clusters Score -300369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -300375.156250 Penalty: 3859.030273
	Iteration 36Q: 3 clusters Score -300375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -300377.062500 Penalty: 3859.030273
	Iteration 37Q: 3 clusters Score -300377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -300378.156250 Penalty: 3859.030273
	Iteration 38Q: 3 clusters Score -300378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -300378.250000 Penalty: 3859.030273
	Iteration 39Q: 3 clusters Score -300378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -300378.250000 Penalty: 3859.030273
	Iteration 40F: 3 clusters Score -300378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -278152.656250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -278152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275431.781250 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -275431.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275941.000000 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -275941 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -276078.781250 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -276078.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276186.218750 Penalty: 3816.644531
	Iteration 3Q: 3 clusters Score -276186.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276292.187500 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -276292.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -276369.875000 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -276369.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -276421.781250 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -276421.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -276473.156250 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -276473.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -276537.468750 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -276537.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -276598.187500 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -276598.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -276649.781250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -276649.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -276695.562500 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -276695.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -276744.031250 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -276744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -276785.375000 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -276785.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -276815.750000 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -276815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -276841.468750 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -276841.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -276860.531250 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -276860.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -276879.062500 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -276879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276898.031250 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -276898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -276924.468750 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -276924.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -276948.468750 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -276948.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -276961.500000 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -276961.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -276974.843750 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -276974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -276992.593750 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -276992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -277005.718750 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -277005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -277015.250000 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -277015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -277026.593750 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -277026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -277032.437500 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -277032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277035.250000 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -277035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -277037.468750 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -277037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -277038.562500 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -277038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -277039.531250 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -277039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -277040.281250 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -277040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -277040.468750 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -277040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -277041.437500 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -277041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277042.843750 Penalty: 3816.644531
	Iteration 35Q: 3 clusters Score -277042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277042.843750 Penalty: 3816.644531
	Iteration 36F: 3 clusters Score -277042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -626521.500000 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -626521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -622301.687500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -622301.7 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -623245.062500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -623245.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -623436.312500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -623436.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -623565.187500 Penalty: 4183.278320
	Iteration 3Q: 3 clusters Score -623565.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -623669.812500 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -623669.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -623743.187500 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -623743.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -623789.250000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -623789.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -623821.375000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -623821.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -623846.312500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -623846.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -623866.062500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -623866.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -623885.500000 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -623885.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -623903.437500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -623903.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -623922.812500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -623922.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -623943.625000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -623943.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -623960.750000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -623960.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -623980.375000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -623980.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -624007.562500 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -624007.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -624032.375000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -624032.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -624052.250000 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -624052.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -624075.250000 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -624075.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -624097.500000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -624097.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -624120.312500 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -624120.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -624147.875000 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -624147.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -624174.000000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -624174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -624205.500000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -624205.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -624238.562500 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -624238.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -624270.625000 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -624270.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -624304.562500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -624304.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -624343.000000 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -624343 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -624382.062500 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -624382.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -624418.000000 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -624418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -624465.187500 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -624465.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -624521.125000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -624521.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -624565.250000 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -624565.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -624615.187500 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -624615.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -624662.125000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -624662.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -624702.750000 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -624702.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -624728.625000 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -624728.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -624748.000000 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -624748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -624764.500000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -624764.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -624777.375000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -624777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -624785.937500 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -624785.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -624794.687500 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -624794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -624806.062500 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -624806.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -624817.875000 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -624817.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -624825.937500 Penalty: 4183.278320
	Iteration 45Q: 3 clusters Score -624825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -624829.500000 Penalty: 4183.278320
	Iteration 46Q: 3 clusters Score -624829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -624832.625000 Penalty: 4183.278320
	Iteration 47Q: 3 clusters Score -624832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -624833.812500 Penalty: 4183.278320
	Iteration 48Q: 3 clusters Score -624833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -624834.750000 Penalty: 4183.278320
	Iteration 49Q: 3 clusters Score -624834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -624834.500000 Penalty: 4183.278320
	Iteration 50Q: 3 clusters Score -624834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -624835.312500 Penalty: 4183.278320
	Iteration 51Q: 3 clusters Score -624835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -624835.500000 Penalty: 4183.278320
	Iteration 52Q: 3 clusters Score -624835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -624835.687500 Penalty: 4183.278320
	Iteration 53Q: 3 clusters Score -624835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -624838.125000 Penalty: 4183.278320
	Iteration 54Q: 3 clusters Score -624838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -624838.562500 Penalty: 4183.278320
	Iteration 55Q: 3 clusters Score -624838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -624839.125000 Penalty: 4183.278320
	Iteration 56Q: 3 clusters Score -624839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -624839.125000 Penalty: 4183.278320
	Iteration 57F: 3 clusters Score -624839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -626432.375000 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -626432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -622129.875000 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -622129.9 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -623117.875000 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -623117.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -623335.187500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -623335.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -623474.437500 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -623474.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -623614.000000 Penalty: 4192.569824
	Iteration 4Q: 3 clusters Score -623614 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -623734.875000 Penalty: 4192.569824
	Iteration 5Q: 3 clusters Score -623734.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -623861.812500 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -623861.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -623978.437500 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -623978.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -624108.500000 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -624108.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -624224.687500 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -624224.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -624339.250000 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -624339.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -624444.437500 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -624444.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -624524.125000 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -624524.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -624602.500000 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -624602.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -624667.062500 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -624667.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -624716.687500 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -624716.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -624756.562500 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -624756.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -624783.625000 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -624783.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -624799.062500 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -624799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -624806.250000 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -624806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -624818.250000 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -624818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -624835.250000 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -624835.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -624848.500000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -624848.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -624860.250000 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -624860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -624867.875000 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -624867.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -624878.500000 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -624878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -624886.750000 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -624886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -624890.375000 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -624890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -624895.312500 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -624895.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -624900.000000 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -624900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -624903.625000 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -624903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -624904.750000 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -624904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -624904.625000 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -624904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -624904.625000 Penalty: 4192.569824
	Iteration 33F: 3 clusters Score -624904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -369450.593750 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -369450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366324.593750 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -366324.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366911.937500 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -366911.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -367091.625000 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -367091.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -367208.125000 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -367208.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -367291.281250 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -367291.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -367391.656250 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -367391.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -367510.343750 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -367510.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -367594.343750 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -367594.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -367654.593750 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -367654.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -367710.343750 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -367710.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -367757.718750 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -367757.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -367790.031250 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -367790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -367821.468750 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -367821.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -367845.312500 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -367845.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -367870.781250 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -367870.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -367902.875000 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -367902.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -367920.437500 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -367920.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -367936.531250 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -367936.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -367955.250000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -367955.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -367968.656250 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -367968.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -367976.718750 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -367976.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -367987.187500 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -367987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -367996.062500 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -367996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -367999.343750 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -367999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -368002.593750 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -368002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -368006.656250 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -368006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -368009.687500 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -368009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -368011.687500 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -368011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -368012.687500 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -368012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -368014.375000 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -368014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -368015.406250 Penalty: 3925.469238
	Iteration 30Q: 3 clusters Score -368015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -368016.750000 Penalty: 3925.469238
	Iteration 31Q: 3 clusters Score -368016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -368017.906250 Penalty: 3925.469238
	Iteration 32Q: 3 clusters Score -368017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -368020.406250 Penalty: 3925.469238
	Iteration 33Q: 3 clusters Score -368020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -368020.250000 Penalty: 3925.469238
	Iteration 34Q: 3 clusters Score -368020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -368021.250000 Penalty: 3925.469238
	Iteration 35Q: 3 clusters Score -368021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -368022.343750 Penalty: 3925.469238
	Iteration 36Q: 3 clusters Score -368022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -368022.218750 Penalty: 3925.469238
	Iteration 37Q: 3 clusters Score -368022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -368022.218750 Penalty: 3925.469238
	Iteration 38Q: 3 clusters Score -368022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -368022.218750 Penalty: 3925.469238
	Iteration 39F: 3 clusters Score -368022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -370038.437500 Penalty: 1978.365967
	Iteration 0F: 2 clusters Score -370038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -366847.375000 Penalty: 3956.731934
	Iteration 0F: 3 clusters Score -366847.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367485.468750 Penalty: 3956.731934
	Iteration 1F: 3 clusters Score -367485.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367645.000000 Penalty: 3956.731934
	Iteration 2F: 3 clusters Score -367645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -367720.656250 Penalty: 3956.731934
	Iteration 3Q: 3 clusters Score -367720.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -367771.031250 Penalty: 3956.731934
	Iteration 4Q: 3 clusters Score -367771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -367798.281250 Penalty: 3956.731934
	Iteration 5Q: 3 clusters Score -367798.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367813.593750 Penalty: 3956.731934
	Iteration 6Q: 3 clusters Score -367813.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367822.500000 Penalty: 3956.731934
	Iteration 7Q: 3 clusters Score -367822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -367828.312500 Penalty: 3956.731934
	Iteration 8Q: 3 clusters Score -367828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367833.968750 Penalty: 3956.731934
	Iteration 9Q: 3 clusters Score -367834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -367839.437500 Penalty: 3956.731934
	Iteration 10Q: 3 clusters Score -367839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -367843.812500 Penalty: 3956.731934
	Iteration 11Q: 3 clusters Score -367843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -367847.812500 Penalty: 3956.731934
	Iteration 12Q: 3 clusters Score -367847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367851.343750 Penalty: 3956.731934
	Iteration 13Q: 3 clusters Score -367851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -367854.843750 Penalty: 3956.731934
	Iteration 14Q: 3 clusters Score -367854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -367858.437500 Penalty: 3956.731934
	Iteration 15Q: 3 clusters Score -367858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367860.031250 Penalty: 3956.731934
	Iteration 16Q: 3 clusters Score -367860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -367863.093750 Penalty: 3956.731934
	Iteration 17Q: 3 clusters Score -367863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -367865.031250 Penalty: 3956.731934
	Iteration 18Q: 3 clusters Score -367865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367866.656250 Penalty: 3956.731934
	Iteration 19Q: 3 clusters Score -367866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -367868.531250 Penalty: 3956.731934
	Iteration 20F: 3 clusters Score -367868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -367870.312500 Penalty: 3956.731934
	Iteration 21Q: 3 clusters Score -367870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -367871.531250 Penalty: 3956.731934
	Iteration 22Q: 3 clusters Score -367871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -367873.125000 Penalty: 3956.731934
	Iteration 23Q: 3 clusters Score -367873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367873.812500 Penalty: 3956.731934
	Iteration 24Q: 3 clusters Score -367873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -367873.656250 Penalty: 3956.731934
	Iteration 25Q: 3 clusters Score -367873.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367876.250000 Penalty: 3956.731934
	Iteration 26Q: 3 clusters Score -367876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -367876.843750 Penalty: 3956.731934
	Iteration 27Q: 3 clusters Score -367876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -367877.281250 Penalty: 3956.731934
	Iteration 28Q: 3 clusters Score -367877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -367877.531250 Penalty: 3956.731934
	Iteration 29Q: 3 clusters Score -367877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367879.031250 Penalty: 3956.731934
	Iteration 30Q: 3 clusters Score -367879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -367878.312500 Penalty: 3956.731934
	Iteration 31Q: 3 clusters Score -367878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -367878.312500 Penalty: 3956.731934
	Iteration 32F: 3 clusters Score -367878.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -43060.078125 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -43060.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41731.414062 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -41731.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41874.363281 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -41874.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41922.851562 Penalty: 2939.755371
	Iteration 2Q: 3 clusters Score -41922.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42017.554688 Penalty: 2939.755371
	Iteration 3F: 3 clusters Score -42017.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -42180.906250 Penalty: 2939.755371
	Iteration 4F: 3 clusters Score -42180.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42296.660156 Penalty: 2939.755371
	Iteration 5F: 3 clusters Score -42296.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -42368.164062 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -42368.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42413.257812 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -42413.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42437.281250 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -42437.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42446.285156 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -42446.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42446.285156 Penalty: 2939.755371
	Iteration 10F: 3 clusters Score -42446.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -1211490.750000 Penalty: 2258.558105
	Iteration 0F: 2 clusters Score -1211491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1204393.750000 Penalty: 4517.116211
	Iteration 0F: 3 clusters Score -1204394 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1206338.375000 Penalty: 4517.116211
	Iteration 1F: 3 clusters Score -1206338 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1206642.125000 Penalty: 4517.116211
	Iteration 2F: 3 clusters Score -1206642 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1206854.375000 Penalty: 4517.116211
	Iteration 3F: 3 clusters Score -1206854 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1207034.500000 Penalty: 4517.116211
	Iteration 4Q: 3 clusters Score -1207034 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1207215.000000 Penalty: 4517.116211
	Iteration 5Q: 3 clusters Score -1207215 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1207374.750000 Penalty: 4517.116211
	Iteration 6Q: 3 clusters Score -1207375 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1207523.125000 Penalty: 4517.116211
	Iteration 7Q: 3 clusters Score -1207523 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1207692.250000 Penalty: 4517.116211
	Iteration 8Q: 3 clusters Score -1207692 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1207885.875000 Penalty: 4517.116211
	Iteration 9Q: 3 clusters Score -1207886 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1208123.000000 Penalty: 4517.116211
	Iteration 10Q: 3 clusters Score -1208123 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1208401.875000 Penalty: 4517.116211
	Iteration 11Q: 3 clusters Score -1208402 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1208663.375000 Penalty: 4517.116211
	Iteration 12Q: 3 clusters Score -1208663 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1208893.125000 Penalty: 4517.116211
	Iteration 13Q: 3 clusters Score -1208893 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1209075.375000 Penalty: 4517.116211
	Iteration 14Q: 3 clusters Score -1209075 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1209207.375000 Penalty: 4517.116211
	Iteration 15Q: 3 clusters Score -1209207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1209286.750000 Penalty: 4517.116211
	Iteration 16Q: 3 clusters Score -1209287 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1209363.500000 Penalty: 4517.116211
	Iteration 17Q: 3 clusters Score -1209364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1209421.875000 Penalty: 4517.116211
	Iteration 18Q: 3 clusters Score -1209422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1209462.125000 Penalty: 4517.116211
	Iteration 19Q: 3 clusters Score -1209462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1209489.500000 Penalty: 4517.116211
	Iteration 20F: 3 clusters Score -1209490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1209512.875000 Penalty: 4517.116211
	Iteration 21Q: 3 clusters Score -1209513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1209534.750000 Penalty: 4517.116211
	Iteration 22Q: 3 clusters Score -1209535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1209549.250000 Penalty: 4517.116211
	Iteration 23Q: 3 clusters Score -1209549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1209563.125000 Penalty: 4517.116211
	Iteration 24Q: 3 clusters Score -1209563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1209577.000000 Penalty: 4517.116211
	Iteration 25Q: 3 clusters Score -1209577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1209590.000000 Penalty: 4517.116211
	Iteration 26Q: 3 clusters Score -1209590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1209595.125000 Penalty: 4517.116211
	Iteration 27Q: 3 clusters Score -1209595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1209598.750000 Penalty: 4517.116211
	Iteration 28Q: 3 clusters Score -1209599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1209601.375000 Penalty: 4517.116211
	Iteration 29Q: 3 clusters Score -1209601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1209607.875000 Penalty: 4517.116211
	Iteration 30Q: 3 clusters Score -1209608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1209611.875000 Penalty: 4517.116211
	Iteration 31Q: 3 clusters Score -1209612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1209614.000000 Penalty: 4517.116211
	Iteration 32Q: 3 clusters Score -1209614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1209613.000000 Penalty: 4517.116211
	Iteration 33Q: 3 clusters Score -1209613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1209615.625000 Penalty: 4517.116211
	Iteration 34Q: 3 clusters Score -1209616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1209615.375000 Penalty: 4517.116211
	Iteration 35Q: 3 clusters Score -1209615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1209616.000000 Penalty: 4517.116211
	Iteration 36Q: 3 clusters Score -1209616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1209618.375000 Penalty: 4517.116211
	Iteration 37Q: 3 clusters Score -1209618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1209618.375000 Penalty: 4517.116211
	Iteration 38F: 3 clusters Score -1209618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109454 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125658 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 45605 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109101 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777408.000000 Penalty: 68087.054688
Iteration 119Q: 22 clusters Score -6.277741e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109459 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125646 members 
Mstep: Class 8 contains 19692 members 
Mstep: Class 9 contains 45610 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109101 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2738 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777416.000000 Penalty: 68087.054688
Iteration 120F: 22 clusters Score -6.277742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109466 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125634 members 
Mstep: Class 8 contains 19691 members 
Mstep: Class 9 contains 45611 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109101 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777424.000000 Penalty: 68087.054688
Iteration 121Q: 22 clusters Score -6.277742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109468 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125630 members 
Mstep: Class 8 contains 19689 members 
Mstep: Class 9 contains 45612 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109098 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777440.000000 Penalty: 68087.054688
Iteration 122Q: 22 clusters Score -6.277744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109461 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125627 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45617 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109100 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777476.000000 Penalty: 68087.054688
Iteration 123Q: 22 clusters Score -6.277748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109467 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125620 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45617 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109100 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777440.000000 Penalty: 68087.054688
Iteration 124Q: 22 clusters Score -6.277744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109464 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125621 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45618 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109097 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2760 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777416.000000 Penalty: 68087.054688
Iteration 125Q: 22 clusters Score -6.277742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109461 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125628 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45618 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109094 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777448.000000 Penalty: 68087.054688
Iteration 126Q: 22 clusters Score -6.277745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109456 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125626 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45622 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777424.000000 Penalty: 68087.054688
Iteration 127Q: 22 clusters Score -6.277742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109457 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125620 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45626 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109096 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777448.000000 Penalty: 68087.054688
Iteration 128Q: 22 clusters Score -6.277745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109450 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125615 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109099 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777440.000000 Penalty: 68087.054688
Iteration 129Q: 22 clusters Score -6.277744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109448 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125615 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109097 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777440.000000 Penalty: 68087.054688
Iteration 130Q: 22 clusters Score -6.277744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109443 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125617 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45633 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109096 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777496.000000 Penalty: 68087.054688
Iteration 131Q: 22 clusters Score -6.27775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109445 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125612 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777496.000000 Penalty: 68087.054688
Iteration 132Q: 22 clusters Score -6.27775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109445 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125610 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2780 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777496.000000 Penalty: 68087.054688
Iteration 133Q: 22 clusters Score -6.27775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109443 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125609 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45629 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777476.000000 Penalty: 68087.054688
Iteration 134Q: 22 clusters Score -6.277748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109443 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125604 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109091 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777480.000000 Penalty: 68087.054688
Iteration 135Q: 22 clusters Score -6.277748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109443 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125596 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109094 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777480.000000 Penalty: 68087.054688
Iteration 136Q: 22 clusters Score -6.277748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109440 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125592 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777532.000000 Penalty: 68087.054688
Iteration 137Q: 22 clusters Score -6.277753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109436 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125586 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45634 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109094 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777508.000000 Penalty: 68087.054688
Iteration 138Q: 22 clusters Score -6.277751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109432 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125582 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45637 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109090 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777504.000000 Penalty: 68087.054688
Iteration 139Q: 22 clusters Score -6.27775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109426 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125575 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45639 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777544.000000 Penalty: 68087.054688
Iteration 140F: 22 clusters Score -6.277754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 109425 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125567 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2833 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777536.000000 Penalty: 68087.054688
Iteration 141Q: 22 clusters Score -6.277754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109419 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125569 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109098 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777540.000000 Penalty: 68087.054688
Iteration 142Q: 22 clusters Score -6.277754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109414 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125569 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109098 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777512.000000 Penalty: 68087.054688
Iteration 143Q: 22 clusters Score -6.277751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109415 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125568 members 
Mstep: Class 8 contains 19687 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109097 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777516.000000 Penalty: 68087.054688
Iteration 144Q: 22 clusters Score -6.277752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109415 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125573 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109094 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777528.000000 Penalty: 68087.054688
Iteration 145Q: 22 clusters Score -6.277753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109412 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125576 members 
Mstep: Class 8 contains 19683 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777544.000000 Penalty: 68087.054688
Iteration 146Q: 22 clusters Score -6.277754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109412 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19683 members 
Mstep: Class 9 contains 45641 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777560.000000 Penalty: 68087.054688
Iteration 147Q: 22 clusters Score -6.277756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109414 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125574 members 
Mstep: Class 8 contains 19683 members 
Mstep: Class 9 contains 45642 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109094 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777592.000000 Penalty: 68087.054688
Iteration 148Q: 22 clusters Score -6.277759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109413 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19684 members 
Mstep: Class 9 contains 45643 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109091 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777588.000000 Penalty: 68087.054688
Iteration 149Q: 22 clusters Score -6.277759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109411 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125579 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45645 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109089 members 
Mstep: Class 13 contains 29389 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777596.000000 Penalty: 68087.054688
Iteration 150Q: 22 clusters Score -6.27776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109089 members 
Mstep: Class 13 contains 29389 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777596.000000 Penalty: 68087.054688
Iteration 151Q: 22 clusters Score -6.27776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109089 members 
Mstep: Class 13 contains 29389 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777604.000000 Penalty: 68087.054688
Iteration 152Q: 22 clusters Score -6.27776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109088 members 
Mstep: Class 13 contains 29389 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2844 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777580.000000 Penalty: 68087.054688
Iteration 153Q: 22 clusters Score -6.277758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109088 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2845 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777564.000000 Penalty: 68087.054688
Iteration 154Q: 22 clusters Score -6.277756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109087 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777564.000000 Penalty: 68087.054688
Iteration 155Q: 22 clusters Score -6.277756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125574 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109089 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777572.000000 Penalty: 68087.054688
Iteration 156Q: 22 clusters Score -6.277757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125570 members 
Mstep: Class 8 contains 19684 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2849 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777576.000000 Penalty: 68087.054688
Iteration 157Q: 22 clusters Score -6.277758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109405 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 125573 members 
Mstep: Class 8 contains 19683 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2850 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777580.000000 Penalty: 68087.054688
Iteration 158Q: 22 clusters Score -6.277758e+07 nChanged 7
Entering ConstructFrom: 
Score: -62777580.000000 Penalty: 68087.054688
Entering ConstructFrom: 
Trying to split cluster 1 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -17663.414062 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -17663.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16719.175781 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -16719.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16808.226562 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -16808.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16817.539062 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -16817.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16822.273438 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -16822.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16823.501953 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -16823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16823.501953 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -16823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -296159.281250 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -296159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293383.750000 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -293383.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -293902.937500 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -293902.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294026.437500 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -294026.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -294078.156250 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -294078.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -294113.875000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -294113.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294134.437500 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -294134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294151.750000 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -294151.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -294158.437500 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -294158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294164.812500 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -294164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294169.031250 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -294169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294169.406250 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -294169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -294169.531250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -294169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294170.062500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -294170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294170.062500 Penalty: 3820.019531
	Iteration 13F: 3 clusters Score -294170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -75680.468750 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -75680.47 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 328 members 
Entering Unmasked Estep 
Score: -74051.835938 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -74051.84 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74277.406250 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -74277.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74395.093750 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -74395.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74518.765625 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -74518.77 nChanged 28
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: -74610.546875 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -74610.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74727.390625 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -74727.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74819.507812 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -74819.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74882.429688 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -74882.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74934.492188 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -74934.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74980.226562 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -74980.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74996.601562 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -74996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74998.609375 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -74998.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75000.781250 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -75000.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75000.781250 Penalty: 3205.662598
	Iteration 13F: 3 clusters Score -75000.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Entering Unmasked Estep 
Score: -14708266.000000 Penalty: 2877.494873
	Iteration 0F: 2 clusters Score -1.470827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -14636258.000000 Penalty: 5754.989746
	Iteration 0F: 3 clusters Score -1.463626e+07 nChanged 51878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -14665238.000000 Penalty: 5754.989746
	Iteration 1F: 3 clusters Score -1.466524e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -14665718.000000 Penalty: 5754.989746
	Iteration 2Q: 3 clusters Score -1.466572e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -14666247.000000 Penalty: 5754.989746
	Iteration 3Q: 3 clusters Score -1.466625e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -14666758.000000 Penalty: 5754.989746
	Iteration 4Q: 3 clusters Score -1.466676e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -14667585.000000 Penalty: 5754.989746
	Iteration 5Q: 3 clusters Score -1.466758e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -14668780.000000 Penalty: 5754.989746
	Iteration 6Q: 3 clusters Score -1.466878e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -14670743.000000 Penalty: 5754.989746
	Iteration 7Q: 3 clusters Score -1.467074e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -14674077.000000 Penalty: 5754.989746
	Iteration 8F: 3 clusters Score -1.467408e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -14679357.000000 Penalty: 5754.989746
	Iteration 9F: 3 clusters Score -1.467936e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -14687607.000000 Penalty: 5754.989746
	Iteration 10F: 3 clusters Score -1.468761e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -14695355.000000 Penalty: 5754.989746
	Iteration 11F: 3 clusters Score -1.469536e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -14698119.000000 Penalty: 5754.989746
	Iteration 12F: 3 clusters Score -1.469812e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -14698693.000000 Penalty: 5754.989746
	Iteration 13Q: 3 clusters Score -1.469869e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -14698758.000000 Penalty: 5754.989746
	Iteration 14Q: 3 clusters Score -1.469876e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -14698805.000000 Penalty: 5754.989746
	Iteration 15Q: 3 clusters Score -1.46988e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -14698723.000000 Penalty: 5754.989746
	Iteration 16Q: 3 clusters Score -1.469872e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -14698594.000000 Penalty: 5754.989746
	Iteration 17Q: 3 clusters Score -1.469859e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -14698568.000000 Penalty: 5754.989746
	Iteration 18Q: 3 clusters Score -1.469857e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -14698510.000000 Penalty: 5754.989746
	Iteration 19Q: 3 clusters Score -1.469851e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -14698394.000000 Penalty: 5754.989746
	Iteration 20F: 3 clusters Score -1.469839e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -14698311.000000 Penalty: 5754.989746
	Iteration 21Q: 3 clusters Score -1.469831e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -14698217.000000 Penalty: 5754.989746
	Iteration 22Q: 3 clusters Score -1.469822e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -14698197.000000 Penalty: 5754.989746
	Iteration 23Q: 3 clusters Score -1.46982e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -14698127.000000 Penalty: 5754.989746
	Iteration 24Q: 3 clusters Score -1.469813e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -14698101.000000 Penalty: 5754.989746
	Iteration 25Q: 3 clusters Score -1.46981e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -14698056.000000 Penalty: 5754.989746
	Iteration 26Q: 3 clusters Score -1.469806e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -14698028.000000 Penalty: 5754.989746
	Iteration 27Q: 3 clusters Score -1.469803e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -14697975.000000 Penalty: 5754.989746
	Iteration 28Q: 3 clusters Score -1.469798e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -14697964.000000 Penalty: 5754.989746
	Iteration 29Q: 3 clusters Score -1.469796e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -14697977.000000 Penalty: 5754.989746
	Iteration 30Q: 3 clusters Score -1.469798e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -14697960.000000 Penalty: 5754.989746
	Iteration 31Q: 3 clusters Score -1.469796e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -14697907.000000 Penalty: 5754.989746
	Iteration 32Q: 3 clusters Score -1.469791e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -14697896.000000 Penalty: 5754.989746
	Iteration 33Q: 3 clusters Score -1.46979e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -14697847.000000 Penalty: 5754.989746
	Iteration 34Q: 3 clusters Score -1.469785e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -14697826.000000 Penalty: 5754.989746
	Iteration 35Q: 3 clusters Score -1.469783e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -14697877.000000 Penalty: 5754.989746
	Iteration 36Q: 3 clusters Score -1.469788e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -14697878.000000 Penalty: 5754.989746
	Iteration 37Q: 3 clusters Score -1.469788e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -14697890.000000 Penalty: 5754.989746
	Iteration 38Q: 3 clusters Score -1.469789e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -14697893.000000 Penalty: 5754.989746
	Iteration 39Q: 3 clusters Score -1.469789e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -14697868.000000 Penalty: 5754.989746
	Iteration 40F: 3 clusters Score -1.469787e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -14697861.000000 Penalty: 5754.989746
	Iteration 41Q: 3 clusters Score -1.469786e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -14697854.000000 Penalty: 5754.989746
	Iteration 42Q: 3 clusters Score -1.469785e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -14697845.000000 Penalty: 5754.989746
	Iteration 43Q: 3 clusters Score -1.469784e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -14697822.000000 Penalty: 5754.989746
	Iteration 44Q: 3 clusters Score -1.469782e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -14697847.000000 Penalty: 5754.989746
	Iteration 45Q: 3 clusters Score -1.469785e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -14697815.000000 Penalty: 5754.989746
	Iteration 46Q: 3 clusters Score -1.469782e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -14697817.000000 Penalty: 5754.989746
	Iteration 47Q: 3 clusters Score -1.469782e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -14697844.000000 Penalty: 5754.989746
	Iteration 48Q: 3 clusters Score -1.469784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -14697845.000000 Penalty: 5754.989746
	Iteration 49Q: 3 clusters Score -1.469784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -14697859.000000 Penalty: 5754.989746
	Iteration 50Q: 3 clusters Score -1.469786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -14697861.000000 Penalty: 5754.989746
	Iteration 51Q: 3 clusters Score -1.469786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -14697871.000000 Penalty: 5754.989746
	Iteration 52Q: 3 clusters Score -1.469787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -14697881.000000 Penalty: 5754.989746
	Iteration 53Q: 3 clusters Score -1.469788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -14697858.000000 Penalty: 5754.989746
	Iteration 54Q: 3 clusters Score -1.469786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -14697864.000000 Penalty: 5754.989746
	Iteration 55Q: 3 clusters Score -1.469786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -14697860.000000 Penalty: 5754.989746
	Iteration 56Q: 3 clusters Score -1.469786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -14697863.000000 Penalty: 5754.989746
	Iteration 57Q: 3 clusters Score -1.469786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -14697850.000000 Penalty: 5754.989746
	Iteration 58Q: 3 clusters Score -1.469785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -14697866.000000 Penalty: 5754.989746
	Iteration 59Q: 3 clusters Score -1.469787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -14697856.000000 Penalty: 5754.989746
	Iteration 60F: 3 clusters Score -1.469786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -14697853.000000 Penalty: 5754.989746
	Iteration 61Q: 3 clusters Score -1.469785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -14697848.000000 Penalty: 5754.989746
	Iteration 62Q: 3 clusters Score -1.469785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -14697849.000000 Penalty: 5754.989746
	Iteration 63Q: 3 clusters Score -1.469785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -14697844.000000 Penalty: 5754.989746
	Iteration 64Q: 3 clusters Score -1.469784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -14697853.000000 Penalty: 5754.989746
	Iteration 65Q: 3 clusters Score -1.469785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -14697853.000000 Penalty: 5754.989746
	Iteration 66F: 3 clusters Score -1.469785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -13096.626953 Penalty: 1174.577148
	Iteration 0F: 2 clusters Score -13096.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12195.472656 Penalty: 2349.154297
	Iteration 0F: 3 clusters Score -12195.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -152299.234375 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -152299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -150135.171875 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -150135.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151170.578125 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -151170.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152557.156250 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -152557.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -153895.015625 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -153895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154582.984375 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -154583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -155084.312500 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -155084.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155211.093750 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -155211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155225.531250 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -155225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -155238.250000 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -155238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -155241.875000 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -155241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155251.937500 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -155251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155264.812500 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -155264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155274.765625 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -155274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155283.500000 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -155283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155284.343750 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -155284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155286.140625 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -155286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155287.812500 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -155287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -155290.625000 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -155290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155293.296875 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -155293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155294.625000 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -155294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155294.625000 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -155294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109404 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125576 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
Score: -62778988.000000 Penalty: 71329.296875
Splitting cluster 6 changes total score from -62777580.000000 to -62778988.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (125576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Entering Unmasked Estep 
Score: -16865310.000000 Penalty: 2911.685303
	Iteration 0F: 2 clusters Score -1.686531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -16783886.000000 Penalty: 5823.370605
	Iteration 0F: 3 clusters Score -1.678389e+07 nChanged 59648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -16818508.000000 Penalty: 5823.370605
	Iteration 1F: 3 clusters Score -1.681851e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -16819288.000000 Penalty: 5823.370605
	Iteration 2Q: 3 clusters Score -1.681929e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -16820374.000000 Penalty: 5823.370605
	Iteration 3Q: 3 clusters Score -1.682037e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -16821490.000000 Penalty: 5823.370605
	Iteration 4Q: 3 clusters Score -1.682149e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -16823398.000000 Penalty: 5823.370605
	Iteration 5Q: 3 clusters Score -1.68234e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -16825792.000000 Penalty: 5823.370605
	Iteration 6Q: 3 clusters Score -1.682579e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -16829640.000000 Penalty: 5823.370605
	Iteration 7F: 3 clusters Score -1.682964e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -16835018.000000 Penalty: 5823.370605
	Iteration 8F: 3 clusters Score -1.683502e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -16841160.000000 Penalty: 5823.370605
	Iteration 9F: 3 clusters Score -1.684116e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -16846732.000000 Penalty: 5823.370605
	Iteration 10F: 3 clusters Score -1.684673e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -16849936.000000 Penalty: 5823.370605
	Iteration 11F: 3 clusters Score -1.684994e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -16851428.000000 Penalty: 5823.370605
	Iteration 12Q: 3 clusters Score -1.685143e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -16852086.000000 Penalty: 5823.370605
	Iteration 13Q: 3 clusters Score -1.685209e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -16852658.000000 Penalty: 5823.370605
	Iteration 14Q: 3 clusters Score -1.685266e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -16853130.000000 Penalty: 5823.370605
	Iteration 15Q: 3 clusters Score -1.685313e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -16853558.000000 Penalty: 5823.370605
	Iteration 16Q: 3 clusters Score -1.685356e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -16853996.000000 Penalty: 5823.370605
	Iteration 17Q: 3 clusters Score -1.6854e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -16854414.000000 Penalty: 5823.370605
	Iteration 18Q: 3 clusters Score -1.685441e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -16854812.000000 Penalty: 5823.370605
	Iteration 19Q: 3 clusters Score -1.685481e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -16855148.000000 Penalty: 5823.370605
	Iteration 20F: 3 clusters Score -1.685515e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -16855330.000000 Penalty: 5823.370605
	Iteration 21Q: 3 clusters Score -1.685533e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -16855602.000000 Penalty: 5823.370605
	Iteration 22Q: 3 clusters Score -1.68556e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -16855800.000000 Penalty: 5823.370605
	Iteration 23Q: 3 clusters Score -1.68558e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -16855980.000000 Penalty: 5823.370605
	Iteration 24Q: 3 clusters Score -1.685598e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -16856112.000000 Penalty: 5823.370605
	Iteration 25Q: 3 clusters Score -1.685611e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -16856226.000000 Penalty: 5823.370605
	Iteration 26Q: 3 clusters Score -1.685623e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -16856278.000000 Penalty: 5823.370605
	Iteration 27Q: 3 clusters Score -1.685628e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -16856396.000000 Penalty: 5823.370605
	Iteration 28Q: 3 clusters Score -1.68564e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -16856416.000000 Penalty: 5823.370605
	Iteration 29Q: 3 clusters Score -1.685642e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -16856490.000000 Penalty: 5823.370605
	Iteration 30Q: 3 clusters Score -1.685649e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -16856498.000000 Penalty: 5823.370605
	Iteration 31Q: 3 clusters Score -1.68565e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -16856536.000000 Penalty: 5823.370605
	Iteration 32Q: 3 clusters Score -1.685654e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -16856542.000000 Penalty: 5823.370605
	Iteration 33Q: 3 clusters Score -1.685654e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -16856540.000000 Penalty: 5823.370605
	Iteration 34Q: 3 clusters Score -1.685654e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -16856552.000000 Penalty: 5823.370605
	Iteration 35Q: 3 clusters Score -1.685655e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -16856702.000000 Penalty: 5823.370605
	Iteration 36Q: 3 clusters Score -1.68567e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -16856824.000000 Penalty: 5823.370605
	Iteration 37Q: 3 clusters Score -1.685682e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -16856986.000000 Penalty: 5823.370605
	Iteration 38Q: 3 clusters Score -1.685699e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -16857094.000000 Penalty: 5823.370605
	Iteration 39Q: 3 clusters Score -1.685709e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -16857236.000000 Penalty: 5823.370605
	Iteration 40F: 3 clusters Score -1.685724e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -16857426.000000 Penalty: 5823.370605
	Iteration 41Q: 3 clusters Score -1.685743e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -16857656.000000 Penalty: 5823.370605
	Iteration 42Q: 3 clusters Score -1.685766e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -16857986.000000 Penalty: 5823.370605
	Iteration 43Q: 3 clusters Score -1.685799e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -16858368.000000 Penalty: 5823.370605
	Iteration 44Q: 3 clusters Score -1.685837e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -16858650.000000 Penalty: 5823.370605
	Iteration 45Q: 3 clusters Score -1.685865e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -16858888.000000 Penalty: 5823.370605
	Iteration 46Q: 3 clusters Score -1.685889e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -16859120.000000 Penalty: 5823.370605
	Iteration 47Q: 3 clusters Score -1.685912e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -16859312.000000 Penalty: 5823.370605
	Iteration 48Q: 3 clusters Score -1.685931e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -16859542.000000 Penalty: 5823.370605
	Iteration 49Q: 3 clusters Score -1.685954e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -16859760.000000 Penalty: 5823.370605
	Iteration 50Q: 3 clusters Score -1.685976e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -16859886.000000 Penalty: 5823.370605
	Iteration 51Q: 3 clusters Score -1.685989e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -16859998.000000 Penalty: 5823.370605
	Iteration 52Q: 3 clusters Score -1.686e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -16860178.000000 Penalty: 5823.370605
	Iteration 53Q: 3 clusters Score -1.686018e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -16860308.000000 Penalty: 5823.370605
	Iteration 54Q: 3 clusters Score -1.686031e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -16860506.000000 Penalty: 5823.370605
	Iteration 55Q: 3 clusters Score -1.686051e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 110077 members 
Entering Unmasked Estep 
Score: -16860598.000000 Penalty: 5823.370605
	Iteration 56Q: 3 clusters Score -1.68606e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -16860712.000000 Penalty: 5823.370605
	Iteration 57Q: 3 clusters Score -1.686071e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -16860752.000000 Penalty: 5823.370605
	Iteration 58Q: 3 clusters Score -1.686075e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -16860846.000000 Penalty: 5823.370605
	Iteration 59Q: 3 clusters Score -1.686085e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -16860912.000000 Penalty: 5823.370605
	Iteration 60F: 3 clusters Score -1.686091e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -16861034.000000 Penalty: 5823.370605
	Iteration 61Q: 3 clusters Score -1.686103e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 113408 members 
Entering Unmasked Estep 
Score: -16861130.000000 Penalty: 5823.370605
	Iteration 62Q: 3 clusters Score -1.686113e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -16861202.000000 Penalty: 5823.370605
	Iteration 63Q: 3 clusters Score -1.68612e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -16861296.000000 Penalty: 5823.370605
	Iteration 64Q: 3 clusters Score -1.68613e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -16861336.000000 Penalty: 5823.370605
	Iteration 65Q: 3 clusters Score -1.686134e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -16861362.000000 Penalty: 5823.370605
	Iteration 66Q: 3 clusters Score -1.686136e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 115872 members 
Entering Unmasked Estep 
Score: -16861424.000000 Penalty: 5823.370605
	Iteration 67Q: 3 clusters Score -1.686142e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -16861462.000000 Penalty: 5823.370605
	Iteration 68Q: 3 clusters Score -1.686146e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 116639 members 
Entering Unmasked Estep 
Score: -16861526.000000 Penalty: 5823.370605
	Iteration 69Q: 3 clusters Score -1.686153e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 117013 members 
Entering Unmasked Estep 
Score: -16861638.000000 Penalty: 5823.370605
	Iteration 70Q: 3 clusters Score -1.686164e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 117367 members 
Entering Unmasked Estep 
Score: -16861674.000000 Penalty: 5823.370605
	Iteration 71Q: 3 clusters Score -1.686167e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -16861724.000000 Penalty: 5823.370605
	Iteration 72Q: 3 clusters Score -1.686172e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -16861838.000000 Penalty: 5823.370605
	Iteration 73Q: 3 clusters Score -1.686184e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -16861896.000000 Penalty: 5823.370605
	Iteration 74Q: 3 clusters Score -1.68619e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 118682 members 
Entering Unmasked Estep 
Score: -16861980.000000 Penalty: 5823.370605
	Iteration 75Q: 3 clusters Score -1.686198e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -16862048.000000 Penalty: 5823.370605
	Iteration 76Q: 3 clusters Score -1.686205e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 119245 members 
Entering Unmasked Estep 
Score: -16862100.000000 Penalty: 5823.370605
	Iteration 77Q: 3 clusters Score -1.68621e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -16862144.000000 Penalty: 5823.370605
	Iteration 78Q: 3 clusters Score -1.686214e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -16862238.000000 Penalty: 5823.370605
	Iteration 79Q: 3 clusters Score -1.686224e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -16862290.000000 Penalty: 5823.370605
	Iteration 80F: 3 clusters Score -1.686229e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
Score: -16862372.000000 Penalty: 5823.370605
	Iteration 81Q: 3 clusters Score -1.686237e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5823.370605
	Iteration 82Q: 3 clusters Score -1.686245e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -16862498.000000 Penalty: 5823.370605
	Iteration 83Q: 3 clusters Score -1.68625e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -16862546.000000 Penalty: 5823.370605
	Iteration 84Q: 3 clusters Score -1.686255e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -16862612.000000 Penalty: 5823.370605
	Iteration 85Q: 3 clusters Score -1.686261e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -16862604.000000 Penalty: 5823.370605
	Iteration 86Q: 3 clusters Score -1.68626e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -16862604.000000 Penalty: 5823.370605
	Iteration 87Q: 3 clusters Score -1.68626e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 121705 members 
Entering Unmasked Estep 
Score: -16862670.000000 Penalty: 5823.370605
	Iteration 88Q: 3 clusters Score -1.686267e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 121868 members 
Entering Unmasked Estep 
Score: -16862708.000000 Penalty: 5823.370605
	Iteration 89Q: 3 clusters Score -1.686271e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 122006 members 
Entering Unmasked Estep 
Score: -16862752.000000 Penalty: 5823.370605
	Iteration 90Q: 3 clusters Score -1.686275e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -16862776.000000 Penalty: 5823.370605
	Iteration 91Q: 3 clusters Score -1.686278e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -16862814.000000 Penalty: 5823.370605
	Iteration 92Q: 3 clusters Score -1.686281e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 122364 members 
Entering Unmasked Estep 
Score: -16862808.000000 Penalty: 5823.370605
	Iteration 93Q: 3 clusters Score -1.686281e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -16862808.000000 Penalty: 5823.370605
	Iteration 94Q: 3 clusters Score -1.686281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -16862816.000000 Penalty: 5823.370605
	Iteration 95Q: 3 clusters Score -1.686282e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 122646 members 
Entering Unmasked Estep 
Score: -16862796.000000 Penalty: 5823.370605
	Iteration 96Q: 3 clusters Score -1.68628e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -16862814.000000 Penalty: 5823.370605
	Iteration 97Q: 3 clusters Score -1.686281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -16862808.000000 Penalty: 5823.370605
	Iteration 98Q: 3 clusters Score -1.686281e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 122860 members 
Entering Unmasked Estep 
Score: -16862822.000000 Penalty: 5823.370605
	Iteration 99Q: 3 clusters Score -1.686282e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 122920 members 
Entering Unmasked Estep 
Score: -16862836.000000 Penalty: 5823.370605
	Iteration 100F: 3 clusters Score -1.686284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 122970 members 
Entering Unmasked Estep 
Score: -16862892.000000 Penalty: 5823.370605
	Iteration 101Q: 3 clusters Score -1.686289e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -16862892.000000 Penalty: 5823.370605
	Iteration 102Q: 3 clusters Score -1.686289e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 123073 members 
Entering Unmasked Estep 
Score: -16862898.000000 Penalty: 5823.370605
	Iteration 103Q: 3 clusters Score -1.68629e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 123120 members 
Entering Unmasked Estep 
Score: -16862880.000000 Penalty: 5823.370605
	Iteration 104Q: 3 clusters Score -1.686288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 123165 members 
Entering Unmasked Estep 
Score: -16862910.000000 Penalty: 5823.370605
	Iteration 105Q: 3 clusters Score -1.686291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 123203 members 
Entering Unmasked Estep 
Score: -16862916.000000 Penalty: 5823.370605
	Iteration 106Q: 3 clusters Score -1.686292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -16862914.000000 Penalty: 5823.370605
	Iteration 107Q: 3 clusters Score -1.686291e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -16862940.000000 Penalty: 5823.370605
	Iteration 108Q: 3 clusters Score -1.686294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -16862952.000000 Penalty: 5823.370605
	Iteration 109Q: 3 clusters Score -1.686295e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -16862976.000000 Penalty: 5823.370605
	Iteration 110Q: 3 clusters Score -1.686298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -16862986.000000 Penalty: 5823.370605
	Iteration 111Q: 3 clusters Score -1.686299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -16862990.000000 Penalty: 5823.370605
	Iteration 112Q: 3 clusters Score -1.686299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -16862988.000000 Penalty: 5823.370605
	Iteration 113Q: 3 clusters Score -1.686299e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 123561 members 
Entering Unmasked Estep 
Score: -16863014.000000 Penalty: 5823.370605
	Iteration 114Q: 3 clusters Score -1.686301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -16863018.000000 Penalty: 5823.370605
	Iteration 115Q: 3 clusters Score -1.686302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -16863014.000000 Penalty: 5823.370605
	Iteration 116Q: 3 clusters Score -1.686301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -16863010.000000 Penalty: 5823.370605
	Iteration 117Q: 3 clusters Score -1.686301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -16863016.000000 Penalty: 5823.370605
	Iteration 118Q: 3 clusters Score -1.686302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -16863032.000000 Penalty: 5823.370605
	Iteration 119Q: 3 clusters Score -1.686303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 123712 members 
Entering Unmasked Estep 
Score: -16863030.000000 Penalty: 5823.370605
	Iteration 120F: 3 clusters Score -1.686303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -16863030.000000 Penalty: 5823.370605
	Iteration 121Q: 3 clusters Score -1.686303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -16863022.000000 Penalty: 5823.370605
	Iteration 122Q: 3 clusters Score -1.686302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -16863028.000000 Penalty: 5823.370605
	Iteration 123Q: 3 clusters Score -1.686303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -16863024.000000 Penalty: 5823.370605
	Iteration 124Q: 3 clusters Score -1.686302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -16863016.000000 Penalty: 5823.370605
	Iteration 125Q: 3 clusters Score -1.686302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 123811 members 
Entering Unmasked Estep 
Score: -16863028.000000 Penalty: 5823.370605
	Iteration 126Q: 3 clusters Score -1.686303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 123818 members 
Entering Unmasked Estep 
Score: -16863006.000000 Penalty: 5823.370605
	Iteration 127Q: 3 clusters Score -1.686301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -16863020.000000 Penalty: 5823.370605
	Iteration 128Q: 3 clusters Score -1.686302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 123837 members 
Entering Unmasked Estep 
Score: -16863020.000000 Penalty: 5823.370605
	Iteration 129Q: 3 clusters Score -1.686302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -16863014.000000 Penalty: 5823.370605
	Iteration 130Q: 3 clusters Score -1.686301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -16863022.000000 Penalty: 5823.370605
	Iteration 131Q: 3 clusters Score -1.686302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -16863018.000000 Penalty: 5823.370605
	Iteration 132Q: 3 clusters Score -1.686302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -16863024.000000 Penalty: 5823.370605
	Iteration 133Q: 3 clusters Score -1.686302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 123855 members 
Entering Unmasked Estep 
Score: -16863030.000000 Penalty: 5823.370605
	Iteration 134Q: 3 clusters Score -1.686303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -16863034.000000 Penalty: 5823.370605
	Iteration 135Q: 3 clusters Score -1.686303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 123855 members 
Entering Unmasked Estep 
Score: -16863036.000000 Penalty: 5823.370605
	Iteration 136Q: 3 clusters Score -1.686304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 123857 members 
Entering Unmasked Estep 
Score: -16863032.000000 Penalty: 5823.370605
	Iteration 137Q: 3 clusters Score -1.686303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -16863034.000000 Penalty: 5823.370605
	Iteration 138Q: 3 clusters Score -1.686303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -16863034.000000 Penalty: 5823.370605
	Iteration 139F: 3 clusters Score -1.686303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Entering Unmasked Estep 
Score: -2671114.750000 Penalty: 2452.090088
	Iteration 0F: 2 clusters Score -2671115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2657239.750000 Penalty: 4904.180176
	Iteration 0F: 3 clusters Score -2657240 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2661944.000000 Penalty: 4904.180176
	Iteration 1F: 3 clusters Score -2661944 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2662335.250000 Penalty: 4904.180176
	Iteration 2F: 3 clusters Score -2662335 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2662659.500000 Penalty: 4904.180176
	Iteration 3Q: 3 clusters Score -2662660 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2662945.750000 Penalty: 4904.180176
	Iteration 4Q: 3 clusters Score -2662946 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2663254.250000 Penalty: 4904.180176
	Iteration 5Q: 3 clusters Score -2663254 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2663573.250000 Penalty: 4904.180176
	Iteration 6Q: 3 clusters Score -2663573 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2663991.250000 Penalty: 4904.180176
	Iteration 7Q: 3 clusters Score -2663991 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2664561.250000 Penalty: 4904.180176
	Iteration 8Q: 3 clusters Score -2664561 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2665323.250000 Penalty: 4904.180176
	Iteration 9Q: 3 clusters Score -2665323 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2666177.000000 Penalty: 4904.180176
	Iteration 10F: 3 clusters Score -2666177 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2667000.750000 Penalty: 4904.180176
	Iteration 11Q: 3 clusters Score -2667001 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2667529.750000 Penalty: 4904.180176
	Iteration 12Q: 3 clusters Score -2667530 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2667848.000000 Penalty: 4904.180176
	Iteration 13Q: 3 clusters Score -2667848 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2667989.500000 Penalty: 4904.180176
	Iteration 14Q: 3 clusters Score -2667990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2668086.500000 Penalty: 4904.180176
	Iteration 15Q: 3 clusters Score -2668086 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2668138.500000 Penalty: 4904.180176
	Iteration 16Q: 3 clusters Score -2668138 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2668188.750000 Penalty: 4904.180176
	Iteration 17Q: 3 clusters Score -2668189 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2668229.500000 Penalty: 4904.180176
	Iteration 18Q: 3 clusters Score -2668230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2668261.500000 Penalty: 4904.180176
	Iteration 19Q: 3 clusters Score -2668262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2668299.000000 Penalty: 4904.180176
	Iteration 20F: 3 clusters Score -2668299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2668325.000000 Penalty: 4904.180176
	Iteration 21Q: 3 clusters Score -2668325 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2668354.750000 Penalty: 4904.180176
	Iteration 22Q: 3 clusters Score -2668355 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2668373.500000 Penalty: 4904.180176
	Iteration 23Q: 3 clusters Score -2668374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2668384.250000 Penalty: 4904.180176
	Iteration 24Q: 3 clusters Score -2668384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2668402.000000 Penalty: 4904.180176
	Iteration 25Q: 3 clusters Score -2668402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2668435.000000 Penalty: 4904.180176
	Iteration 26Q: 3 clusters Score -2668435 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2668453.250000 Penalty: 4904.180176
	Iteration 27Q: 3 clusters Score -2668453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2668463.500000 Penalty: 4904.180176
	Iteration 28Q: 3 clusters Score -2668464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2668476.250000 Penalty: 4904.180176
	Iteration 29Q: 3 clusters Score -2668476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2668483.500000 Penalty: 4904.180176
	Iteration 30Q: 3 clusters Score -2668484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2668511.000000 Penalty: 4904.180176
	Iteration 31Q: 3 clusters Score -2668511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2668525.500000 Penalty: 4904.180176
	Iteration 32Q: 3 clusters Score -2668526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2668545.750000 Penalty: 4904.180176
	Iteration 33Q: 3 clusters Score -2668546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2668561.500000 Penalty: 4904.180176
	Iteration 34Q: 3 clusters Score -2668562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2668577.500000 Penalty: 4904.180176
	Iteration 35Q: 3 clusters Score -2668578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2668607.750000 Penalty: 4904.180176
	Iteration 36Q: 3 clusters Score -2668608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2668624.250000 Penalty: 4904.180176
	Iteration 37Q: 3 clusters Score -2668624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2668644.500000 Penalty: 4904.180176
	Iteration 38Q: 3 clusters Score -2668644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2668653.250000 Penalty: 4904.180176
	Iteration 39Q: 3 clusters Score -2668653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2668673.500000 Penalty: 4904.180176
	Iteration 40F: 3 clusters Score -2668674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2668688.250000 Penalty: 4904.180176
	Iteration 41Q: 3 clusters Score -2668688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2668708.250000 Penalty: 4904.180176
	Iteration 42Q: 3 clusters Score -2668708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2668719.750000 Penalty: 4904.180176
	Iteration 43Q: 3 clusters Score -2668720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2668735.750000 Penalty: 4904.180176
	Iteration 44Q: 3 clusters Score -2668736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2668749.000000 Penalty: 4904.180176
	Iteration 45Q: 3 clusters Score -2668749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2668759.250000 Penalty: 4904.180176
	Iteration 46Q: 3 clusters Score -2668759 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2668773.250000 Penalty: 4904.180176
	Iteration 47Q: 3 clusters Score -2668773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2668781.250000 Penalty: 4904.180176
	Iteration 48Q: 3 clusters Score -2668781 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2668798.250000 Penalty: 4904.180176
	Iteration 49Q: 3 clusters Score -2668798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2668813.000000 Penalty: 4904.180176
	Iteration 50Q: 3 clusters Score -2668813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2668827.250000 Penalty: 4904.180176
	Iteration 51Q: 3 clusters Score -2668827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2668834.000000 Penalty: 4904.180176
	Iteration 52Q: 3 clusters Score -2668834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2668843.500000 Penalty: 4904.180176
	Iteration 53Q: 3 clusters Score -2668844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2668841.250000 Penalty: 4904.180176
	Iteration 54Q: 3 clusters Score -2668841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2668858.750000 Penalty: 4904.180176
	Iteration 55Q: 3 clusters Score -2668859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2668869.500000 Penalty: 4904.180176
	Iteration 56Q: 3 clusters Score -2668870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2668874.750000 Penalty: 4904.180176
	Iteration 57Q: 3 clusters Score -2668875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2668884.750000 Penalty: 4904.180176
	Iteration 58Q: 3 clusters Score -2668885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2668886.500000 Penalty: 4904.180176
	Iteration 59Q: 3 clusters Score -2668886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2668894.250000 Penalty: 4904.180176
	Iteration 60F: 3 clusters Score -2668894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2668889.500000 Penalty: 4904.180176
	Iteration 61Q: 3 clusters Score -2668890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2668890.250000 Penalty: 4904.180176
	Iteration 62Q: 3 clusters Score -2668890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2668900.000000 Penalty: 4904.180176
	Iteration 63Q: 3 clusters Score -2668900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2668903.250000 Penalty: 4904.180176
	Iteration 64Q: 3 clusters Score -2668903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2668911.250000 Penalty: 4904.180176
	Iteration 65Q: 3 clusters Score -2668911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2668911.000000 Penalty: 4904.180176
	Iteration 66Q: 3 clusters Score -2668911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2668908.750000 Penalty: 4904.180176
	Iteration 67Q: 3 clusters Score -2668909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2668912.500000 Penalty: 4904.180176
	Iteration 68Q: 3 clusters Score -2668912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2668915.000000 Penalty: 4904.180176
	Iteration 69Q: 3 clusters Score -2668915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2668923.750000 Penalty: 4904.180176
	Iteration 70Q: 3 clusters Score -2668924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2668923.500000 Penalty: 4904.180176
	Iteration 71Q: 3 clusters Score -2668924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2668922.500000 Penalty: 4904.180176
	Iteration 72Q: 3 clusters Score -2668922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2668927.000000 Penalty: 4904.180176
	Iteration 73Q: 3 clusters Score -2668927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2668932.000000 Penalty: 4904.180176
	Iteration 74Q: 3 clusters Score -2668932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2668935.000000 Penalty: 4904.180176
	Iteration 75Q: 3 clusters Score -2668935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2668935.750000 Penalty: 4904.180176
	Iteration 76Q: 3 clusters Score -2668936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2668933.250000 Penalty: 4904.180176
	Iteration 77Q: 3 clusters Score -2668933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2668931.000000 Penalty: 4904.180176
	Iteration 78Q: 3 clusters Score -2668931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2668931.750000 Penalty: 4904.180176
	Iteration 79Q: 3 clusters Score -2668932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2668934.250000 Penalty: 4904.180176
	Iteration 80F: 3 clusters Score -2668934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2668936.500000 Penalty: 4904.180176
	Iteration 81Q: 3 clusters Score -2668936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2668935.250000 Penalty: 4904.180176
	Iteration 82Q: 3 clusters Score -2668935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2668938.500000 Penalty: 4904.180176
	Iteration 83Q: 3 clusters Score -2668938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2668938.500000 Penalty: 4904.180176
	Iteration 84Q: 3 clusters Score -2668938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2668938.500000 Penalty: 4904.180176
	Iteration 85F: 3 clusters Score -2668938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Entering Unmasked Estep 
Score: -5971294.500000 Penalty: 2660.710449
	Iteration 0F: 2 clusters Score -5971294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5940340.500000 Penalty: 5321.420898
	Iteration 0F: 3 clusters Score -5940340 nChanged 21010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5952000.000000 Penalty: 5321.420898
	Iteration 1F: 3 clusters Score -5952000 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5952469.000000 Penalty: 5321.420898
	Iteration 2Q: 3 clusters Score -5952469 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5953009.000000 Penalty: 5321.420898
	Iteration 3Q: 3 clusters Score -5953009 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5953668.000000 Penalty: 5321.420898
	Iteration 4Q: 3 clusters Score -5953668 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5954667.000000 Penalty: 5321.420898
	Iteration 5Q: 3 clusters Score -5954667 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5956055.000000 Penalty: 5321.420898
	Iteration 6F: 3 clusters Score -5956055 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5958083.000000 Penalty: 5321.420898
	Iteration 7F: 3 clusters Score -5958083 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5960647.000000 Penalty: 5321.420898
	Iteration 8F: 3 clusters Score -5960647 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5963323.500000 Penalty: 5321.420898
	Iteration 9F: 3 clusters Score -5963324 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5965659.000000 Penalty: 5321.420898
	Iteration 10F: 3 clusters Score -5965659 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5967248.000000 Penalty: 5321.420898
	Iteration 11Q: 3 clusters Score -5967248 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5968096.500000 Penalty: 5321.420898
	Iteration 12Q: 3 clusters Score -5968096 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5968519.500000 Penalty: 5321.420898
	Iteration 13Q: 3 clusters Score -5968520 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5968752.500000 Penalty: 5321.420898
	Iteration 14Q: 3 clusters Score -5968752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5968874.000000 Penalty: 5321.420898
	Iteration 15Q: 3 clusters Score -5968874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5968932.500000 Penalty: 5321.420898
	Iteration 16Q: 3 clusters Score -5968932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5968997.500000 Penalty: 5321.420898
	Iteration 17Q: 3 clusters Score -5968998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5969042.500000 Penalty: 5321.420898
	Iteration 18Q: 3 clusters Score -5969042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5969053.000000 Penalty: 5321.420898
	Iteration 19Q: 3 clusters Score -5969053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5969066.000000 Penalty: 5321.420898
	Iteration 20F: 3 clusters Score -5969066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5969073.000000 Penalty: 5321.420898
	Iteration 21Q: 3 clusters Score -5969073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5969076.000000 Penalty: 5321.420898
	Iteration 22Q: 3 clusters Score -5969076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5969077.000000 Penalty: 5321.420898
	Iteration 23Q: 3 clusters Score -5969077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5969077.000000 Penalty: 5321.420898
	Iteration 24F: 3 clusters Score -5969077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -412424.906250 Penalty: 1995.067261
	Iteration 0F: 2 clusters Score -412424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409066.531250 Penalty: 3990.134521
	Iteration 0F: 3 clusters Score -409066.5 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -409841.593750 Penalty: 3990.134521
	Iteration 1F: 3 clusters Score -409841.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -410064.187500 Penalty: 3990.134521
	Iteration 2F: 3 clusters Score -410064.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -410201.687500 Penalty: 3990.134521
	Iteration 3F: 3 clusters Score -410201.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -410324.156250 Penalty: 3990.134521
	Iteration 4Q: 3 clusters Score -410324.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -410419.531250 Penalty: 3990.134521
	Iteration 5Q: 3 clusters Score -410419.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -410500.843750 Penalty: 3990.134521
	Iteration 6Q: 3 clusters Score -410500.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -410595.500000 Penalty: 3990.134521
	Iteration 7Q: 3 clusters Score -410595.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -410715.500000 Penalty: 3990.134521
	Iteration 8Q: 3 clusters Score -410715.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -410838.406250 Penalty: 3990.134521
	Iteration 9Q: 3 clusters Score -410838.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -410971.062500 Penalty: 3990.134521
	Iteration 10Q: 3 clusters Score -410971.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -411104.375000 Penalty: 3990.134521
	Iteration 11Q: 3 clusters Score -411104.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -411273.937500 Penalty: 3990.134521
	Iteration 12Q: 3 clusters Score -411273.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -411479.750000 Penalty: 3990.134521
	Iteration 13Q: 3 clusters Score -411479.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -411695.593750 Penalty: 3990.134521
	Iteration 14Q: 3 clusters Score -411695.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -411911.531250 Penalty: 3990.134521
	Iteration 15Q: 3 clusters Score -411911.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -412104.281250 Penalty: 3990.134521
	Iteration 16Q: 3 clusters Score -412104.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -412186.281250 Penalty: 3990.134521
	Iteration 17Q: 3 clusters Score -412186.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -412206.875000 Penalty: 3990.134521
	Iteration 18Q: 3 clusters Score -412206.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -412218.562500 Penalty: 3990.134521
	Iteration 19Q: 3 clusters Score -412218.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -412227.406250 Penalty: 3990.134521
	Iteration 20F: 3 clusters Score -412227.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -412234.562500 Penalty: 3990.134521
	Iteration 21Q: 3 clusters Score -412234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -412237.218750 Penalty: 3990.134521
	Iteration 22Q: 3 clusters Score -412237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -412239.187500 Penalty: 3990.134521
	Iteration 23Q: 3 clusters Score -412239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -412240.343750 Penalty: 3990.134521
	Iteration 24Q: 3 clusters Score -412240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -412240.250000 Penalty: 3990.134521
	Iteration 25Q: 3 clusters Score -412240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -412241.281250 Penalty: 3990.134521
	Iteration 26Q: 3 clusters Score -412241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -412241.281250 Penalty: 3990.134521
	Iteration 27F: 3 clusters Score -412241.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -55376.511719 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -55376.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54005.226562 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -54005.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54671.613281 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -54671.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55182.148438 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -55182.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55470.089844 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -55470.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55543.964844 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -55543.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55574.292969 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -55574.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55600.539062 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -55600.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55686.027344 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -55686.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55720.289062 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -55720.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55723.699219 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -55723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55728.242188 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -55728.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55728.242188 Penalty: 3157.769287
	Iteration 11F: 3 clusters Score -55728.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109404 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125576 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 241 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 341 members 
Entering Unmasked Estep 
Score: -62777704.000000 Penalty: 74571.539062
Splitting cluster 11 changes total score from -62777580.000000 to -62777704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (109092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Entering Unmasked Estep 
Score: -14629480.000000 Penalty: 2876.786865
	Iteration 0F: 2 clusters Score -1.462948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -14556999.000000 Penalty: 5753.573730
	Iteration 0F: 3 clusters Score -1.4557e+07 nChanged 51733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -14586827.000000 Penalty: 5753.573730
	Iteration 1F: 3 clusters Score -1.458683e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -14587524.000000 Penalty: 5753.573730
	Iteration 2Q: 3 clusters Score -1.458752e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -14588410.000000 Penalty: 5753.573730
	Iteration 3Q: 3 clusters Score -1.458841e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -14589699.000000 Penalty: 5753.573730
	Iteration 4Q: 3 clusters Score -1.45897e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -14591697.000000 Penalty: 5753.573730
	Iteration 5Q: 3 clusters Score -1.45917e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -14594993.000000 Penalty: 5753.573730
	Iteration 6F: 3 clusters Score -1.459499e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -14599966.000000 Penalty: 5753.573730
	Iteration 7F: 3 clusters Score -1.459997e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -14607133.000000 Penalty: 5753.573730
	Iteration 8F: 3 clusters Score -1.460713e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -14615072.000000 Penalty: 5753.573730
	Iteration 9F: 3 clusters Score -1.461507e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -14621190.000000 Penalty: 5753.573730
	Iteration 10F: 3 clusters Score -1.462119e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -14624497.000000 Penalty: 5753.573730
	Iteration 11Q: 3 clusters Score -1.46245e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -14625970.000000 Penalty: 5753.573730
	Iteration 12Q: 3 clusters Score -1.462597e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -14626548.000000 Penalty: 5753.573730
	Iteration 13Q: 3 clusters Score -1.462655e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108089 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14626985.000000 Penalty: 5753.573730
	Iteration 14Q: 3 clusters Score -1.462698e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14627196.000000 Penalty: 5753.573730
	Iteration 15Q: 3 clusters Score -1.46272e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14627361.000000 Penalty: 5753.573730
	Iteration 16Q: 3 clusters Score -1.462736e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14627403.000000 Penalty: 5753.573730
	Iteration 17Q: 3 clusters Score -1.46274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14627469.000000 Penalty: 5753.573730
	Iteration 18Q: 3 clusters Score -1.462747e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14627525.000000 Penalty: 5753.573730
	Iteration 19Q: 3 clusters Score -1.462752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14627544.000000 Penalty: 5753.573730
	Iteration 20F: 3 clusters Score -1.462754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14627576.000000 Penalty: 5753.573730
	Iteration 21Q: 3 clusters Score -1.462758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14627592.000000 Penalty: 5753.573730
	Iteration 22Q: 3 clusters Score -1.462759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14627613.000000 Penalty: 5753.573730
	Iteration 23Q: 3 clusters Score -1.462761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14627615.000000 Penalty: 5753.573730
	Iteration 24Q: 3 clusters Score -1.462762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14627650.000000 Penalty: 5753.573730
	Iteration 25Q: 3 clusters Score -1.462765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -14627638.000000 Penalty: 5753.573730
	Iteration 26Q: 3 clusters Score -1.462764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14627654.000000 Penalty: 5753.573730
	Iteration 27Q: 3 clusters Score -1.462765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14627667.000000 Penalty: 5753.573730
	Iteration 28Q: 3 clusters Score -1.462767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14627663.000000 Penalty: 5753.573730
	Iteration 29Q: 3 clusters Score -1.462766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14627671.000000 Penalty: 5753.573730
	Iteration 30Q: 3 clusters Score -1.462767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14627677.000000 Penalty: 5753.573730
	Iteration 31Q: 3 clusters Score -1.462768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14627677.000000 Penalty: 5753.573730
	Iteration 32Q: 3 clusters Score -1.462768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14627671.000000 Penalty: 5753.573730
	Iteration 33Q: 3 clusters Score -1.462767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14627683.000000 Penalty: 5753.573730
	Iteration 34Q: 3 clusters Score -1.462768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14627681.000000 Penalty: 5753.573730
	Iteration 35Q: 3 clusters Score -1.462768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14627686.000000 Penalty: 5753.573730
	Iteration 36Q: 3 clusters Score -1.462769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14627693.000000 Penalty: 5753.573730
	Iteration 37Q: 3 clusters Score -1.462769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14627695.000000 Penalty: 5753.573730
	Iteration 38Q: 3 clusters Score -1.46277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14627695.000000 Penalty: 5753.573730
	Iteration 39F: 3 clusters Score -1.46277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Entering Unmasked Estep 
Score: -4014058.250000 Penalty: 2551.508789
	Iteration 0F: 2 clusters Score -4014058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3993982.500000 Penalty: 5103.017578
	Iteration 0F: 3 clusters Score -3993982 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4001212.000000 Penalty: 5103.017578
	Iteration 1F: 3 clusters Score -4001212 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4001780.500000 Penalty: 5103.017578
	Iteration 2Q: 3 clusters Score -4001780 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4002370.000000 Penalty: 5103.017578
	Iteration 3Q: 3 clusters Score -4002370 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4003192.000000 Penalty: 5103.017578
	Iteration 4F: 3 clusters Score -4003192 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4004391.000000 Penalty: 5103.017578
	Iteration 5F: 3 clusters Score -4004391 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4006164.250000 Penalty: 5103.017578
	Iteration 6F: 3 clusters Score -4006164 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4008305.750000 Penalty: 5103.017578
	Iteration 7F: 3 clusters Score -4008306 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4010084.250000 Penalty: 5103.017578
	Iteration 8F: 3 clusters Score -4010084 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -4011065.250000 Penalty: 5103.017578
	Iteration 9Q: 3 clusters Score -4011065 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4011516.000000 Penalty: 5103.017578
	Iteration 10Q: 3 clusters Score -4011516 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4011688.500000 Penalty: 5103.017578
	Iteration 11Q: 3 clusters Score -4011688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4011759.500000 Penalty: 5103.017578
	Iteration 12Q: 3 clusters Score -4011760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4011828.000000 Penalty: 5103.017578
	Iteration 13Q: 3 clusters Score -4011828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4011852.000000 Penalty: 5103.017578
	Iteration 14Q: 3 clusters Score -4011852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4011862.000000 Penalty: 5103.017578
	Iteration 15Q: 3 clusters Score -4011862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4011875.000000 Penalty: 5103.017578
	Iteration 16Q: 3 clusters Score -4011875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4011876.250000 Penalty: 5103.017578
	Iteration 17Q: 3 clusters Score -4011876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4011886.250000 Penalty: 5103.017578
	Iteration 18Q: 3 clusters Score -4011886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4011890.250000 Penalty: 5103.017578
	Iteration 19Q: 3 clusters Score -4011890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4011899.750000 Penalty: 5103.017578
	Iteration 20F: 3 clusters Score -4011900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4011907.500000 Penalty: 5103.017578
	Iteration 21Q: 3 clusters Score -4011908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4011918.000000 Penalty: 5103.017578
	Iteration 22Q: 3 clusters Score -4011918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4011926.250000 Penalty: 5103.017578
	Iteration 23Q: 3 clusters Score -4011926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4011932.250000 Penalty: 5103.017578
	Iteration 24Q: 3 clusters Score -4011932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4011935.000000 Penalty: 5103.017578
	Iteration 25Q: 3 clusters Score -4011935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4011935.000000 Penalty: 5103.017578
	Iteration 26F: 3 clusters Score -4011935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -301959.687500 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -301959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -299111.468750 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -299111.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299674.000000 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -299674 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -299852.718750 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -299852.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -299972.750000 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -299972.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300060.906250 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -300060.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -300131.218750 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -300131.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -300208.843750 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -300208.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -300314.156250 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -300314.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -300418.375000 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -300418.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -300516.312500 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -300516.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -300603.781250 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -300603.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300675.062500 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -300675.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -300746.375000 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -300746.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -300843.750000 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -300843.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -300927.437500 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -300927.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -300983.468750 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -300983.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -301026.750000 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -301026.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -301049.218750 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -301049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -301066.156250 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -301066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -301080.937500 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -301080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -301089.312500 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -301089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301093.687500 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -301093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -301097.875000 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -301097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -301101.093750 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -301101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -301101.937500 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -301101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -301102.687500 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -301102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -301102.687500 Penalty: 3860.272461
	Iteration 26F: 3 clusters Score -301102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -278152.656250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -278152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -275421.343750 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -275421.3 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275984.218750 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -275984.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276098.906250 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -276098.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -276167.437500 Penalty: 3816.644531
	Iteration 3Q: 3 clusters Score -276167.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276215.843750 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -276215.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276255.625000 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -276255.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -276296.375000 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -276296.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -276333.812500 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -276333.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -276363.281250 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -276363.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276386.375000 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -276386.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -276414.343750 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -276414.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -276450.500000 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -276450.5 nChanged 41
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: -276494.312500 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -276494.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -276536.406250 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -276536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -276557.968750 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -276558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -276580.531250 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -276580.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -276612.750000 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -276612.8 nChanged 25
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: -276635.781250 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -276635.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -276658.875000 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -276658.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -276681.187500 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -276681.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -276705.187500 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -276705.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -276730.781250 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -276730.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -276764.687500 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -276764.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -276800.312500 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -276800.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -276841.906250 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -276841.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -276884.281250 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -276884.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -276920.218750 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -276920.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -276948.812500 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -276948.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -276974.343750 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -276974.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -276992.781250 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -276992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -277017.500000 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -277017.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -277037.312500 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -277037.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -277054.375000 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -277054.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -277069.437500 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -277069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -277079.625000 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -277079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -277083.781250 Penalty: 3816.644531
	Iteration 35Q: 3 clusters Score -277083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -277087.718750 Penalty: 3816.644531
	Iteration 36Q: 3 clusters Score -277087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -277092.656250 Penalty: 3816.644531
	Iteration 37Q: 3 clusters Score -277092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -277098.593750 Penalty: 3816.644531
	Iteration 38Q: 3 clusters Score -277098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -277100.875000 Penalty: 3816.644531
	Iteration 39Q: 3 clusters Score -277100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -277102.312500 Penalty: 3816.644531
	Iteration 40F: 3 clusters Score -277102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -277104.656250 Penalty: 3816.644531
	Iteration 41Q: 3 clusters Score -277104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -277108.406250 Penalty: 3816.644531
	Iteration 42Q: 3 clusters Score -277108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -277112.562500 Penalty: 3816.644531
	Iteration 43Q: 3 clusters Score -277112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -277113.406250 Penalty: 3816.644531
	Iteration 44Q: 3 clusters Score -277113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -277115.937500 Penalty: 3816.644531
	Iteration 45Q: 3 clusters Score -277115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -277120.968750 Penalty: 3816.644531
	Iteration 46Q: 3 clusters Score -277121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -277126.250000 Penalty: 3816.644531
	Iteration 47Q: 3 clusters Score -277126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -277131.031250 Penalty: 3816.644531
	Iteration 48Q: 3 clusters Score -277131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -277134.281250 Penalty: 3816.644531
	Iteration 49Q: 3 clusters Score -277134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -277139.062500 Penalty: 3816.644531
	Iteration 50Q: 3 clusters Score -277139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -277141.031250 Penalty: 3816.644531
	Iteration 51Q: 3 clusters Score -277141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -277142.843750 Penalty: 3816.644531
	Iteration 52Q: 3 clusters Score -277142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -277146.281250 Penalty: 3816.644531
	Iteration 53Q: 3 clusters Score -277146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -277149.125000 Penalty: 3816.644531
	Iteration 54Q: 3 clusters Score -277149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -277151.312500 Penalty: 3816.644531
	Iteration 55Q: 3 clusters Score -277151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -277151.312500 Penalty: 3816.644531
	Iteration 56F: 3 clusters Score -277151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -626527.312500 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -626527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -622201.812500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -622201.8 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -623196.062500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -623196.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -623395.187500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -623395.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -623520.812500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -623520.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -623596.187500 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -623596.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -623650.250000 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -623650.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -623686.312500 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -623686.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -623714.687500 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -623714.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -623739.437500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -623739.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -623766.812500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -623766.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -623789.812500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -623789.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -623815.250000 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -623815.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -623834.562500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -623834.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -623850.437500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -623850.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -623867.687500 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -623867.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -623886.562500 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -623886.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -623903.750000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -623903.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -623919.562500 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -623919.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -623945.812500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -623945.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -623977.625000 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -623977.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -624003.937500 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -624003.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -624033.500000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -624033.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -624081.687500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -624081.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -624129.312500 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -624129.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -624177.875000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -624177.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -624240.500000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -624240.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -624328.375000 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -624328.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -624416.187500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -624416.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -624492.562500 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -624492.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -624538.250000 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -624538.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -624575.125000 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -624575.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -624602.500000 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -624602.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -624620.312500 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -624620.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -624636.062500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -624636.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -624652.500000 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -624652.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -624669.750000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -624669.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -624680.937500 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -624680.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -624689.812500 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -624689.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -624702.062500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -624702.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -624722.750000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -624722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -624734.625000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -624734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -624740.562500 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -624740.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -624750.750000 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -624750.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -624762.000000 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -624762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -624774.500000 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -624774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -624781.875000 Penalty: 4183.278320
	Iteration 45Q: 3 clusters Score -624781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -624786.687500 Penalty: 4183.278320
	Iteration 46Q: 3 clusters Score -624786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -624794.062500 Penalty: 4183.278320
	Iteration 47Q: 3 clusters Score -624794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -624802.812500 Penalty: 4183.278320
	Iteration 48Q: 3 clusters Score -624802.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -624810.937500 Penalty: 4183.278320
	Iteration 49Q: 3 clusters Score -624810.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -624818.750000 Penalty: 4183.278320
	Iteration 50Q: 3 clusters Score -624818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -624824.187500 Penalty: 4183.278320
	Iteration 51Q: 3 clusters Score -624824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -624828.250000 Penalty: 4183.278320
	Iteration 52Q: 3 clusters Score -624828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -624834.687500 Penalty: 4183.278320
	Iteration 53Q: 3 clusters Score -624834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -624840.125000 Penalty: 4183.278320
	Iteration 54Q: 3 clusters Score -624840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -624840.500000 Penalty: 4183.278320
	Iteration 55Q: 3 clusters Score -624840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -624841.437500 Penalty: 4183.278320
	Iteration 56Q: 3 clusters Score -624841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -624841.437500 Penalty: 4183.278320
	Iteration 57F: 3 clusters Score -624841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -626443.937500 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -626443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -622120.937500 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -622120.9 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -623151.000000 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -623151 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -623343.312500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -623343.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -623455.500000 Penalty: 4192.569824
	Iteration 3Q: 3 clusters Score -623455.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -623540.250000 Penalty: 4192.569824
	Iteration 4Q: 3 clusters Score -623540.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -623612.750000 Penalty: 4192.569824
	Iteration 5Q: 3 clusters Score -623612.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -623679.312500 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -623679.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -623732.625000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -623732.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -623785.187500 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -623785.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -623834.562500 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -623834.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -623893.875000 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -623893.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -623946.125000 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -623946.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -623995.187500 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -623995.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -624039.375000 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -624039.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624071.000000 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -624071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -624099.125000 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -624099.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -624132.437500 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -624132.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -624154.000000 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -624154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -624171.125000 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -624171.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -624185.562500 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -624185.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -624199.312500 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -624199.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -624209.562500 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -624209.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -624219.125000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -624219.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -624228.812500 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -624228.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -624238.187500 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -624238.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -624247.500000 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -624247.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -624257.062500 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -624257.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -624262.000000 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -624262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -624266.187500 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -624266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624270.062500 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -624270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624272.375000 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -624272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -624273.937500 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -624273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -624274.500000 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -624274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -624277.000000 Penalty: 4192.569824
	Iteration 33Q: 3 clusters Score -624277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -624278.562500 Penalty: 4192.569824
	Iteration 34Q: 3 clusters Score -624278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624279.000000 Penalty: 4192.569824
	Iteration 35Q: 3 clusters Score -624279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624279.812500 Penalty: 4192.569824
	Iteration 36Q: 3 clusters Score -624279.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -624283.625000 Penalty: 4192.569824
	Iteration 37Q: 3 clusters Score -624283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624286.062500 Penalty: 4192.569824
	Iteration 38Q: 3 clusters Score -624286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -624286.250000 Penalty: 4192.569824
	Iteration 39Q: 3 clusters Score -624286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -624287.437500 Penalty: 4192.569824
	Iteration 40F: 3 clusters Score -624287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -624292.687500 Penalty: 4192.569824
	Iteration 41Q: 3 clusters Score -624292.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -624295.000000 Penalty: 4192.569824
	Iteration 42Q: 3 clusters Score -624295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624297.187500 Penalty: 4192.569824
	Iteration 43Q: 3 clusters Score -624297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624299.437500 Penalty: 4192.569824
	Iteration 44Q: 3 clusters Score -624299.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624302.062500 Penalty: 4192.569824
	Iteration 45Q: 3 clusters Score -624302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624301.812500 Penalty: 4192.569824
	Iteration 46Q: 3 clusters Score -624301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -624303.937500 Penalty: 4192.569824
	Iteration 47Q: 3 clusters Score -624303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624304.500000 Penalty: 4192.569824
	Iteration 48Q: 3 clusters Score -624304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624306.562500 Penalty: 4192.569824
	Iteration 49Q: 3 clusters Score -624306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624306.687500 Penalty: 4192.569824
	Iteration 50Q: 3 clusters Score -624306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624307.062500 Penalty: 4192.569824
	Iteration 51Q: 3 clusters Score -624307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624307.250000 Penalty: 4192.569824
	Iteration 52Q: 3 clusters Score -624307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -624308.687500 Penalty: 4192.569824
	Iteration 53Q: 3 clusters Score -624308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -624310.312500 Penalty: 4192.569824
	Iteration 54Q: 3 clusters Score -624310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -624311.375000 Penalty: 4192.569824
	Iteration 55Q: 3 clusters Score -624311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624313.562500 Penalty: 4192.569824
	Iteration 56Q: 3 clusters Score -624313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624313.250000 Penalty: 4192.569824
	Iteration 57Q: 3 clusters Score -624313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624313.625000 Penalty: 4192.569824
	Iteration 58Q: 3 clusters Score -624313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624313.625000 Penalty: 4192.569824
	Iteration 59F: 3 clusters Score -624313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -385140.750000 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -385140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -381931.093750 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -381931.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382541.312500 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -382541.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -382705.031250 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -382705 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -382790.937500 Penalty: 3945.890869
	Iteration 3F: 3 clusters Score -382790.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382829.843750 Penalty: 3945.890869
	Iteration 4Q: 3 clusters Score -382829.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -382860.593750 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -382860.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -382875.875000 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -382875.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382891.187500 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -382891.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -382899.312500 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -382899.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -382905.593750 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -382905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -382911.375000 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -382911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -382917.156250 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -382917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -382925.500000 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -382925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382935.437500 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -382935.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -382946.031250 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -382946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382954.156250 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -382954.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -382961.281250 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -382961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -382968.250000 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -382968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -382975.750000 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -382975.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -382982.375000 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -382982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -382986.843750 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -382986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -382990.281250 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -382990.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -382995.843750 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -382995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -382999.781250 Penalty: 3945.890869
	Iteration 23Q: 3 clusters Score -382999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -383003.468750 Penalty: 3945.890869
	Iteration 24Q: 3 clusters Score -383003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -383007.250000 Penalty: 3945.890869
	Iteration 25Q: 3 clusters Score -383007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -383010.875000 Penalty: 3945.890869
	Iteration 26Q: 3 clusters Score -383010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -383011.468750 Penalty: 3945.890869
	Iteration 27Q: 3 clusters Score -383011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -383018.187500 Penalty: 3945.890869
	Iteration 28Q: 3 clusters Score -383018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -383021.156250 Penalty: 3945.890869
	Iteration 29Q: 3 clusters Score -383021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -383024.906250 Penalty: 3945.890869
	Iteration 30Q: 3 clusters Score -383024.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -383029.000000 Penalty: 3945.890869
	Iteration 31Q: 3 clusters Score -383029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -383031.750000 Penalty: 3945.890869
	Iteration 32Q: 3 clusters Score -383031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -383035.281250 Penalty: 3945.890869
	Iteration 33Q: 3 clusters Score -383035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -383038.500000 Penalty: 3945.890869
	Iteration 34Q: 3 clusters Score -383038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -383041.093750 Penalty: 3945.890869
	Iteration 35Q: 3 clusters Score -383041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -383043.062500 Penalty: 3945.890869
	Iteration 36Q: 3 clusters Score -383043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -383046.375000 Penalty: 3945.890869
	Iteration 37Q: 3 clusters Score -383046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -383049.375000 Penalty: 3945.890869
	Iteration 38Q: 3 clusters Score -383049.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -383054.250000 Penalty: 3945.890869
	Iteration 39Q: 3 clusters Score -383054.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -383059.750000 Penalty: 3945.890869
	Iteration 40F: 3 clusters Score -383059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -383067.000000 Penalty: 3945.890869
	Iteration 41Q: 3 clusters Score -383067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -383080.812500 Penalty: 3945.890869
	Iteration 42Q: 3 clusters Score -383080.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -383101.781250 Penalty: 3945.890869
	Iteration 43Q: 3 clusters Score -383101.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -383125.250000 Penalty: 3945.890869
	Iteration 44Q: 3 clusters Score -383125.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -383161.343750 Penalty: 3945.890869
	Iteration 45Q: 3 clusters Score -383161.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -383189.968750 Penalty: 3945.890869
	Iteration 46Q: 3 clusters Score -383190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -383216.187500 Penalty: 3945.890869
	Iteration 47Q: 3 clusters Score -383216.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -383249.125000 Penalty: 3945.890869
	Iteration 48Q: 3 clusters Score -383249.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -383287.937500 Penalty: 3945.890869
	Iteration 49Q: 3 clusters Score -383287.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -383335.812500 Penalty: 3945.890869
	Iteration 50Q: 3 clusters Score -383335.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -383380.625000 Penalty: 3945.890869
	Iteration 51Q: 3 clusters Score -383380.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -383421.968750 Penalty: 3945.890869
	Iteration 52Q: 3 clusters Score -383422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -383458.093750 Penalty: 3945.890869
	Iteration 53Q: 3 clusters Score -383458.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -383493.718750 Penalty: 3945.890869
	Iteration 54Q: 3 clusters Score -383493.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -383522.375000 Penalty: 3945.890869
	Iteration 55Q: 3 clusters Score -383522.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -383541.406250 Penalty: 3945.890869
	Iteration 56Q: 3 clusters Score -383541.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -383555.968750 Penalty: 3945.890869
	Iteration 57Q: 3 clusters Score -383556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -383571.562500 Penalty: 3945.890869
	Iteration 58Q: 3 clusters Score -383571.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -383586.156250 Penalty: 3945.890869
	Iteration 59Q: 3 clusters Score -383586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -383595.687500 Penalty: 3945.890869
	Iteration 60F: 3 clusters Score -383595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -383603.281250 Penalty: 3945.890869
	Iteration 61Q: 3 clusters Score -383603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -383611.843750 Penalty: 3945.890869
	Iteration 62Q: 3 clusters Score -383611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -383615.875000 Penalty: 3945.890869
	Iteration 63Q: 3 clusters Score -383615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -383619.937500 Penalty: 3945.890869
	Iteration 64Q: 3 clusters Score -383619.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -383628.625000 Penalty: 3945.890869
	Iteration 65Q: 3 clusters Score -383628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -383632.375000 Penalty: 3945.890869
	Iteration 66Q: 3 clusters Score -383632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -383638.250000 Penalty: 3945.890869
	Iteration 67Q: 3 clusters Score -383638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -383645.500000 Penalty: 3945.890869
	Iteration 68Q: 3 clusters Score -383645.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -383653.562500 Penalty: 3945.890869
	Iteration 69Q: 3 clusters Score -383653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -383657.625000 Penalty: 3945.890869
	Iteration 70Q: 3 clusters Score -383657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -383662.031250 Penalty: 3945.890869
	Iteration 71Q: 3 clusters Score -383662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -383664.843750 Penalty: 3945.890869
	Iteration 72Q: 3 clusters Score -383664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -383667.656250 Penalty: 3945.890869
	Iteration 73Q: 3 clusters Score -383667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -383670.531250 Penalty: 3945.890869
	Iteration 74Q: 3 clusters Score -383670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -383674.062500 Penalty: 3945.890869
	Iteration 75Q: 3 clusters Score -383674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -383678.656250 Penalty: 3945.890869
	Iteration 76Q: 3 clusters Score -383678.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -383685.843750 Penalty: 3945.890869
	Iteration 77Q: 3 clusters Score -383685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -383689.375000 Penalty: 3945.890869
	Iteration 78Q: 3 clusters Score -383689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -383691.000000 Penalty: 3945.890869
	Iteration 79Q: 3 clusters Score -383691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -383692.343750 Penalty: 3945.890869
	Iteration 80F: 3 clusters Score -383692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -383693.000000 Penalty: 3945.890869
	Iteration 81Q: 3 clusters Score -383693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -383694.406250 Penalty: 3945.890869
	Iteration 82Q: 3 clusters Score -383694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -383694.406250 Penalty: 3945.890869
	Iteration 83F: 3 clusters Score -383694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -370171.593750 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -370171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -366932.656250 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -366932.7 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367575.156250 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -367575.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367729.156250 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -367729.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -367819.218750 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -367819.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -367879.093750 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -367879.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -367918.562500 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -367918.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -367954.000000 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -367954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -367996.093750 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -367996.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -368031.625000 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -368031.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -368060.062500 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -368060.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -368075.281250 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -368075.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -368091.718750 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -368091.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -368105.281250 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -368105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -368117.843750 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -368117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -368129.843750 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -368129.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -368140.250000 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -368140.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -368156.375000 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -368156.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -368170.156250 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -368170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -368181.062500 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -368181.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -368196.000000 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -368196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -368208.000000 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -368208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -368217.843750 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -368217.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -368225.875000 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -368225.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -368231.281250 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -368231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -368232.781250 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -368232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -368234.437500 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -368234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -368235.937500 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -368235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -368237.593750 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -368237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -368240.406250 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -368240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -368241.125000 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -368241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -368241.406250 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -368241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -368241.406250 Penalty: 3956.901855
	Iteration 31F: 3 clusters Score -368241.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -43060.078125 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -43060.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41792.667969 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -41792.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42040.222656 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -42040.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42184.761719 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -42184.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42293.160156 Penalty: 2939.755371
	Iteration 3F: 3 clusters Score -42293.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42329.503906 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -42329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42348.023438 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -42348.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42363.503906 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -42363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42374.503906 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -42374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42403.859375 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -42403.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42429.097656 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -42429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42434.843750 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -42434.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42434.843750 Penalty: 2939.755371
	Iteration 11F: 3 clusters Score -42434.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -1210562.875000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -1210563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1203504.500000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -1203504 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1205520.125000 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -1205520 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1205806.750000 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -1205807 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1205996.250000 Penalty: 4516.730957
	Iteration 3Q: 3 clusters Score -1205996 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1206121.625000 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -1206122 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1206231.875000 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -1206232 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1206322.625000 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -1206323 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1206417.250000 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -1206417 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1206517.750000 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -1206518 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1206642.000000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -1206642 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1206778.000000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -1206778 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1206937.500000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -1206938 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1207105.750000 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -1207106 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1207282.500000 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -1207282 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1207468.625000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -1207469 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1207686.250000 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -1207686 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1207915.000000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -1207915 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1208100.125000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -1208100 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1208243.125000 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -1208243 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1208338.625000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -1208339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1208393.125000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -1208393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1208426.375000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -1208426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1208463.875000 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -1208464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1208491.750000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -1208492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1208509.750000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -1208510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1208531.125000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -1208531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1208544.375000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -1208544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1208552.375000 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -1208552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1208561.875000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -1208562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1208573.625000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -1208574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1208586.375000 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -1208586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1208600.750000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -1208601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1208614.375000 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -1208614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1208624.500000 Penalty: 4516.730957
	Iteration 33Q: 3 clusters Score -1208624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1208628.000000 Penalty: 4516.730957
	Iteration 34Q: 3 clusters Score -1208628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1208631.125000 Penalty: 4516.730957
	Iteration 35Q: 3 clusters Score -1208631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1208633.750000 Penalty: 4516.730957
	Iteration 36Q: 3 clusters Score -1208634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1208636.375000 Penalty: 4516.730957
	Iteration 37Q: 3 clusters Score -1208636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1208636.250000 Penalty: 4516.730957
	Iteration 38Q: 3 clusters Score -1208636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1208636.625000 Penalty: 4516.730957
	Iteration 39Q: 3 clusters Score -1208637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1208636.625000 Penalty: 4516.730957
	Iteration 40F: 3 clusters Score -1208637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109404 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125576 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 241 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 22 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777704.000000 Penalty: 74571.539062
Iteration 159Q: 24 clusters Score -6.27777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109404 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125574 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 241 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777744.000000 Penalty: 74571.539062
Iteration 160F: 24 clusters Score -6.277774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109398 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777784.000000 Penalty: 74571.539062
Iteration 161Q: 24 clusters Score -6.277778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109398 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125580 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777780.000000 Penalty: 74571.539062
Iteration 162Q: 24 clusters Score -6.277778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109399 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125579 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777800.000000 Penalty: 74571.539062
Iteration 163Q: 24 clusters Score -6.27778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109398 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125576 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45649 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777792.000000 Penalty: 74571.539062
Iteration 164Q: 24 clusters Score -6.277779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109397 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45649 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777812.000000 Penalty: 74571.539062
Iteration 165Q: 24 clusters Score -6.277781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109396 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125576 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45650 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109094 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777784.000000 Penalty: 74571.539062
Iteration 166Q: 24 clusters Score -6.277778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109394 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45650 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777784.000000 Penalty: 74571.539062
Iteration 167Q: 24 clusters Score -6.277778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109394 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45651 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777768.000000 Penalty: 74571.539062
Iteration 168Q: 24 clusters Score -6.277777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109394 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125579 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45652 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109091 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777756.000000 Penalty: 74571.539062
Iteration 169Q: 24 clusters Score -6.277776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109390 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125580 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45653 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777756.000000 Penalty: 74571.539062
Iteration 170Q: 24 clusters Score -6.277776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109388 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125580 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45655 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109093 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777744.000000 Penalty: 74571.539062
Iteration 171Q: 24 clusters Score -6.277774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109386 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45657 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777724.000000 Penalty: 74571.539062
Iteration 172Q: 24 clusters Score -6.277772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109384 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45659 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777740.000000 Penalty: 74571.539062
Iteration 173Q: 24 clusters Score -6.277774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109383 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45660 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777740.000000 Penalty: 74571.539062
Iteration 174Q: 24 clusters Score -6.277774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109380 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125578 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777732.000000 Penalty: 74571.539062
Iteration 175Q: 24 clusters Score -6.277773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777752.000000 Penalty: 74571.539062
Iteration 176Q: 24 clusters Score -6.277775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777840.000000 Penalty: 74571.539062
Iteration 177F: 24 clusters Score -6.277784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778168.000000 Penalty: 74571.539062
Iteration 178Q: 24 clusters Score -6.277817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 249 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778176.000000 Penalty: 74571.539062
Iteration 179Q: 24 clusters Score -6.277818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 249 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778384.000000 Penalty: 74571.539062
Iteration 180F: 24 clusters Score -6.277838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778684.000000 Penalty: 74571.539062
Iteration 181Q: 24 clusters Score -6.277868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778716.000000 Penalty: 74571.539062
Iteration 182Q: 24 clusters Score -6.277872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 255 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778720.000000 Penalty: 74571.539062
Iteration 183Q: 24 clusters Score -6.277872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 254 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778724.000000 Penalty: 74571.539062
Iteration 184Q: 24 clusters Score -6.277872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778736.000000 Penalty: 74571.539062
Iteration 185Q: 24 clusters Score -6.277874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778780.000000 Penalty: 74571.539062
Iteration 186Q: 24 clusters Score -6.277878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 242 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778848.000000 Penalty: 74571.539062
Iteration 187Q: 24 clusters Score -6.277885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778880.000000 Penalty: 74571.539062
Iteration 188Q: 24 clusters Score -6.277888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778888.000000 Penalty: 74571.539062
Iteration 189Q: 24 clusters Score -6.277889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778900.000000 Penalty: 74571.539062
Iteration 190Q: 24 clusters Score -6.27789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779888.000000 Penalty: 74571.539062
Iteration 191F: 24 clusters Score -6.277989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 273 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781204.000000 Penalty: 74571.539062
Iteration 192Q: 24 clusters Score -6.27812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781176.000000 Penalty: 74571.539062
Iteration 193Q: 24 clusters Score -6.278118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782708.000000 Penalty: 74571.539062
Iteration 194F: 24 clusters Score -6.278271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783372.000000 Penalty: 74571.539062
Iteration 195Q: 24 clusters Score -6.278337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783424.000000 Penalty: 74571.539062
Iteration 196Q: 24 clusters Score -6.278342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783476.000000 Penalty: 74571.539062
Iteration 197Q: 24 clusters Score -6.278348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783572.000000 Penalty: 74571.539062
Iteration 198Q: 24 clusters Score -6.278357e+07 nChanged 5
Entering ConstructFrom: 
Score: -62783572.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -17762.109375 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -17762.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16827.072266 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -16827.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16921.177734 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -16921.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16944.775391 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -16944.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16946.324219 Penalty: 2570.164795
	Iteration 3F: 3 clusters Score -16946.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16993.056641 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -16993.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17002.833984 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -17002.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17002.833984 Penalty: 2570.164795
	Iteration 6F: 3 clusters Score -17002.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -296159.281250 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -296159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -293374.968750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -293375 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -293901.468750 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -293901.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -294040.000000 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -294040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -294109.812500 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -294109.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -294154.062500 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -294154.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294185.500000 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -294185.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294214.281250 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -294214.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -294232.062500 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -294232.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -294247.843750 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -294247.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -294257.250000 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -294257.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -294266.437500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -294266.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -294282.062500 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -294282.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -294297.718750 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -294297.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -294307.750000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -294307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -294315.125000 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -294315.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -294324.281250 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -294324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -294331.968750 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -294332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -294338.906250 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -294338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -294343.468750 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -294343.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -294346.812500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -294346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -294351.250000 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -294351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -294354.406250 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -294354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -294361.031250 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -294361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -294363.812500 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -294363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -294364.093750 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -294364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -294364.343750 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -294364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -294364.343750 Penalty: 3820.019531
	Iteration 26F: 3 clusters Score -294364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -75680.468750 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -75680.47 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 314 members 
Entering Unmasked Estep 
Score: -74065.765625 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -74065.77 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74283.804688 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -74283.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74355.281250 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -74355.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74393.125000 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -74393.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74423.820312 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -74423.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74451.390625 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -74451.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74465.445312 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -74465.45 nChanged 6
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: -74476.921875 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -74476.92 nChanged 2
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: -74481.937500 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -74481.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74490.031250 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -74490.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74491.648438 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -74491.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74495.140625 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -74495.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74497.531250 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -74497.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74497.531250 Penalty: 3205.662598
	Iteration 13F: 3 clusters Score -74497.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Entering Unmasked Estep 
Score: -14705222.000000 Penalty: 2877.442871
	Iteration 0F: 2 clusters Score -1.470522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -14633029.000000 Penalty: 5754.885742
	Iteration 0F: 3 clusters Score -1.463303e+07 nChanged 51850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -14662866.000000 Penalty: 5754.885742
	Iteration 1F: 3 clusters Score -1.466287e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -14663974.000000 Penalty: 5754.885742
	Iteration 2Q: 3 clusters Score -1.466397e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -14665375.000000 Penalty: 5754.885742
	Iteration 3Q: 3 clusters Score -1.466538e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -14667914.000000 Penalty: 5754.885742
	Iteration 4Q: 3 clusters Score -1.466791e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -14672058.000000 Penalty: 5754.885742
	Iteration 5F: 3 clusters Score -1.467206e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -14678191.000000 Penalty: 5754.885742
	Iteration 6F: 3 clusters Score -1.467819e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -14685797.000000 Penalty: 5754.885742
	Iteration 7F: 3 clusters Score -1.46858e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -14692915.000000 Penalty: 5754.885742
	Iteration 8F: 3 clusters Score -1.469292e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -14697205.000000 Penalty: 5754.885742
	Iteration 9Q: 3 clusters Score -1.46972e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -14698713.000000 Penalty: 5754.885742
	Iteration 10Q: 3 clusters Score -1.469871e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -14699299.000000 Penalty: 5754.885742
	Iteration 11Q: 3 clusters Score -1.46993e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -14699638.000000 Penalty: 5754.885742
	Iteration 12Q: 3 clusters Score -1.469964e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -14699764.000000 Penalty: 5754.885742
	Iteration 13Q: 3 clusters Score -1.469976e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -14699809.000000 Penalty: 5754.885742
	Iteration 14Q: 3 clusters Score -1.469981e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -14699902.000000 Penalty: 5754.885742
	Iteration 15Q: 3 clusters Score -1.46999e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -14699907.000000 Penalty: 5754.885742
	Iteration 16Q: 3 clusters Score -1.469991e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -14699908.000000 Penalty: 5754.885742
	Iteration 17Q: 3 clusters Score -1.469991e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -14699902.000000 Penalty: 5754.885742
	Iteration 18Q: 3 clusters Score -1.46999e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -14699872.000000 Penalty: 5754.885742
	Iteration 19Q: 3 clusters Score -1.469987e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -14699887.000000 Penalty: 5754.885742
	Iteration 20F: 3 clusters Score -1.469989e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -14699879.000000 Penalty: 5754.885742
	Iteration 21Q: 3 clusters Score -1.469988e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -14699861.000000 Penalty: 5754.885742
	Iteration 22Q: 3 clusters Score -1.469986e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -14699779.000000 Penalty: 5754.885742
	Iteration 23Q: 3 clusters Score -1.469978e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -14699709.000000 Penalty: 5754.885742
	Iteration 24Q: 3 clusters Score -1.469971e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -14699656.000000 Penalty: 5754.885742
	Iteration 25Q: 3 clusters Score -1.469966e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -14699619.000000 Penalty: 5754.885742
	Iteration 26Q: 3 clusters Score -1.469962e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -14699595.000000 Penalty: 5754.885742
	Iteration 27Q: 3 clusters Score -1.46996e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -14699522.000000 Penalty: 5754.885742
	Iteration 28Q: 3 clusters Score -1.469952e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -14699439.000000 Penalty: 5754.885742
	Iteration 29Q: 3 clusters Score -1.469944e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -14699351.000000 Penalty: 5754.885742
	Iteration 30Q: 3 clusters Score -1.469935e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -14699271.000000 Penalty: 5754.885742
	Iteration 31Q: 3 clusters Score -1.469927e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -14699205.000000 Penalty: 5754.885742
	Iteration 32Q: 3 clusters Score -1.46992e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -14699104.000000 Penalty: 5754.885742
	Iteration 33Q: 3 clusters Score -1.46991e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -14698993.000000 Penalty: 5754.885742
	Iteration 34Q: 3 clusters Score -1.469899e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -14698868.000000 Penalty: 5754.885742
	Iteration 35Q: 3 clusters Score -1.469887e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -14698787.000000 Penalty: 5754.885742
	Iteration 36Q: 3 clusters Score -1.469879e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -14698756.000000 Penalty: 5754.885742
	Iteration 37Q: 3 clusters Score -1.469876e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -14698547.000000 Penalty: 5754.885742
	Iteration 38Q: 3 clusters Score -1.469855e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -14698468.000000 Penalty: 5754.885742
	Iteration 39Q: 3 clusters Score -1.469847e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -14698334.000000 Penalty: 5754.885742
	Iteration 40F: 3 clusters Score -1.469833e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -14698193.000000 Penalty: 5754.885742
	Iteration 41Q: 3 clusters Score -1.469819e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -14698041.000000 Penalty: 5754.885742
	Iteration 42Q: 3 clusters Score -1.469804e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -14697923.000000 Penalty: 5754.885742
	Iteration 43Q: 3 clusters Score -1.469792e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -14697778.000000 Penalty: 5754.885742
	Iteration 44Q: 3 clusters Score -1.469778e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -14697678.000000 Penalty: 5754.885742
	Iteration 45Q: 3 clusters Score -1.469768e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -14697558.000000 Penalty: 5754.885742
	Iteration 46Q: 3 clusters Score -1.469756e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -14697400.000000 Penalty: 5754.885742
	Iteration 47Q: 3 clusters Score -1.46974e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -14697215.000000 Penalty: 5754.885742
	Iteration 48Q: 3 clusters Score -1.469722e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -14697113.000000 Penalty: 5754.885742
	Iteration 49Q: 3 clusters Score -1.469711e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -14696893.000000 Penalty: 5754.885742
	Iteration 50Q: 3 clusters Score -1.469689e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -14696767.000000 Penalty: 5754.885742
	Iteration 51Q: 3 clusters Score -1.469677e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -14696578.000000 Penalty: 5754.885742
	Iteration 52Q: 3 clusters Score -1.469658e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -14696358.000000 Penalty: 5754.885742
	Iteration 53Q: 3 clusters Score -1.469636e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -14696221.000000 Penalty: 5754.885742
	Iteration 54Q: 3 clusters Score -1.469622e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -14696075.000000 Penalty: 5754.885742
	Iteration 55Q: 3 clusters Score -1.469608e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -14695909.000000 Penalty: 5754.885742
	Iteration 56Q: 3 clusters Score -1.469591e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -14695729.000000 Penalty: 5754.885742
	Iteration 57Q: 3 clusters Score -1.469573e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -14695675.000000 Penalty: 5754.885742
	Iteration 58Q: 3 clusters Score -1.469568e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -14695527.000000 Penalty: 5754.885742
	Iteration 59Q: 3 clusters Score -1.469553e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -14695455.000000 Penalty: 5754.885742
	Iteration 60F: 3 clusters Score -1.469546e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -14695376.000000 Penalty: 5754.885742
	Iteration 61Q: 3 clusters Score -1.469538e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -14695257.000000 Penalty: 5754.885742
	Iteration 62Q: 3 clusters Score -1.469526e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -14695169.000000 Penalty: 5754.885742
	Iteration 63Q: 3 clusters Score -1.469517e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -14695153.000000 Penalty: 5754.885742
	Iteration 64Q: 3 clusters Score -1.469515e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -14695041.000000 Penalty: 5754.885742
	Iteration 65Q: 3 clusters Score -1.469504e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -14694989.000000 Penalty: 5754.885742
	Iteration 66Q: 3 clusters Score -1.469499e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -14694962.000000 Penalty: 5754.885742
	Iteration 67Q: 3 clusters Score -1.469496e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -14695004.000000 Penalty: 5754.885742
	Iteration 68Q: 3 clusters Score -1.4695e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -14694947.000000 Penalty: 5754.885742
	Iteration 69Q: 3 clusters Score -1.469495e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -14694910.000000 Penalty: 5754.885742
	Iteration 70Q: 3 clusters Score -1.469491e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -14694937.000000 Penalty: 5754.885742
	Iteration 71Q: 3 clusters Score -1.469494e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -14694880.000000 Penalty: 5754.885742
	Iteration 72Q: 3 clusters Score -1.469488e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -14694873.000000 Penalty: 5754.885742
	Iteration 73Q: 3 clusters Score -1.469487e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -14694834.000000 Penalty: 5754.885742
	Iteration 74Q: 3 clusters Score -1.469483e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -14694817.000000 Penalty: 5754.885742
	Iteration 75Q: 3 clusters Score -1.469482e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -14694805.000000 Penalty: 5754.885742
	Iteration 76Q: 3 clusters Score -1.46948e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -14694855.000000 Penalty: 5754.885742
	Iteration 77Q: 3 clusters Score -1.469486e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -14694835.000000 Penalty: 5754.885742
	Iteration 78Q: 3 clusters Score -1.469484e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -14694828.000000 Penalty: 5754.885742
	Iteration 79Q: 3 clusters Score -1.469483e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -14694826.000000 Penalty: 5754.885742
	Iteration 80F: 3 clusters Score -1.469483e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -14694824.000000 Penalty: 5754.885742
	Iteration 81Q: 3 clusters Score -1.469482e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -14694813.000000 Penalty: 5754.885742
	Iteration 82Q: 3 clusters Score -1.469481e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -14694810.000000 Penalty: 5754.885742
	Iteration 83Q: 3 clusters Score -1.469481e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -14694806.000000 Penalty: 5754.885742
	Iteration 84Q: 3 clusters Score -1.469481e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -14694782.000000 Penalty: 5754.885742
	Iteration 85Q: 3 clusters Score -1.469478e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -14694777.000000 Penalty: 5754.885742
	Iteration 86Q: 3 clusters Score -1.469478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -14694788.000000 Penalty: 5754.885742
	Iteration 87Q: 3 clusters Score -1.469479e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -14694807.000000 Penalty: 5754.885742
	Iteration 88Q: 3 clusters Score -1.469481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -14694795.000000 Penalty: 5754.885742
	Iteration 89Q: 3 clusters Score -1.46948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -14694792.000000 Penalty: 5754.885742
	Iteration 90Q: 3 clusters Score -1.469479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -14694787.000000 Penalty: 5754.885742
	Iteration 91Q: 3 clusters Score -1.469479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -14694801.000000 Penalty: 5754.885742
	Iteration 92Q: 3 clusters Score -1.46948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -14694805.000000 Penalty: 5754.885742
	Iteration 93Q: 3 clusters Score -1.46948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -14694799.000000 Penalty: 5754.885742
	Iteration 94Q: 3 clusters Score -1.46948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -14694810.000000 Penalty: 5754.885742
	Iteration 95Q: 3 clusters Score -1.469481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -14694823.000000 Penalty: 5754.885742
	Iteration 96Q: 3 clusters Score -1.469482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -14694825.000000 Penalty: 5754.885742
	Iteration 97Q: 3 clusters Score -1.469482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -14694820.000000 Penalty: 5754.885742
	Iteration 98Q: 3 clusters Score -1.469482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -14694824.000000 Penalty: 5754.885742
	Iteration 99Q: 3 clusters Score -1.469482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -14694823.000000 Penalty: 5754.885742
	Iteration 100F: 3 clusters Score -1.469482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -14694813.000000 Penalty: 5754.885742
	Iteration 101Q: 3 clusters Score -1.469481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -14694820.000000 Penalty: 5754.885742
	Iteration 102Q: 3 clusters Score -1.469482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -14694820.000000 Penalty: 5754.885742
	Iteration 103F: 3 clusters Score -1.469482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -13096.626953 Penalty: 1174.577148
	Iteration 0F: 2 clusters Score -13096.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12254.034180 Penalty: 2349.154297
	Iteration 0F: 3 clusters Score -12254.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -88020.625000 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -88020.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86285.734375 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -86285.73 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86656.773438 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -86656.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86947.218750 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -86947.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87125.195312 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -87125.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87330.546875 Penalty: 3310.582520
	Iteration 4F: 3 clusters Score -87330.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87510.195312 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -87510.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87684.960938 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -87684.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87868.718750 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -87868.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88195.671875 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -88195.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88415.257812 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -88415.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88472.859375 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -88472.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88481.789062 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -88481.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88481.789062 Penalty: 3310.582520
	Iteration 12F: 3 clusters Score -88481.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 316 members 
Entering Unmasked Estep 
Score: -62782480.000000 Penalty: 77813.773438
Splitting cluster 6 changes total score from -62783572.000000 to -62782480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Entering Unmasked Estep 
Score: -16865494.000000 Penalty: 2911.687256
	Iteration 0F: 2 clusters Score -1.686549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -16784878.000000 Penalty: 5823.374512
	Iteration 0F: 3 clusters Score -1.678488e+07 nChanged 59563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -16819590.000000 Penalty: 5823.374512
	Iteration 1F: 3 clusters Score -1.681959e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -16820864.000000 Penalty: 5823.374512
	Iteration 2Q: 3 clusters Score -1.682086e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -16822352.000000 Penalty: 5823.374512
	Iteration 3Q: 3 clusters Score -1.682235e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -16824770.000000 Penalty: 5823.374512
	Iteration 4Q: 3 clusters Score -1.682477e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -16828360.000000 Penalty: 5823.374512
	Iteration 5F: 3 clusters Score -1.682836e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -16833890.000000 Penalty: 5823.374512
	Iteration 6F: 3 clusters Score -1.683389e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -16841300.000000 Penalty: 5823.374512
	Iteration 7F: 3 clusters Score -1.68413e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -16847864.000000 Penalty: 5823.374512
	Iteration 8F: 3 clusters Score -1.684786e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -16850892.000000 Penalty: 5823.374512
	Iteration 9F: 3 clusters Score -1.685089e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -16852220.000000 Penalty: 5823.374512
	Iteration 10Q: 3 clusters Score -1.685222e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -16853024.000000 Penalty: 5823.374512
	Iteration 11Q: 3 clusters Score -1.685302e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -16853774.000000 Penalty: 5823.374512
	Iteration 12Q: 3 clusters Score -1.685377e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -16854488.000000 Penalty: 5823.374512
	Iteration 13Q: 3 clusters Score -1.685449e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -16855146.000000 Penalty: 5823.374512
	Iteration 14Q: 3 clusters Score -1.685515e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -16855700.000000 Penalty: 5823.374512
	Iteration 15Q: 3 clusters Score -1.68557e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -16856192.000000 Penalty: 5823.374512
	Iteration 16Q: 3 clusters Score -1.685619e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -16856430.000000 Penalty: 5823.374512
	Iteration 17Q: 3 clusters Score -1.685643e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -16856560.000000 Penalty: 5823.374512
	Iteration 18Q: 3 clusters Score -1.685656e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -16856648.000000 Penalty: 5823.374512
	Iteration 19Q: 3 clusters Score -1.685665e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -16856794.000000 Penalty: 5823.374512
	Iteration 20F: 3 clusters Score -1.685679e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -16856812.000000 Penalty: 5823.374512
	Iteration 21Q: 3 clusters Score -1.685681e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -16856894.000000 Penalty: 5823.374512
	Iteration 22Q: 3 clusters Score -1.685689e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -16856858.000000 Penalty: 5823.374512
	Iteration 23Q: 3 clusters Score -1.685686e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -16856916.000000 Penalty: 5823.374512
	Iteration 24Q: 3 clusters Score -1.685692e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -16856848.000000 Penalty: 5823.374512
	Iteration 25Q: 3 clusters Score -1.685685e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -16856896.000000 Penalty: 5823.374512
	Iteration 26Q: 3 clusters Score -1.68569e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -16856858.000000 Penalty: 5823.374512
	Iteration 27Q: 3 clusters Score -1.685686e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -16856828.000000 Penalty: 5823.374512
	Iteration 28Q: 3 clusters Score -1.685683e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -16856768.000000 Penalty: 5823.374512
	Iteration 29Q: 3 clusters Score -1.685677e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -16856794.000000 Penalty: 5823.374512
	Iteration 30Q: 3 clusters Score -1.685679e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -16856790.000000 Penalty: 5823.374512
	Iteration 31Q: 3 clusters Score -1.685679e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -16856752.000000 Penalty: 5823.374512
	Iteration 32Q: 3 clusters Score -1.685675e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -16856700.000000 Penalty: 5823.374512
	Iteration 33Q: 3 clusters Score -1.68567e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -16856756.000000 Penalty: 5823.374512
	Iteration 34Q: 3 clusters Score -1.685676e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -16856746.000000 Penalty: 5823.374512
	Iteration 35Q: 3 clusters Score -1.685675e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -16856730.000000 Penalty: 5823.374512
	Iteration 36Q: 3 clusters Score -1.685673e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -16856674.000000 Penalty: 5823.374512
	Iteration 37Q: 3 clusters Score -1.685667e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -16856670.000000 Penalty: 5823.374512
	Iteration 38Q: 3 clusters Score -1.685667e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -16856686.000000 Penalty: 5823.374512
	Iteration 39Q: 3 clusters Score -1.685669e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -16856688.000000 Penalty: 5823.374512
	Iteration 40F: 3 clusters Score -1.685669e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -16856680.000000 Penalty: 5823.374512
	Iteration 41Q: 3 clusters Score -1.685668e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -16856708.000000 Penalty: 5823.374512
	Iteration 42Q: 3 clusters Score -1.685671e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -16856694.000000 Penalty: 5823.374512
	Iteration 43Q: 3 clusters Score -1.685669e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -16856700.000000 Penalty: 5823.374512
	Iteration 44Q: 3 clusters Score -1.68567e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -16856680.000000 Penalty: 5823.374512
	Iteration 45Q: 3 clusters Score -1.685668e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -16856676.000000 Penalty: 5823.374512
	Iteration 46Q: 3 clusters Score -1.685668e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -16856726.000000 Penalty: 5823.374512
	Iteration 47Q: 3 clusters Score -1.685673e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -16856750.000000 Penalty: 5823.374512
	Iteration 48Q: 3 clusters Score -1.685675e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -16856760.000000 Penalty: 5823.374512
	Iteration 49Q: 3 clusters Score -1.685676e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -16856918.000000 Penalty: 5823.374512
	Iteration 50Q: 3 clusters Score -1.685692e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -16857026.000000 Penalty: 5823.374512
	Iteration 51Q: 3 clusters Score -1.685703e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -16857200.000000 Penalty: 5823.374512
	Iteration 52Q: 3 clusters Score -1.68572e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -16857298.000000 Penalty: 5823.374512
	Iteration 53Q: 3 clusters Score -1.68573e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -16857416.000000 Penalty: 5823.374512
	Iteration 54Q: 3 clusters Score -1.685742e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -16857636.000000 Penalty: 5823.374512
	Iteration 55Q: 3 clusters Score -1.685764e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -16858032.000000 Penalty: 5823.374512
	Iteration 56Q: 3 clusters Score -1.685803e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -16858382.000000 Penalty: 5823.374512
	Iteration 57Q: 3 clusters Score -1.685838e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -16858630.000000 Penalty: 5823.374512
	Iteration 58Q: 3 clusters Score -1.685863e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -16858886.000000 Penalty: 5823.374512
	Iteration 59Q: 3 clusters Score -1.685889e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -16859208.000000 Penalty: 5823.374512
	Iteration 60F: 3 clusters Score -1.685921e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -16859484.000000 Penalty: 5823.374512
	Iteration 61Q: 3 clusters Score -1.685948e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -16859666.000000 Penalty: 5823.374512
	Iteration 62Q: 3 clusters Score -1.685967e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -16859814.000000 Penalty: 5823.374512
	Iteration 63Q: 3 clusters Score -1.685981e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -16859902.000000 Penalty: 5823.374512
	Iteration 64Q: 3 clusters Score -1.68599e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -16859994.000000 Penalty: 5823.374512
	Iteration 65Q: 3 clusters Score -1.685999e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -16860134.000000 Penalty: 5823.374512
	Iteration 66Q: 3 clusters Score -1.686013e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -16860336.000000 Penalty: 5823.374512
	Iteration 67Q: 3 clusters Score -1.686034e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -16860458.000000 Penalty: 5823.374512
	Iteration 68Q: 3 clusters Score -1.686046e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 109693 members 
Entering Unmasked Estep 
Score: -16860574.000000 Penalty: 5823.374512
	Iteration 69Q: 3 clusters Score -1.686057e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -16860708.000000 Penalty: 5823.374512
	Iteration 70Q: 3 clusters Score -1.686071e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -16860800.000000 Penalty: 5823.374512
	Iteration 71Q: 3 clusters Score -1.68608e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -16860900.000000 Penalty: 5823.374512
	Iteration 72Q: 3 clusters Score -1.68609e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -16860946.000000 Penalty: 5823.374512
	Iteration 73Q: 3 clusters Score -1.686095e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -16861036.000000 Penalty: 5823.374512
	Iteration 74Q: 3 clusters Score -1.686104e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 112843 members 
Entering Unmasked Estep 
Score: -16861068.000000 Penalty: 5823.374512
	Iteration 75Q: 3 clusters Score -1.686107e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -16861124.000000 Penalty: 5823.374512
	Iteration 76Q: 3 clusters Score -1.686112e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -16861194.000000 Penalty: 5823.374512
	Iteration 77Q: 3 clusters Score -1.686119e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 114193 members 
Entering Unmasked Estep 
Score: -16861314.000000 Penalty: 5823.374512
	Iteration 78Q: 3 clusters Score -1.686131e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -16861332.000000 Penalty: 5823.374512
	Iteration 79Q: 3 clusters Score -1.686133e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 115075 members 
Entering Unmasked Estep 
Score: -16861370.000000 Penalty: 5823.374512
	Iteration 80F: 3 clusters Score -1.686137e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -16861448.000000 Penalty: 5823.374512
	Iteration 81Q: 3 clusters Score -1.686145e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -16861500.000000 Penalty: 5823.374512
	Iteration 82Q: 3 clusters Score -1.68615e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -16861594.000000 Penalty: 5823.374512
	Iteration 83Q: 3 clusters Score -1.686159e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -16861654.000000 Penalty: 5823.374512
	Iteration 84Q: 3 clusters Score -1.686165e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 117125 members 
Entering Unmasked Estep 
Score: -16861756.000000 Penalty: 5823.374512
	Iteration 85Q: 3 clusters Score -1.686176e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -16861830.000000 Penalty: 5823.374512
	Iteration 86Q: 3 clusters Score -1.686183e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -16861886.000000 Penalty: 5823.374512
	Iteration 87Q: 3 clusters Score -1.686189e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -16861956.000000 Penalty: 5823.374512
	Iteration 88Q: 3 clusters Score -1.686196e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 118456 members 
Entering Unmasked Estep 
Score: -16862046.000000 Penalty: 5823.374512
	Iteration 89Q: 3 clusters Score -1.686205e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -16862086.000000 Penalty: 5823.374512
	Iteration 90Q: 3 clusters Score -1.686209e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -16862170.000000 Penalty: 5823.374512
	Iteration 91Q: 3 clusters Score -1.686217e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 119294 members 
Entering Unmasked Estep 
Score: -16862212.000000 Penalty: 5823.374512
	Iteration 92Q: 3 clusters Score -1.686221e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 119572 members 
Entering Unmasked Estep 
Score: -16862290.000000 Penalty: 5823.374512
	Iteration 93Q: 3 clusters Score -1.686229e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -16862340.000000 Penalty: 5823.374512
	Iteration 94Q: 3 clusters Score -1.686234e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 120073 members 
Entering Unmasked Estep 
Score: -16862414.000000 Penalty: 5823.374512
	Iteration 95Q: 3 clusters Score -1.686241e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -16862480.000000 Penalty: 5823.374512
	Iteration 96Q: 3 clusters Score -1.686248e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -16862556.000000 Penalty: 5823.374512
	Iteration 97Q: 3 clusters Score -1.686256e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 120801 members 
Entering Unmasked Estep 
Score: -16862616.000000 Penalty: 5823.374512
	Iteration 98Q: 3 clusters Score -1.686262e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -16862706.000000 Penalty: 5823.374512
	Iteration 99Q: 3 clusters Score -1.686271e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -16862748.000000 Penalty: 5823.374512
	Iteration 100F: 3 clusters Score -1.686275e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -16862772.000000 Penalty: 5823.374512
	Iteration 101Q: 3 clusters Score -1.686277e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 121573 members 
Entering Unmasked Estep 
Score: -16862814.000000 Penalty: 5823.374512
	Iteration 102Q: 3 clusters Score -1.686281e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -16862846.000000 Penalty: 5823.374512
	Iteration 103Q: 3 clusters Score -1.686285e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 121854 members 
Entering Unmasked Estep 
Score: -16862890.000000 Penalty: 5823.374512
	Iteration 104Q: 3 clusters Score -1.686289e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 121994 members 
Entering Unmasked Estep 
Score: -16862920.000000 Penalty: 5823.374512
	Iteration 105Q: 3 clusters Score -1.686292e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 122131 members 
Entering Unmasked Estep 
Score: -16862940.000000 Penalty: 5823.374512
	Iteration 106Q: 3 clusters Score -1.686294e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -16862938.000000 Penalty: 5823.374512
	Iteration 107Q: 3 clusters Score -1.686294e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -16862984.000000 Penalty: 5823.374512
	Iteration 108Q: 3 clusters Score -1.686298e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -16863002.000000 Penalty: 5823.374512
	Iteration 109Q: 3 clusters Score -1.6863e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -16863010.000000 Penalty: 5823.374512
	Iteration 110Q: 3 clusters Score -1.686301e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -16862988.000000 Penalty: 5823.374512
	Iteration 111Q: 3 clusters Score -1.686299e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 122653 members 
Entering Unmasked Estep 
Score: -16862972.000000 Penalty: 5823.374512
	Iteration 112Q: 3 clusters Score -1.686297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -16862998.000000 Penalty: 5823.374512
	Iteration 113Q: 3 clusters Score -1.6863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -16863006.000000 Penalty: 5823.374512
	Iteration 114Q: 3 clusters Score -1.686301e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -16863016.000000 Penalty: 5823.374512
	Iteration 115Q: 3 clusters Score -1.686302e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -16863026.000000 Penalty: 5823.374512
	Iteration 116Q: 3 clusters Score -1.686303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 122950 members 
Entering Unmasked Estep 
Score: -16863072.000000 Penalty: 5823.374512
	Iteration 117Q: 3 clusters Score -1.686307e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 122999 members 
Entering Unmasked Estep 
Score: -16863102.000000 Penalty: 5823.374512
	Iteration 118Q: 3 clusters Score -1.68631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 123051 members 
Entering Unmasked Estep 
Score: -16863114.000000 Penalty: 5823.374512
	Iteration 119Q: 3 clusters Score -1.686311e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 123105 members 
Entering Unmasked Estep 
Score: -16863102.000000 Penalty: 5823.374512
	Iteration 120F: 3 clusters Score -1.68631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -16863122.000000 Penalty: 5823.374512
	Iteration 121Q: 3 clusters Score -1.686312e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -16863110.000000 Penalty: 5823.374512
	Iteration 122Q: 3 clusters Score -1.686311e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -16863142.000000 Penalty: 5823.374512
	Iteration 123Q: 3 clusters Score -1.686314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 123300 members 
Entering Unmasked Estep 
Score: -16863144.000000 Penalty: 5823.374512
	Iteration 124Q: 3 clusters Score -1.686314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -16863152.000000 Penalty: 5823.374512
	Iteration 125Q: 3 clusters Score -1.686315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -16863154.000000 Penalty: 5823.374512
	Iteration 126Q: 3 clusters Score -1.686315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 123435 members 
Entering Unmasked Estep 
Score: -16863174.000000 Penalty: 5823.374512
	Iteration 127Q: 3 clusters Score -1.686317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -16863182.000000 Penalty: 5823.374512
	Iteration 128Q: 3 clusters Score -1.686318e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 123517 members 
Entering Unmasked Estep 
Score: -16863216.000000 Penalty: 5823.374512
	Iteration 129Q: 3 clusters Score -1.686322e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -16863208.000000 Penalty: 5823.374512
	Iteration 130Q: 3 clusters Score -1.686321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -16863214.000000 Penalty: 5823.374512
	Iteration 131Q: 3 clusters Score -1.686321e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -16863244.000000 Penalty: 5823.374512
	Iteration 132Q: 3 clusters Score -1.686324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -16863236.000000 Penalty: 5823.374512
	Iteration 133Q: 3 clusters Score -1.686324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -16863248.000000 Penalty: 5823.374512
	Iteration 134Q: 3 clusters Score -1.686325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -16863232.000000 Penalty: 5823.374512
	Iteration 135Q: 3 clusters Score -1.686323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -16863236.000000 Penalty: 5823.374512
	Iteration 136Q: 3 clusters Score -1.686324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -16863248.000000 Penalty: 5823.374512
	Iteration 137Q: 3 clusters Score -1.686325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -16863252.000000 Penalty: 5823.374512
	Iteration 138Q: 3 clusters Score -1.686325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 123828 members 
Entering Unmasked Estep 
Score: -16863248.000000 Penalty: 5823.374512
	Iteration 139Q: 3 clusters Score -1.686325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -16863258.000000 Penalty: 5823.374512
	Iteration 140F: 3 clusters Score -1.686326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -16863260.000000 Penalty: 5823.374512
	Iteration 141Q: 3 clusters Score -1.686326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 123888 members 
Entering Unmasked Estep 
Score: -16863268.000000 Penalty: 5823.374512
	Iteration 142Q: 3 clusters Score -1.686327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -16863268.000000 Penalty: 5823.374512
	Iteration 143Q: 3 clusters Score -1.686327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -16863266.000000 Penalty: 5823.374512
	Iteration 144Q: 3 clusters Score -1.686327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -16863286.000000 Penalty: 5823.374512
	Iteration 145Q: 3 clusters Score -1.686329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 123970 members 
Entering Unmasked Estep 
Score: -16863280.000000 Penalty: 5823.374512
	Iteration 146Q: 3 clusters Score -1.686328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 123976 members 
Entering Unmasked Estep 
Score: -16863274.000000 Penalty: 5823.374512
	Iteration 147Q: 3 clusters Score -1.686327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 123985 members 
Entering Unmasked Estep 
Score: -16863282.000000 Penalty: 5823.374512
	Iteration 148Q: 3 clusters Score -1.686328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -16863286.000000 Penalty: 5823.374512
	Iteration 149Q: 3 clusters Score -1.686329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -16863296.000000 Penalty: 5823.374512
	Iteration 150Q: 3 clusters Score -1.68633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 124003 members 
Entering Unmasked Estep 
Score: -16863296.000000 Penalty: 5823.374512
	Iteration 151Q: 3 clusters Score -1.68633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -16863308.000000 Penalty: 5823.374512
	Iteration 152Q: 3 clusters Score -1.686331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 124010 members 
Entering Unmasked Estep 
Score: -16863306.000000 Penalty: 5823.374512
	Iteration 153Q: 3 clusters Score -1.686331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -16863304.000000 Penalty: 5823.374512
	Iteration 154Q: 3 clusters Score -1.68633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -16863302.000000 Penalty: 5823.374512
	Iteration 155Q: 3 clusters Score -1.68633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -16863294.000000 Penalty: 5823.374512
	Iteration 156Q: 3 clusters Score -1.686329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 124030 members 
Entering Unmasked Estep 
Score: -16863298.000000 Penalty: 5823.374512
	Iteration 157Q: 3 clusters Score -1.68633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -16863292.000000 Penalty: 5823.374512
	Iteration 158Q: 3 clusters Score -1.686329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 124037 members 
Entering Unmasked Estep 
Score: -16863294.000000 Penalty: 5823.374512
	Iteration 159Q: 3 clusters Score -1.686329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -16863300.000000 Penalty: 5823.374512
	Iteration 160F: 3 clusters Score -1.68633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -16863288.000000 Penalty: 5823.374512
	Iteration 161Q: 3 clusters Score -1.686329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -16863294.000000 Penalty: 5823.374512
	Iteration 162Q: 3 clusters Score -1.686329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 124043 members 
Entering Unmasked Estep 
Score: -16863292.000000 Penalty: 5823.374512
	Iteration 163Q: 3 clusters Score -1.686329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -16863286.000000 Penalty: 5823.374512
	Iteration 164Q: 3 clusters Score -1.686329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -16863284.000000 Penalty: 5823.374512
	Iteration 165Q: 3 clusters Score -1.686328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 124053 members 
Entering Unmasked Estep 
Score: -16863300.000000 Penalty: 5823.374512
	Iteration 166Q: 3 clusters Score -1.68633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -16863300.000000 Penalty: 5823.374512
	Iteration 167Q: 3 clusters Score -1.68633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -16863294.000000 Penalty: 5823.374512
	Iteration 168Q: 3 clusters Score -1.686329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -16863300.000000 Penalty: 5823.374512
	Iteration 169Q: 3 clusters Score -1.68633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -16863296.000000 Penalty: 5823.374512
	Iteration 170Q: 3 clusters Score -1.68633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 124071 members 
Entering Unmasked Estep 
Score: -16863302.000000 Penalty: 5823.374512
	Iteration 171Q: 3 clusters Score -1.68633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -16863296.000000 Penalty: 5823.374512
	Iteration 172Q: 3 clusters Score -1.68633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 124080 members 
Entering Unmasked Estep 
Score: -16863316.000000 Penalty: 5823.374512
	Iteration 173Q: 3 clusters Score -1.686332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -16863306.000000 Penalty: 5823.374512
	Iteration 174Q: 3 clusters Score -1.686331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -16863306.000000 Penalty: 5823.374512
	Iteration 175F: 3 clusters Score -1.686331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Entering Unmasked Estep 
Score: -2671114.750000 Penalty: 2452.090088
	Iteration 0F: 2 clusters Score -2671115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2657176.750000 Penalty: 4904.180176
	Iteration 0F: 3 clusters Score -2657177 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2661858.500000 Penalty: 4904.180176
	Iteration 1F: 3 clusters Score -2661858 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2662256.500000 Penalty: 4904.180176
	Iteration 2F: 3 clusters Score -2662256 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2662580.000000 Penalty: 4904.180176
	Iteration 3Q: 3 clusters Score -2662580 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2662856.250000 Penalty: 4904.180176
	Iteration 4Q: 3 clusters Score -2662856 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2663182.750000 Penalty: 4904.180176
	Iteration 5Q: 3 clusters Score -2663183 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2663563.750000 Penalty: 4904.180176
	Iteration 6Q: 3 clusters Score -2663564 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2664007.500000 Penalty: 4904.180176
	Iteration 7Q: 3 clusters Score -2664008 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2664531.750000 Penalty: 4904.180176
	Iteration 8Q: 3 clusters Score -2664532 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2665187.250000 Penalty: 4904.180176
	Iteration 9Q: 3 clusters Score -2665187 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2665895.750000 Penalty: 4904.180176
	Iteration 10Q: 3 clusters Score -2665896 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2666550.000000 Penalty: 4904.180176
	Iteration 11Q: 3 clusters Score -2666550 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2667103.250000 Penalty: 4904.180176
	Iteration 12Q: 3 clusters Score -2667103 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2667559.250000 Penalty: 4904.180176
	Iteration 13Q: 3 clusters Score -2667559 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2667882.750000 Penalty: 4904.180176
	Iteration 14Q: 3 clusters Score -2667883 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2668103.500000 Penalty: 4904.180176
	Iteration 15Q: 3 clusters Score -2668104 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2668265.750000 Penalty: 4904.180176
	Iteration 16Q: 3 clusters Score -2668266 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2668399.500000 Penalty: 4904.180176
	Iteration 17Q: 3 clusters Score -2668400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2668504.750000 Penalty: 4904.180176
	Iteration 18Q: 3 clusters Score -2668505 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2668582.500000 Penalty: 4904.180176
	Iteration 19Q: 3 clusters Score -2668582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2668659.250000 Penalty: 4904.180176
	Iteration 20F: 3 clusters Score -2668659 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2668702.250000 Penalty: 4904.180176
	Iteration 21Q: 3 clusters Score -2668702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2668749.000000 Penalty: 4904.180176
	Iteration 22Q: 3 clusters Score -2668749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2668788.000000 Penalty: 4904.180176
	Iteration 23Q: 3 clusters Score -2668788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2668817.250000 Penalty: 4904.180176
	Iteration 24Q: 3 clusters Score -2668817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2668837.500000 Penalty: 4904.180176
	Iteration 25Q: 3 clusters Score -2668838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2668860.750000 Penalty: 4904.180176
	Iteration 26Q: 3 clusters Score -2668861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2668883.250000 Penalty: 4904.180176
	Iteration 27Q: 3 clusters Score -2668883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2668902.000000 Penalty: 4904.180176
	Iteration 28Q: 3 clusters Score -2668902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2668930.000000 Penalty: 4904.180176
	Iteration 29Q: 3 clusters Score -2668930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2668945.750000 Penalty: 4904.180176
	Iteration 30Q: 3 clusters Score -2668946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2668962.750000 Penalty: 4904.180176
	Iteration 31Q: 3 clusters Score -2668963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2668975.000000 Penalty: 4904.180176
	Iteration 32Q: 3 clusters Score -2668975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2668985.250000 Penalty: 4904.180176
	Iteration 33Q: 3 clusters Score -2668985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2669002.500000 Penalty: 4904.180176
	Iteration 34Q: 3 clusters Score -2669002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2669015.250000 Penalty: 4904.180176
	Iteration 35Q: 3 clusters Score -2669015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2669023.250000 Penalty: 4904.180176
	Iteration 36Q: 3 clusters Score -2669023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2669029.000000 Penalty: 4904.180176
	Iteration 37Q: 3 clusters Score -2669029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2669028.000000 Penalty: 4904.180176
	Iteration 38Q: 3 clusters Score -2669028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2669031.250000 Penalty: 4904.180176
	Iteration 39Q: 3 clusters Score -2669031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2669031.250000 Penalty: 4904.180176
	Iteration 40F: 3 clusters Score -2669031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2669035.750000 Penalty: 4904.180176
	Iteration 41Q: 3 clusters Score -2669036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2669035.750000 Penalty: 4904.180176
	Iteration 42Q: 3 clusters Score -2669036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2669033.750000 Penalty: 4904.180176
	Iteration 43Q: 3 clusters Score -2669034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2669033.750000 Penalty: 4904.180176
	Iteration 44Q: 3 clusters Score -2669034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2669035.750000 Penalty: 4904.180176
	Iteration 45Q: 3 clusters Score -2669036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2669034.250000 Penalty: 4904.180176
	Iteration 46Q: 3 clusters Score -2669034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2669038.750000 Penalty: 4904.180176
	Iteration 47Q: 3 clusters Score -2669039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2669042.250000 Penalty: 4904.180176
	Iteration 48Q: 3 clusters Score -2669042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2669040.000000 Penalty: 4904.180176
	Iteration 49Q: 3 clusters Score -2669040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2669040.250000 Penalty: 4904.180176
	Iteration 50Q: 3 clusters Score -2669040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2669042.250000 Penalty: 4904.180176
	Iteration 51Q: 3 clusters Score -2669042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2669039.000000 Penalty: 4904.180176
	Iteration 52Q: 3 clusters Score -2669039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2669036.250000 Penalty: 4904.180176
	Iteration 53Q: 3 clusters Score -2669036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2669036.000000 Penalty: 4904.180176
	Iteration 54Q: 3 clusters Score -2669036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2669038.000000 Penalty: 4904.180176
	Iteration 55Q: 3 clusters Score -2669038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2669038.000000 Penalty: 4904.180176
	Iteration 56Q: 3 clusters Score -2669038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2669038.000000 Penalty: 4904.180176
	Iteration 57F: 3 clusters Score -2669038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Entering Unmasked Estep 
Score: -5973523.500000 Penalty: 2660.802979
	Iteration 0F: 2 clusters Score -5973524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5942708.000000 Penalty: 5321.605957
	Iteration 0F: 3 clusters Score -5942708 nChanged 20886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5953979.000000 Penalty: 5321.605957
	Iteration 1F: 3 clusters Score -5953979 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5954546.000000 Penalty: 5321.605957
	Iteration 2Q: 3 clusters Score -5954546 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -5955161.500000 Penalty: 5321.605957
	Iteration 3Q: 3 clusters Score -5955162 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5955892.500000 Penalty: 5321.605957
	Iteration 4Q: 3 clusters Score -5955892 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5956830.000000 Penalty: 5321.605957
	Iteration 5Q: 3 clusters Score -5956830 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5958007.000000 Penalty: 5321.605957
	Iteration 6F: 3 clusters Score -5958007 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5959453.000000 Penalty: 5321.605957
	Iteration 7F: 3 clusters Score -5959453 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5961117.000000 Penalty: 5321.605957
	Iteration 8F: 3 clusters Score -5961117 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5962839.000000 Penalty: 5321.605957
	Iteration 9F: 3 clusters Score -5962839 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5964405.500000 Penalty: 5321.605957
	Iteration 10F: 3 clusters Score -5964406 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5965654.500000 Penalty: 5321.605957
	Iteration 11Q: 3 clusters Score -5965654 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5966686.000000 Penalty: 5321.605957
	Iteration 12Q: 3 clusters Score -5966686 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -5967582.500000 Penalty: 5321.605957
	Iteration 13Q: 3 clusters Score -5967582 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5968315.000000 Penalty: 5321.605957
	Iteration 14Q: 3 clusters Score -5968315 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5969147.500000 Penalty: 5321.605957
	Iteration 15Q: 3 clusters Score -5969148 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5970006.000000 Penalty: 5321.605957
	Iteration 16Q: 3 clusters Score -5970006 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5970824.500000 Penalty: 5321.605957
	Iteration 17Q: 3 clusters Score -5970824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5971129.000000 Penalty: 5321.605957
	Iteration 18Q: 3 clusters Score -5971129 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -5971262.000000 Penalty: 5321.605957
	Iteration 19Q: 3 clusters Score -5971262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5971338.000000 Penalty: 5321.605957
	Iteration 20F: 3 clusters Score -5971338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5971376.500000 Penalty: 5321.605957
	Iteration 21Q: 3 clusters Score -5971376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5971385.500000 Penalty: 5321.605957
	Iteration 22Q: 3 clusters Score -5971386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5971390.500000 Penalty: 5321.605957
	Iteration 23Q: 3 clusters Score -5971390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5971403.000000 Penalty: 5321.605957
	Iteration 24Q: 3 clusters Score -5971403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5971418.500000 Penalty: 5321.605957
	Iteration 25Q: 3 clusters Score -5971418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5971426.000000 Penalty: 5321.605957
	Iteration 26Q: 3 clusters Score -5971426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5971417.500000 Penalty: 5321.605957
	Iteration 27Q: 3 clusters Score -5971418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5971413.000000 Penalty: 5321.605957
	Iteration 28Q: 3 clusters Score -5971413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -5971414.500000 Penalty: 5321.605957
	Iteration 29Q: 3 clusters Score -5971414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5971418.500000 Penalty: 5321.605957
	Iteration 30Q: 3 clusters Score -5971418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -5971426.500000 Penalty: 5321.605957
	Iteration 31Q: 3 clusters Score -5971426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5971429.500000 Penalty: 5321.605957
	Iteration 32Q: 3 clusters Score -5971430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -5971435.000000 Penalty: 5321.605957
	Iteration 33Q: 3 clusters Score -5971435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5971428.500000 Penalty: 5321.605957
	Iteration 34Q: 3 clusters Score -5971428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5971428.500000 Penalty: 5321.605957
	Iteration 35F: 3 clusters Score -5971428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -412424.906250 Penalty: 1995.067261
	Iteration 0F: 2 clusters Score -412424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -409051.156250 Penalty: 3990.134521
	Iteration 0F: 3 clusters Score -409051.2 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -409786.937500 Penalty: 3990.134521
	Iteration 1F: 3 clusters Score -409786.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410002.250000 Penalty: 3990.134521
	Iteration 2F: 3 clusters Score -410002.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -410195.125000 Penalty: 3990.134521
	Iteration 3F: 3 clusters Score -410195.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -410424.781250 Penalty: 3990.134521
	Iteration 4F: 3 clusters Score -410424.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -410732.500000 Penalty: 3990.134521
	Iteration 5F: 3 clusters Score -410732.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -411089.406250 Penalty: 3990.134521
	Iteration 6F: 3 clusters Score -411089.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -411426.250000 Penalty: 3990.134521
	Iteration 7F: 3 clusters Score -411426.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -411796.562500 Penalty: 3990.134521
	Iteration 8F: 3 clusters Score -411796.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -412004.562500 Penalty: 3990.134521
	Iteration 9Q: 3 clusters Score -412004.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -412108.593750 Penalty: 3990.134521
	Iteration 10Q: 3 clusters Score -412108.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -412144.812500 Penalty: 3990.134521
	Iteration 11Q: 3 clusters Score -412144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -412155.312500 Penalty: 3990.134521
	Iteration 12Q: 3 clusters Score -412155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -412159.531250 Penalty: 3990.134521
	Iteration 13Q: 3 clusters Score -412159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -412161.843750 Penalty: 3990.134521
	Iteration 14Q: 3 clusters Score -412161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -412162.937500 Penalty: 3990.134521
	Iteration 15Q: 3 clusters Score -412162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -412164.781250 Penalty: 3990.134521
	Iteration 16Q: 3 clusters Score -412164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -412165.593750 Penalty: 3990.134521
	Iteration 17Q: 3 clusters Score -412165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -412167.375000 Penalty: 3990.134521
	Iteration 18Q: 3 clusters Score -412167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -412167.375000 Penalty: 3990.134521
	Iteration 19F: 3 clusters Score -412167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -25110.388672 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -25110.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23919.117188 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -23919.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24259.697266 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -24259.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24439.183594 Penalty: 2796.624023
	Iteration 2F: 3 clusters Score -24439.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24531.814453 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -24531.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24585.406250 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -24585.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24654.753906 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -24654.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24693.699219 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -24693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24693.699219 Penalty: 2796.624023
	Iteration 7F: 3 clusters Score -24693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Entering Unmasked Estep 
Score: -14629866.000000 Penalty: 2876.793701
	Iteration 0F: 2 clusters Score -1.462987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -14557837.000000 Penalty: 5753.587402
	Iteration 0F: 3 clusters Score -1.455784e+07 nChanged 51695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -14587363.000000 Penalty: 5753.587402
	Iteration 1F: 3 clusters Score -1.458736e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -14588835.000000 Penalty: 5753.587402
	Iteration 2Q: 3 clusters Score -1.458884e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -14591206.000000 Penalty: 5753.587402
	Iteration 3Q: 3 clusters Score -1.459121e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -14595381.000000 Penalty: 5753.587402
	Iteration 4F: 3 clusters Score -1.459538e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -14602171.000000 Penalty: 5753.587402
	Iteration 5F: 3 clusters Score -1.460217e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -14611448.000000 Penalty: 5753.587402
	Iteration 6F: 3 clusters Score -1.461145e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -14619861.000000 Penalty: 5753.587402
	Iteration 7F: 3 clusters Score -1.461986e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -14624726.000000 Penalty: 5753.587402
	Iteration 8Q: 3 clusters Score -1.462473e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -14626390.000000 Penalty: 5753.587402
	Iteration 9Q: 3 clusters Score -1.462639e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14626942.000000 Penalty: 5753.587402
	Iteration 10Q: 3 clusters Score -1.462694e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14627160.000000 Penalty: 5753.587402
	Iteration 11Q: 3 clusters Score -1.462716e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14627242.000000 Penalty: 5753.587402
	Iteration 12Q: 3 clusters Score -1.462724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14627277.000000 Penalty: 5753.587402
	Iteration 13Q: 3 clusters Score -1.462728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14627291.000000 Penalty: 5753.587402
	Iteration 14Q: 3 clusters Score -1.462729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14627281.000000 Penalty: 5753.587402
	Iteration 15Q: 3 clusters Score -1.462728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14627300.000000 Penalty: 5753.587402
	Iteration 16Q: 3 clusters Score -1.46273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14627312.000000 Penalty: 5753.587402
	Iteration 17Q: 3 clusters Score -1.462731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108828 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14627324.000000 Penalty: 5753.587402
	Iteration 18Q: 3 clusters Score -1.462732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108828 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14627316.000000 Penalty: 5753.587402
	Iteration 19Q: 3 clusters Score -1.462732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14627326.000000 Penalty: 5753.587402
	Iteration 20F: 3 clusters Score -1.462733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14627328.000000 Penalty: 5753.587402
	Iteration 21Q: 3 clusters Score -1.462733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14627327.000000 Penalty: 5753.587402
	Iteration 22Q: 3 clusters Score -1.462733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14627329.000000 Penalty: 5753.587402
	Iteration 23Q: 3 clusters Score -1.462733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14627321.000000 Penalty: 5753.587402
	Iteration 24Q: 3 clusters Score -1.462732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14627329.000000 Penalty: 5753.587402
	Iteration 25Q: 3 clusters Score -1.462733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14627329.000000 Penalty: 5753.587402
	Iteration 26Q: 3 clusters Score -1.462733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14627325.000000 Penalty: 5753.587402
	Iteration 27Q: 3 clusters Score -1.462732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14627325.000000 Penalty: 5753.587402
	Iteration 28F: 3 clusters Score -1.462732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Entering Unmasked Estep 
Score: -4014058.250000 Penalty: 2551.508789
	Iteration 0F: 2 clusters Score -4014058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3994017.250000 Penalty: 5103.017578
	Iteration 0F: 3 clusters Score -3994017 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4001125.250000 Penalty: 5103.017578
	Iteration 1F: 3 clusters Score -4001125 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4001501.000000 Penalty: 5103.017578
	Iteration 2Q: 3 clusters Score -4001501 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4001846.000000 Penalty: 5103.017578
	Iteration 3Q: 3 clusters Score -4001846 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4002150.000000 Penalty: 5103.017578
	Iteration 4Q: 3 clusters Score -4002150 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4002477.500000 Penalty: 5103.017578
	Iteration 5Q: 3 clusters Score -4002478 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4002835.250000 Penalty: 5103.017578
	Iteration 6Q: 3 clusters Score -4002835 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4003327.500000 Penalty: 5103.017578
	Iteration 7Q: 3 clusters Score -4003328 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4003972.250000 Penalty: 5103.017578
	Iteration 8Q: 3 clusters Score -4003972 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4004829.750000 Penalty: 5103.017578
	Iteration 9Q: 3 clusters Score -4004830 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4005903.750000 Penalty: 5103.017578
	Iteration 10F: 3 clusters Score -4005904 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -4007088.000000 Penalty: 5103.017578
	Iteration 11F: 3 clusters Score -4007088 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4008280.250000 Penalty: 5103.017578
	Iteration 12F: 3 clusters Score -4008280 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -4009343.250000 Penalty: 5103.017578
	Iteration 13Q: 3 clusters Score -4009343 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4010202.000000 Penalty: 5103.017578
	Iteration 14Q: 3 clusters Score -4010202 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4010784.750000 Penalty: 5103.017578
	Iteration 15Q: 3 clusters Score -4010785 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4011207.250000 Penalty: 5103.017578
	Iteration 16Q: 3 clusters Score -4011207 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4011450.250000 Penalty: 5103.017578
	Iteration 17Q: 3 clusters Score -4011450 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4011573.500000 Penalty: 5103.017578
	Iteration 18Q: 3 clusters Score -4011574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4011641.000000 Penalty: 5103.017578
	Iteration 19Q: 3 clusters Score -4011641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4011683.250000 Penalty: 5103.017578
	Iteration 20F: 3 clusters Score -4011683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4011709.750000 Penalty: 5103.017578
	Iteration 21Q: 3 clusters Score -4011710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4011738.250000 Penalty: 5103.017578
	Iteration 22Q: 3 clusters Score -4011738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4011774.750000 Penalty: 5103.017578
	Iteration 23Q: 3 clusters Score -4011775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4011797.250000 Penalty: 5103.017578
	Iteration 24Q: 3 clusters Score -4011797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4011818.750000 Penalty: 5103.017578
	Iteration 25Q: 3 clusters Score -4011819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4011832.000000 Penalty: 5103.017578
	Iteration 26Q: 3 clusters Score -4011832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4011844.000000 Penalty: 5103.017578
	Iteration 27Q: 3 clusters Score -4011844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4011845.250000 Penalty: 5103.017578
	Iteration 28Q: 3 clusters Score -4011845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4011847.000000 Penalty: 5103.017578
	Iteration 29Q: 3 clusters Score -4011847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4011850.500000 Penalty: 5103.017578
	Iteration 30Q: 3 clusters Score -4011850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4011854.750000 Penalty: 5103.017578
	Iteration 31Q: 3 clusters Score -4011855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4011858.250000 Penalty: 5103.017578
	Iteration 32Q: 3 clusters Score -4011858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4011857.750000 Penalty: 5103.017578
	Iteration 33Q: 3 clusters Score -4011858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4011858.250000 Penalty: 5103.017578
	Iteration 34Q: 3 clusters Score -4011858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4011856.500000 Penalty: 5103.017578
	Iteration 35Q: 3 clusters Score -4011856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4011856.500000 Penalty: 5103.017578
	Iteration 36F: 3 clusters Score -4011856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -301959.687500 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -301959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -299017.625000 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -299017.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -299534.500000 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -299534.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -299665.156250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -299665.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -299746.218750 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -299746.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -299799.000000 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -299799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -299845.500000 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -299845.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -299881.187500 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -299881.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299905.125000 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -299905.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -299925.468750 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -299925.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -299952.906250 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -299952.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299968.125000 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -299968.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299979.968750 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -299980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299992.031250 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -299992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -300003.156250 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -300003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -300015.125000 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -300015.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -300022.281250 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -300022.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -300036.125000 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -300036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -300046.468750 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -300046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -300056.937500 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -300056.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -300067.031250 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -300067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -300077.562500 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -300077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -300086.156250 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -300086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -300096.000000 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -300096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -300106.156250 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -300106.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -300117.281250 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -300117.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -300129.187500 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -300129.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -300139.156250 Penalty: 3860.272461
	Iteration 26Q: 3 clusters Score -300139.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -300150.437500 Penalty: 3860.272461
	Iteration 27Q: 3 clusters Score -300150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -300160.593750 Penalty: 3860.272461
	Iteration 28Q: 3 clusters Score -300160.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -300174.031250 Penalty: 3860.272461
	Iteration 29Q: 3 clusters Score -300174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -300184.875000 Penalty: 3860.272461
	Iteration 30Q: 3 clusters Score -300184.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -300198.343750 Penalty: 3860.272461
	Iteration 31Q: 3 clusters Score -300198.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300216.343750 Penalty: 3860.272461
	Iteration 32Q: 3 clusters Score -300216.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -300237.000000 Penalty: 3860.272461
	Iteration 33Q: 3 clusters Score -300237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300259.500000 Penalty: 3860.272461
	Iteration 34Q: 3 clusters Score -300259.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -300281.875000 Penalty: 3860.272461
	Iteration 35Q: 3 clusters Score -300281.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -300301.031250 Penalty: 3860.272461
	Iteration 36Q: 3 clusters Score -300301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -300335.906250 Penalty: 3860.272461
	Iteration 37Q: 3 clusters Score -300335.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -300373.468750 Penalty: 3860.272461
	Iteration 38Q: 3 clusters Score -300373.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -300413.093750 Penalty: 3860.272461
	Iteration 39Q: 3 clusters Score -300413.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -300448.562500 Penalty: 3860.272461
	Iteration 40F: 3 clusters Score -300448.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -300507.500000 Penalty: 3860.272461
	Iteration 41Q: 3 clusters Score -300507.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -300584.750000 Penalty: 3860.272461
	Iteration 42Q: 3 clusters Score -300584.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -300680.750000 Penalty: 3860.272461
	Iteration 43Q: 3 clusters Score -300680.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -300794.968750 Penalty: 3860.272461
	Iteration 44Q: 3 clusters Score -300795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -300876.843750 Penalty: 3860.272461
	Iteration 45Q: 3 clusters Score -300876.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -300940.437500 Penalty: 3860.272461
	Iteration 46Q: 3 clusters Score -300940.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -300988.593750 Penalty: 3860.272461
	Iteration 47Q: 3 clusters Score -300988.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -301032.593750 Penalty: 3860.272461
	Iteration 48Q: 3 clusters Score -301032.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -301055.406250 Penalty: 3860.272461
	Iteration 49Q: 3 clusters Score -301055.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -301078.437500 Penalty: 3860.272461
	Iteration 50Q: 3 clusters Score -301078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -301091.937500 Penalty: 3860.272461
	Iteration 51Q: 3 clusters Score -301091.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -301103.625000 Penalty: 3860.272461
	Iteration 52Q: 3 clusters Score -301103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -301111.093750 Penalty: 3860.272461
	Iteration 53Q: 3 clusters Score -301111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -301116.968750 Penalty: 3860.272461
	Iteration 54Q: 3 clusters Score -301117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -301117.750000 Penalty: 3860.272461
	Iteration 55Q: 3 clusters Score -301117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -301123.812500 Penalty: 3860.272461
	Iteration 56Q: 3 clusters Score -301123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -301130.218750 Penalty: 3860.272461
	Iteration 57Q: 3 clusters Score -301130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -301133.093750 Penalty: 3860.272461
	Iteration 58Q: 3 clusters Score -301133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -301137.687500 Penalty: 3860.272461
	Iteration 59Q: 3 clusters Score -301137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -301142.843750 Penalty: 3860.272461
	Iteration 60F: 3 clusters Score -301142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -301143.531250 Penalty: 3860.272461
	Iteration 61Q: 3 clusters Score -301143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -301146.000000 Penalty: 3860.272461
	Iteration 62Q: 3 clusters Score -301146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -301148.093750 Penalty: 3860.272461
	Iteration 63Q: 3 clusters Score -301148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -301148.593750 Penalty: 3860.272461
	Iteration 64Q: 3 clusters Score -301148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -301148.593750 Penalty: 3860.272461
	Iteration 65F: 3 clusters Score -301148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -278152.656250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -278152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -275409.187500 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -275409.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -276001.156250 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -276001.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -276239.218750 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -276239.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276431.906250 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -276431.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -276570.718750 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -276570.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276659.250000 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -276659.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276717.625000 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -276717.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276761.875000 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -276761.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -276796.843750 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -276796.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -276823.187500 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -276823.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276843.906250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -276843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276862.031250 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -276862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276877.656250 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -276877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -276886.750000 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -276886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -276894.718750 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -276894.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -276901.843750 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -276901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276908.531250 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -276908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -276916.593750 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -276916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276924.187500 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -276924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276931.000000 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -276931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276940.125000 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -276940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276945.562500 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -276945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276951.156250 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -276951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276954.187500 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -276954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -276957.093750 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -276957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -276958.750000 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -276958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276960.906250 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -276960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -276961.437500 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -276961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -276963.406250 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -276963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -276964.875000 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -276964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -276965.187500 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -276965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -276966.281250 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -276966.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -276967.875000 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -276967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -276970.468750 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -276970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -276973.093750 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -276973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -276975.781250 Penalty: 3816.644531
	Iteration 35Q: 3 clusters Score -276975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -276979.125000 Penalty: 3816.644531
	Iteration 36Q: 3 clusters Score -276979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276982.625000 Penalty: 3816.644531
	Iteration 37Q: 3 clusters Score -276982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276986.375000 Penalty: 3816.644531
	Iteration 38Q: 3 clusters Score -276986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276991.218750 Penalty: 3816.644531
	Iteration 39Q: 3 clusters Score -276991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -276998.218750 Penalty: 3816.644531
	Iteration 40F: 3 clusters Score -276998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -277001.625000 Penalty: 3816.644531
	Iteration 41Q: 3 clusters Score -277001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -277002.125000 Penalty: 3816.644531
	Iteration 42Q: 3 clusters Score -277002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -277002.125000 Penalty: 3816.644531
	Iteration 43F: 3 clusters Score -277002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -626527.312500 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -626527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -622323.437500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -622323.4 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -623372.875000 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -623372.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -623601.812500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -623601.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -623742.437500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -623742.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -623821.500000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -623821.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -623897.375000 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -623897.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -623967.500000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -623967.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -624033.375000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -624033.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -624085.875000 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -624085.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -624131.937500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -624131.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -624186.937500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -624186.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -624240.062500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -624240.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -624301.750000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -624301.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -624357.187500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -624357.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -624412.875000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -624412.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -624469.687500 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -624469.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -624527.875000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -624527.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -624588.937500 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -624588.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -624637.937500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -624637.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -624676.187500 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -624676.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -624704.000000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -624704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -624731.625000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -624731.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -624749.750000 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -624749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -624761.062500 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -624761.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -624767.750000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -624767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -624775.062500 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -624775.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -624782.312500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -624782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -624789.062500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -624789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -624792.937500 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -624792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -624795.000000 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -624795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -624797.062500 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -624797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -624801.625000 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -624801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -624803.000000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -624803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -624806.062500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -624806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -624809.125000 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -624809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -624810.437500 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -624810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -624812.312500 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -624812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -624815.437500 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -624815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -624816.812500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -624816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -624818.437500 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -624818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -624822.875000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -624822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -624825.562500 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -624825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -624826.937500 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -624826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -624827.250000 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -624827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -624829.937500 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -624829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -624829.937500 Penalty: 4183.278320
	Iteration 45F: 3 clusters Score -624829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -626443.937500 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -626443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -622092.500000 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -622092.5 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -623136.937500 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -623136.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -623347.250000 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -623347.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -623498.437500 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -623498.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -623614.812500 Penalty: 4192.569824
	Iteration 4Q: 3 clusters Score -623614.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -623718.687500 Penalty: 4192.569824
	Iteration 5Q: 3 clusters Score -623718.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -623819.062500 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -623819.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -623905.375000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -623905.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -623990.937500 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -623990.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -624067.312500 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -624067.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -624129.687500 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -624129.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -624184.250000 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -624184.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -624243.687500 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -624243.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -624303.500000 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -624303.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -624352.437500 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -624352.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -624393.000000 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -624393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -624426.187500 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -624426.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -624461.312500 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -624461.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -624488.375000 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -624488.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -624513.250000 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -624513.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -624536.937500 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -624536.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -624559.500000 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -624559.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -624574.187500 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -624574.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -624592.500000 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -624592.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -624610.687500 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -624610.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -624632.375000 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -624632.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -624656.937500 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -624656.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -624680.625000 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -624680.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -624697.250000 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -624697.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -624712.937500 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -624712.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -624730.000000 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -624730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -624748.000000 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -624748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -624764.750000 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -624764.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -624776.187500 Penalty: 4192.569824
	Iteration 33Q: 3 clusters Score -624776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -624783.562500 Penalty: 4192.569824
	Iteration 34Q: 3 clusters Score -624783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -624786.437500 Penalty: 4192.569824
	Iteration 35Q: 3 clusters Score -624786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -624789.875000 Penalty: 4192.569824
	Iteration 36Q: 3 clusters Score -624789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -624791.437500 Penalty: 4192.569824
	Iteration 37Q: 3 clusters Score -624791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -624795.500000 Penalty: 4192.569824
	Iteration 38Q: 3 clusters Score -624795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -624800.750000 Penalty: 4192.569824
	Iteration 39Q: 3 clusters Score -624800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -624805.312500 Penalty: 4192.569824
	Iteration 40F: 3 clusters Score -624805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -624808.625000 Penalty: 4192.569824
	Iteration 41Q: 3 clusters Score -624808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -624813.687500 Penalty: 4192.569824
	Iteration 42Q: 3 clusters Score -624813.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -624817.937500 Penalty: 4192.569824
	Iteration 43Q: 3 clusters Score -624817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -624824.500000 Penalty: 4192.569824
	Iteration 44Q: 3 clusters Score -624824.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -624831.187500 Penalty: 4192.569824
	Iteration 45Q: 3 clusters Score -624831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -624836.437500 Penalty: 4192.569824
	Iteration 46Q: 3 clusters Score -624836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -624841.812500 Penalty: 4192.569824
	Iteration 47Q: 3 clusters Score -624841.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -624847.062500 Penalty: 4192.569824
	Iteration 48Q: 3 clusters Score -624847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -624848.750000 Penalty: 4192.569824
	Iteration 49Q: 3 clusters Score -624848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -624853.437500 Penalty: 4192.569824
	Iteration 50Q: 3 clusters Score -624853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -624858.750000 Penalty: 4192.569824
	Iteration 51Q: 3 clusters Score -624858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -624861.000000 Penalty: 4192.569824
	Iteration 52Q: 3 clusters Score -624861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -624864.000000 Penalty: 4192.569824
	Iteration 53Q: 3 clusters Score -624864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -624865.062500 Penalty: 4192.569824
	Iteration 54Q: 3 clusters Score -624865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -624867.500000 Penalty: 4192.569824
	Iteration 55Q: 3 clusters Score -624867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -624870.875000 Penalty: 4192.569824
	Iteration 56Q: 3 clusters Score -624870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -624871.687500 Penalty: 4192.569824
	Iteration 57Q: 3 clusters Score -624871.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -624873.750000 Penalty: 4192.569824
	Iteration 58Q: 3 clusters Score -624873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -624879.625000 Penalty: 4192.569824
	Iteration 59Q: 3 clusters Score -624879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -624884.125000 Penalty: 4192.569824
	Iteration 60F: 3 clusters Score -624884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -624884.750000 Penalty: 4192.569824
	Iteration 61Q: 3 clusters Score -624884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -624885.187500 Penalty: 4192.569824
	Iteration 62Q: 3 clusters Score -624885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -624885.187500 Penalty: 4192.569824
	Iteration 63F: 3 clusters Score -624885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -385418.531250 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -385418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382250.875000 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -382250.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -382855.531250 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -382855.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -383001.156250 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -383001.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383098.437500 Penalty: 3946.238525
	Iteration 3Q: 3 clusters Score -383098.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -383167.718750 Penalty: 3946.238525
	Iteration 4Q: 3 clusters Score -383167.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -383224.875000 Penalty: 3946.238525
	Iteration 5Q: 3 clusters Score -383224.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383259.125000 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -383259.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -383282.281250 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -383282.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -383307.875000 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -383307.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -383326.937500 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -383326.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -383347.250000 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -383347.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -383377.656250 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -383377.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -383401.718750 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -383401.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -383425.312500 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -383425.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -383456.437500 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -383456.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -383493.062500 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -383493.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -383544.812500 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -383544.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -383609.156250 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -383609.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -383667.187500 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -383667.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -383719.000000 Penalty: 3946.238525
	Iteration 19Q: 3 clusters Score -383719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -383756.312500 Penalty: 3946.238525
	Iteration 20F: 3 clusters Score -383756.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -383787.687500 Penalty: 3946.238525
	Iteration 21Q: 3 clusters Score -383787.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -383810.531250 Penalty: 3946.238525
	Iteration 22Q: 3 clusters Score -383810.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -383829.000000 Penalty: 3946.238525
	Iteration 23Q: 3 clusters Score -383829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -383855.343750 Penalty: 3946.238525
	Iteration 24Q: 3 clusters Score -383855.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -383884.125000 Penalty: 3946.238525
	Iteration 25Q: 3 clusters Score -383884.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -383911.593750 Penalty: 3946.238525
	Iteration 26Q: 3 clusters Score -383911.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -383931.812500 Penalty: 3946.238525
	Iteration 27Q: 3 clusters Score -383931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -383951.437500 Penalty: 3946.238525
	Iteration 28Q: 3 clusters Score -383951.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -383970.031250 Penalty: 3946.238525
	Iteration 29Q: 3 clusters Score -383970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -383984.968750 Penalty: 3946.238525
	Iteration 30Q: 3 clusters Score -383985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -383995.375000 Penalty: 3946.238525
	Iteration 31Q: 3 clusters Score -383995.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -384006.656250 Penalty: 3946.238525
	Iteration 32Q: 3 clusters Score -384006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -384015.187500 Penalty: 3946.238525
	Iteration 33Q: 3 clusters Score -384015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -384018.250000 Penalty: 3946.238525
	Iteration 34Q: 3 clusters Score -384018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -384022.875000 Penalty: 3946.238525
	Iteration 35Q: 3 clusters Score -384022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -384029.593750 Penalty: 3946.238525
	Iteration 36Q: 3 clusters Score -384029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -384036.312500 Penalty: 3946.238525
	Iteration 37Q: 3 clusters Score -384036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -384042.625000 Penalty: 3946.238525
	Iteration 38Q: 3 clusters Score -384042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -384044.500000 Penalty: 3946.238525
	Iteration 39Q: 3 clusters Score -384044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -384044.937500 Penalty: 3946.238525
	Iteration 40F: 3 clusters Score -384044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -384045.843750 Penalty: 3946.238525
	Iteration 41Q: 3 clusters Score -384045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -384045.843750 Penalty: 3946.238525
	Iteration 42F: 3 clusters Score -384045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -370171.593750 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -370171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366973.968750 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -366974 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -367597.187500 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -367597.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -367763.250000 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -367763.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -367862.062500 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -367862.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -367925.500000 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -367925.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -367980.781250 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -367980.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368025.781250 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -368025.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368056.125000 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -368056.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -368082.218750 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -368082.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -368102.250000 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -368102.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -368117.156250 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -368117.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368130.906250 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -368130.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -368141.937500 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -368141.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -368150.656250 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -368150.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -368159.812500 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -368159.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -368165.250000 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -368165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -368171.218750 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -368171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368173.125000 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -368173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368175.781250 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -368175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -368179.062500 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -368179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368184.781250 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -368184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -368185.281250 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -368185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -368186.218750 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -368186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -368188.250000 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -368188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -368190.875000 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -368190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -368192.250000 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -368192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -368194.343750 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -368194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -368196.656250 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -368196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -368199.406250 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -368199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -368201.562500 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -368201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -368204.062500 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -368204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368204.812500 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -368204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -368206.281250 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -368206.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368208.468750 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -368208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -368209.750000 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -368209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -368209.218750 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -368209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -368209.218750 Penalty: 3956.901855
	Iteration 36F: 3 clusters Score -368209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -43060.078125 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -43060.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41759.214844 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -41759.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41941.894531 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -41941.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42034.597656 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -42034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42069.617188 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -42069.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42081.996094 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -42082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42097.324219 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -42097.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42110.515625 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -42110.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42120.058594 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -42120.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42122.296875 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -42122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42126.304688 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -42126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42133.433594 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -42133.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42133.433594 Penalty: 2939.755371
	Iteration 11F: 3 clusters Score -42133.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -68785.507812 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -68785.51 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 295 members 
Entering Unmasked Estep 
Score: -67182.640625 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -67182.64 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67488.656250 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -67488.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67683.703125 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -67683.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67774.507812 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -67774.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67805.039062 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -67805.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67816.250000 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -67816.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67820.250000 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -67820.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67830.296875 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -67830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67832.632812 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -67832.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67834.671875 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -67834.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67837.421875 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -67837.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67837.421875 Penalty: 3179.446777
	Iteration 11F: 3 clusters Score -67837.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -1210562.875000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -1210563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1203579.250000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -1203579 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1205492.875000 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -1205493 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1205765.250000 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -1205765 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1205936.375000 Penalty: 4516.730957
	Iteration 3Q: 3 clusters Score -1205936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1206070.500000 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -1206070 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1206204.875000 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -1206205 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1206326.250000 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -1206326 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1206448.500000 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -1206448 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1206593.375000 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -1206593 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1206770.500000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -1206770 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1207016.500000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -1207016 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1207296.750000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -1207297 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1207585.375000 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -1207585 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1207824.125000 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -1207824 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1208020.750000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -1208021 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1208169.375000 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -1208169 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1208268.125000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -1208268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1208334.875000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -1208335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1208389.250000 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -1208389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1208427.250000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -1208427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1208455.125000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -1208455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1208477.625000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -1208478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1208490.625000 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -1208491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1208504.250000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -1208504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1208514.875000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -1208515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1208521.125000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -1208521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1208529.000000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -1208529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1208538.375000 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -1208538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1208542.125000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -1208542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1208550.125000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -1208550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1208553.125000 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -1208553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1208553.125000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -1208553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1208554.125000 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -1208554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1208554.125000 Penalty: 4516.730957
	Iteration 33F: 3 clusters Score -1208554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -36785.683594 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -36785.68 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 159 members 
Entering Unmasked Estep 
Score: -35475.628906 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -35475.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35945.117188 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -35945.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36383.187500 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -36383.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36814.007812 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -36814.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37288.417969 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -37288.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37475.996094 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -37476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37516.488281 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -37516.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37516.488281 Penalty: 2934.436279
	Iteration 7F: 3 clusters Score -37516.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 95 members 
Entering Unmasked Estep 
Score: -62782544.000000 Penalty: 77813.773438
Splitting cluster 23 changes total score from -62783572.000000 to -62782544.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783616.000000 Penalty: 74571.539062
Iteration 199Q: 24 clusters Score -6.278362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783804.000000 Penalty: 74571.539062
Iteration 200F: 24 clusters Score -6.27838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783868.000000 Penalty: 74571.539062
Iteration 201Q: 24 clusters Score -6.278387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784016.000000 Penalty: 74571.539062
Iteration 202Q: 24 clusters Score -6.278402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784064.000000 Penalty: 74571.539062
Iteration 203Q: 24 clusters Score -6.278406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784180.000000 Penalty: 74571.539062
Iteration 204Q: 24 clusters Score -6.278418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784400.000000 Penalty: 74571.539062
Iteration 205Q: 24 clusters Score -6.27844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784400.000000 Penalty: 74571.539062
Iteration 206F: 24 clusters Score -6.27844e+07 nChanged 0
Entering ConstructFrom: 
Score: -62784400.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -17762.109375 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -17762.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16868.316406 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -16868.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16925.322266 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -16925.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16943.564453 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -16943.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16953.257812 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -16953.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16957.214844 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -16957.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16957.214844 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -16957.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -296159.281250 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -296159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293390.031250 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -293390 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -293932.000000 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -293932 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -294069.312500 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -294069.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -294133.593750 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -294133.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -294168.500000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -294168.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -294191.781250 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -294191.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -294209.906250 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -294209.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -294225.125000 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -294225.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -294239.187500 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -294239.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -294251.156250 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -294251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -294264.656250 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -294264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -294269.281250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -294269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -294271.906250 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -294271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -294275.343750 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -294275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -294278.031250 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -294278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -294280.281250 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -294280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -294282.156250 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -294282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -294284.593750 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -294284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -294285.468750 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -294285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -294286.812500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -294286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -294288.218750 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -294288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -294288.375000 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -294288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -294288.375000 Penalty: 3820.019531
	Iteration 22F: 3 clusters Score -294288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -75858.742188 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -75858.74 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 307 members 
Entering Unmasked Estep 
Score: -74215.890625 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -74215.89 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74520.453125 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -74520.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74653.257812 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -74653.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74779.250000 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -74779.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74870.960938 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -74870.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74945.429688 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -74945.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75010.625000 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -75010.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75092.437500 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -75092.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75183.562500 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -75183.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75255.648438 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -75255.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75307.773438 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -75307.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75350.109375 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -75350.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75355.359375 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -75355.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75355.687500 Penalty: 3207.207764
	Iteration 13F: 3 clusters Score -75355.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75359.062500 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -75359.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75359.062500 Penalty: 3207.207764
	Iteration 15F: 3 clusters Score -75359.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Entering Unmasked Estep 
Score: -14705222.000000 Penalty: 2877.442871
	Iteration 0F: 2 clusters Score -1.470522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -14633284.000000 Penalty: 5754.885742
	Iteration 0F: 3 clusters Score -1.463328e+07 nChanged 51757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -14662276.000000 Penalty: 5754.885742
	Iteration 1F: 3 clusters Score -1.466228e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -14662824.000000 Penalty: 5754.885742
	Iteration 2Q: 3 clusters Score -1.466282e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -14663543.000000 Penalty: 5754.885742
	Iteration 3Q: 3 clusters Score -1.466354e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -14664464.000000 Penalty: 5754.885742
	Iteration 4Q: 3 clusters Score -1.466446e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -14666040.000000 Penalty: 5754.885742
	Iteration 5Q: 3 clusters Score -1.466604e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -14668796.000000 Penalty: 5754.885742
	Iteration 6F: 3 clusters Score -1.46688e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -14673246.000000 Penalty: 5754.885742
	Iteration 7F: 3 clusters Score -1.467325e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -14680006.000000 Penalty: 5754.885742
	Iteration 8F: 3 clusters Score -1.468001e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -14687877.000000 Penalty: 5754.885742
	Iteration 9F: 3 clusters Score -1.468788e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -14694242.000000 Penalty: 5754.885742
	Iteration 10F: 3 clusters Score -1.469424e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -14698800.000000 Penalty: 5754.885742
	Iteration 11Q: 3 clusters Score -1.46988e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -14700923.000000 Penalty: 5754.885742
	Iteration 12Q: 3 clusters Score -1.470092e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -14701648.000000 Penalty: 5754.885742
	Iteration 13Q: 3 clusters Score -1.470165e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -14701960.000000 Penalty: 5754.885742
	Iteration 14Q: 3 clusters Score -1.470196e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -14702329.000000 Penalty: 5754.885742
	Iteration 15Q: 3 clusters Score -1.470233e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -14702595.000000 Penalty: 5754.885742
	Iteration 16Q: 3 clusters Score -1.47026e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -14702829.000000 Penalty: 5754.885742
	Iteration 17Q: 3 clusters Score -1.470283e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -14702994.000000 Penalty: 5754.885742
	Iteration 18Q: 3 clusters Score -1.470299e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -14703100.000000 Penalty: 5754.885742
	Iteration 19Q: 3 clusters Score -1.47031e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103965 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -14703166.000000 Penalty: 5754.885742
	Iteration 20F: 3 clusters Score -1.470317e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -14703242.000000 Penalty: 5754.885742
	Iteration 21Q: 3 clusters Score -1.470324e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -14703265.000000 Penalty: 5754.885742
	Iteration 22Q: 3 clusters Score -1.470326e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -14703279.000000 Penalty: 5754.885742
	Iteration 23Q: 3 clusters Score -1.470328e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -14703333.000000 Penalty: 5754.885742
	Iteration 24Q: 3 clusters Score -1.470333e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -14703376.000000 Penalty: 5754.885742
	Iteration 25Q: 3 clusters Score -1.470338e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -14703382.000000 Penalty: 5754.885742
	Iteration 26Q: 3 clusters Score -1.470338e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -14703377.000000 Penalty: 5754.885742
	Iteration 27Q: 3 clusters Score -1.470338e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -14703406.000000 Penalty: 5754.885742
	Iteration 28Q: 3 clusters Score -1.470341e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -14703398.000000 Penalty: 5754.885742
	Iteration 29Q: 3 clusters Score -1.47034e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -14703398.000000 Penalty: 5754.885742
	Iteration 30Q: 3 clusters Score -1.47034e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14703406.000000 Penalty: 5754.885742
	Iteration 31Q: 3 clusters Score -1.470341e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -14703356.000000 Penalty: 5754.885742
	Iteration 32Q: 3 clusters Score -1.470336e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -14703340.000000 Penalty: 5754.885742
	Iteration 33Q: 3 clusters Score -1.470334e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14703323.000000 Penalty: 5754.885742
	Iteration 34Q: 3 clusters Score -1.470332e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -14703303.000000 Penalty: 5754.885742
	Iteration 35Q: 3 clusters Score -1.47033e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -14703288.000000 Penalty: 5754.885742
	Iteration 36Q: 3 clusters Score -1.470329e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14703263.000000 Penalty: 5754.885742
	Iteration 37Q: 3 clusters Score -1.470326e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14703278.000000 Penalty: 5754.885742
	Iteration 38Q: 3 clusters Score -1.470328e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107542 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14703259.000000 Penalty: 5754.885742
	Iteration 39Q: 3 clusters Score -1.470326e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -14703221.000000 Penalty: 5754.885742
	Iteration 40F: 3 clusters Score -1.470322e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107659 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -14703239.000000 Penalty: 5754.885742
	Iteration 41Q: 3 clusters Score -1.470324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -14703248.000000 Penalty: 5754.885742
	Iteration 42Q: 3 clusters Score -1.470325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -14703269.000000 Penalty: 5754.885742
	Iteration 43Q: 3 clusters Score -1.470327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14703264.000000 Penalty: 5754.885742
	Iteration 44Q: 3 clusters Score -1.470326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -14703260.000000 Penalty: 5754.885742
	Iteration 45Q: 3 clusters Score -1.470326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14703234.000000 Penalty: 5754.885742
	Iteration 46Q: 3 clusters Score -1.470323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14703234.000000 Penalty: 5754.885742
	Iteration 47Q: 3 clusters Score -1.470323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14703248.000000 Penalty: 5754.885742
	Iteration 48Q: 3 clusters Score -1.470325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14703257.000000 Penalty: 5754.885742
	Iteration 49Q: 3 clusters Score -1.470326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14703268.000000 Penalty: 5754.885742
	Iteration 50Q: 3 clusters Score -1.470327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -14703262.000000 Penalty: 5754.885742
	Iteration 51Q: 3 clusters Score -1.470326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14703250.000000 Penalty: 5754.885742
	Iteration 52Q: 3 clusters Score -1.470325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14703237.000000 Penalty: 5754.885742
	Iteration 53Q: 3 clusters Score -1.470324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108106 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14703239.000000 Penalty: 5754.885742
	Iteration 54Q: 3 clusters Score -1.470324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14703241.000000 Penalty: 5754.885742
	Iteration 55Q: 3 clusters Score -1.470324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -14703252.000000 Penalty: 5754.885742
	Iteration 56Q: 3 clusters Score -1.470325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14703244.000000 Penalty: 5754.885742
	Iteration 57Q: 3 clusters Score -1.470324e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108243 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14703237.000000 Penalty: 5754.885742
	Iteration 58Q: 3 clusters Score -1.470324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14703245.000000 Penalty: 5754.885742
	Iteration 59Q: 3 clusters Score -1.470324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -14703238.000000 Penalty: 5754.885742
	Iteration 60F: 3 clusters Score -1.470324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -14703224.000000 Penalty: 5754.885742
	Iteration 61Q: 3 clusters Score -1.470322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14703211.000000 Penalty: 5754.885742
	Iteration 62Q: 3 clusters Score -1.470321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14703212.000000 Penalty: 5754.885742
	Iteration 63Q: 3 clusters Score -1.470321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14703203.000000 Penalty: 5754.885742
	Iteration 64Q: 3 clusters Score -1.47032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108384 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14703195.000000 Penalty: 5754.885742
	Iteration 65Q: 3 clusters Score -1.47032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14703198.000000 Penalty: 5754.885742
	Iteration 66Q: 3 clusters Score -1.47032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14703205.000000 Penalty: 5754.885742
	Iteration 67Q: 3 clusters Score -1.47032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14703202.000000 Penalty: 5754.885742
	Iteration 68Q: 3 clusters Score -1.47032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14703218.000000 Penalty: 5754.885742
	Iteration 69Q: 3 clusters Score -1.470322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14703217.000000 Penalty: 5754.885742
	Iteration 70Q: 3 clusters Score -1.470322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14703222.000000 Penalty: 5754.885742
	Iteration 71Q: 3 clusters Score -1.470322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14703232.000000 Penalty: 5754.885742
	Iteration 72Q: 3 clusters Score -1.470323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14703223.000000 Penalty: 5754.885742
	Iteration 73Q: 3 clusters Score -1.470322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14703226.000000 Penalty: 5754.885742
	Iteration 74Q: 3 clusters Score -1.470323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108517 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14703239.000000 Penalty: 5754.885742
	Iteration 75Q: 3 clusters Score -1.470324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14703247.000000 Penalty: 5754.885742
	Iteration 76Q: 3 clusters Score -1.470325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14703237.000000 Penalty: 5754.885742
	Iteration 77Q: 3 clusters Score -1.470324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14703244.000000 Penalty: 5754.885742
	Iteration 78Q: 3 clusters Score -1.470324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14703241.000000 Penalty: 5754.885742
	Iteration 79Q: 3 clusters Score -1.470324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14703259.000000 Penalty: 5754.885742
	Iteration 80F: 3 clusters Score -1.470326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14703260.000000 Penalty: 5754.885742
	Iteration 81Q: 3 clusters Score -1.470326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14703249.000000 Penalty: 5754.885742
	Iteration 82Q: 3 clusters Score -1.470325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14703251.000000 Penalty: 5754.885742
	Iteration 83Q: 3 clusters Score -1.470325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14703244.000000 Penalty: 5754.885742
	Iteration 84Q: 3 clusters Score -1.470324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14703256.000000 Penalty: 5754.885742
	Iteration 85Q: 3 clusters Score -1.470326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14703253.000000 Penalty: 5754.885742
	Iteration 86Q: 3 clusters Score -1.470325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14703244.000000 Penalty: 5754.885742
	Iteration 87Q: 3 clusters Score -1.470324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14703244.000000 Penalty: 5754.885742
	Iteration 88F: 3 clusters Score -1.470324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -13096.626953 Penalty: 1174.577148
	Iteration 0F: 2 clusters Score -13096.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12252.963867 Penalty: 2349.154297
	Iteration 0F: 3 clusters Score -12252.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12288.450195 Penalty: 2349.154297
	Iteration 1Q: 3 clusters Score -12288.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12307.708008 Penalty: 2349.154297
	Iteration 2Q: 3 clusters Score -12307.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12307.708008 Penalty: 2349.154297
	Iteration 3F: 3 clusters Score -12307.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -88020.625000 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -88020.62 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 370 members 
Entering Unmasked Estep 
Score: -86308.382812 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -86308.38 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86680.062500 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -86680.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86906.335938 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -86906.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87176.804688 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -87176.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87309.992188 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -87309.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87434.851562 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -87434.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87557.867188 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -87557.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87719.984375 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -87719.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87898.343750 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -87898.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87988.171875 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -87988.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88081.382812 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -88081.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88179.148438 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -88179.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88299.578125 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -88299.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88315.882812 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -88315.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88319.804688 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -88319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88322.125000 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -88322.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88322.125000 Penalty: 3310.582520
	Iteration 16F: 3 clusters Score -88322.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 449 members 
Entering Unmasked Estep 
Score: -62783132.000000 Penalty: 77813.773438
Splitting cluster 6 changes total score from -62784400.000000 to -62783132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Entering Unmasked Estep 
Score: -16865494.000000 Penalty: 2911.687256
	Iteration 0F: 2 clusters Score -1.686549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -16784434.000000 Penalty: 5823.374512
	Iteration 0F: 3 clusters Score -1.678443e+07 nChanged 59669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -16818730.000000 Penalty: 5823.374512
	Iteration 1F: 3 clusters Score -1.681873e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -16819728.000000 Penalty: 5823.374512
	Iteration 2Q: 3 clusters Score -1.681973e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -16821224.000000 Penalty: 5823.374512
	Iteration 3Q: 3 clusters Score -1.682122e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -16823446.000000 Penalty: 5823.374512
	Iteration 4Q: 3 clusters Score -1.682345e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -16827404.000000 Penalty: 5823.374512
	Iteration 5F: 3 clusters Score -1.68274e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -16833842.000000 Penalty: 5823.374512
	Iteration 6F: 3 clusters Score -1.683384e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -16842608.000000 Penalty: 5823.374512
	Iteration 7F: 3 clusters Score -1.684261e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -16851626.000000 Penalty: 5823.374512
	Iteration 8F: 3 clusters Score -1.685163e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -16857570.000000 Penalty: 5823.374512
	Iteration 9F: 3 clusters Score -1.685757e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -16860834.000000 Penalty: 5823.374512
	Iteration 10Q: 3 clusters Score -1.686083e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -16862310.000000 Penalty: 5823.374512
	Iteration 11Q: 3 clusters Score -1.686231e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123662 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -16862794.000000 Penalty: 5823.374512
	Iteration 12Q: 3 clusters Score -1.686279e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16862922.000000 Penalty: 5823.374512
	Iteration 13Q: 3 clusters Score -1.686292e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16862972.000000 Penalty: 5823.374512
	Iteration 14Q: 3 clusters Score -1.686297e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16863022.000000 Penalty: 5823.374512
	Iteration 15Q: 3 clusters Score -1.686302e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125156 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16863060.000000 Penalty: 5823.374512
	Iteration 16Q: 3 clusters Score -1.686306e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125202 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16863074.000000 Penalty: 5823.374512
	Iteration 17Q: 3 clusters Score -1.686307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16863076.000000 Penalty: 5823.374512
	Iteration 18Q: 3 clusters Score -1.686308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16863078.000000 Penalty: 5823.374512
	Iteration 19Q: 3 clusters Score -1.686308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125257 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16863080.000000 Penalty: 5823.374512
	Iteration 20F: 3 clusters Score -1.686308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16863090.000000 Penalty: 5823.374512
	Iteration 21Q: 3 clusters Score -1.686309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16863110.000000 Penalty: 5823.374512
	Iteration 22Q: 3 clusters Score -1.686311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16863116.000000 Penalty: 5823.374512
	Iteration 23Q: 3 clusters Score -1.686312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16863108.000000 Penalty: 5823.374512
	Iteration 24Q: 3 clusters Score -1.686311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16863114.000000 Penalty: 5823.374512
	Iteration 25Q: 3 clusters Score -1.686311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16863120.000000 Penalty: 5823.374512
	Iteration 26Q: 3 clusters Score -1.686312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16863118.000000 Penalty: 5823.374512
	Iteration 27Q: 3 clusters Score -1.686312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16863118.000000 Penalty: 5823.374512
	Iteration 28F: 3 clusters Score -1.686312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Entering Unmasked Estep 
Score: -2671114.750000 Penalty: 2452.090088
	Iteration 0F: 2 clusters Score -2671115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2657284.750000 Penalty: 4904.180176
	Iteration 0F: 3 clusters Score -2657285 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2661892.500000 Penalty: 4904.180176
	Iteration 1F: 3 clusters Score -2661892 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2662324.250000 Penalty: 4904.180176
	Iteration 2F: 3 clusters Score -2662324 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2662687.250000 Penalty: 4904.180176
	Iteration 3Q: 3 clusters Score -2662687 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2663030.750000 Penalty: 4904.180176
	Iteration 4Q: 3 clusters Score -2663031 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2663449.500000 Penalty: 4904.180176
	Iteration 5Q: 3 clusters Score -2663450 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2663984.500000 Penalty: 4904.180176
	Iteration 6Q: 3 clusters Score -2663984 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2664673.750000 Penalty: 4904.180176
	Iteration 7F: 3 clusters Score -2664674 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2665541.000000 Penalty: 4904.180176
	Iteration 8F: 3 clusters Score -2665541 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2666479.250000 Penalty: 4904.180176
	Iteration 9F: 3 clusters Score -2666479 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2667314.250000 Penalty: 4904.180176
	Iteration 10F: 3 clusters Score -2667314 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2667970.250000 Penalty: 4904.180176
	Iteration 11Q: 3 clusters Score -2667970 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2668403.500000 Penalty: 4904.180176
	Iteration 12Q: 3 clusters Score -2668404 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2668654.750000 Penalty: 4904.180176
	Iteration 13Q: 3 clusters Score -2668655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2668762.000000 Penalty: 4904.180176
	Iteration 14Q: 3 clusters Score -2668762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2668830.500000 Penalty: 4904.180176
	Iteration 15Q: 3 clusters Score -2668830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2668864.000000 Penalty: 4904.180176
	Iteration 16Q: 3 clusters Score -2668864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2668898.000000 Penalty: 4904.180176
	Iteration 17Q: 3 clusters Score -2668898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2668928.750000 Penalty: 4904.180176
	Iteration 18Q: 3 clusters Score -2668929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2668941.000000 Penalty: 4904.180176
	Iteration 19Q: 3 clusters Score -2668941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2668953.500000 Penalty: 4904.180176
	Iteration 20F: 3 clusters Score -2668954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2668959.250000 Penalty: 4904.180176
	Iteration 21Q: 3 clusters Score -2668959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2668976.000000 Penalty: 4904.180176
	Iteration 22Q: 3 clusters Score -2668976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2668990.000000 Penalty: 4904.180176
	Iteration 23Q: 3 clusters Score -2668990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2669000.000000 Penalty: 4904.180176
	Iteration 24Q: 3 clusters Score -2669000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2669007.750000 Penalty: 4904.180176
	Iteration 25Q: 3 clusters Score -2669008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2669013.000000 Penalty: 4904.180176
	Iteration 26Q: 3 clusters Score -2669013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2669016.250000 Penalty: 4904.180176
	Iteration 27Q: 3 clusters Score -2669016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2669015.500000 Penalty: 4904.180176
	Iteration 28Q: 3 clusters Score -2669016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2669018.500000 Penalty: 4904.180176
	Iteration 29Q: 3 clusters Score -2669018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2669019.250000 Penalty: 4904.180176
	Iteration 30Q: 3 clusters Score -2669019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2669020.500000 Penalty: 4904.180176
	Iteration 31Q: 3 clusters Score -2669020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2669020.750000 Penalty: 4904.180176
	Iteration 32Q: 3 clusters Score -2669021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2669020.750000 Penalty: 4904.180176
	Iteration 33F: 3 clusters Score -2669021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Entering Unmasked Estep 
Score: -5973523.500000 Penalty: 2660.802979
	Iteration 0F: 2 clusters Score -5973524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5942803.000000 Penalty: 5321.605957
	Iteration 0F: 3 clusters Score -5942803 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5954368.000000 Penalty: 5321.605957
	Iteration 1F: 3 clusters Score -5954368 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -5954993.500000 Penalty: 5321.605957
	Iteration 2Q: 3 clusters Score -5954994 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5955617.000000 Penalty: 5321.605957
	Iteration 3Q: 3 clusters Score -5955617 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -5956381.000000 Penalty: 5321.605957
	Iteration 4Q: 3 clusters Score -5956381 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5957281.000000 Penalty: 5321.605957
	Iteration 5Q: 3 clusters Score -5957281 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5958370.500000 Penalty: 5321.605957
	Iteration 6Q: 3 clusters Score -5958370 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -5959847.500000 Penalty: 5321.605957
	Iteration 7F: 3 clusters Score -5959848 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5961709.500000 Penalty: 5321.605957
	Iteration 8F: 3 clusters Score -5961710 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -5963994.000000 Penalty: 5321.605957
	Iteration 9F: 3 clusters Score -5963994 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5966370.000000 Penalty: 5321.605957
	Iteration 10F: 3 clusters Score -5966370 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5968235.000000 Penalty: 5321.605957
	Iteration 11Q: 3 clusters Score -5968235 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -5969439.500000 Penalty: 5321.605957
	Iteration 12Q: 3 clusters Score -5969440 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -5970166.000000 Penalty: 5321.605957
	Iteration 13Q: 3 clusters Score -5970166 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5970582.000000 Penalty: 5321.605957
	Iteration 14Q: 3 clusters Score -5970582 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -5970793.500000 Penalty: 5321.605957
	Iteration 15Q: 3 clusters Score -5970794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5970905.000000 Penalty: 5321.605957
	Iteration 16Q: 3 clusters Score -5970905 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5970994.500000 Penalty: 5321.605957
	Iteration 17Q: 3 clusters Score -5970994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5971046.500000 Penalty: 5321.605957
	Iteration 18Q: 3 clusters Score -5971046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -5971084.500000 Penalty: 5321.605957
	Iteration 19Q: 3 clusters Score -5971084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -5971105.500000 Penalty: 5321.605957
	Iteration 20F: 3 clusters Score -5971106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -5971123.500000 Penalty: 5321.605957
	Iteration 21Q: 3 clusters Score -5971124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5971144.000000 Penalty: 5321.605957
	Iteration 22Q: 3 clusters Score -5971144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5971152.500000 Penalty: 5321.605957
	Iteration 23Q: 3 clusters Score -5971152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5971168.000000 Penalty: 5321.605957
	Iteration 24Q: 3 clusters Score -5971168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5971172.000000 Penalty: 5321.605957
	Iteration 25Q: 3 clusters Score -5971172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -5971185.500000 Penalty: 5321.605957
	Iteration 26Q: 3 clusters Score -5971186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -5971189.000000 Penalty: 5321.605957
	Iteration 27Q: 3 clusters Score -5971189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5971193.500000 Penalty: 5321.605957
	Iteration 28Q: 3 clusters Score -5971194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -5971199.000000 Penalty: 5321.605957
	Iteration 29Q: 3 clusters Score -5971199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5971200.500000 Penalty: 5321.605957
	Iteration 30Q: 3 clusters Score -5971200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5971202.500000 Penalty: 5321.605957
	Iteration 31Q: 3 clusters Score -5971202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5971204.500000 Penalty: 5321.605957
	Iteration 32Q: 3 clusters Score -5971204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5971205.500000 Penalty: 5321.605957
	Iteration 33Q: 3 clusters Score -5971206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5971214.000000 Penalty: 5321.605957
	Iteration 34Q: 3 clusters Score -5971214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5971210.000000 Penalty: 5321.605957
	Iteration 35Q: 3 clusters Score -5971210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5971212.000000 Penalty: 5321.605957
	Iteration 36Q: 3 clusters Score -5971212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5971214.000000 Penalty: 5321.605957
	Iteration 37Q: 3 clusters Score -5971214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5971214.000000 Penalty: 5321.605957
	Iteration 38F: 3 clusters Score -5971214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -412424.906250 Penalty: 1995.067261
	Iteration 0F: 2 clusters Score -412424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -409101.250000 Penalty: 3990.134521
	Iteration 0F: 3 clusters Score -409101.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -409803.781250 Penalty: 3990.134521
	Iteration 1F: 3 clusters Score -409803.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -410001.937500 Penalty: 3990.134521
	Iteration 2F: 3 clusters Score -410001.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410100.937500 Penalty: 3990.134521
	Iteration 3Q: 3 clusters Score -410100.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410155.375000 Penalty: 3990.134521
	Iteration 4Q: 3 clusters Score -410155.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -410206.843750 Penalty: 3990.134521
	Iteration 5Q: 3 clusters Score -410206.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -410248.781250 Penalty: 3990.134521
	Iteration 6Q: 3 clusters Score -410248.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -410278.437500 Penalty: 3990.134521
	Iteration 7Q: 3 clusters Score -410278.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -410296.937500 Penalty: 3990.134521
	Iteration 8Q: 3 clusters Score -410296.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410319.375000 Penalty: 3990.134521
	Iteration 9Q: 3 clusters Score -410319.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -410336.343750 Penalty: 3990.134521
	Iteration 10Q: 3 clusters Score -410336.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -410349.812500 Penalty: 3990.134521
	Iteration 11Q: 3 clusters Score -410349.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -410362.843750 Penalty: 3990.134521
	Iteration 12Q: 3 clusters Score -410362.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410372.656250 Penalty: 3990.134521
	Iteration 13Q: 3 clusters Score -410372.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -410383.968750 Penalty: 3990.134521
	Iteration 14Q: 3 clusters Score -410384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -410396.406250 Penalty: 3990.134521
	Iteration 15Q: 3 clusters Score -410396.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -410402.406250 Penalty: 3990.134521
	Iteration 16Q: 3 clusters Score -410402.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -410409.062500 Penalty: 3990.134521
	Iteration 17Q: 3 clusters Score -410409.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -410415.718750 Penalty: 3990.134521
	Iteration 18Q: 3 clusters Score -410415.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -410421.093750 Penalty: 3990.134521
	Iteration 19Q: 3 clusters Score -410421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -410425.656250 Penalty: 3990.134521
	Iteration 20F: 3 clusters Score -410425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -410430.625000 Penalty: 3990.134521
	Iteration 21Q: 3 clusters Score -410430.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -410439.875000 Penalty: 3990.134521
	Iteration 22Q: 3 clusters Score -410439.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -410453.375000 Penalty: 3990.134521
	Iteration 23Q: 3 clusters Score -410453.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -410466.468750 Penalty: 3990.134521
	Iteration 24Q: 3 clusters Score -410466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -410474.656250 Penalty: 3990.134521
	Iteration 25Q: 3 clusters Score -410474.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -410485.218750 Penalty: 3990.134521
	Iteration 26Q: 3 clusters Score -410485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -410496.406250 Penalty: 3990.134521
	Iteration 27Q: 3 clusters Score -410496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -410503.656250 Penalty: 3990.134521
	Iteration 28Q: 3 clusters Score -410503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -410511.593750 Penalty: 3990.134521
	Iteration 29Q: 3 clusters Score -410511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -410519.343750 Penalty: 3990.134521
	Iteration 30Q: 3 clusters Score -410519.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -410526.812500 Penalty: 3990.134521
	Iteration 31Q: 3 clusters Score -410526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410535.468750 Penalty: 3990.134521
	Iteration 32Q: 3 clusters Score -410535.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -410543.750000 Penalty: 3990.134521
	Iteration 33Q: 3 clusters Score -410543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -410555.875000 Penalty: 3990.134521
	Iteration 34Q: 3 clusters Score -410555.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410577.187500 Penalty: 3990.134521
	Iteration 35Q: 3 clusters Score -410577.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -410598.000000 Penalty: 3990.134521
	Iteration 36Q: 3 clusters Score -410598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -410618.875000 Penalty: 3990.134521
	Iteration 37Q: 3 clusters Score -410618.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -410661.531250 Penalty: 3990.134521
	Iteration 38Q: 3 clusters Score -410661.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -410738.375000 Penalty: 3990.134521
	Iteration 39Q: 3 clusters Score -410738.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -410847.125000 Penalty: 3990.134521
	Iteration 40F: 3 clusters Score -410847.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -410989.375000 Penalty: 3990.134521
	Iteration 41Q: 3 clusters Score -410989.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -411145.187500 Penalty: 3990.134521
	Iteration 42Q: 3 clusters Score -411145.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411342.656250 Penalty: 3990.134521
	Iteration 43Q: 3 clusters Score -411342.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -411648.187500 Penalty: 3990.134521
	Iteration 44Q: 3 clusters Score -411648.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -411889.562500 Penalty: 3990.134521
	Iteration 45Q: 3 clusters Score -411889.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -412014.562500 Penalty: 3990.134521
	Iteration 46Q: 3 clusters Score -412014.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -412057.500000 Penalty: 3990.134521
	Iteration 47Q: 3 clusters Score -412057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -412078.968750 Penalty: 3990.134521
	Iteration 48Q: 3 clusters Score -412079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -412094.625000 Penalty: 3990.134521
	Iteration 49Q: 3 clusters Score -412094.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412103.531250 Penalty: 3990.134521
	Iteration 50Q: 3 clusters Score -412103.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -412112.625000 Penalty: 3990.134521
	Iteration 51Q: 3 clusters Score -412112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -412118.562500 Penalty: 3990.134521
	Iteration 52Q: 3 clusters Score -412118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -412125.812500 Penalty: 3990.134521
	Iteration 53Q: 3 clusters Score -412125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -412130.656250 Penalty: 3990.134521
	Iteration 54Q: 3 clusters Score -412130.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -412134.625000 Penalty: 3990.134521
	Iteration 55Q: 3 clusters Score -412134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -412135.750000 Penalty: 3990.134521
	Iteration 56Q: 3 clusters Score -412135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -412137.000000 Penalty: 3990.134521
	Iteration 57Q: 3 clusters Score -412137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -412139.187500 Penalty: 3990.134521
	Iteration 58Q: 3 clusters Score -412139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -412139.312500 Penalty: 3990.134521
	Iteration 59Q: 3 clusters Score -412139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -412139.593750 Penalty: 3990.134521
	Iteration 60F: 3 clusters Score -412139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -412140.593750 Penalty: 3990.134521
	Iteration 61Q: 3 clusters Score -412140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -412141.656250 Penalty: 3990.134521
	Iteration 62Q: 3 clusters Score -412141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412142.343750 Penalty: 3990.134521
	Iteration 63Q: 3 clusters Score -412142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412142.343750 Penalty: 3990.134521
	Iteration 64F: 3 clusters Score -412142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25993.041016 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -25993.04 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 157 members 
Entering Unmasked Estep 
Score: -24752.625000 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -24752.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24971.857422 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -24971.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25143.021484 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25143.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25266.119141 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -25266.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25427.406250 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -25427.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25661.429688 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -25661.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25775.681641 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -25775.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25787.560547 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -25787.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25825.623047 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -25825.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25830.873047 Penalty: 2812.260986
	Iteration 9F: 3 clusters Score -25830.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25849.445312 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -25849.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25851.533203 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -25851.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25854.349609 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -25854.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25856.052734 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -25856.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25856.052734 Penalty: 2812.260986
	Iteration 14F: 3 clusters Score -25856.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Entering Unmasked Estep 
Score: -14629866.000000 Penalty: 2876.793701
	Iteration 0F: 2 clusters Score -1.462987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -14557798.000000 Penalty: 5753.587402
	Iteration 0F: 3 clusters Score -1.45578e+07 nChanged 51582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -14587439.000000 Penalty: 5753.587402
	Iteration 1F: 3 clusters Score -1.458744e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -14588723.000000 Penalty: 5753.587402
	Iteration 2Q: 3 clusters Score -1.458872e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -14590236.000000 Penalty: 5753.587402
	Iteration 3Q: 3 clusters Score -1.459024e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -14591963.000000 Penalty: 5753.587402
	Iteration 4Q: 3 clusters Score -1.459196e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -14594155.000000 Penalty: 5753.587402
	Iteration 5Q: 3 clusters Score -1.459416e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -14596836.000000 Penalty: 5753.587402
	Iteration 6F: 3 clusters Score -1.459684e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -14600145.000000 Penalty: 5753.587402
	Iteration 7F: 3 clusters Score -1.460014e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -14603860.000000 Penalty: 5753.587402
	Iteration 8F: 3 clusters Score -1.460386e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -14607484.000000 Penalty: 5753.587402
	Iteration 9F: 3 clusters Score -1.460748e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -14609850.000000 Penalty: 5753.587402
	Iteration 10Q: 3 clusters Score -1.460985e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -14610998.000000 Penalty: 5753.587402
	Iteration 11Q: 3 clusters Score -1.4611e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -14611536.000000 Penalty: 5753.587402
	Iteration 12Q: 3 clusters Score -1.461154e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -14611801.000000 Penalty: 5753.587402
	Iteration 13Q: 3 clusters Score -1.46118e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -14612172.000000 Penalty: 5753.587402
	Iteration 14Q: 3 clusters Score -1.461217e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -14612457.000000 Penalty: 5753.587402
	Iteration 15Q: 3 clusters Score -1.461246e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -14612683.000000 Penalty: 5753.587402
	Iteration 16Q: 3 clusters Score -1.461268e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -14613008.000000 Penalty: 5753.587402
	Iteration 17Q: 3 clusters Score -1.461301e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -14613279.000000 Penalty: 5753.587402
	Iteration 18Q: 3 clusters Score -1.461328e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -14613609.000000 Penalty: 5753.587402
	Iteration 19Q: 3 clusters Score -1.461361e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -14613899.000000 Penalty: 5753.587402
	Iteration 20F: 3 clusters Score -1.46139e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -14614255.000000 Penalty: 5753.587402
	Iteration 21Q: 3 clusters Score -1.461426e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -14614554.000000 Penalty: 5753.587402
	Iteration 22Q: 3 clusters Score -1.461455e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -14614856.000000 Penalty: 5753.587402
	Iteration 23Q: 3 clusters Score -1.461486e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -14615185.000000 Penalty: 5753.587402
	Iteration 24Q: 3 clusters Score -1.461518e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -14615612.000000 Penalty: 5753.587402
	Iteration 25Q: 3 clusters Score -1.461561e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -14615995.000000 Penalty: 5753.587402
	Iteration 26Q: 3 clusters Score -1.4616e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -14616464.000000 Penalty: 5753.587402
	Iteration 27Q: 3 clusters Score -1.461646e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -14616946.000000 Penalty: 5753.587402
	Iteration 28Q: 3 clusters Score -1.461695e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -14617395.000000 Penalty: 5753.587402
	Iteration 29Q: 3 clusters Score -1.46174e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -14617908.000000 Penalty: 5753.587402
	Iteration 30Q: 3 clusters Score -1.461791e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -14618458.000000 Penalty: 5753.587402
	Iteration 31Q: 3 clusters Score -1.461846e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -14618926.000000 Penalty: 5753.587402
	Iteration 32Q: 3 clusters Score -1.461893e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -14619499.000000 Penalty: 5753.587402
	Iteration 33Q: 3 clusters Score -1.46195e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -14620152.000000 Penalty: 5753.587402
	Iteration 34Q: 3 clusters Score -1.462015e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -14620830.000000 Penalty: 5753.587402
	Iteration 35Q: 3 clusters Score -1.462083e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -14621512.000000 Penalty: 5753.587402
	Iteration 36Q: 3 clusters Score -1.462151e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -14622080.000000 Penalty: 5753.587402
	Iteration 37Q: 3 clusters Score -1.462208e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -14622761.000000 Penalty: 5753.587402
	Iteration 38Q: 3 clusters Score -1.462276e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -14623364.000000 Penalty: 5753.587402
	Iteration 39Q: 3 clusters Score -1.462336e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -14624042.000000 Penalty: 5753.587402
	Iteration 40F: 3 clusters Score -1.462404e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -14624644.000000 Penalty: 5753.587402
	Iteration 41Q: 3 clusters Score -1.462464e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -14625209.000000 Penalty: 5753.587402
	Iteration 42Q: 3 clusters Score -1.462521e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -14625685.000000 Penalty: 5753.587402
	Iteration 43Q: 3 clusters Score -1.462568e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -14626077.000000 Penalty: 5753.587402
	Iteration 44Q: 3 clusters Score -1.462608e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -14626400.000000 Penalty: 5753.587402
	Iteration 45Q: 3 clusters Score -1.46264e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -14626719.000000 Penalty: 5753.587402
	Iteration 46Q: 3 clusters Score -1.462672e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101881 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -14626918.000000 Penalty: 5753.587402
	Iteration 47Q: 3 clusters Score -1.462692e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -14627071.000000 Penalty: 5753.587402
	Iteration 48Q: 3 clusters Score -1.462707e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -14627197.000000 Penalty: 5753.587402
	Iteration 49Q: 3 clusters Score -1.46272e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102898 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -14627335.000000 Penalty: 5753.587402
	Iteration 50Q: 3 clusters Score -1.462734e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -14627404.000000 Penalty: 5753.587402
	Iteration 51Q: 3 clusters Score -1.46274e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -14627468.000000 Penalty: 5753.587402
	Iteration 52Q: 3 clusters Score -1.462747e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -14627477.000000 Penalty: 5753.587402
	Iteration 53Q: 3 clusters Score -1.462748e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -14627514.000000 Penalty: 5753.587402
	Iteration 54Q: 3 clusters Score -1.462751e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -14627560.000000 Penalty: 5753.587402
	Iteration 55Q: 3 clusters Score -1.462756e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -14627589.000000 Penalty: 5753.587402
	Iteration 56Q: 3 clusters Score -1.462759e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -14627614.000000 Penalty: 5753.587402
	Iteration 57Q: 3 clusters Score -1.462761e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -14627634.000000 Penalty: 5753.587402
	Iteration 58Q: 3 clusters Score -1.462763e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -14627653.000000 Penalty: 5753.587402
	Iteration 59Q: 3 clusters Score -1.462765e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -14627660.000000 Penalty: 5753.587402
	Iteration 60F: 3 clusters Score -1.462766e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -14627652.000000 Penalty: 5753.587402
	Iteration 61Q: 3 clusters Score -1.462765e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -14627680.000000 Penalty: 5753.587402
	Iteration 62Q: 3 clusters Score -1.462768e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -14627710.000000 Penalty: 5753.587402
	Iteration 63Q: 3 clusters Score -1.462771e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -14627700.000000 Penalty: 5753.587402
	Iteration 64Q: 3 clusters Score -1.46277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -14627698.000000 Penalty: 5753.587402
	Iteration 65Q: 3 clusters Score -1.46277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -14627705.000000 Penalty: 5753.587402
	Iteration 66Q: 3 clusters Score -1.46277e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -14627688.000000 Penalty: 5753.587402
	Iteration 67Q: 3 clusters Score -1.462769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104998 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -14627685.000000 Penalty: 5753.587402
	Iteration 68Q: 3 clusters Score -1.462768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -14627715.000000 Penalty: 5753.587402
	Iteration 69Q: 3 clusters Score -1.462772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -14627728.000000 Penalty: 5753.587402
	Iteration 70Q: 3 clusters Score -1.462773e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -14627721.000000 Penalty: 5753.587402
	Iteration 71Q: 3 clusters Score -1.462772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -14627736.000000 Penalty: 5753.587402
	Iteration 72Q: 3 clusters Score -1.462774e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105228 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -14627754.000000 Penalty: 5753.587402
	Iteration 73Q: 3 clusters Score -1.462775e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -14627753.000000 Penalty: 5753.587402
	Iteration 74Q: 3 clusters Score -1.462775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -14627749.000000 Penalty: 5753.587402
	Iteration 75Q: 3 clusters Score -1.462775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -14627739.000000 Penalty: 5753.587402
	Iteration 76Q: 3 clusters Score -1.462774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14627704.000000 Penalty: 5753.587402
	Iteration 77Q: 3 clusters Score -1.46277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -14627729.000000 Penalty: 5753.587402
	Iteration 78Q: 3 clusters Score -1.462773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14627716.000000 Penalty: 5753.587402
	Iteration 79Q: 3 clusters Score -1.462772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14627730.000000 Penalty: 5753.587402
	Iteration 80F: 3 clusters Score -1.462773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -14627730.000000 Penalty: 5753.587402
	Iteration 81Q: 3 clusters Score -1.462773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -14627738.000000 Penalty: 5753.587402
	Iteration 82Q: 3 clusters Score -1.462774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105507 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -14627746.000000 Penalty: 5753.587402
	Iteration 83Q: 3 clusters Score -1.462775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -14627755.000000 Penalty: 5753.587402
	Iteration 84Q: 3 clusters Score -1.462776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -14627743.000000 Penalty: 5753.587402
	Iteration 85Q: 3 clusters Score -1.462774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14627729.000000 Penalty: 5753.587402
	Iteration 86Q: 3 clusters Score -1.462773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -14627734.000000 Penalty: 5753.587402
	Iteration 87Q: 3 clusters Score -1.462773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -14627739.000000 Penalty: 5753.587402
	Iteration 88Q: 3 clusters Score -1.462774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -14627743.000000 Penalty: 5753.587402
	Iteration 89Q: 3 clusters Score -1.462774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -14627743.000000 Penalty: 5753.587402
	Iteration 90Q: 3 clusters Score -1.462774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105621 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14627751.000000 Penalty: 5753.587402
	Iteration 91Q: 3 clusters Score -1.462775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -14627744.000000 Penalty: 5753.587402
	Iteration 92Q: 3 clusters Score -1.462774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -14627757.000000 Penalty: 5753.587402
	Iteration 93Q: 3 clusters Score -1.462776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -14627765.000000 Penalty: 5753.587402
	Iteration 94Q: 3 clusters Score -1.462776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -14627759.000000 Penalty: 5753.587402
	Iteration 95Q: 3 clusters Score -1.462776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -14627754.000000 Penalty: 5753.587402
	Iteration 96Q: 3 clusters Score -1.462775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -14627746.000000 Penalty: 5753.587402
	Iteration 97Q: 3 clusters Score -1.462775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -14627756.000000 Penalty: 5753.587402
	Iteration 98Q: 3 clusters Score -1.462776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -14627764.000000 Penalty: 5753.587402
	Iteration 99Q: 3 clusters Score -1.462776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14627773.000000 Penalty: 5753.587402
	Iteration 100F: 3 clusters Score -1.462777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14627764.000000 Penalty: 5753.587402
	Iteration 101Q: 3 clusters Score -1.462776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14627788.000000 Penalty: 5753.587402
	Iteration 102Q: 3 clusters Score -1.462779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -14627801.000000 Penalty: 5753.587402
	Iteration 103Q: 3 clusters Score -1.46278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14627776.000000 Penalty: 5753.587402
	Iteration 104Q: 3 clusters Score -1.462778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -14627803.000000 Penalty: 5753.587402
	Iteration 105Q: 3 clusters Score -1.46278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -14627792.000000 Penalty: 5753.587402
	Iteration 106Q: 3 clusters Score -1.462779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -14627789.000000 Penalty: 5753.587402
	Iteration 107Q: 3 clusters Score -1.462779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -14627784.000000 Penalty: 5753.587402
	Iteration 108Q: 3 clusters Score -1.462778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -14627789.000000 Penalty: 5753.587402
	Iteration 109Q: 3 clusters Score -1.462779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -14627785.000000 Penalty: 5753.587402
	Iteration 110Q: 3 clusters Score -1.462778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -14627802.000000 Penalty: 5753.587402
	Iteration 111Q: 3 clusters Score -1.46278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14627791.000000 Penalty: 5753.587402
	Iteration 112Q: 3 clusters Score -1.462779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -14627793.000000 Penalty: 5753.587402
	Iteration 113Q: 3 clusters Score -1.462779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -14627786.000000 Penalty: 5753.587402
	Iteration 114Q: 3 clusters Score -1.462779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -14627783.000000 Penalty: 5753.587402
	Iteration 115Q: 3 clusters Score -1.462778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -14627765.000000 Penalty: 5753.587402
	Iteration 116Q: 3 clusters Score -1.462776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -14627779.000000 Penalty: 5753.587402
	Iteration 117Q: 3 clusters Score -1.462778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -14627768.000000 Penalty: 5753.587402
	Iteration 118Q: 3 clusters Score -1.462777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106024 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -14627786.000000 Penalty: 5753.587402
	Iteration 119Q: 3 clusters Score -1.462779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -14627793.000000 Penalty: 5753.587402
	Iteration 120F: 3 clusters Score -1.462779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -14627784.000000 Penalty: 5753.587402
	Iteration 121Q: 3 clusters Score -1.462778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106055 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -14627783.000000 Penalty: 5753.587402
	Iteration 122Q: 3 clusters Score -1.462778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -14627789.000000 Penalty: 5753.587402
	Iteration 123Q: 3 clusters Score -1.462779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -14627786.000000 Penalty: 5753.587402
	Iteration 124Q: 3 clusters Score -1.462779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -14627791.000000 Penalty: 5753.587402
	Iteration 125Q: 3 clusters Score -1.462779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106076 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -14627803.000000 Penalty: 5753.587402
	Iteration 126Q: 3 clusters Score -1.46278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -14627806.000000 Penalty: 5753.587402
	Iteration 127Q: 3 clusters Score -1.462781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14627810.000000 Penalty: 5753.587402
	Iteration 128Q: 3 clusters Score -1.462781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -14627810.000000 Penalty: 5753.587402
	Iteration 129Q: 3 clusters Score -1.462781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14627803.000000 Penalty: 5753.587402
	Iteration 130Q: 3 clusters Score -1.46278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -14627804.000000 Penalty: 5753.587402
	Iteration 131Q: 3 clusters Score -1.46278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -14627804.000000 Penalty: 5753.587402
	Iteration 132F: 3 clusters Score -1.46278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Entering Unmasked Estep 
Score: -4014058.250000 Penalty: 2551.508789
	Iteration 0F: 2 clusters Score -4014058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3993979.500000 Penalty: 5103.017578
	Iteration 0F: 3 clusters Score -3993980 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4001053.750000 Penalty: 5103.017578
	Iteration 1F: 3 clusters Score -4001054 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4001513.750000 Penalty: 5103.017578
	Iteration 2Q: 3 clusters Score -4001514 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4001906.500000 Penalty: 5103.017578
	Iteration 3Q: 3 clusters Score -4001906 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4002311.750000 Penalty: 5103.017578
	Iteration 4Q: 3 clusters Score -4002312 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4002763.500000 Penalty: 5103.017578
	Iteration 5Q: 3 clusters Score -4002764 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4003255.000000 Penalty: 5103.017578
	Iteration 6Q: 3 clusters Score -4003255 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4003903.250000 Penalty: 5103.017578
	Iteration 7Q: 3 clusters Score -4003903 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4004734.500000 Penalty: 5103.017578
	Iteration 8Q: 3 clusters Score -4004734 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4005722.000000 Penalty: 5103.017578
	Iteration 9F: 3 clusters Score -4005722 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4006799.500000 Penalty: 5103.017578
	Iteration 10F: 3 clusters Score -4006800 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4007658.500000 Penalty: 5103.017578
	Iteration 11Q: 3 clusters Score -4007658 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4008334.250000 Penalty: 5103.017578
	Iteration 12Q: 3 clusters Score -4008334 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4008713.000000 Penalty: 5103.017578
	Iteration 13Q: 3 clusters Score -4008713 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4008920.000000 Penalty: 5103.017578
	Iteration 14Q: 3 clusters Score -4008920 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4009086.250000 Penalty: 5103.017578
	Iteration 15Q: 3 clusters Score -4009086 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -4009183.250000 Penalty: 5103.017578
	Iteration 16Q: 3 clusters Score -4009183 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4009274.000000 Penalty: 5103.017578
	Iteration 17Q: 3 clusters Score -4009274 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -4009389.750000 Penalty: 5103.017578
	Iteration 18Q: 3 clusters Score -4009390 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4009486.000000 Penalty: 5103.017578
	Iteration 19Q: 3 clusters Score -4009486 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4009563.750000 Penalty: 5103.017578
	Iteration 20F: 3 clusters Score -4009564 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4009645.250000 Penalty: 5103.017578
	Iteration 21Q: 3 clusters Score -4009645 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4009744.750000 Penalty: 5103.017578
	Iteration 22Q: 3 clusters Score -4009745 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4009851.750000 Penalty: 5103.017578
	Iteration 23Q: 3 clusters Score -4009852 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4009957.000000 Penalty: 5103.017578
	Iteration 24Q: 3 clusters Score -4009957 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4010039.500000 Penalty: 5103.017578
	Iteration 25Q: 3 clusters Score -4010040 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4010114.000000 Penalty: 5103.017578
	Iteration 26Q: 3 clusters Score -4010114 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4010202.250000 Penalty: 5103.017578
	Iteration 27Q: 3 clusters Score -4010202 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4010281.000000 Penalty: 5103.017578
	Iteration 28Q: 3 clusters Score -4010281 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4010382.750000 Penalty: 5103.017578
	Iteration 29Q: 3 clusters Score -4010383 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4010449.750000 Penalty: 5103.017578
	Iteration 30Q: 3 clusters Score -4010450 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4010532.000000 Penalty: 5103.017578
	Iteration 31Q: 3 clusters Score -4010532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4010596.500000 Penalty: 5103.017578
	Iteration 32Q: 3 clusters Score -4010596 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4010675.500000 Penalty: 5103.017578
	Iteration 33Q: 3 clusters Score -4010676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4010749.250000 Penalty: 5103.017578
	Iteration 34Q: 3 clusters Score -4010749 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4010837.750000 Penalty: 5103.017578
	Iteration 35Q: 3 clusters Score -4010838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4010921.500000 Penalty: 5103.017578
	Iteration 36Q: 3 clusters Score -4010922 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4011010.250000 Penalty: 5103.017578
	Iteration 37Q: 3 clusters Score -4011010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4011073.000000 Penalty: 5103.017578
	Iteration 38Q: 3 clusters Score -4011073 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4011107.250000 Penalty: 5103.017578
	Iteration 39Q: 3 clusters Score -4011107 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4011160.250000 Penalty: 5103.017578
	Iteration 40F: 3 clusters Score -4011160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4011207.250000 Penalty: 5103.017578
	Iteration 41Q: 3 clusters Score -4011207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4011263.000000 Penalty: 5103.017578
	Iteration 42Q: 3 clusters Score -4011263 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4011315.750000 Penalty: 5103.017578
	Iteration 43Q: 3 clusters Score -4011316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4011363.500000 Penalty: 5103.017578
	Iteration 44Q: 3 clusters Score -4011364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4011406.250000 Penalty: 5103.017578
	Iteration 45Q: 3 clusters Score -4011406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4011447.750000 Penalty: 5103.017578
	Iteration 46Q: 3 clusters Score -4011448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4011494.000000 Penalty: 5103.017578
	Iteration 47Q: 3 clusters Score -4011494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4011523.500000 Penalty: 5103.017578
	Iteration 48Q: 3 clusters Score -4011524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4011549.750000 Penalty: 5103.017578
	Iteration 49Q: 3 clusters Score -4011550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4011585.250000 Penalty: 5103.017578
	Iteration 50Q: 3 clusters Score -4011585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4011626.250000 Penalty: 5103.017578
	Iteration 51Q: 3 clusters Score -4011626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4011654.750000 Penalty: 5103.017578
	Iteration 52Q: 3 clusters Score -4011655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4011671.500000 Penalty: 5103.017578
	Iteration 53Q: 3 clusters Score -4011672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4011692.500000 Penalty: 5103.017578
	Iteration 54Q: 3 clusters Score -4011692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4011700.250000 Penalty: 5103.017578
	Iteration 55Q: 3 clusters Score -4011700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4011710.500000 Penalty: 5103.017578
	Iteration 56Q: 3 clusters Score -4011710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4011726.500000 Penalty: 5103.017578
	Iteration 57Q: 3 clusters Score -4011726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4011737.250000 Penalty: 5103.017578
	Iteration 58Q: 3 clusters Score -4011737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4011742.250000 Penalty: 5103.017578
	Iteration 59Q: 3 clusters Score -4011742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4011754.250000 Penalty: 5103.017578
	Iteration 60F: 3 clusters Score -4011754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4011754.750000 Penalty: 5103.017578
	Iteration 61Q: 3 clusters Score -4011755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4011762.500000 Penalty: 5103.017578
	Iteration 62Q: 3 clusters Score -4011762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4011772.750000 Penalty: 5103.017578
	Iteration 63Q: 3 clusters Score -4011773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4011774.750000 Penalty: 5103.017578
	Iteration 64Q: 3 clusters Score -4011775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4011782.500000 Penalty: 5103.017578
	Iteration 65Q: 3 clusters Score -4011782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4011785.250000 Penalty: 5103.017578
	Iteration 66Q: 3 clusters Score -4011785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4011783.500000 Penalty: 5103.017578
	Iteration 67Q: 3 clusters Score -4011784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4011790.750000 Penalty: 5103.017578
	Iteration 68Q: 3 clusters Score -4011791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4011788.750000 Penalty: 5103.017578
	Iteration 69Q: 3 clusters Score -4011789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4011787.500000 Penalty: 5103.017578
	Iteration 70Q: 3 clusters Score -4011788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4011790.000000 Penalty: 5103.017578
	Iteration 71Q: 3 clusters Score -4011790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4011792.500000 Penalty: 5103.017578
	Iteration 72Q: 3 clusters Score -4011792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4011796.500000 Penalty: 5103.017578
	Iteration 73Q: 3 clusters Score -4011796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4011799.000000 Penalty: 5103.017578
	Iteration 74Q: 3 clusters Score -4011799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4011800.250000 Penalty: 5103.017578
	Iteration 75Q: 3 clusters Score -4011800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4011800.000000 Penalty: 5103.017578
	Iteration 76Q: 3 clusters Score -4011800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4011803.000000 Penalty: 5103.017578
	Iteration 77Q: 3 clusters Score -4011803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4011802.750000 Penalty: 5103.017578
	Iteration 78Q: 3 clusters Score -4011803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4011802.750000 Penalty: 5103.017578
	Iteration 79F: 3 clusters Score -4011803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -301959.687500 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -301959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -299084.656250 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -299084.7 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -299650.500000 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -299650.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299806.562500 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -299806.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -299918.156250 Penalty: 3860.272461
	Iteration 3F: 3 clusters Score -299918.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -300037.937500 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -300037.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -300162.375000 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -300162.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -300293.562500 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -300293.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -300431.312500 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -300431.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -300602.468750 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -300602.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -300757.218750 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -300757.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -300864.000000 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -300864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -300932.062500 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -300932.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -300985.500000 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -300985.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -301019.843750 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -301019.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -301056.156250 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -301056.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -301081.718750 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -301081.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -301098.593750 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -301098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -301111.343750 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -301111.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -301118.437500 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -301118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -301124.843750 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -301124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -301127.218750 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -301127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -301129.531250 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -301129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -301131.718750 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -301131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -301133.093750 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -301133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -301133.937500 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -301133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -301134.343750 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -301134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -301134.343750 Penalty: 3860.272461
	Iteration 26F: 3 clusters Score -301134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -278152.656250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -278152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275359.125000 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -275359.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275849.718750 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -275849.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -276005.718750 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -276005.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -276100.843750 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -276100.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -276183.406250 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -276183.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276273.500000 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -276273.5 nChanged 76
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: -276355.343750 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -276355.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -276421.406250 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -276421.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -276476.312500 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -276476.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -276515.906250 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -276515.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276552.531250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -276552.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -276589.000000 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -276589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -276620.968750 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -276621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -276648.218750 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -276648.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -276680.625000 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -276680.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -276713.593750 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -276713.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276738.500000 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -276738.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -276757.000000 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -276757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -276769.906250 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -276769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -276784.531250 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -276784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -276803.406250 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -276803.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -276819.218750 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -276819.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -276831.156250 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -276831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -276842.125000 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -276842.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -276853.750000 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -276853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276864.531250 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -276864.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -276877.531250 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -276877.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -276886.656250 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -276886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -276898.468750 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -276898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -276906.062500 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -276906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -276912.250000 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -276912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -276916.968750 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -276917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -276923.437500 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -276923.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -276928.250000 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -276928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -276931.062500 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -276931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -276934.187500 Penalty: 3816.644531
	Iteration 35Q: 3 clusters Score -276934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -276936.875000 Penalty: 3816.644531
	Iteration 36Q: 3 clusters Score -276936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -276937.312500 Penalty: 3816.644531
	Iteration 37Q: 3 clusters Score -276937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -276937.781250 Penalty: 3816.644531
	Iteration 38Q: 3 clusters Score -276937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -276937.781250 Penalty: 3816.644531
	Iteration 39F: 3 clusters Score -276937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -626527.312500 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -626527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -622235.875000 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -622235.9 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -623234.562500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -623234.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -623478.937500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -623478.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -623653.687500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -623653.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -623793.000000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -623793 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -623907.812500 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -623907.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -624019.750000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -624019.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -624132.000000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -624132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -624225.625000 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -624225.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -624311.062500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -624311.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -624390.812500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -624390.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -624461.312500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -624461.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -624541.375000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -624541.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -624598.812500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -624598.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -624641.375000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -624641.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -624669.875000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -624669.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -624691.125000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -624691.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -624715.187500 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -624715.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -624736.562500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -624736.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -624757.062500 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -624757.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -624772.937500 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -624772.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -624789.500000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -624789.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -624805.812500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -624805.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -624815.687500 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -624815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -624821.187500 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -624821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -624825.875000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -624825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -624832.312500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -624832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -624834.312500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -624834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -624836.500000 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -624836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -624839.375000 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -624839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -624839.750000 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -624839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -624841.250000 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -624841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -624842.812500 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -624842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -624845.000000 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -624845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -624844.375000 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -624844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -624847.500000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -624847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -624847.312500 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -624847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -624847.312500 Penalty: 4183.278320
	Iteration 37F: 3 clusters Score -624847.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -626443.937500 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -626443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -622105.187500 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -622105.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -623105.125000 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -623105.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -623358.062500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -623358.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -623522.687500 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -623522.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -623634.437500 Penalty: 4192.569824
	Iteration 4Q: 3 clusters Score -623634.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -623740.562500 Penalty: 4192.569824
	Iteration 5Q: 3 clusters Score -623740.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -623825.000000 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -623825 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -623900.250000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -623900.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -623970.375000 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -623970.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -624033.937500 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -624033.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -624092.875000 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -624092.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -624137.125000 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -624137.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -624170.875000 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -624170.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -624208.187500 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -624208.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -624246.062500 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -624246.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -624287.687500 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -624287.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -624333.937500 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -624333.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -624372.000000 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -624372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -624401.625000 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -624401.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -624430.187500 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -624430.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -624454.750000 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -624454.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -624485.625000 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -624485.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -624512.750000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -624512.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -624544.687500 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -624544.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -624577.625000 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -624577.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -624603.187500 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -624603.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -624628.250000 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -624628.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -624646.062500 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -624646.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -624660.375000 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -624660.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -624679.687500 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -624679.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -624692.375000 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -624692.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -624704.125000 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -624704.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -624714.187500 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -624714.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -624725.250000 Penalty: 4192.569824
	Iteration 33Q: 3 clusters Score -624725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -624733.437500 Penalty: 4192.569824
	Iteration 34Q: 3 clusters Score -624733.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -624738.000000 Penalty: 4192.569824
	Iteration 35Q: 3 clusters Score -624738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -624742.375000 Penalty: 4192.569824
	Iteration 36Q: 3 clusters Score -624742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -624745.312500 Penalty: 4192.569824
	Iteration 37Q: 3 clusters Score -624745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -624748.125000 Penalty: 4192.569824
	Iteration 38Q: 3 clusters Score -624748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -624749.687500 Penalty: 4192.569824
	Iteration 39Q: 3 clusters Score -624749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -624752.000000 Penalty: 4192.569824
	Iteration 40F: 3 clusters Score -624752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -624756.437500 Penalty: 4192.569824
	Iteration 41Q: 3 clusters Score -624756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -624758.437500 Penalty: 4192.569824
	Iteration 42Q: 3 clusters Score -624758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -624760.375000 Penalty: 4192.569824
	Iteration 43Q: 3 clusters Score -624760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -624763.375000 Penalty: 4192.569824
	Iteration 44Q: 3 clusters Score -624763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -624765.875000 Penalty: 4192.569824
	Iteration 45Q: 3 clusters Score -624765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -624768.375000 Penalty: 4192.569824
	Iteration 46Q: 3 clusters Score -624768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -624770.812500 Penalty: 4192.569824
	Iteration 47Q: 3 clusters Score -624770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -624771.250000 Penalty: 4192.569824
	Iteration 48Q: 3 clusters Score -624771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -624773.375000 Penalty: 4192.569824
	Iteration 49Q: 3 clusters Score -624773.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -624779.062500 Penalty: 4192.569824
	Iteration 50Q: 3 clusters Score -624779.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -624785.375000 Penalty: 4192.569824
	Iteration 51Q: 3 clusters Score -624785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -624789.625000 Penalty: 4192.569824
	Iteration 52Q: 3 clusters Score -624789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -624794.937500 Penalty: 4192.569824
	Iteration 53Q: 3 clusters Score -624794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -624795.937500 Penalty: 4192.569824
	Iteration 54Q: 3 clusters Score -624795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -624798.812500 Penalty: 4192.569824
	Iteration 55Q: 3 clusters Score -624798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -624798.500000 Penalty: 4192.569824
	Iteration 56Q: 3 clusters Score -624798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -624802.687500 Penalty: 4192.569824
	Iteration 57Q: 3 clusters Score -624802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -624805.812500 Penalty: 4192.569824
	Iteration 58Q: 3 clusters Score -624805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -624807.375000 Penalty: 4192.569824
	Iteration 59Q: 3 clusters Score -624807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -624809.812500 Penalty: 4192.569824
	Iteration 60F: 3 clusters Score -624809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -624812.500000 Penalty: 4192.569824
	Iteration 61Q: 3 clusters Score -624812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -624818.750000 Penalty: 4192.569824
	Iteration 62Q: 3 clusters Score -624818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -624821.500000 Penalty: 4192.569824
	Iteration 63Q: 3 clusters Score -624821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -624829.750000 Penalty: 4192.569824
	Iteration 64Q: 3 clusters Score -624829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -624834.937500 Penalty: 4192.569824
	Iteration 65Q: 3 clusters Score -624834.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -624843.562500 Penalty: 4192.569824
	Iteration 66Q: 3 clusters Score -624843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -624849.812500 Penalty: 4192.569824
	Iteration 67Q: 3 clusters Score -624849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -624855.312500 Penalty: 4192.569824
	Iteration 68Q: 3 clusters Score -624855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -624861.875000 Penalty: 4192.569824
	Iteration 69Q: 3 clusters Score -624861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -624869.875000 Penalty: 4192.569824
	Iteration 70Q: 3 clusters Score -624869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -624872.125000 Penalty: 4192.569824
	Iteration 71Q: 3 clusters Score -624872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -624876.812500 Penalty: 4192.569824
	Iteration 72Q: 3 clusters Score -624876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -624879.562500 Penalty: 4192.569824
	Iteration 73Q: 3 clusters Score -624879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -624883.875000 Penalty: 4192.569824
	Iteration 74Q: 3 clusters Score -624883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -624888.187500 Penalty: 4192.569824
	Iteration 75Q: 3 clusters Score -624888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -624894.812500 Penalty: 4192.569824
	Iteration 76Q: 3 clusters Score -624894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -624899.562500 Penalty: 4192.569824
	Iteration 77Q: 3 clusters Score -624899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -624904.437500 Penalty: 4192.569824
	Iteration 78Q: 3 clusters Score -624904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -624907.375000 Penalty: 4192.569824
	Iteration 79Q: 3 clusters Score -624907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -624908.125000 Penalty: 4192.569824
	Iteration 80F: 3 clusters Score -624908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -624909.187500 Penalty: 4192.569824
	Iteration 81Q: 3 clusters Score -624909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -624909.187500 Penalty: 4192.569824
	Iteration 82F: 3 clusters Score -624909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -385418.531250 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -385418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -382230.625000 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -382230.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382808.656250 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -382808.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -382951.906250 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -382951.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -383051.156250 Penalty: 3946.238525
	Iteration 3Q: 3 clusters Score -383051.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -383123.750000 Penalty: 3946.238525
	Iteration 4Q: 3 clusters Score -383123.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -383166.406250 Penalty: 3946.238525
	Iteration 5Q: 3 clusters Score -383166.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -383198.093750 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -383198.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -383222.406250 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -383222.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -383245.437500 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -383245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -383263.843750 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -383263.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -383274.812500 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -383274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -383283.843750 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -383283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -383292.406250 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -383292.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -383299.156250 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -383299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -383302.625000 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -383302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -383305.031250 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -383305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -383306.218750 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -383306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -383307.406250 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -383307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -383308.031250 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -383308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -383308.656250 Penalty: 3946.238525
	Iteration 19Q: 3 clusters Score -383308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -383309.343750 Penalty: 3946.238525
	Iteration 20F: 3 clusters Score -383309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -383309.375000 Penalty: 3946.238525
	Iteration 21Q: 3 clusters Score -383309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -383309.375000 Penalty: 3946.238525
	Iteration 22F: 3 clusters Score -383309.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -370171.593750 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -370171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -366922.281250 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -366922.3 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -367597.906250 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -367597.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -367739.875000 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -367739.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -367832.625000 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -367832.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -367898.562500 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -367898.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -367963.187500 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -367963.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -368018.593750 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -368018.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368064.062500 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -368064.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -368112.937500 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -368112.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -368153.937500 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -368153.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -368204.562500 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -368204.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -368249.062500 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -368249.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -368295.562500 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -368295.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -368329.062500 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -368329.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -368359.281250 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -368359.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -368378.531250 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -368378.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -368402.468750 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -368402.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -368423.218750 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -368423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -368444.062500 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -368444.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -368468.812500 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -368468.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -368487.187500 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -368487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -368510.218750 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -368510.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -368525.218750 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -368525.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -368535.187500 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -368535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -368540.156250 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -368540.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -368549.156250 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -368549.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -368554.437500 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -368554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -368557.843750 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -368557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -368560.250000 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -368560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -368561.781250 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -368561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -368564.781250 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -368564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -368567.156250 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -368567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -368571.406250 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -368571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -368574.937500 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -368574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -368576.281250 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -368576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -368577.437500 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -368577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -368578.093750 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -368578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -368578.093750 Penalty: 3956.901855
	Iteration 37F: 3 clusters Score -368578.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -43060.078125 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -43060.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41751.324219 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -41751.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41934.804688 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -41934.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42021.453125 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -42021.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42057.964844 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -42057.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42074.078125 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -42074.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42081.710938 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -42081.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42089.289062 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -42089.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42098.605469 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -42098.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42120.492188 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -42120.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42129.457031 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -42129.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42137.109375 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -42137.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42140.496094 Penalty: 2939.755371
	Iteration 11Q: 3 clusters Score -42140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42146.718750 Penalty: 2939.755371
	Iteration 12Q: 3 clusters Score -42146.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42146.718750 Penalty: 2939.755371
	Iteration 13F: 3 clusters Score -42146.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -68785.507812 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -68785.51 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 304 members 
Entering Unmasked Estep 
Score: -67144.898438 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -67144.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67348.062500 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -67348.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67441.539062 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -67441.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67537.804688 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -67537.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67667.976562 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -67667.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67747.492188 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -67747.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67821.554688 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -67821.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67912.921875 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -67912.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67954.875000 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -67954.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68013.867188 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -68013.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68094.750000 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -68094.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68159.343750 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -68159.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68234.757812 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -68234.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68288.734375 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -68288.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68331.781250 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -68331.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68348.156250 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -68348.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68364.718750 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -68364.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68376.390625 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -68376.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68410.359375 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -68410.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68438.820312 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -68438.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68447.312500 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -68447.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68461.859375 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -68461.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68464.804688 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -68464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68466.070312 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -68466.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68466.070312 Penalty: 3179.446777
	Iteration 24F: 3 clusters Score -68466.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -1210562.875000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -1210563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1203469.375000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -1203469 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1205439.250000 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -1205439 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1205735.625000 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -1205736 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1205933.625000 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -1205934 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1206104.875000 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -1206105 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1206287.875000 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -1206288 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1206479.500000 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -1206480 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1206673.250000 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -1206673 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1206869.375000 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -1206869 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1207074.625000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -1207075 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1207252.750000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -1207253 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1207425.250000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -1207425 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1207593.750000 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -1207594 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1207775.250000 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -1207775 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1207931.625000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -1207932 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1208062.875000 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -1208063 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1208147.000000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -1208147 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1208215.500000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -1208216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1208276.875000 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -1208277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1208311.375000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -1208311 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1208348.250000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -1208348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1208382.500000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -1208382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1208404.375000 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -1208404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1208418.125000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -1208418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1208437.875000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -1208438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1208452.625000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -1208453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1208466.625000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -1208467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1208483.625000 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -1208484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1208503.000000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -1208503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1208519.000000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -1208519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1208531.375000 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -1208531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1208545.125000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -1208545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1208561.000000 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -1208561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1208576.125000 Penalty: 4516.730957
	Iteration 33Q: 3 clusters Score -1208576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1208583.875000 Penalty: 4516.730957
	Iteration 34Q: 3 clusters Score -1208584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1208591.375000 Penalty: 4516.730957
	Iteration 35Q: 3 clusters Score -1208591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1208598.250000 Penalty: 4516.730957
	Iteration 36Q: 3 clusters Score -1208598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1208607.375000 Penalty: 4516.730957
	Iteration 37Q: 3 clusters Score -1208607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1208614.250000 Penalty: 4516.730957
	Iteration 38Q: 3 clusters Score -1208614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1208621.500000 Penalty: 4516.730957
	Iteration 39Q: 3 clusters Score -1208622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1208628.250000 Penalty: 4516.730957
	Iteration 40F: 3 clusters Score -1208628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1208630.875000 Penalty: 4516.730957
	Iteration 41Q: 3 clusters Score -1208631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1208634.375000 Penalty: 4516.730957
	Iteration 42Q: 3 clusters Score -1208634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1208634.375000 Penalty: 4516.730957
	Iteration 43Q: 3 clusters Score -1208634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1208633.875000 Penalty: 4516.730957
	Iteration 44Q: 3 clusters Score -1208634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1208637.000000 Penalty: 4516.730957
	Iteration 45Q: 3 clusters Score -1208637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1208637.750000 Penalty: 4516.730957
	Iteration 46Q: 3 clusters Score -1208638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1208638.125000 Penalty: 4516.730957
	Iteration 47Q: 3 clusters Score -1208638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1208642.625000 Penalty: 4516.730957
	Iteration 48Q: 3 clusters Score -1208643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1208643.125000 Penalty: 4516.730957
	Iteration 49Q: 3 clusters Score -1208643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1208643.125000 Penalty: 4516.730957
	Iteration 50Q: 3 clusters Score -1208643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1208643.125000 Penalty: 4516.730957
	Iteration 51F: 3 clusters Score -1208643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -36495.613281 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -36495.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35261.207031 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -35261.21 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35650.355469 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -35650.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35967.058594 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -35967.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36314.550781 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -36314.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36675.281250 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -36675.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36969.328125 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -36969.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37027.925781 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -37027.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37051.789062 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -37051.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -37058.378906 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -37058.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37065.769531 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -37065.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37084.105469 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -37084.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37122.753906 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -37122.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37122.753906 Penalty: 2922.255371
	Iteration 12F: 3 clusters Score -37122.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 109381 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 88 members 
Entering Unmasked Estep 
Score: -62783248.000000 Penalty: 77813.773438
Splitting cluster 23 changes total score from -62784400.000000 to -62783248.000000
So it's not getting split.
--- Evaluating fit on full set of 1428540 points ---
Entering Unmasked Estep 
Score: -187961808.000000 Penalty: 80838.015625
23->24 Clusters: Score -187961808.000000, best is -188057168.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 476180 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20440 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 20927 members 
Mstep: Class 5 contains 20742 members 
Mstep: Class 6 contains 20539 members 
Mstep: Class 7 contains 20612 members 
Mstep: Class 8 contains 20698 members 
Mstep: Class 9 contains 20693 members 
Mstep: Class 10 contains 20612 members 
Mstep: Class 11 contains 20811 members 
Mstep: Class 12 contains 20795 members 
Mstep: Class 13 contains 20885 members 
Mstep: Class 14 contains 20887 members 
Mstep: Class 15 contains 20827 members 
Mstep: Class 16 contains 20573 members 
Mstep: Class 17 contains 20648 members 
Mstep: Class 18 contains 20510 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 20729 members 
Mstep: Class 21 contains 20737 members 
Mstep: Class 22 contains 20670 members 
Mstep: Class 23 contains 20629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 453.111755 but Gain 3242.242188
Score: -59801776.000000 Penalty: 71329.296875
Iteration 0F: 23 clusters Score -5.980178e+07 nChanged 454053
Entering Unmasked Mstep 
Mstep: Class 0 contains 2246 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 16010 members 
Mstep: Class 3 contains 45596 members 
Mstep: Class 4 contains 24210 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 29767 members 
Mstep: Class 11 contains 4754 members 
Mstep: Class 12 contains 35065 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 103080 members 
Mstep: Class 15 contains 6121 members 
Mstep: Class 16 contains 7681 members 
Mstep: Class 17 contains 10235 members 
Mstep: Class 18 contains 25702 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 98732 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 4646 members 
Mstep: Class 23 contains 5466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2497.690186 but Gain 3242.242188
Score: -61925000.000000 Penalty: 68087.054688
Iteration 1F: 22 clusters Score -6.1925e+07 nChanged 163152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2163 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15142 members 
Mstep: Class 3 contains 54784 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 2088 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 38298 members 
Mstep: Class 12 contains 29343 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 118602 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 22886 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 128027 members 
Mstep: Class 21 contains 5946 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1929.786621 but Gain 3242.242188
Score: -62241736.000000 Penalty: 64844.812500
Iteration 2F: 21 clusters Score -6.224174e+07 nChanged 99361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1471 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 16536 members 
Mstep: Class 3 contains 51388 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 5241 members 
Mstep: Class 10 contains 46150 members 
Mstep: Class 12 contains 19252 members 
Mstep: Class 13 contains 1631 members 
Mstep: Class 14 contains 130115 members 
Mstep: Class 15 contains 7180 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 19400 members 
Mstep: Class 19 contains 1405 members 
Mstep: Class 20 contains 140801 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2413.375977 but Gain 3242.238281
Score: -62466928.000000 Penalty: 61602.574219
Iteration 3F: 20 clusters Score -6.246693e+07 nChanged 70985
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19847 members 
Mstep: Class 3 contains 43361 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 10 contains 49549 members 
Mstep: Class 12 contains 12036 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 140539 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 147294 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2290.761230 but Gain 3242.242188
Score: -62577176.000000 Penalty: 58360.332031
Iteration 4F: 19 clusters Score -6.257718e+07 nChanged 54522
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 35048 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 10 contains 50040 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 150431 members 
Mstep: Class 15 contains 11439 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 14610 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 151492 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 1172 members 
Mstep: Class 23 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2817.631348 but Gain 3242.242188
Score: -62628948.000000 Penalty: 55118.089844
Iteration 5F: 18 clusters Score -6.262895e+07 nChanged 44368
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23526 members 
Mstep: Class 3 contains 28332 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 7 contains 5179 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 10 contains 48828 members 
Mstep: Class 12 contains 5613 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 159593 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 18 contains 13332 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 153138 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 1077 members 
Mstep: Class 23 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658460.000000 Penalty: 55118.089844
Iteration 6F: 18 clusters Score -6.265846e+07 nChanged 37737
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24561 members 
Mstep: Class 3 contains 23977 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 10 contains 46827 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 168531 members 
Mstep: Class 15 contains 14682 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 152357 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62681816.000000 Penalty: 55118.089844
Iteration 7F: 18 clusters Score -6.268182e+07 nChanged 34657
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25368 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 4655 members 
Mstep: Class 10 contains 44535 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 177777 members 
Mstep: Class 15 contains 15239 members 
Mstep: Class 18 contains 10881 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 150162 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62700936.000000 Penalty: 55118.089844
Iteration 8F: 18 clusters Score -6.270094e+07 nChanged 30722
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25958 members 
Mstep: Class 3 contains 20213 members 
Mstep: Class 5 contains 5729 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 10 contains 42467 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 186627 members 
Mstep: Class 15 contains 15605 members 
Mstep: Class 18 contains 9447 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 147129 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 4099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2843.496094 but Gain 3242.238281
Score: -62716076.000000 Penalty: 51875.851562
Iteration 9F: 17 clusters Score -6.271608e+07 nChanged 27704
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 27607 members 
Mstep: Class 3 contains 19520 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 10 contains 41112 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 194505 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 18 contains 8143 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 144138 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62728008.000000 Penalty: 51875.851562
Iteration 10F: 17 clusters Score -6.272801e+07 nChanged 19796
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27985 members 
Mstep: Class 3 contains 19024 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 8 contains 3528 members 
Mstep: Class 10 contains 40519 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 201153 members 
Mstep: Class 15 contains 16161 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 139677 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62729640.000000 Penalty: 51875.851562
Iteration 11Q: 17 clusters Score -6.272964e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28355 members 
Mstep: Class 3 contains 18751 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 10 contains 40593 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 205178 members 
Mstep: Class 15 contains 16238 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 136568 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62729152.000000 Penalty: 51875.851562
Iteration 12Q: 17 clusters Score -6.272915e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 10 contains 40980 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 207501 members 
Mstep: Class 15 contains 16220 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 134302 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62728220.000000 Penalty: 51875.851562
Iteration 13Q: 17 clusters Score -6.272822e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29059 members 
Mstep: Class 3 contains 18918 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 10 contains 41530 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 208712 members 
Mstep: Class 15 contains 16145 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 132519 members 
Mstep: Class 21 contains 1863 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62726108.000000 Penalty: 51875.851562
Iteration 14Q: 17 clusters Score -6.272611e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 29435 members 
Mstep: Class 3 contains 19271 members 
Mstep: Class 5 contains 4655 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 10 contains 42117 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 14 contains 209119 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 131027 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62725116.000000 Penalty: 51875.851562
Iteration 15Q: 17 clusters Score -6.272512e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 29780 members 
Mstep: Class 3 contains 19696 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 10 contains 42635 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 209214 members 
Mstep: Class 15 contains 16133 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 129741 members 
Mstep: Class 21 contains 1798 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62724028.000000 Penalty: 51875.851562
Iteration 16Q: 17 clusters Score -6.272403e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 30168 members 
Mstep: Class 3 contains 20155 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 10 contains 43096 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 14 contains 209132 members 
Mstep: Class 15 contains 16172 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 128544 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62722928.000000 Penalty: 51875.851562
Iteration 17Q: 17 clusters Score -6.272293e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 30559 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 10 contains 43469 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 208887 members 
Mstep: Class 15 contains 16225 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 127503 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62722020.000000 Penalty: 51875.851562
Iteration 18Q: 17 clusters Score -6.272202e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 30902 members 
Mstep: Class 3 contains 21128 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 10 contains 43743 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 208573 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 126628 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 3688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721064.000000 Penalty: 51875.851562
Iteration 19Q: 17 clusters Score -6.272106e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 31199 members 
Mstep: Class 3 contains 21681 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 8 contains 3167 members 
Mstep: Class 10 contains 43983 members 
Mstep: Class 12 contains 3865 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 208104 members 
Mstep: Class 15 contains 16292 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 125986 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 1080 members 
Mstep: Class 23 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720820.000000 Penalty: 51875.851562
Iteration 20F: 17 clusters Score -6.272082e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 31474 members 
Mstep: Class 3 contains 22185 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 207625 members 
Mstep: Class 15 contains 16307 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 125460 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720588.000000 Penalty: 51875.851562
Iteration 21Q: 17 clusters Score -6.272059e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 31762 members 
Mstep: Class 3 contains 22735 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 10 contains 44319 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 4153 members 
Mstep: Class 14 contains 207002 members 
Mstep: Class 15 contains 16328 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 125055 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 1102 members 
Mstep: Class 23 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720752.000000 Penalty: 51875.851562
Iteration 22Q: 17 clusters Score -6.272075e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 32021 members 
Mstep: Class 3 contains 23268 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 10 contains 44448 members 
Mstep: Class 12 contains 4339 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 206300 members 
Mstep: Class 15 contains 16381 members 
Mstep: Class 18 contains 3695 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 124715 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720724.000000 Penalty: 51875.851562
Iteration 23Q: 17 clusters Score -6.272072e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 32261 members 
Mstep: Class 3 contains 23826 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 10 contains 44539 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4211 members 
Mstep: Class 14 contains 205608 members 
Mstep: Class 15 contains 16454 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 124390 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 1092 members 
Mstep: Class 23 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720472.000000 Penalty: 51875.851562
Iteration 24Q: 17 clusters Score -6.272047e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 32479 members 
Mstep: Class 3 contains 24404 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 10 contains 44590 members 
Mstep: Class 12 contains 4609 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 204967 members 
Mstep: Class 15 contains 16536 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 124032 members 
Mstep: Class 21 contains 1647 members 
Mstep: Class 22 contains 1098 members 
Mstep: Class 23 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720624.000000 Penalty: 51875.851562
Iteration 25Q: 17 clusters Score -6.272062e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 32704 members 
Mstep: Class 3 contains 25021 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 10 contains 44621 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 204249 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 123738 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62720792.000000 Penalty: 51875.851562
Iteration 26Q: 17 clusters Score -6.272079e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 32896 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 10 contains 44649 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 203530 members 
Mstep: Class 15 contains 16710 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 123430 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721016.000000 Penalty: 51875.851562
Iteration 27Q: 17 clusters Score -6.272102e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 33079 members 
Mstep: Class 3 contains 26195 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 8 contains 3245 members 
Mstep: Class 10 contains 44664 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 202841 members 
Mstep: Class 15 contains 16810 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 123138 members 
Mstep: Class 21 contains 1614 members 
Mstep: Class 22 contains 1150 members 
Mstep: Class 23 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721372.000000 Penalty: 51875.851562
Iteration 28Q: 17 clusters Score -6.272137e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 33266 members 
Mstep: Class 3 contains 26710 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 10 contains 44685 members 
Mstep: Class 12 contains 5066 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 202224 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 122819 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721588.000000 Penalty: 51875.851562
Iteration 29Q: 17 clusters Score -6.272159e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 33446 members 
Mstep: Class 3 contains 27251 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 10 contains 44703 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 201577 members 
Mstep: Class 15 contains 16996 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 122539 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 1166 members 
Mstep: Class 23 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721880.000000 Penalty: 51875.851562
Iteration 30Q: 17 clusters Score -6.272188e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 33599 members 
Mstep: Class 3 contains 27817 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 8 contains 3277 members 
Mstep: Class 10 contains 44741 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 4315 members 
Mstep: Class 14 contains 200896 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 18 contains 3226 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 122279 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 1167 members 
Mstep: Class 23 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62722160.000000 Penalty: 51875.851562
Iteration 31Q: 17 clusters Score -6.272216e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 33745 members 
Mstep: Class 3 contains 28361 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4320 members 
Mstep: Class 14 contains 200207 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 122078 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62722668.000000 Penalty: 51875.851562
Iteration 32Q: 17 clusters Score -6.272267e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 33876 members 
Mstep: Class 3 contains 28924 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 10 contains 44799 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 4321 members 
Mstep: Class 14 contains 199525 members 
Mstep: Class 15 contains 17245 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 121907 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62723136.000000 Penalty: 51875.851562
Iteration 33Q: 17 clusters Score -6.272314e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34012 members 
Mstep: Class 3 contains 29465 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 10 contains 44802 members 
Mstep: Class 12 contains 5559 members 
Mstep: Class 13 contains 4326 members 
Mstep: Class 14 contains 198866 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 121728 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62723440.000000 Penalty: 51875.851562
Iteration 34Q: 17 clusters Score -6.272344e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 34142 members 
Mstep: Class 3 contains 30015 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 10 contains 44797 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 198208 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 121537 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 1167 members 
Mstep: Class 23 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62723612.000000 Penalty: 51875.851562
Iteration 35Q: 17 clusters Score -6.272361e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 34272 members 
Mstep: Class 3 contains 30546 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 10 contains 44807 members 
Mstep: Class 12 contains 5726 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 197520 members 
Mstep: Class 15 contains 17472 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 121391 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1164 members 
Mstep: Class 23 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62724036.000000 Penalty: 51875.851562
Iteration 36Q: 17 clusters Score -6.272404e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34383 members 
Mstep: Class 3 contains 31069 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 10 contains 44801 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 196895 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 121205 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62724372.000000 Penalty: 51875.851562
Iteration 37Q: 17 clusters Score -6.272437e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34508 members 
Mstep: Class 3 contains 31623 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 10 contains 44798 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 196243 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 121013 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62724716.000000 Penalty: 51875.851562
Iteration 38Q: 17 clusters Score -6.272472e+07 nChanged 1840
Entering ConstructFrom: 
Score: -62724716.000000 Penalty: 51875.851562
Entering ConstructFrom: 
Trying to split cluster 1 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -18023.316406 Penalty: 1261.723877
	Iteration 0F: 2 clusters Score -18023.32 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 82 members 
Entering Unmasked Estep 
Score: -17016.462891 Penalty: 2523.447754
	Iteration 0F: 3 clusters Score -17016.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17053.240234 Penalty: 2523.447754
	Iteration 1F: 3 clusters Score -17053.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17066.535156 Penalty: 2523.447754
	Iteration 2Q: 3 clusters Score -17066.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17077.716797 Penalty: 2523.447754
	Iteration 3Q: 3 clusters Score -17077.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17092.453125 Penalty: 2523.447754
	Iteration 4Q: 3 clusters Score -17092.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17095.074219 Penalty: 2523.447754
	Iteration 5Q: 3 clusters Score -17095.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17118.455078 Penalty: 2523.447754
	Iteration 6Q: 3 clusters Score -17118.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17136.832031 Penalty: 2523.447754
	Iteration 7Q: 3 clusters Score -17136.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17143.775391 Penalty: 2523.447754
	Iteration 8Q: 3 clusters Score -17143.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17143.775391 Penalty: 2523.447754
	Iteration 9F: 3 clusters Score -17143.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Entering Unmasked Estep 
Score: -4712321.500000 Penalty: 2592.185303
	Iteration 0F: 2 clusters Score -4712322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4688789.500000 Penalty: 5184.370605
	Iteration 0F: 3 clusters Score -4688790 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4697554.000000 Penalty: 5184.370605
	Iteration 1F: 3 clusters Score -4697554 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4697960.000000 Penalty: 5184.370605
	Iteration 2Q: 3 clusters Score -4697960 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4698336.500000 Penalty: 5184.370605
	Iteration 3Q: 3 clusters Score -4698336 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4698616.000000 Penalty: 5184.370605
	Iteration 4Q: 3 clusters Score -4698616 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4698884.000000 Penalty: 5184.370605
	Iteration 5Q: 3 clusters Score -4698884 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4699144.500000 Penalty: 5184.370605
	Iteration 6Q: 3 clusters Score -4699144 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4699532.500000 Penalty: 5184.370605
	Iteration 7Q: 3 clusters Score -4699532 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4699946.000000 Penalty: 5184.370605
	Iteration 8Q: 3 clusters Score -4699946 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4700573.000000 Penalty: 5184.370605
	Iteration 9Q: 3 clusters Score -4700573 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4701519.500000 Penalty: 5184.370605
	Iteration 10Q: 3 clusters Score -4701520 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4702911.500000 Penalty: 5184.370605
	Iteration 11F: 3 clusters Score -4702912 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4704772.000000 Penalty: 5184.370605
	Iteration 12F: 3 clusters Score -4704772 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4706752.000000 Penalty: 5184.370605
	Iteration 13F: 3 clusters Score -4706752 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4708324.000000 Penalty: 5184.370605
	Iteration 14Q: 3 clusters Score -4708324 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4709245.000000 Penalty: 5184.370605
	Iteration 15Q: 3 clusters Score -4709245 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4709671.500000 Penalty: 5184.370605
	Iteration 16Q: 3 clusters Score -4709672 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4709849.000000 Penalty: 5184.370605
	Iteration 17Q: 3 clusters Score -4709849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4709953.000000 Penalty: 5184.370605
	Iteration 18Q: 3 clusters Score -4709953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4710005.500000 Penalty: 5184.370605
	Iteration 19Q: 3 clusters Score -4710006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4710045.500000 Penalty: 5184.370605
	Iteration 20F: 3 clusters Score -4710046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4710066.500000 Penalty: 5184.370605
	Iteration 21Q: 3 clusters Score -4710066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4710081.500000 Penalty: 5184.370605
	Iteration 22Q: 3 clusters Score -4710082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4710101.500000 Penalty: 5184.370605
	Iteration 23Q: 3 clusters Score -4710102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4710107.500000 Penalty: 5184.370605
	Iteration 24Q: 3 clusters Score -4710108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4710116.000000 Penalty: 5184.370605
	Iteration 25Q: 3 clusters Score -4710116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4710116.500000 Penalty: 5184.370605
	Iteration 26Q: 3 clusters Score -4710116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4710115.000000 Penalty: 5184.370605
	Iteration 27Q: 3 clusters Score -4710115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4710115.000000 Penalty: 5184.370605
	Iteration 28F: 3 clusters Score -4710115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Entering Unmasked Estep 
Score: -4359306.500000 Penalty: 2573.654541
	Iteration 0F: 2 clusters Score -4359306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4337364.000000 Penalty: 5147.309082
	Iteration 0F: 3 clusters Score -4337364 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4345474.500000 Penalty: 5147.309082
	Iteration 1F: 3 clusters Score -4345474 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4346328.000000 Penalty: 5147.309082
	Iteration 2F: 3 clusters Score -4346328 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4347385.000000 Penalty: 5147.309082
	Iteration 3F: 3 clusters Score -4347385 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -4348920.000000 Penalty: 5147.309082
	Iteration 4F: 3 clusters Score -4348920 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4351022.000000 Penalty: 5147.309082
	Iteration 5F: 3 clusters Score -4351022 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4353342.500000 Penalty: 5147.309082
	Iteration 6F: 3 clusters Score -4353342 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4355230.000000 Penalty: 5147.309082
	Iteration 7F: 3 clusters Score -4355230 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4356261.000000 Penalty: 5147.309082
	Iteration 8Q: 3 clusters Score -4356261 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4356783.000000 Penalty: 5147.309082
	Iteration 9Q: 3 clusters Score -4356783 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4357044.000000 Penalty: 5147.309082
	Iteration 10Q: 3 clusters Score -4357044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4357211.000000 Penalty: 5147.309082
	Iteration 11Q: 3 clusters Score -4357211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4357306.500000 Penalty: 5147.309082
	Iteration 12Q: 3 clusters Score -4357306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4357355.500000 Penalty: 5147.309082
	Iteration 13Q: 3 clusters Score -4357356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4357394.500000 Penalty: 5147.309082
	Iteration 14Q: 3 clusters Score -4357394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4357430.000000 Penalty: 5147.309082
	Iteration 15Q: 3 clusters Score -4357430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4357466.500000 Penalty: 5147.309082
	Iteration 16Q: 3 clusters Score -4357466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4357495.000000 Penalty: 5147.309082
	Iteration 17Q: 3 clusters Score -4357495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4357514.000000 Penalty: 5147.309082
	Iteration 18Q: 3 clusters Score -4357514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4357542.000000 Penalty: 5147.309082
	Iteration 19Q: 3 clusters Score -4357542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -4357566.500000 Penalty: 5147.309082
	Iteration 20F: 3 clusters Score -4357566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4357583.500000 Penalty: 5147.309082
	Iteration 21Q: 3 clusters Score -4357584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4357587.000000 Penalty: 5147.309082
	Iteration 22Q: 3 clusters Score -4357587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4357597.000000 Penalty: 5147.309082
	Iteration 23Q: 3 clusters Score -4357597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4357600.500000 Penalty: 5147.309082
	Iteration 24Q: 3 clusters Score -4357600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4357609.000000 Penalty: 5147.309082
	Iteration 25Q: 3 clusters Score -4357609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4357611.500000 Penalty: 5147.309082
	Iteration 26Q: 3 clusters Score -4357612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4357622.500000 Penalty: 5147.309082
	Iteration 27Q: 3 clusters Score -4357622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4357628.500000 Penalty: 5147.309082
	Iteration 28Q: 3 clusters Score -4357628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4357628.500000 Penalty: 5147.309082
	Iteration 29Q: 3 clusters Score -4357628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4357636.500000 Penalty: 5147.309082
	Iteration 30Q: 3 clusters Score -4357636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4357633.500000 Penalty: 5147.309082
	Iteration 31Q: 3 clusters Score -4357634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4357639.000000 Penalty: 5147.309082
	Iteration 32Q: 3 clusters Score -4357639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4357635.000000 Penalty: 5147.309082
	Iteration 33Q: 3 clusters Score -4357635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4357635.500000 Penalty: 5147.309082
	Iteration 34Q: 3 clusters Score -4357636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4357635.500000 Penalty: 5147.309082
	Iteration 35F: 3 clusters Score -4357636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -523273.062500 Penalty: 2056.427734
	Iteration 0F: 2 clusters Score -523273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -519387.968750 Penalty: 4112.855469
	Iteration 0F: 3 clusters Score -519388 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -520315.718750 Penalty: 4112.855469
	Iteration 1F: 3 clusters Score -520315.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -520638.343750 Penalty: 4112.855469
	Iteration 2F: 3 clusters Score -520638.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -520884.468750 Penalty: 4112.855469
	Iteration 3F: 3 clusters Score -520884.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -521081.875000 Penalty: 4112.855469
	Iteration 4F: 3 clusters Score -521081.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -521282.593750 Penalty: 4112.855469
	Iteration 5Q: 3 clusters Score -521282.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -521557.000000 Penalty: 4112.855469
	Iteration 6F: 3 clusters Score -521557 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -521849.781250 Penalty: 4112.855469
	Iteration 7F: 3 clusters Score -521849.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -522123.343750 Penalty: 4112.855469
	Iteration 8Q: 3 clusters Score -522123.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -522355.781250 Penalty: 4112.855469
	Iteration 9Q: 3 clusters Score -522355.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -522658.000000 Penalty: 4112.855469
	Iteration 10Q: 3 clusters Score -522658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -522976.781250 Penalty: 4112.855469
	Iteration 11Q: 3 clusters Score -522976.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -523140.531250 Penalty: 4112.855469
	Iteration 12Q: 3 clusters Score -523140.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -523204.187500 Penalty: 4112.855469
	Iteration 13Q: 3 clusters Score -523204.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -523235.406250 Penalty: 4112.855469
	Iteration 14Q: 3 clusters Score -523235.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -523260.312500 Penalty: 4112.855469
	Iteration 15Q: 3 clusters Score -523260.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -523287.312500 Penalty: 4112.855469
	Iteration 16Q: 3 clusters Score -523287.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -523319.843750 Penalty: 4112.855469
	Iteration 17Q: 3 clusters Score -523319.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -523371.812500 Penalty: 4112.855469
	Iteration 18Q: 3 clusters Score -523371.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -523446.281250 Penalty: 4112.855469
	Iteration 19Q: 3 clusters Score -523446.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -523613.281250 Penalty: 4112.855469
	Iteration 20F: 3 clusters Score -523613.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -523939.156250 Penalty: 4112.855469
	Iteration 21Q: 3 clusters Score -523939.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -524147.062500 Penalty: 4112.855469
	Iteration 22Q: 3 clusters Score -524147.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -524201.406250 Penalty: 4112.855469
	Iteration 23Q: 3 clusters Score -524201.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -524228.125000 Penalty: 4112.855469
	Iteration 24Q: 3 clusters Score -524228.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -524235.375000 Penalty: 4112.855469
	Iteration 25Q: 3 clusters Score -524235.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -524243.906250 Penalty: 4112.855469
	Iteration 26Q: 3 clusters Score -524243.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -524251.968750 Penalty: 4112.855469
	Iteration 27Q: 3 clusters Score -524252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -524263.000000 Penalty: 4112.855469
	Iteration 28Q: 3 clusters Score -524263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -524269.375000 Penalty: 4112.855469
	Iteration 29Q: 3 clusters Score -524269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -524271.468750 Penalty: 4112.855469
	Iteration 30Q: 3 clusters Score -524271.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -524275.937500 Penalty: 4112.855469
	Iteration 31Q: 3 clusters Score -524275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -524277.843750 Penalty: 4112.855469
	Iteration 32Q: 3 clusters Score -524277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -524278.656250 Penalty: 4112.855469
	Iteration 33Q: 3 clusters Score -524278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -524278.843750 Penalty: 4112.855469
	Iteration 34Q: 3 clusters Score -524278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -524278.843750 Penalty: 4112.855469
	Iteration 35F: 3 clusters Score -524278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 10 contains 44784 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 195651 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 120811 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 3984 members 
Entering Unmasked Estep 
Score: -62724808.000000 Penalty: 55118.089844
Splitting cluster 5 changes total score from -62724716.000000 to -62724808.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -440814.531250 Penalty: 2013.093506
	Iteration 0F: 2 clusters Score -440814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -437342.500000 Penalty: 4026.187012
	Iteration 0F: 3 clusters Score -437342.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -438017.187500 Penalty: 4026.187012
	Iteration 1F: 3 clusters Score -438017.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -438168.875000 Penalty: 4026.187012
	Iteration 2F: 3 clusters Score -438168.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -438246.406250 Penalty: 4026.187012
	Iteration 3Q: 3 clusters Score -438246.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -438285.593750 Penalty: 4026.187012
	Iteration 4Q: 3 clusters Score -438285.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -438316.031250 Penalty: 4026.187012
	Iteration 5Q: 3 clusters Score -438316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -438343.718750 Penalty: 4026.187012
	Iteration 6Q: 3 clusters Score -438343.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -438359.562500 Penalty: 4026.187012
	Iteration 7Q: 3 clusters Score -438359.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -438373.437500 Penalty: 4026.187012
	Iteration 8Q: 3 clusters Score -438373.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -438389.406250 Penalty: 4026.187012
	Iteration 9Q: 3 clusters Score -438389.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -438409.093750 Penalty: 4026.187012
	Iteration 10Q: 3 clusters Score -438409.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -438426.406250 Penalty: 4026.187012
	Iteration 11Q: 3 clusters Score -438426.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -438437.437500 Penalty: 4026.187012
	Iteration 12Q: 3 clusters Score -438437.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -438450.312500 Penalty: 4026.187012
	Iteration 13Q: 3 clusters Score -438450.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -438457.437500 Penalty: 4026.187012
	Iteration 14Q: 3 clusters Score -438457.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -438469.593750 Penalty: 4026.187012
	Iteration 15Q: 3 clusters Score -438469.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -438477.875000 Penalty: 4026.187012
	Iteration 16Q: 3 clusters Score -438477.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -438485.093750 Penalty: 4026.187012
	Iteration 17Q: 3 clusters Score -438485.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -438490.000000 Penalty: 4026.187012
	Iteration 18Q: 3 clusters Score -438490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -438496.312500 Penalty: 4026.187012
	Iteration 19Q: 3 clusters Score -438496.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -438502.500000 Penalty: 4026.187012
	Iteration 20F: 3 clusters Score -438502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -438505.156250 Penalty: 4026.187012
	Iteration 21Q: 3 clusters Score -438505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -438506.500000 Penalty: 4026.187012
	Iteration 22Q: 3 clusters Score -438506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -438508.593750 Penalty: 4026.187012
	Iteration 23Q: 3 clusters Score -438508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -438511.875000 Penalty: 4026.187012
	Iteration 24Q: 3 clusters Score -438511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -438515.062500 Penalty: 4026.187012
	Iteration 25Q: 3 clusters Score -438515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -438519.968750 Penalty: 4026.187012
	Iteration 26Q: 3 clusters Score -438520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -438523.781250 Penalty: 4026.187012
	Iteration 27Q: 3 clusters Score -438523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -438526.156250 Penalty: 4026.187012
	Iteration 28Q: 3 clusters Score -438526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -438526.750000 Penalty: 4026.187012
	Iteration 29Q: 3 clusters Score -438526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -438529.375000 Penalty: 4026.187012
	Iteration 30Q: 3 clusters Score -438529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -438530.281250 Penalty: 4026.187012
	Iteration 31Q: 3 clusters Score -438530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -438530.281250 Penalty: 4026.187012
	Iteration 32F: 3 clusters Score -438530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -5843179.000000 Penalty: 2655.982422
	Iteration 0F: 2 clusters Score -5843179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5813019.000000 Penalty: 5311.964844
	Iteration 0F: 3 clusters Score -5813019 nChanged 20622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5824183.000000 Penalty: 5311.964844
	Iteration 1F: 3 clusters Score -5824183 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5824688.000000 Penalty: 5311.964844
	Iteration 2Q: 3 clusters Score -5824688 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5825539.000000 Penalty: 5311.964844
	Iteration 3Q: 3 clusters Score -5825539 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5826901.500000 Penalty: 5311.964844
	Iteration 4Q: 3 clusters Score -5826902 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -5829135.500000 Penalty: 5311.964844
	Iteration 5F: 3 clusters Score -5829136 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5831777.500000 Penalty: 5311.964844
	Iteration 6F: 3 clusters Score -5831778 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -5834558.000000 Penalty: 5311.964844
	Iteration 7F: 3 clusters Score -5834558 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -5836997.000000 Penalty: 5311.964844
	Iteration 8F: 3 clusters Score -5836997 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -5838952.000000 Penalty: 5311.964844
	Iteration 9F: 3 clusters Score -5838952 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -5840477.000000 Penalty: 5311.964844
	Iteration 10Q: 3 clusters Score -5840477 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5842078.500000 Penalty: 5311.964844
	Iteration 11Q: 3 clusters Score -5842078 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5842931.000000 Penalty: 5311.964844
	Iteration 12Q: 3 clusters Score -5842931 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5843101.000000 Penalty: 5311.964844
	Iteration 13Q: 3 clusters Score -5843101 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5843188.000000 Penalty: 5311.964844
	Iteration 14Q: 3 clusters Score -5843188 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5843249.000000 Penalty: 5311.964844
	Iteration 15Q: 3 clusters Score -5843249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5843281.500000 Penalty: 5311.964844
	Iteration 16Q: 3 clusters Score -5843282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5843318.000000 Penalty: 5311.964844
	Iteration 17Q: 3 clusters Score -5843318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5843338.500000 Penalty: 5311.964844
	Iteration 18Q: 3 clusters Score -5843338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5843355.500000 Penalty: 5311.964844
	Iteration 19Q: 3 clusters Score -5843356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5843357.500000 Penalty: 5311.964844
	Iteration 20F: 3 clusters Score -5843358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5843373.500000 Penalty: 5311.964844
	Iteration 21Q: 3 clusters Score -5843374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5843372.500000 Penalty: 5311.964844
	Iteration 22Q: 3 clusters Score -5843372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5843378.000000 Penalty: 5311.964844
	Iteration 23Q: 3 clusters Score -5843378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5843374.500000 Penalty: 5311.964844
	Iteration 24Q: 3 clusters Score -5843374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5843369.500000 Penalty: 5311.964844
	Iteration 25Q: 3 clusters Score -5843370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5843363.500000 Penalty: 5311.964844
	Iteration 26Q: 3 clusters Score -5843364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5843362.500000 Penalty: 5311.964844
	Iteration 27Q: 3 clusters Score -5843362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5843373.000000 Penalty: 5311.964844
	Iteration 28Q: 3 clusters Score -5843373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5843364.000000 Penalty: 5311.964844
	Iteration 29Q: 3 clusters Score -5843364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5843370.000000 Penalty: 5311.964844
	Iteration 30Q: 3 clusters Score -5843370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5843372.000000 Penalty: 5311.964844
	Iteration 31Q: 3 clusters Score -5843372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5843369.500000 Penalty: 5311.964844
	Iteration 32Q: 3 clusters Score -5843370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5843374.500000 Penalty: 5311.964844
	Iteration 33Q: 3 clusters Score -5843374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5843370.500000 Penalty: 5311.964844
	Iteration 34Q: 3 clusters Score -5843370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5843372.500000 Penalty: 5311.964844
	Iteration 35Q: 3 clusters Score -5843372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5843381.500000 Penalty: 5311.964844
	Iteration 36Q: 3 clusters Score -5843382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5843369.000000 Penalty: 5311.964844
	Iteration 37Q: 3 clusters Score -5843369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5843369.000000 Penalty: 5311.964844
	Iteration 38Q: 3 clusters Score -5843369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5843367.500000 Penalty: 5311.964844
	Iteration 39Q: 3 clusters Score -5843368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5843364.500000 Penalty: 5311.964844
	Iteration 40F: 3 clusters Score -5843364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5843364.500000 Penalty: 5311.964844
	Iteration 41Q: 3 clusters Score -5843364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5843364.500000 Penalty: 5311.964844
	Iteration 42Q: 3 clusters Score -5843364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5843364.000000 Penalty: 5311.964844
	Iteration 43Q: 3 clusters Score -5843364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5843364.000000 Penalty: 5311.964844
	Iteration 44Q: 3 clusters Score -5843364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5843362.000000 Penalty: 5311.964844
	Iteration 45Q: 3 clusters Score -5843362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5843363.500000 Penalty: 5311.964844
	Iteration 46Q: 3 clusters Score -5843364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5843364.000000 Penalty: 5311.964844
	Iteration 47Q: 3 clusters Score -5843364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5843367.000000 Penalty: 5311.964844
	Iteration 48Q: 3 clusters Score -5843367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5843367.500000 Penalty: 5311.964844
	Iteration 49Q: 3 clusters Score -5843368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5843367.500000 Penalty: 5311.964844
	Iteration 50F: 3 clusters Score -5843368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 10 contains 42651 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 195651 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 120811 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 3984 members 
Entering Unmasked Estep 
Score: -62724528.000000 Penalty: 58360.332031
Splitting cluster 10 changes total score from -62724716.000000 to -62724528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -798784.500000 Penalty: 2154.192627
	Iteration 0F: 2 clusters Score -798784.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -793673.000000 Penalty: 4308.385254
	Iteration 0F: 3 clusters Score -793673 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -794910.437500 Penalty: 4308.385254
	Iteration 1F: 3 clusters Score -794910.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -795176.062500 Penalty: 4308.385254
	Iteration 2F: 3 clusters Score -795176.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -795331.312500 Penalty: 4308.385254
	Iteration 3F: 3 clusters Score -795331.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -795427.125000 Penalty: 4308.385254
	Iteration 4Q: 3 clusters Score -795427.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -795501.812500 Penalty: 4308.385254
	Iteration 5Q: 3 clusters Score -795501.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -795587.687500 Penalty: 4308.385254
	Iteration 6Q: 3 clusters Score -795587.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -795656.687500 Penalty: 4308.385254
	Iteration 7Q: 3 clusters Score -795656.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -795706.437500 Penalty: 4308.385254
	Iteration 8Q: 3 clusters Score -795706.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -795759.375000 Penalty: 4308.385254
	Iteration 9Q: 3 clusters Score -795759.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -795812.937500 Penalty: 4308.385254
	Iteration 10Q: 3 clusters Score -795812.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -795871.687500 Penalty: 4308.385254
	Iteration 11Q: 3 clusters Score -795871.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -795933.875000 Penalty: 4308.385254
	Iteration 12Q: 3 clusters Score -795933.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -796005.250000 Penalty: 4308.385254
	Iteration 13Q: 3 clusters Score -796005.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -796075.625000 Penalty: 4308.385254
	Iteration 14Q: 3 clusters Score -796075.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -796158.937500 Penalty: 4308.385254
	Iteration 15Q: 3 clusters Score -796158.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -796236.875000 Penalty: 4308.385254
	Iteration 16Q: 3 clusters Score -796236.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -796314.562500 Penalty: 4308.385254
	Iteration 17Q: 3 clusters Score -796314.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -796399.312500 Penalty: 4308.385254
	Iteration 18Q: 3 clusters Score -796399.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -796474.125000 Penalty: 4308.385254
	Iteration 19Q: 3 clusters Score -796474.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -796532.625000 Penalty: 4308.385254
	Iteration 20F: 3 clusters Score -796532.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -796584.812500 Penalty: 4308.385254
	Iteration 21Q: 3 clusters Score -796584.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -796643.625000 Penalty: 4308.385254
	Iteration 22Q: 3 clusters Score -796643.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -796695.562500 Penalty: 4308.385254
	Iteration 23Q: 3 clusters Score -796695.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -796732.375000 Penalty: 4308.385254
	Iteration 24Q: 3 clusters Score -796732.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -796757.437500 Penalty: 4308.385254
	Iteration 25Q: 3 clusters Score -796757.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -796778.875000 Penalty: 4308.385254
	Iteration 26Q: 3 clusters Score -796778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -796791.437500 Penalty: 4308.385254
	Iteration 27Q: 3 clusters Score -796791.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -796805.250000 Penalty: 4308.385254
	Iteration 28Q: 3 clusters Score -796805.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -796822.000000 Penalty: 4308.385254
	Iteration 29Q: 3 clusters Score -796822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -796836.562500 Penalty: 4308.385254
	Iteration 30Q: 3 clusters Score -796836.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -796853.562500 Penalty: 4308.385254
	Iteration 31Q: 3 clusters Score -796853.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -796865.062500 Penalty: 4308.385254
	Iteration 32Q: 3 clusters Score -796865.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -796872.812500 Penalty: 4308.385254
	Iteration 33Q: 3 clusters Score -796872.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -796876.375000 Penalty: 4308.385254
	Iteration 34Q: 3 clusters Score -796876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -796877.562500 Penalty: 4308.385254
	Iteration 35Q: 3 clusters Score -796877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -796882.125000 Penalty: 4308.385254
	Iteration 36Q: 3 clusters Score -796882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -796885.187500 Penalty: 4308.385254
	Iteration 37Q: 3 clusters Score -796885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -796888.312500 Penalty: 4308.385254
	Iteration 38Q: 3 clusters Score -796888.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -796893.812500 Penalty: 4308.385254
	Iteration 39Q: 3 clusters Score -796893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -796895.812500 Penalty: 4308.385254
	Iteration 40F: 3 clusters Score -796895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -796899.875000 Penalty: 4308.385254
	Iteration 41Q: 3 clusters Score -796899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -796904.625000 Penalty: 4308.385254
	Iteration 42Q: 3 clusters Score -796904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -796907.062500 Penalty: 4308.385254
	Iteration 43Q: 3 clusters Score -796907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -796907.375000 Penalty: 4308.385254
	Iteration 44Q: 3 clusters Score -796907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -796910.312500 Penalty: 4308.385254
	Iteration 45Q: 3 clusters Score -796910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -796913.937500 Penalty: 4308.385254
	Iteration 46Q: 3 clusters Score -796913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -796917.062500 Penalty: 4308.385254
	Iteration 47Q: 3 clusters Score -796917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -796920.250000 Penalty: 4308.385254
	Iteration 48Q: 3 clusters Score -796920.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -796928.750000 Penalty: 4308.385254
	Iteration 49Q: 3 clusters Score -796928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -796933.812500 Penalty: 4308.385254
	Iteration 50Q: 3 clusters Score -796933.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -796934.437500 Penalty: 4308.385254
	Iteration 51Q: 3 clusters Score -796934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -796937.812500 Penalty: 4308.385254
	Iteration 52Q: 3 clusters Score -796937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -796940.625000 Penalty: 4308.385254
	Iteration 53Q: 3 clusters Score -796940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -796941.812500 Penalty: 4308.385254
	Iteration 54Q: 3 clusters Score -796941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -796942.937500 Penalty: 4308.385254
	Iteration 55Q: 3 clusters Score -796942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -796943.437500 Penalty: 4308.385254
	Iteration 56Q: 3 clusters Score -796943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -796943.437500 Penalty: 4308.385254
	Iteration 57F: 3 clusters Score -796943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -552785.062500 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -552785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -548938.062500 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -548938.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -550497.250000 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -550497.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -551254.125000 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -551254.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -552113.875000 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -552113.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -552985.750000 Penalty: 4158.409668
	Iteration 4F: 3 clusters Score -552985.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -553654.062500 Penalty: 4158.409668
	Iteration 5F: 3 clusters Score -553654.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -554417.062500 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -554417.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -554686.437500 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -554686.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -554763.437500 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -554763.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -554795.875000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -554795.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -554807.187500 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -554807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -554812.875000 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -554812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -554819.250000 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -554819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -554824.062500 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -554824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -554825.625000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -554825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -554825.687500 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -554825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -554825.687500 Penalty: 4158.409668
	Iteration 16F: 3 clusters Score -554825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 10 contains 44784 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 195651 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 120811 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 3984 members 
Entering Unmasked Estep 
Score: -62725604.000000 Penalty: 58360.332031
Splitting cluster 13 changes total score from -62724716.000000 to -62725604.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (195651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195651 members 
Entering Unmasked Estep 
Score: -26178940.000000 Penalty: 3021.653809
	Iteration 0F: 2 clusters Score -2.617894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -26065810.000000 Penalty: 6043.307617
	Iteration 0F: 3 clusters Score -2.606581e+07 nChanged 94116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -26120488.000000 Penalty: 6043.307617
	Iteration 1F: 3 clusters Score -2.612049e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -26122026.000000 Penalty: 6043.307617
	Iteration 2Q: 3 clusters Score -2.612203e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -26124402.000000 Penalty: 6043.307617
	Iteration 3Q: 3 clusters Score -2.61244e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -26127732.000000 Penalty: 6043.307617
	Iteration 4Q: 3 clusters Score -2.612773e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -26133158.000000 Penalty: 6043.307617
	Iteration 5F: 3 clusters Score -2.613316e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -26141296.000000 Penalty: 6043.307617
	Iteration 6F: 3 clusters Score -2.61413e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -26151714.000000 Penalty: 6043.307617
	Iteration 7F: 3 clusters Score -2.615171e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -26162078.000000 Penalty: 6043.307617
	Iteration 8F: 3 clusters Score -2.616208e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -26167928.000000 Penalty: 6043.307617
	Iteration 9F: 3 clusters Score -2.616793e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -26170256.000000 Penalty: 6043.307617
	Iteration 10Q: 3 clusters Score -2.617026e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -26171492.000000 Penalty: 6043.307617
	Iteration 11Q: 3 clusters Score -2.617149e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -26172374.000000 Penalty: 6043.307617
	Iteration 12Q: 3 clusters Score -2.617237e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -26173284.000000 Penalty: 6043.307617
	Iteration 13Q: 3 clusters Score -2.617328e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -26174276.000000 Penalty: 6043.307617
	Iteration 14Q: 3 clusters Score -2.617428e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -26175096.000000 Penalty: 6043.307617
	Iteration 15Q: 3 clusters Score -2.61751e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -26175776.000000 Penalty: 6043.307617
	Iteration 16Q: 3 clusters Score -2.617578e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -26176512.000000 Penalty: 6043.307617
	Iteration 17Q: 3 clusters Score -2.617651e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -26176914.000000 Penalty: 6043.307617
	Iteration 18Q: 3 clusters Score -2.617691e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -26177312.000000 Penalty: 6043.307617
	Iteration 19Q: 3 clusters Score -2.617731e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -26177592.000000 Penalty: 6043.307617
	Iteration 20F: 3 clusters Score -2.617759e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -26177754.000000 Penalty: 6043.307617
	Iteration 21Q: 3 clusters Score -2.617775e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -26178048.000000 Penalty: 6043.307617
	Iteration 22Q: 3 clusters Score -2.617805e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -26178166.000000 Penalty: 6043.307617
	Iteration 23Q: 3 clusters Score -2.617817e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -26178184.000000 Penalty: 6043.307617
	Iteration 24Q: 3 clusters Score -2.617818e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -26178272.000000 Penalty: 6043.307617
	Iteration 25Q: 3 clusters Score -2.617827e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -26178314.000000 Penalty: 6043.307617
	Iteration 26Q: 3 clusters Score -2.617831e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -26178358.000000 Penalty: 6043.307617
	Iteration 27Q: 3 clusters Score -2.617836e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -26178376.000000 Penalty: 6043.307617
	Iteration 28Q: 3 clusters Score -2.617838e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -26178384.000000 Penalty: 6043.307617
	Iteration 29Q: 3 clusters Score -2.617838e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -26178434.000000 Penalty: 6043.307617
	Iteration 30Q: 3 clusters Score -2.617843e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -26178462.000000 Penalty: 6043.307617
	Iteration 31Q: 3 clusters Score -2.617846e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -26178484.000000 Penalty: 6043.307617
	Iteration 32Q: 3 clusters Score -2.617848e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -26178484.000000 Penalty: 6043.307617
	Iteration 33Q: 3 clusters Score -2.617848e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -26178514.000000 Penalty: 6043.307617
	Iteration 34Q: 3 clusters Score -2.617851e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -26178526.000000 Penalty: 6043.307617
	Iteration 35Q: 3 clusters Score -2.617853e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -26178558.000000 Penalty: 6043.307617
	Iteration 36Q: 3 clusters Score -2.617856e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92721 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -26178556.000000 Penalty: 6043.307617
	Iteration 37Q: 3 clusters Score -2.617856e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -26178550.000000 Penalty: 6043.307617
	Iteration 38Q: 3 clusters Score -2.617855e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -26178618.000000 Penalty: 6043.307617
	Iteration 39Q: 3 clusters Score -2.617862e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -26178620.000000 Penalty: 6043.307617
	Iteration 40F: 3 clusters Score -2.617862e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -26178688.000000 Penalty: 6043.307617
	Iteration 41Q: 3 clusters Score -2.617869e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -26178708.000000 Penalty: 6043.307617
	Iteration 42Q: 3 clusters Score -2.617871e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -26178702.000000 Penalty: 6043.307617
	Iteration 43Q: 3 clusters Score -2.61787e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -26178694.000000 Penalty: 6043.307617
	Iteration 44Q: 3 clusters Score -2.617869e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 106448 members 
Entering Unmasked Estep 
Score: -26178760.000000 Penalty: 6043.307617
	Iteration 45Q: 3 clusters Score -2.617876e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -26178820.000000 Penalty: 6043.307617
	Iteration 46Q: 3 clusters Score -2.617882e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -26178838.000000 Penalty: 6043.307617
	Iteration 47Q: 3 clusters Score -2.617884e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -26178982.000000 Penalty: 6043.307617
	Iteration 48Q: 3 clusters Score -2.617898e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -26179062.000000 Penalty: 6043.307617
	Iteration 49Q: 3 clusters Score -2.617906e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -26179172.000000 Penalty: 6043.307617
	Iteration 50Q: 3 clusters Score -2.617917e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -26179280.000000 Penalty: 6043.307617
	Iteration 51Q: 3 clusters Score -2.617928e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -26179510.000000 Penalty: 6043.307617
	Iteration 52Q: 3 clusters Score -2.617951e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -26179402.000000 Penalty: 6043.307617
	Iteration 53Q: 3 clusters Score -2.61794e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
Score: -26179622.000000 Penalty: 6043.307617
	Iteration 54Q: 3 clusters Score -2.617962e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -26179968.000000 Penalty: 6043.307617
	Iteration 55Q: 3 clusters Score -2.617997e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 121364 members 
Entering Unmasked Estep 
Score: -26180244.000000 Penalty: 6043.307617
	Iteration 56Q: 3 clusters Score -2.618024e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -26180634.000000 Penalty: 6043.307617
	Iteration 57Q: 3 clusters Score -2.618063e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -26181032.000000 Penalty: 6043.307617
	Iteration 58Q: 3 clusters Score -2.618103e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 131318 members 
Entering Unmasked Estep 
Score: -26180922.000000 Penalty: 6043.307617
	Iteration 59Q: 3 clusters Score -2.618092e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 135860 members 
Entering Unmasked Estep 
Score: -26181092.000000 Penalty: 6043.307617
	Iteration 60F: 3 clusters Score -2.618109e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 141166 members 
Entering Unmasked Estep 
Score: -26180928.000000 Penalty: 6043.307617
	Iteration 61Q: 3 clusters Score -2.618093e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 147364 members 
Entering Unmasked Estep 
Score: -26180292.000000 Penalty: 6043.307617
	Iteration 62Q: 3 clusters Score -2.618029e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -26179622.000000 Penalty: 6043.307617
	Iteration 63Q: 3 clusters Score -2.617962e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -26178442.000000 Penalty: 6043.307617
	Iteration 64Q: 3 clusters Score -2.617844e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 169104 members 
Entering Unmasked Estep 
Score: -26177206.000000 Penalty: 6043.307617
	Iteration 65Q: 3 clusters Score -2.617721e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 175917 members 
Entering Unmasked Estep 
Score: -26176336.000000 Penalty: 6043.307617
	Iteration 66Q: 3 clusters Score -2.617634e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 181385 members 
Entering Unmasked Estep 
Score: -26175848.000000 Penalty: 6043.307617
	Iteration 67Q: 3 clusters Score -2.617585e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 185016 members 
Entering Unmasked Estep 
Score: -26175688.000000 Penalty: 6043.307617
	Iteration 68Q: 3 clusters Score -2.617569e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -26175622.000000 Penalty: 6043.307617
	Iteration 69Q: 3 clusters Score -2.617562e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 188510 members 
Entering Unmasked Estep 
Score: -26175464.000000 Penalty: 6043.307617
	Iteration 70Q: 3 clusters Score -2.617546e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 189185 members 
Entering Unmasked Estep 
Score: -26175586.000000 Penalty: 6043.307617
	Iteration 71Q: 3 clusters Score -2.617559e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 189524 members 
Entering Unmasked Estep 
Score: -26175628.000000 Penalty: 6043.307617
	Iteration 72Q: 3 clusters Score -2.617563e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 189672 members 
Entering Unmasked Estep 
Score: -26175636.000000 Penalty: 6043.307617
	Iteration 73Q: 3 clusters Score -2.617564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 189731 members 
Entering Unmasked Estep 
Score: -26175652.000000 Penalty: 6043.307617
	Iteration 74Q: 3 clusters Score -2.617565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 189755 members 
Entering Unmasked Estep 
Score: -26175618.000000 Penalty: 6043.307617
	Iteration 75Q: 3 clusters Score -2.617562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 189763 members 
Entering Unmasked Estep 
Score: -26175620.000000 Penalty: 6043.307617
	Iteration 76Q: 3 clusters Score -2.617562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 189770 members 
Entering Unmasked Estep 
Score: -26175606.000000 Penalty: 6043.307617
	Iteration 77Q: 3 clusters Score -2.617561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 189777 members 
Entering Unmasked Estep 
Score: -26175582.000000 Penalty: 6043.307617
	Iteration 78Q: 3 clusters Score -2.617558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 189782 members 
Entering Unmasked Estep 
Score: -26175584.000000 Penalty: 6043.307617
	Iteration 79Q: 3 clusters Score -2.617558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -26177242.000000 Penalty: 6043.307617
	Iteration 80F: 3 clusters Score -2.617724e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 192201 members 
Entering Unmasked Estep 
Score: -26177122.000000 Penalty: 6043.307617
	Iteration 81Q: 3 clusters Score -2.617712e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 193568 members 
Entering Unmasked Estep 
Score: -26176974.000000 Penalty: 6043.307617
	Iteration 82Q: 3 clusters Score -2.617697e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 194362 members 
Entering Unmasked Estep 
Score: -26177038.000000 Penalty: 6043.307617
	Iteration 83Q: 3 clusters Score -2.617704e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 194804 members 
Entering Unmasked Estep 
Score: -26176810.000000 Penalty: 6043.307617
	Iteration 84Q: 3 clusters Score -2.617681e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -26176730.000000 Penalty: 6043.307617
	Iteration 85Q: 3 clusters Score -2.617673e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 195124 members 
Entering Unmasked Estep 
Score: -26176720.000000 Penalty: 6043.307617
	Iteration 86Q: 3 clusters Score -2.617672e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 195178 members 
Entering Unmasked Estep 
Score: -26176678.000000 Penalty: 6043.307617
	Iteration 87Q: 3 clusters Score -2.617668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 195217 members 
Entering Unmasked Estep 
Score: -26176664.000000 Penalty: 6043.307617
	Iteration 88Q: 3 clusters Score -2.617666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 195240 members 
Entering Unmasked Estep 
Score: -26176668.000000 Penalty: 6043.307617
	Iteration 89Q: 3 clusters Score -2.617667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 195258 members 
Entering Unmasked Estep 
Score: -26176680.000000 Penalty: 6043.307617
	Iteration 90Q: 3 clusters Score -2.617668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 195270 members 
Entering Unmasked Estep 
Score: -26176674.000000 Penalty: 6043.307617
	Iteration 91Q: 3 clusters Score -2.617667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 195277 members 
Entering Unmasked Estep 
Score: -26176686.000000 Penalty: 6043.307617
	Iteration 92Q: 3 clusters Score -2.617669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 195281 members 
Entering Unmasked Estep 
Score: -26176682.000000 Penalty: 6043.307617
	Iteration 93Q: 3 clusters Score -2.617668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 195286 members 
Entering Unmasked Estep 
Score: -26176706.000000 Penalty: 6043.307617
	Iteration 94Q: 3 clusters Score -2.617671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -26176702.000000 Penalty: 6043.307617
	Iteration 95Q: 3 clusters Score -2.61767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 195298 members 
Entering Unmasked Estep 
Score: -26176708.000000 Penalty: 6043.307617
	Iteration 96Q: 3 clusters Score -2.617671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 195306 members 
Entering Unmasked Estep 
Score: -26176724.000000 Penalty: 6043.307617
	Iteration 97Q: 3 clusters Score -2.617672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195315 members 
Entering Unmasked Estep 
Score: -26176722.000000 Penalty: 6043.307617
	Iteration 98Q: 3 clusters Score -2.617672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -26176730.000000 Penalty: 6043.307617
	Iteration 99Q: 3 clusters Score -2.617673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195324 members 
Entering Unmasked Estep 
Score: -26176722.000000 Penalty: 6043.307617
	Iteration 100F: 3 clusters Score -2.617672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 195326 members 
Entering Unmasked Estep 
Score: -26176710.000000 Penalty: 6043.307617
	Iteration 101Q: 3 clusters Score -2.617671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195327 members 
Entering Unmasked Estep 
Score: -26176710.000000 Penalty: 6043.307617
	Iteration 102Q: 3 clusters Score -2.617671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195328 members 
Entering Unmasked Estep 
Score: -26176726.000000 Penalty: 6043.307617
	Iteration 103Q: 3 clusters Score -2.617673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 195329 members 
Entering Unmasked Estep 
Score: -26176710.000000 Penalty: 6043.307617
	Iteration 104Q: 3 clusters Score -2.617671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 195329 members 
Entering Unmasked Estep 
Score: -26176710.000000 Penalty: 6043.307617
	Iteration 105F: 3 clusters Score -2.617671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Entering Unmasked Estep 
Score: -2381594.000000 Penalty: 2426.369141
	Iteration 0F: 2 clusters Score -2381594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2368932.750000 Penalty: 4852.738281
	Iteration 0F: 3 clusters Score -2368933 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2373133.750000 Penalty: 4852.738281
	Iteration 1F: 3 clusters Score -2373134 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2373490.500000 Penalty: 4852.738281
	Iteration 2F: 3 clusters Score -2373490 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2373760.250000 Penalty: 4852.738281
	Iteration 3Q: 3 clusters Score -2373760 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2373969.500000 Penalty: 4852.738281
	Iteration 4Q: 3 clusters Score -2373970 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2374161.500000 Penalty: 4852.738281
	Iteration 5Q: 3 clusters Score -2374162 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2374327.250000 Penalty: 4852.738281
	Iteration 6Q: 3 clusters Score -2374327 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2374492.000000 Penalty: 4852.738281
	Iteration 7Q: 3 clusters Score -2374492 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2374692.250000 Penalty: 4852.738281
	Iteration 8Q: 3 clusters Score -2374692 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2374922.000000 Penalty: 4852.738281
	Iteration 9Q: 3 clusters Score -2374922 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2375215.000000 Penalty: 4852.738281
	Iteration 10Q: 3 clusters Score -2375215 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2375563.250000 Penalty: 4852.738281
	Iteration 11Q: 3 clusters Score -2375563 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2375957.000000 Penalty: 4852.738281
	Iteration 12Q: 3 clusters Score -2375957 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2376390.750000 Penalty: 4852.738281
	Iteration 13Q: 3 clusters Score -2376391 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2376861.750000 Penalty: 4852.738281
	Iteration 14Q: 3 clusters Score -2376862 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2377346.250000 Penalty: 4852.738281
	Iteration 15Q: 3 clusters Score -2377346 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2377770.250000 Penalty: 4852.738281
	Iteration 16Q: 3 clusters Score -2377770 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2378121.750000 Penalty: 4852.738281
	Iteration 17Q: 3 clusters Score -2378122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2378410.000000 Penalty: 4852.738281
	Iteration 18Q: 3 clusters Score -2378410 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2378640.750000 Penalty: 4852.738281
	Iteration 19Q: 3 clusters Score -2378641 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2378814.500000 Penalty: 4852.738281
	Iteration 20F: 3 clusters Score -2378814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2378959.750000 Penalty: 4852.738281
	Iteration 21Q: 3 clusters Score -2378960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2379093.500000 Penalty: 4852.738281
	Iteration 22Q: 3 clusters Score -2379094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2379181.500000 Penalty: 4852.738281
	Iteration 23Q: 3 clusters Score -2379182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2379244.750000 Penalty: 4852.738281
	Iteration 24Q: 3 clusters Score -2379245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2379290.000000 Penalty: 4852.738281
	Iteration 25Q: 3 clusters Score -2379290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2379341.500000 Penalty: 4852.738281
	Iteration 26Q: 3 clusters Score -2379342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2379376.000000 Penalty: 4852.738281
	Iteration 27Q: 3 clusters Score -2379376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2379402.000000 Penalty: 4852.738281
	Iteration 28Q: 3 clusters Score -2379402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2379424.500000 Penalty: 4852.738281
	Iteration 29Q: 3 clusters Score -2379424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2379445.500000 Penalty: 4852.738281
	Iteration 30Q: 3 clusters Score -2379446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2379465.500000 Penalty: 4852.738281
	Iteration 31Q: 3 clusters Score -2379466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2379477.500000 Penalty: 4852.738281
	Iteration 32Q: 3 clusters Score -2379478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2379491.500000 Penalty: 4852.738281
	Iteration 33Q: 3 clusters Score -2379492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2379495.750000 Penalty: 4852.738281
	Iteration 34Q: 3 clusters Score -2379496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2379500.250000 Penalty: 4852.738281
	Iteration 35Q: 3 clusters Score -2379500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2379503.500000 Penalty: 4852.738281
	Iteration 36Q: 3 clusters Score -2379504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2379515.000000 Penalty: 4852.738281
	Iteration 37Q: 3 clusters Score -2379515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2379516.500000 Penalty: 4852.738281
	Iteration 38Q: 3 clusters Score -2379516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2379520.750000 Penalty: 4852.738281
	Iteration 39Q: 3 clusters Score -2379521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2379522.250000 Penalty: 4852.738281
	Iteration 40F: 3 clusters Score -2379522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2379521.500000 Penalty: 4852.738281
	Iteration 41Q: 3 clusters Score -2379522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2379531.000000 Penalty: 4852.738281
	Iteration 42Q: 3 clusters Score -2379531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2379535.000000 Penalty: 4852.738281
	Iteration 43Q: 3 clusters Score -2379535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2379539.500000 Penalty: 4852.738281
	Iteration 44Q: 3 clusters Score -2379540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2379544.250000 Penalty: 4852.738281
	Iteration 45Q: 3 clusters Score -2379544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2379543.250000 Penalty: 4852.738281
	Iteration 46Q: 3 clusters Score -2379543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2379542.500000 Penalty: 4852.738281
	Iteration 47Q: 3 clusters Score -2379542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2379541.000000 Penalty: 4852.738281
	Iteration 48Q: 3 clusters Score -2379541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2379541.000000 Penalty: 4852.738281
	Iteration 49F: 3 clusters Score -2379541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -414305.968750 Penalty: 1991.864258
	Iteration 0F: 2 clusters Score -414306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -411017.718750 Penalty: 3983.728516
	Iteration 0F: 3 clusters Score -411017.7 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -411629.250000 Penalty: 3983.728516
	Iteration 1F: 3 clusters Score -411629.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -411793.218750 Penalty: 3983.728516
	Iteration 2F: 3 clusters Score -411793.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -411889.437500 Penalty: 3983.728516
	Iteration 3Q: 3 clusters Score -411889.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -411949.531250 Penalty: 3983.728516
	Iteration 4Q: 3 clusters Score -411949.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -411988.937500 Penalty: 3983.728516
	Iteration 5Q: 3 clusters Score -411988.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -412017.750000 Penalty: 3983.728516
	Iteration 6Q: 3 clusters Score -412017.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -412039.906250 Penalty: 3983.728516
	Iteration 7Q: 3 clusters Score -412039.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -412055.781250 Penalty: 3983.728516
	Iteration 8Q: 3 clusters Score -412055.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412066.843750 Penalty: 3983.728516
	Iteration 9Q: 3 clusters Score -412066.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -412074.875000 Penalty: 3983.728516
	Iteration 10Q: 3 clusters Score -412074.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -412080.375000 Penalty: 3983.728516
	Iteration 11Q: 3 clusters Score -412080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -412085.843750 Penalty: 3983.728516
	Iteration 12Q: 3 clusters Score -412085.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -412092.125000 Penalty: 3983.728516
	Iteration 13Q: 3 clusters Score -412092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -412094.781250 Penalty: 3983.728516
	Iteration 14Q: 3 clusters Score -412094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -412098.375000 Penalty: 3983.728516
	Iteration 15Q: 3 clusters Score -412098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -412101.406250 Penalty: 3983.728516
	Iteration 16Q: 3 clusters Score -412101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -412101.343750 Penalty: 3983.728516
	Iteration 17Q: 3 clusters Score -412101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412101.781250 Penalty: 3983.728516
	Iteration 18Q: 3 clusters Score -412101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -412102.218750 Penalty: 3983.728516
	Iteration 19Q: 3 clusters Score -412102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412102.625000 Penalty: 3983.728516
	Iteration 20F: 3 clusters Score -412102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -412103.125000 Penalty: 3983.728516
	Iteration 21Q: 3 clusters Score -412103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412103.250000 Penalty: 3983.728516
	Iteration 22Q: 3 clusters Score -412103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412103.250000 Penalty: 3983.728516
	Iteration 23F: 3 clusters Score -412103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -265848.000000 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -265848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -263529.062500 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -263529.1 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -268532.625000 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -268532.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -270557.062500 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -270557.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -271771.156250 Penalty: 3903.981201
	Iteration 3F: 3 clusters Score -271771.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -272204.281250 Penalty: 3903.981201
	Iteration 4Q: 3 clusters Score -272204.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -272484.093750 Penalty: 3903.981201
	Iteration 5Q: 3 clusters Score -272484.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -272633.281250 Penalty: 3903.981201
	Iteration 6Q: 3 clusters Score -272633.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -272775.625000 Penalty: 3903.981201
	Iteration 7Q: 3 clusters Score -272775.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -272919.375000 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -272919.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -273065.281250 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -273065.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -273317.937500 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -273317.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -273449.812500 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -273449.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -273607.062500 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -273607.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -273775.875000 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -273775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -273823.656250 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -273823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -273850.156250 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -273850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -273863.906250 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -273863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -273876.468750 Penalty: 3903.981201
	Iteration 17Q: 3 clusters Score -273876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -273900.781250 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -273900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -273937.437500 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -273937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -273986.531250 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -273986.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -273998.875000 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -273998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -274003.218750 Penalty: 3903.981201
	Iteration 22Q: 3 clusters Score -274003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -274003.968750 Penalty: 3903.981201
	Iteration 23Q: 3 clusters Score -274004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -274004.687500 Penalty: 3903.981201
	Iteration 24Q: 3 clusters Score -274004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -274005.625000 Penalty: 3903.981201
	Iteration 25Q: 3 clusters Score -274005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -274006.687500 Penalty: 3903.981201
	Iteration 26Q: 3 clusters Score -274006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274006.875000 Penalty: 3903.981201
	Iteration 27Q: 3 clusters Score -274006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274006.875000 Penalty: 3903.981201
	Iteration 28F: 3 clusters Score -274006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 10 contains 44784 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 195651 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 120811 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 3984 members 
Entering Unmasked Estep 
Score: -62732408.000000 Penalty: 61602.574219
Splitting cluster 19 changes total score from -62724716.000000 to -62732408.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 20 (120811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Entering Unmasked Estep 
Score: -16185035.000000 Penalty: 2902.091553
	Iteration 0F: 2 clusters Score -1.618504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -16108806.000000 Penalty: 5804.183105
	Iteration 0F: 3 clusters Score -1.610881e+07 nChanged 57360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -16142898.000000 Penalty: 5804.183105
	Iteration 1F: 3 clusters Score -1.61429e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -16145138.000000 Penalty: 5804.183105
	Iteration 2Q: 3 clusters Score -1.614514e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -16148378.000000 Penalty: 5804.183105
	Iteration 3Q: 3 clusters Score -1.614838e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -16152614.000000 Penalty: 5804.183105
	Iteration 4F: 3 clusters Score -1.615261e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -16157500.000000 Penalty: 5804.183105
	Iteration 5F: 3 clusters Score -1.61575e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -16162560.000000 Penalty: 5804.183105
	Iteration 6F: 3 clusters Score -1.616256e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -16167170.000000 Penalty: 5804.183105
	Iteration 7F: 3 clusters Score -1.616717e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -16170608.000000 Penalty: 5804.183105
	Iteration 8F: 3 clusters Score -1.617061e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -16172852.000000 Penalty: 5804.183105
	Iteration 9Q: 3 clusters Score -1.617285e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -16173925.000000 Penalty: 5804.183105
	Iteration 10Q: 3 clusters Score -1.617392e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -16174552.000000 Penalty: 5804.183105
	Iteration 11Q: 3 clusters Score -1.617455e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -16174946.000000 Penalty: 5804.183105
	Iteration 12Q: 3 clusters Score -1.617495e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -16175385.000000 Penalty: 5804.183105
	Iteration 13Q: 3 clusters Score -1.617538e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -16175691.000000 Penalty: 5804.183105
	Iteration 14Q: 3 clusters Score -1.617569e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -16176032.000000 Penalty: 5804.183105
	Iteration 15Q: 3 clusters Score -1.617603e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -16176286.000000 Penalty: 5804.183105
	Iteration 16Q: 3 clusters Score -1.617629e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -16176596.000000 Penalty: 5804.183105
	Iteration 17Q: 3 clusters Score -1.61766e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -16176756.000000 Penalty: 5804.183105
	Iteration 18Q: 3 clusters Score -1.617676e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -16177023.000000 Penalty: 5804.183105
	Iteration 19Q: 3 clusters Score -1.617702e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -16177275.000000 Penalty: 5804.183105
	Iteration 20F: 3 clusters Score -1.617728e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -16177529.000000 Penalty: 5804.183105
	Iteration 21Q: 3 clusters Score -1.617753e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -16177615.000000 Penalty: 5804.183105
	Iteration 22Q: 3 clusters Score -1.617762e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -16177726.000000 Penalty: 5804.183105
	Iteration 23Q: 3 clusters Score -1.617773e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -16177888.000000 Penalty: 5804.183105
	Iteration 24Q: 3 clusters Score -1.617789e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -16177965.000000 Penalty: 5804.183105
	Iteration 25Q: 3 clusters Score -1.617796e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -16178002.000000 Penalty: 5804.183105
	Iteration 26Q: 3 clusters Score -1.6178e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -16178054.000000 Penalty: 5804.183105
	Iteration 27Q: 3 clusters Score -1.617805e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -16178094.000000 Penalty: 5804.183105
	Iteration 28Q: 3 clusters Score -1.617809e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -16178174.000000 Penalty: 5804.183105
	Iteration 29Q: 3 clusters Score -1.617817e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -16178262.000000 Penalty: 5804.183105
	Iteration 30Q: 3 clusters Score -1.617826e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -16178350.000000 Penalty: 5804.183105
	Iteration 31Q: 3 clusters Score -1.617835e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -16178357.000000 Penalty: 5804.183105
	Iteration 32Q: 3 clusters Score -1.617836e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -16178392.000000 Penalty: 5804.183105
	Iteration 33Q: 3 clusters Score -1.617839e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -16178416.000000 Penalty: 5804.183105
	Iteration 34Q: 3 clusters Score -1.617842e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -16178433.000000 Penalty: 5804.183105
	Iteration 35Q: 3 clusters Score -1.617843e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -16178437.000000 Penalty: 5804.183105
	Iteration 36Q: 3 clusters Score -1.617844e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -16178468.000000 Penalty: 5804.183105
	Iteration 37Q: 3 clusters Score -1.617847e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -16178460.000000 Penalty: 5804.183105
	Iteration 38Q: 3 clusters Score -1.617846e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -16178437.000000 Penalty: 5804.183105
	Iteration 39Q: 3 clusters Score -1.617844e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -16178417.000000 Penalty: 5804.183105
	Iteration 40F: 3 clusters Score -1.617842e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -16178367.000000 Penalty: 5804.183105
	Iteration 41Q: 3 clusters Score -1.617837e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -16178397.000000 Penalty: 5804.183105
	Iteration 42Q: 3 clusters Score -1.61784e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -16178405.000000 Penalty: 5804.183105
	Iteration 43Q: 3 clusters Score -1.61784e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -16178415.000000 Penalty: 5804.183105
	Iteration 44Q: 3 clusters Score -1.617842e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -16178413.000000 Penalty: 5804.183105
	Iteration 45Q: 3 clusters Score -1.617841e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -16178444.000000 Penalty: 5804.183105
	Iteration 46Q: 3 clusters Score -1.617844e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -16178468.000000 Penalty: 5804.183105
	Iteration 47Q: 3 clusters Score -1.617847e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -16178426.000000 Penalty: 5804.183105
	Iteration 48Q: 3 clusters Score -1.617843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -16178452.000000 Penalty: 5804.183105
	Iteration 49Q: 3 clusters Score -1.617845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -16178452.000000 Penalty: 5804.183105
	Iteration 50Q: 3 clusters Score -1.617845e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -16178447.000000 Penalty: 5804.183105
	Iteration 51Q: 3 clusters Score -1.617845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -16178433.000000 Penalty: 5804.183105
	Iteration 52Q: 3 clusters Score -1.617843e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -16178426.000000 Penalty: 5804.183105
	Iteration 53Q: 3 clusters Score -1.617843e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -16178458.000000 Penalty: 5804.183105
	Iteration 54Q: 3 clusters Score -1.617846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -16178459.000000 Penalty: 5804.183105
	Iteration 55Q: 3 clusters Score -1.617846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -16178471.000000 Penalty: 5804.183105
	Iteration 56Q: 3 clusters Score -1.617847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -16178477.000000 Penalty: 5804.183105
	Iteration 57Q: 3 clusters Score -1.617848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -16178479.000000 Penalty: 5804.183105
	Iteration 58Q: 3 clusters Score -1.617848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -16178456.000000 Penalty: 5804.183105
	Iteration 59Q: 3 clusters Score -1.617846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -16178474.000000 Penalty: 5804.183105
	Iteration 60F: 3 clusters Score -1.617847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -16178482.000000 Penalty: 5804.183105
	Iteration 61Q: 3 clusters Score -1.617848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -16178484.000000 Penalty: 5804.183105
	Iteration 62Q: 3 clusters Score -1.617848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -16178467.000000 Penalty: 5804.183105
	Iteration 63Q: 3 clusters Score -1.617847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -16178469.000000 Penalty: 5804.183105
	Iteration 64Q: 3 clusters Score -1.617847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -16178466.000000 Penalty: 5804.183105
	Iteration 65Q: 3 clusters Score -1.617847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -16178459.000000 Penalty: 5804.183105
	Iteration 66Q: 3 clusters Score -1.617846e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -16178452.000000 Penalty: 5804.183105
	Iteration 67Q: 3 clusters Score -1.617845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -16178440.000000 Penalty: 5804.183105
	Iteration 68Q: 3 clusters Score -1.617844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -16178431.000000 Penalty: 5804.183105
	Iteration 69Q: 3 clusters Score -1.617843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -16178441.000000 Penalty: 5804.183105
	Iteration 70Q: 3 clusters Score -1.617844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -16178442.000000 Penalty: 5804.183105
	Iteration 71Q: 3 clusters Score -1.617844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -16178430.000000 Penalty: 5804.183105
	Iteration 72Q: 3 clusters Score -1.617843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -16178436.000000 Penalty: 5804.183105
	Iteration 73Q: 3 clusters Score -1.617844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -16178439.000000 Penalty: 5804.183105
	Iteration 74Q: 3 clusters Score -1.617844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -16178451.000000 Penalty: 5804.183105
	Iteration 75Q: 3 clusters Score -1.617845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -16178445.000000 Penalty: 5804.183105
	Iteration 76Q: 3 clusters Score -1.617844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -16178450.000000 Penalty: 5804.183105
	Iteration 77Q: 3 clusters Score -1.617845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -16178459.000000 Penalty: 5804.183105
	Iteration 78Q: 3 clusters Score -1.617846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -16178452.000000 Penalty: 5804.183105
	Iteration 79Q: 3 clusters Score -1.617845e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -16178473.000000 Penalty: 5804.183105
	Iteration 80F: 3 clusters Score -1.617847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -16178459.000000 Penalty: 5804.183105
	Iteration 81Q: 3 clusters Score -1.617846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -16178463.000000 Penalty: 5804.183105
	Iteration 82Q: 3 clusters Score -1.617846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -16178470.000000 Penalty: 5804.183105
	Iteration 83Q: 3 clusters Score -1.617847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -16178456.000000 Penalty: 5804.183105
	Iteration 84Q: 3 clusters Score -1.617846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -16178437.000000 Penalty: 5804.183105
	Iteration 85Q: 3 clusters Score -1.617844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -16178442.000000 Penalty: 5804.183105
	Iteration 86Q: 3 clusters Score -1.617844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -16178432.000000 Penalty: 5804.183105
	Iteration 87Q: 3 clusters Score -1.617843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -16178413.000000 Penalty: 5804.183105
	Iteration 88Q: 3 clusters Score -1.617841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -16178424.000000 Penalty: 5804.183105
	Iteration 89Q: 3 clusters Score -1.617842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -16178436.000000 Penalty: 5804.183105
	Iteration 90Q: 3 clusters Score -1.617844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -16178436.000000 Penalty: 5804.183105
	Iteration 91Q: 3 clusters Score -1.617844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -16178435.000000 Penalty: 5804.183105
	Iteration 92Q: 3 clusters Score -1.617844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -16178419.000000 Penalty: 5804.183105
	Iteration 93Q: 3 clusters Score -1.617842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -16178428.000000 Penalty: 5804.183105
	Iteration 94Q: 3 clusters Score -1.617843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -16178421.000000 Penalty: 5804.183105
	Iteration 95Q: 3 clusters Score -1.617842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -16178429.000000 Penalty: 5804.183105
	Iteration 96Q: 3 clusters Score -1.617843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -16178433.000000 Penalty: 5804.183105
	Iteration 97Q: 3 clusters Score -1.617843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -16178438.000000 Penalty: 5804.183105
	Iteration 98Q: 3 clusters Score -1.617844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -16178444.000000 Penalty: 5804.183105
	Iteration 99Q: 3 clusters Score -1.617844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -16178474.000000 Penalty: 5804.183105
	Iteration 100F: 3 clusters Score -1.617847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -16178476.000000 Penalty: 5804.183105
	Iteration 101Q: 3 clusters Score -1.617848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -16178466.000000 Penalty: 5804.183105
	Iteration 102Q: 3 clusters Score -1.617847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -16178469.000000 Penalty: 5804.183105
	Iteration 103Q: 3 clusters Score -1.617847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -16178455.000000 Penalty: 5804.183105
	Iteration 104Q: 3 clusters Score -1.617846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -16178468.000000 Penalty: 5804.183105
	Iteration 105Q: 3 clusters Score -1.617847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -16178451.000000 Penalty: 5804.183105
	Iteration 106Q: 3 clusters Score -1.617845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -16178449.000000 Penalty: 5804.183105
	Iteration 107Q: 3 clusters Score -1.617845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -16178441.000000 Penalty: 5804.183105
	Iteration 108Q: 3 clusters Score -1.617844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -16178447.000000 Penalty: 5804.183105
	Iteration 109Q: 3 clusters Score -1.617845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -16178443.000000 Penalty: 5804.183105
	Iteration 110Q: 3 clusters Score -1.617844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -16178444.000000 Penalty: 5804.183105
	Iteration 111Q: 3 clusters Score -1.617844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -16178452.000000 Penalty: 5804.183105
	Iteration 112Q: 3 clusters Score -1.617845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -16178452.000000 Penalty: 5804.183105
	Iteration 113Q: 3 clusters Score -1.617845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -16178456.000000 Penalty: 5804.183105
	Iteration 114Q: 3 clusters Score -1.617846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -16178455.000000 Penalty: 5804.183105
	Iteration 115Q: 3 clusters Score -1.617846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -16178463.000000 Penalty: 5804.183105
	Iteration 116Q: 3 clusters Score -1.617846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -16178459.000000 Penalty: 5804.183105
	Iteration 117Q: 3 clusters Score -1.617846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -16178471.000000 Penalty: 5804.183105
	Iteration 118Q: 3 clusters Score -1.617847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -16178461.000000 Penalty: 5804.183105
	Iteration 119Q: 3 clusters Score -1.617846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -16178453.000000 Penalty: 5804.183105
	Iteration 120F: 3 clusters Score -1.617845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -16178466.000000 Penalty: 5804.183105
	Iteration 121Q: 3 clusters Score -1.617847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -16178464.000000 Penalty: 5804.183105
	Iteration 122Q: 3 clusters Score -1.617846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -16178474.000000 Penalty: 5804.183105
	Iteration 123Q: 3 clusters Score -1.617847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -16178470.000000 Penalty: 5804.183105
	Iteration 124Q: 3 clusters Score -1.617847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -16178481.000000 Penalty: 5804.183105
	Iteration 125Q: 3 clusters Score -1.617848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -16178464.000000 Penalty: 5804.183105
	Iteration 126Q: 3 clusters Score -1.617846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -16178469.000000 Penalty: 5804.183105
	Iteration 127Q: 3 clusters Score -1.617847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -16178454.000000 Penalty: 5804.183105
	Iteration 128Q: 3 clusters Score -1.617845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -16178456.000000 Penalty: 5804.183105
	Iteration 129Q: 3 clusters Score -1.617846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -16178435.000000 Penalty: 5804.183105
	Iteration 130Q: 3 clusters Score -1.617844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -16178451.000000 Penalty: 5804.183105
	Iteration 131Q: 3 clusters Score -1.617845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -16178433.000000 Penalty: 5804.183105
	Iteration 132Q: 3 clusters Score -1.617843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -16178447.000000 Penalty: 5804.183105
	Iteration 133Q: 3 clusters Score -1.617845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -16178446.000000 Penalty: 5804.183105
	Iteration 134Q: 3 clusters Score -1.617845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -16178437.000000 Penalty: 5804.183105
	Iteration 135Q: 3 clusters Score -1.617844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -16178432.000000 Penalty: 5804.183105
	Iteration 136Q: 3 clusters Score -1.617843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -16178444.000000 Penalty: 5804.183105
	Iteration 137Q: 3 clusters Score -1.617844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -16178436.000000 Penalty: 5804.183105
	Iteration 138Q: 3 clusters Score -1.617844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -16178444.000000 Penalty: 5804.183105
	Iteration 139Q: 3 clusters Score -1.617844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -16178436.000000 Penalty: 5804.183105
	Iteration 140F: 3 clusters Score -1.617844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -16178430.000000 Penalty: 5804.183105
	Iteration 141Q: 3 clusters Score -1.617843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -16178430.000000 Penalty: 5804.183105
	Iteration 142F: 3 clusters Score -1.617843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -218284.187500 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -218284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -215896.750000 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -215896.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -216256.656250 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -216256.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -216355.046875 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -216355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -216416.328125 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -216416.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216456.515625 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -216456.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216474.375000 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -216474.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216484.140625 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -216484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -216493.906250 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -216493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -216506.750000 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -216506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -216520.546875 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -216520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -216530.078125 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -216530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -216536.421875 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -216536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -216538.312500 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -216538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216540.953125 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -216541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216540.953125 Penalty: 3660.606934
	Iteration 14F: 3 clusters Score -216541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -137949.546875 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -137949.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135961.609375 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -135961.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136316.328125 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -136316.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136469.593750 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -136469.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136609.343750 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -136609.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136750.453125 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -136750.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -136908.062500 Penalty: 3495.999756
	Iteration 5F: 3 clusters Score -136908.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137061.281250 Penalty: 3495.999756
	Iteration 6F: 3 clusters Score -137061.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -137172.843750 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -137172.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -137328.718750 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -137328.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -137423.312500 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -137423.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -137481.171875 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -137481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -137516.937500 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -137516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -137538.187500 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -137538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -137548.609375 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -137548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -137562.078125 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -137562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -137573.218750 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -137573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -137585.750000 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -137585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -137603.984375 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -137604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -137608.656250 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -137608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -137610.781250 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -137610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -137616.265625 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -137616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -137622.875000 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -137622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -137635.968750 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -137636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -137643.843750 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -137643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -137650.203125 Penalty: 3495.999756
	Iteration 24Q: 3 clusters Score -137650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -137654.812500 Penalty: 3495.999756
	Iteration 25Q: 3 clusters Score -137654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -137656.765625 Penalty: 3495.999756
	Iteration 26Q: 3 clusters Score -137656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -137656.765625 Penalty: 3495.999756
	Iteration 27F: 3 clusters Score -137656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -541593.937500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -541593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -537719.812500 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -537719.8 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -538598.625000 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -538598.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -538809.687500 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -538809.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -538946.062500 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -538946.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -539063.437500 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -539063.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -539159.437500 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -539159.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -539243.312500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -539243.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -539328.437500 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -539328.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -539387.000000 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -539387 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -539431.562500 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -539431.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -539470.250000 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -539470.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -539511.687500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -539511.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -539546.812500 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -539546.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -539584.125000 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -539584.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -539626.312500 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -539626.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -539666.375000 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -539666.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -539702.937500 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -539702.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -539741.000000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -539741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -539766.312500 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -539766.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -539782.750000 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -539782.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -539791.875000 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -539791.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -539800.562500 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -539800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -539811.937500 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -539811.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -539830.812500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -539830.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -539848.062500 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -539848.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -539866.687500 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -539866.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -539889.937500 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -539889.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -539912.250000 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -539912.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -539932.250000 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -539932.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -539946.500000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -539946.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -539954.875000 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -539954.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -539964.687500 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -539964.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -539978.187500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -539978.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -539993.312500 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -539993.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -540007.687500 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -540007.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -540015.875000 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -540015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -540020.375000 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -540020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -540023.750000 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -540023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -540027.062500 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -540027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -540029.750000 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -540029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -540033.312500 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -540033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -540036.937500 Penalty: 4111.860840
	Iteration 41Q: 3 clusters Score -540036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -540037.562500 Penalty: 4111.860840
	Iteration 42Q: 3 clusters Score -540037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -540039.062500 Penalty: 4111.860840
	Iteration 43Q: 3 clusters Score -540039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -540039.000000 Penalty: 4111.860840
	Iteration 44Q: 3 clusters Score -540039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -540039.000000 Penalty: 4111.860840
	Iteration 45F: 3 clusters Score -540039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 10 contains 44784 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 195651 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 120811 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62732936.000000 Penalty: 61602.574219
Iteration 39Q: 20 clusters Score -6.273294e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34750 members 
Mstep: Class 3 contains 32623 members 
Mstep: Class 4 contains 1895 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 10 contains 44775 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 195049 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 120622 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3180.160645 but Gain 3242.242188
Score: -62736252.000000 Penalty: 58360.332031
Iteration 40F: 19 clusters Score -6.273625e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 34888 members 
Mstep: Class 3 contains 33215 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 10 contains 44664 members 
Mstep: Class 12 contains 6079 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 195243 members 
Mstep: Class 15 contains 17706 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 120534 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62739288.000000 Penalty: 58360.332031
Iteration 41Q: 19 clusters Score -6.273929e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 35038 members 
Mstep: Class 3 contains 33648 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 4868 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 10 contains 44620 members 
Mstep: Class 12 contains 6132 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 194477 members 
Mstep: Class 15 contains 17724 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 688 members 
Mstep: Class 20 contains 120332 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 4024 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -6.273989e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 35148 members 
Mstep: Class 3 contains 34092 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 10 contains 44619 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 193702 members 
Mstep: Class 15 contains 17798 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 20 contains 120202 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 4035 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -6.273976e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 35277 members 
Mstep: Class 3 contains 34526 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 10 contains 44628 members 
Mstep: Class 12 contains 6198 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 192852 members 
Mstep: Class 15 contains 17903 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 673 members 
Mstep: Class 20 contains 120131 members 
Mstep: Class 22 contains 1312 members 
Mstep: Class 23 contains 4049 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -6.273931e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 35405 members 
Mstep: Class 3 contains 34982 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 10 contains 44618 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 191933 members 
Mstep: Class 15 contains 18007 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 120173 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 4061 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -6.273917e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 35529 members 
Mstep: Class 3 contains 35503 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 10 contains 44640 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 190896 members 
Mstep: Class 15 contains 18134 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 120240 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 4070 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -6.273892e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35625 members 
Mstep: Class 3 contains 36024 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 5244 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 10 contains 44676 members 
Mstep: Class 12 contains 6314 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 189743 members 
Mstep: Class 15 contains 18253 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 120453 members 
Mstep: Class 22 contains 1409 members 
Mstep: Class 23 contains 4077 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -6.273875e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35708 members 
Mstep: Class 3 contains 36555 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 10 contains 44728 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 188479 members 
Mstep: Class 15 contains 18399 members 
Mstep: Class 18 contains 3127 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 120761 members 
Mstep: Class 22 contains 1422 members 
Mstep: Class 23 contains 4092 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -6.273858e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 37099 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 5295 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 10 contains 44764 members 
Mstep: Class 12 contains 6395 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 187162 members 
Mstep: Class 15 contains 18534 members 
Mstep: Class 18 contains 3127 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 121146 members 
Mstep: Class 22 contains 1436 members 
Mstep: Class 23 contains 4110 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -6.273835e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35893 members 
Mstep: Class 3 contains 37650 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 10 contains 44772 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 185771 members 
Mstep: Class 15 contains 18674 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 121580 members 
Mstep: Class 22 contains 1445 members 
Mstep: Class 23 contains 4139 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -6.273819e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35996 members 
Mstep: Class 3 contains 38248 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 10 contains 44783 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 184315 members 
Mstep: Class 15 contains 18826 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 122033 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 4152 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -6.273781e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36099 members 
Mstep: Class 3 contains 38899 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3430 members 
Mstep: Class 10 contains 44792 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 182834 members 
Mstep: Class 15 contains 18963 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 122500 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 4164 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -6.273729e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36184 members 
Mstep: Class 3 contains 39596 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 5382 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 10 contains 44805 members 
Mstep: Class 12 contains 6584 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 181246 members 
Mstep: Class 15 contains 19085 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 123036 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 4181 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -6.273662e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36257 members 
Mstep: Class 3 contains 40338 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3441 members 
Mstep: Class 10 contains 44790 members 
Mstep: Class 12 contains 6608 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 179634 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 18 contains 3228 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 123582 members 
Mstep: Class 22 contains 1472 members 
Mstep: Class 23 contains 4204 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -6.273636e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36338 members 
Mstep: Class 3 contains 41091 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 10 contains 44756 members 
Mstep: Class 12 contains 6636 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 177962 members 
Mstep: Class 15 contains 19358 members 
Mstep: Class 18 contains 3247 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 124176 members 
Mstep: Class 22 contains 1483 members 
Mstep: Class 23 contains 4226 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -6.273632e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36425 members 
Mstep: Class 3 contains 41913 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3455 members 
Mstep: Class 10 contains 44709 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 124752 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 4251 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -6.27359e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36519 members 
Mstep: Class 3 contains 42812 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3451 members 
Mstep: Class 10 contains 44677 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 174462 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 125379 members 
Mstep: Class 22 contains 1500 members 
Mstep: Class 23 contains 4277 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -6.273516e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36612 members 
Mstep: Class 3 contains 43823 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 5453 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3454 members 
Mstep: Class 10 contains 44663 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 172513 members 
Mstep: Class 15 contains 19657 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 126020 members 
Mstep: Class 22 contains 1505 members 
Mstep: Class 23 contains 4302 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -6.273522e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36691 members 
Mstep: Class 3 contains 44856 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 10 contains 44615 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 170613 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 126630 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 4318 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -6.273487e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36761 members 
Mstep: Class 3 contains 45957 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 10 contains 44549 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 168658 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 127208 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 23 contains 4354 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -6.273498e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36858 members 
Mstep: Class 3 contains 47069 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 5499 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 10 contains 44477 members 
Mstep: Class 12 contains 6872 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 166673 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 672 members 
Mstep: Class 20 contains 127823 members 
Mstep: Class 22 contains 1509 members 
Mstep: Class 23 contains 4385 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -6.273511e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36942 members 
Mstep: Class 3 contains 48207 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 10 contains 44394 members 
Mstep: Class 12 contains 6912 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 164655 members 
Mstep: Class 15 contains 20027 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 128476 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 4412 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -6.273481e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37032 members 
Mstep: Class 3 contains 49443 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 10 contains 44360 members 
Mstep: Class 12 contains 6956 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 162540 members 
Mstep: Class 15 contains 20106 members 
Mstep: Class 18 contains 3538 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 129073 members 
Mstep: Class 22 contains 1502 members 
Mstep: Class 23 contains 4448 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -6.273506e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37106 members 
Mstep: Class 3 contains 50764 members 
Mstep: Class 4 contains 2621 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 10 contains 44303 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 160427 members 
Mstep: Class 15 contains 20188 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 129606 members 
Mstep: Class 22 contains 1500 members 
Mstep: Class 23 contains 4481 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -6.273474e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37183 members 
Mstep: Class 3 contains 52088 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3524 members 
Mstep: Class 10 contains 44241 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 158296 members 
Mstep: Class 15 contains 20249 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 130188 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 4520 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -6.273444e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37273 members 
Mstep: Class 3 contains 53422 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3522 members 
Mstep: Class 10 contains 44165 members 
Mstep: Class 12 contains 7104 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 156115 members 
Mstep: Class 15 contains 20300 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 130793 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 4565 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -6.273438e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37345 members 
Mstep: Class 3 contains 54844 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3522 members 
Mstep: Class 10 contains 44080 members 
Mstep: Class 12 contains 7173 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 153974 members 
Mstep: Class 15 contains 20332 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 131297 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 4610 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -6.273446e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37424 members 
Mstep: Class 3 contains 56371 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5565 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 10 contains 44010 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 151809 members 
Mstep: Class 15 contains 20333 members 
Mstep: Class 18 contains 3772 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 131761 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 4653 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -6.273452e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37501 members 
Mstep: Class 3 contains 57889 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 10 contains 43979 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 149562 members 
Mstep: Class 15 contains 20332 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 132243 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 4702 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -6.273472e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37598 members 
Mstep: Class 3 contains 59373 members 
Mstep: Class 4 contains 2712 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 10 contains 43944 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 147361 members 
Mstep: Class 15 contains 20308 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 132750 members 
Mstep: Class 22 contains 1495 members 
Mstep: Class 23 contains 4739 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -6.273501e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37689 members 
Mstep: Class 3 contains 60852 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 10 contains 43908 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 145283 members 
Mstep: Class 15 contains 20253 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133175 members 
Mstep: Class 22 contains 1492 members 
Mstep: Class 23 contains 4769 members 
Entering Unmasked Estep 
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Score: -62735476.000000 Penalty: 58360.332031
Iteration 71Q: 19 clusters Score -6.273548e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37798 members 
Mstep: Class 3 contains 62345 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 10 contains 43865 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 143242 members 
Mstep: Class 15 contains 20184 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133591 members 
Mstep: Class 22 contains 1488 members 
Mstep: Class 23 contains 4795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62735576.000000 Penalty: 58360.332031
Iteration 72Q: 19 clusters Score -6.273558e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37881 members 
Mstep: Class 3 contains 63911 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 10 contains 43809 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 141253 members 
Mstep: Class 15 contains 20098 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133934 members 
Mstep: Class 22 contains 1488 members 
Mstep: Class 23 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62735616.000000 Penalty: 58360.332031
Iteration 73Q: 19 clusters Score -6.273562e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37977 members 
Mstep: Class 3 contains 65556 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 10 contains 43782 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 139298 members 
Mstep: Class 15 contains 20014 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 134106 members 
Mstep: Class 22 contains 1487 members 
Mstep: Class 23 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62735696.000000 Penalty: 58360.332031
Iteration 74Q: 19 clusters Score -6.27357e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38077 members 
Mstep: Class 3 contains 67256 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 10 contains 43772 members 
Mstep: Class 12 contains 7323 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 137361 members 
Mstep: Class 15 contains 19915 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 134199 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62735964.000000 Penalty: 58360.332031
Iteration 75Q: 19 clusters Score -6.273596e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38146 members 
Mstep: Class 3 contains 69030 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 10 contains 43732 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 135590 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 18 contains 4480 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 134171 members 
Mstep: Class 22 contains 1486 members 
Mstep: Class 23 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62736340.000000 Penalty: 58360.332031
Iteration 76Q: 19 clusters Score -6.273634e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38204 members 
Mstep: Class 3 contains 70780 members 
Mstep: Class 4 contains 2824 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3560 members 
Mstep: Class 10 contains 43723 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 133837 members 
Mstep: Class 15 contains 19615 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 134098 members 
Mstep: Class 22 contains 1482 members 
Mstep: Class 23 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62736792.000000 Penalty: 58360.332031
Iteration 77Q: 19 clusters Score -6.273679e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38264 members 
Mstep: Class 3 contains 72684 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 10 contains 43704 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 132124 members 
Mstep: Class 15 contains 19418 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133892 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62736992.000000 Penalty: 58360.332031
Iteration 78Q: 19 clusters Score -6.273699e+07 nChanged 3850
Entering ConstructFrom: 
Score: -62736992.000000 Penalty: 58360.332031
Entering ConstructFrom: 
Trying to split cluster 1 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17541.388672 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17541.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16579.623047 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16579.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16641.083984 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16641.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16650.863281 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -16650.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16654.595703 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -16654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16654.595703 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -16654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Entering Unmasked Estep 
Score: -5207394.000000 Penalty: 2617.259521
	Iteration 0F: 2 clusters Score -5207394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5181316.500000 Penalty: 5234.519043
	Iteration 0F: 3 clusters Score -5181316 nChanged 17561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5190921.500000 Penalty: 5234.519043
	Iteration 1F: 3 clusters Score -5190922 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5191316.000000 Penalty: 5234.519043
	Iteration 2Q: 3 clusters Score -5191316 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5191707.000000 Penalty: 5234.519043
	Iteration 3Q: 3 clusters Score -5191707 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -5192080.000000 Penalty: 5234.519043
	Iteration 4Q: 3 clusters Score -5192080 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5192538.500000 Penalty: 5234.519043
	Iteration 5Q: 3 clusters Score -5192538 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5193099.000000 Penalty: 5234.519043
	Iteration 6Q: 3 clusters Score -5193099 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5193830.500000 Penalty: 5234.519043
	Iteration 7Q: 3 clusters Score -5193830 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -5194985.000000 Penalty: 5234.519043
	Iteration 8F: 3 clusters Score -5194985 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -5196695.000000 Penalty: 5234.519043
	Iteration 9F: 3 clusters Score -5196695 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -5198843.500000 Penalty: 5234.519043
	Iteration 10F: 3 clusters Score -5198844 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5201092.000000 Penalty: 5234.519043
	Iteration 11F: 3 clusters Score -5201092 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -5203105.500000 Penalty: 5234.519043
	Iteration 12Q: 3 clusters Score -5203106 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5204899.500000 Penalty: 5234.519043
	Iteration 13Q: 3 clusters Score -5204900 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5206390.500000 Penalty: 5234.519043
	Iteration 14Q: 3 clusters Score -5206390 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -5207238.500000 Penalty: 5234.519043
	Iteration 15Q: 3 clusters Score -5207238 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5207869.000000 Penalty: 5234.519043
	Iteration 16Q: 3 clusters Score -5207869 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -5208384.500000 Penalty: 5234.519043
	Iteration 17Q: 3 clusters Score -5208384 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -5208797.500000 Penalty: 5234.519043
	Iteration 18Q: 3 clusters Score -5208798 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -5209138.500000 Penalty: 5234.519043
	Iteration 19Q: 3 clusters Score -5209138 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5209360.000000 Penalty: 5234.519043
	Iteration 20F: 3 clusters Score -5209360 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5209522.500000 Penalty: 5234.519043
	Iteration 21Q: 3 clusters Score -5209522 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -5209639.500000 Penalty: 5234.519043
	Iteration 22Q: 3 clusters Score -5209640 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -5209726.500000 Penalty: 5234.519043
	Iteration 23Q: 3 clusters Score -5209726 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -5209795.500000 Penalty: 5234.519043
	Iteration 24Q: 3 clusters Score -5209796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -5209815.000000 Penalty: 5234.519043
	Iteration 25Q: 3 clusters Score -5209815 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5209873.000000 Penalty: 5234.519043
	Iteration 26Q: 3 clusters Score -5209873 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -5209884.000000 Penalty: 5234.519043
	Iteration 27Q: 3 clusters Score -5209884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5209903.000000 Penalty: 5234.519043
	Iteration 28Q: 3 clusters Score -5209903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -5209912.500000 Penalty: 5234.519043
	Iteration 29Q: 3 clusters Score -5209912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5209921.000000 Penalty: 5234.519043
	Iteration 30Q: 3 clusters Score -5209921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -5209947.000000 Penalty: 5234.519043
	Iteration 31Q: 3 clusters Score -5209947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5209956.500000 Penalty: 5234.519043
	Iteration 32Q: 3 clusters Score -5209956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -5209973.500000 Penalty: 5234.519043
	Iteration 33Q: 3 clusters Score -5209974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5209971.500000 Penalty: 5234.519043
	Iteration 34Q: 3 clusters Score -5209972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5209975.000000 Penalty: 5234.519043
	Iteration 35Q: 3 clusters Score -5209975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -5209983.000000 Penalty: 5234.519043
	Iteration 36Q: 3 clusters Score -5209983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5209984.500000 Penalty: 5234.519043
	Iteration 37Q: 3 clusters Score -5209984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5209997.000000 Penalty: 5234.519043
	Iteration 38Q: 3 clusters Score -5209997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5209990.500000 Penalty: 5234.519043
	Iteration 39Q: 3 clusters Score -5209990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5209998.000000 Penalty: 5234.519043
	Iteration 40F: 3 clusters Score -5209998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5209991.000000 Penalty: 5234.519043
	Iteration 41Q: 3 clusters Score -5209991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -5209995.000000 Penalty: 5234.519043
	Iteration 42Q: 3 clusters Score -5209995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -5210002.000000 Penalty: 5234.519043
	Iteration 43Q: 3 clusters Score -5210002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5210011.500000 Penalty: 5234.519043
	Iteration 44Q: 3 clusters Score -5210012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5210010.000000 Penalty: 5234.519043
	Iteration 45Q: 3 clusters Score -5210010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5210008.500000 Penalty: 5234.519043
	Iteration 46Q: 3 clusters Score -5210008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5210002.000000 Penalty: 5234.519043
	Iteration 47Q: 3 clusters Score -5210002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -5210003.000000 Penalty: 5234.519043
	Iteration 48Q: 3 clusters Score -5210003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5210005.500000 Penalty: 5234.519043
	Iteration 49Q: 3 clusters Score -5210006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5210005.500000 Penalty: 5234.519043
	Iteration 50F: 3 clusters Score -5210006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 74664 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 130455 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133583 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
Score: -62739364.000000 Penalty: 61602.574219
Splitting cluster 2 changes total score from -62736992.000000 to -62739364.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (74664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Entering Unmasked Estep 
Score: -10076909.000000 Penalty: 2782.746826
	Iteration 0F: 2 clusters Score -1.007691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -10026865.000000 Penalty: 5565.493652
	Iteration 0F: 3 clusters Score -1.002686e+07 nChanged 34967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -10046902.000000 Penalty: 5565.493652
	Iteration 1F: 3 clusters Score -1.00469e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -10047863.000000 Penalty: 5565.493652
	Iteration 2Q: 3 clusters Score -1.004786e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -10049058.000000 Penalty: 5565.493652
	Iteration 3Q: 3 clusters Score -1.004906e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -10050788.000000 Penalty: 5565.493652
	Iteration 4Q: 3 clusters Score -1.005079e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -10053362.000000 Penalty: 5565.493652
	Iteration 5F: 3 clusters Score -1.005336e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -10057278.000000 Penalty: 5565.493652
	Iteration 6F: 3 clusters Score -1.005728e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -10061923.000000 Penalty: 5565.493652
	Iteration 7F: 3 clusters Score -1.006192e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -10066008.000000 Penalty: 5565.493652
	Iteration 8F: 3 clusters Score -1.006601e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -10068628.000000 Penalty: 5565.493652
	Iteration 9Q: 3 clusters Score -1.006863e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -10070312.000000 Penalty: 5565.493652
	Iteration 10Q: 3 clusters Score -1.007031e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -10071336.000000 Penalty: 5565.493652
	Iteration 11Q: 3 clusters Score -1.007134e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -10072032.000000 Penalty: 5565.493652
	Iteration 12Q: 3 clusters Score -1.007203e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -10072604.000000 Penalty: 5565.493652
	Iteration 13Q: 3 clusters Score -1.00726e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -10072946.000000 Penalty: 5565.493652
	Iteration 14Q: 3 clusters Score -1.007295e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -10073239.000000 Penalty: 5565.493652
	Iteration 15Q: 3 clusters Score -1.007324e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -10073416.000000 Penalty: 5565.493652
	Iteration 16Q: 3 clusters Score -1.007342e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -10073558.000000 Penalty: 5565.493652
	Iteration 17Q: 3 clusters Score -1.007356e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -10073682.000000 Penalty: 5565.493652
	Iteration 18Q: 3 clusters Score -1.007368e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -10073820.000000 Penalty: 5565.493652
	Iteration 19Q: 3 clusters Score -1.007382e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -10073935.000000 Penalty: 5565.493652
	Iteration 20F: 3 clusters Score -1.007394e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10073994.000000 Penalty: 5565.493652
	Iteration 21Q: 3 clusters Score -1.007399e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -10074044.000000 Penalty: 5565.493652
	Iteration 22Q: 3 clusters Score -1.007404e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -10074110.000000 Penalty: 5565.493652
	Iteration 23Q: 3 clusters Score -1.007411e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -10074193.000000 Penalty: 5565.493652
	Iteration 24Q: 3 clusters Score -1.007419e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -10074242.000000 Penalty: 5565.493652
	Iteration 25Q: 3 clusters Score -1.007424e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -10074302.000000 Penalty: 5565.493652
	Iteration 26Q: 3 clusters Score -1.00743e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -10074333.000000 Penalty: 5565.493652
	Iteration 27Q: 3 clusters Score -1.007433e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -10074372.000000 Penalty: 5565.493652
	Iteration 28Q: 3 clusters Score -1.007437e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -10074396.000000 Penalty: 5565.493652
	Iteration 29Q: 3 clusters Score -1.00744e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -10074429.000000 Penalty: 5565.493652
	Iteration 30Q: 3 clusters Score -1.007443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -10074446.000000 Penalty: 5565.493652
	Iteration 31Q: 3 clusters Score -1.007445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -10074462.000000 Penalty: 5565.493652
	Iteration 32Q: 3 clusters Score -1.007446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -10074480.000000 Penalty: 5565.493652
	Iteration 33Q: 3 clusters Score -1.007448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -10074474.000000 Penalty: 5565.493652
	Iteration 34Q: 3 clusters Score -1.007447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -10074491.000000 Penalty: 5565.493652
	Iteration 35Q: 3 clusters Score -1.007449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -10074505.000000 Penalty: 5565.493652
	Iteration 36Q: 3 clusters Score -1.00745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -10074501.000000 Penalty: 5565.493652
	Iteration 37Q: 3 clusters Score -1.00745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -10074499.000000 Penalty: 5565.493652
	Iteration 38Q: 3 clusters Score -1.00745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -10074515.000000 Penalty: 5565.493652
	Iteration 39Q: 3 clusters Score -1.007452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -10074506.000000 Penalty: 5565.493652
	Iteration 40F: 3 clusters Score -1.007451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -10074512.000000 Penalty: 5565.493652
	Iteration 41Q: 3 clusters Score -1.007451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -10074509.000000 Penalty: 5565.493652
	Iteration 42Q: 3 clusters Score -1.007451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -10074519.000000 Penalty: 5565.493652
	Iteration 43Q: 3 clusters Score -1.007452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -10074523.000000 Penalty: 5565.493652
	Iteration 44Q: 3 clusters Score -1.007452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -10074521.000000 Penalty: 5565.493652
	Iteration 45Q: 3 clusters Score -1.007452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -10074518.000000 Penalty: 5565.493652
	Iteration 46Q: 3 clusters Score -1.007452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -10074515.000000 Penalty: 5565.493652
	Iteration 47Q: 3 clusters Score -1.007452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -10074519.000000 Penalty: 5565.493652
	Iteration 48Q: 3 clusters Score -1.007452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -10074519.000000 Penalty: 5565.493652
	Iteration 49F: 3 clusters Score -1.007452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -377996.156250 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -377996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -374836.500000 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -374836.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -375490.656250 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -375490.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -375693.343750 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -375693.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -375807.531250 Penalty: 3949.185303
	Iteration 3Q: 3 clusters Score -375807.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -375935.000000 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -375935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -376073.875000 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -376073.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -376258.937500 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -376258.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -376562.750000 Penalty: 3949.185303
	Iteration 7F: 3 clusters Score -376562.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -377023.625000 Penalty: 3949.185303
	Iteration 8F: 3 clusters Score -377023.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -377566.031250 Penalty: 3949.185303
	Iteration 9F: 3 clusters Score -377566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -378033.281250 Penalty: 3949.185303
	Iteration 10F: 3 clusters Score -378033.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -378213.125000 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -378213.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -378286.531250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -378286.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -378305.625000 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -378305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -378312.781250 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -378312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -378318.437500 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -378318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -378325.000000 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -378325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -378329.781250 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -378329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -378336.406250 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -378336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -378341.375000 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -378341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378345.500000 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -378345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -378349.812500 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -378349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -378350.250000 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -378350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378351.218750 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -378351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378351.218750 Penalty: 3949.185303
	Iteration 24F: 3 clusters Score -378351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 74664 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 130455 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133583 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
Score: -62738456.000000 Penalty: 64844.812500
Splitting cluster 4 changes total score from -62736992.000000 to -62738456.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -273100.843750 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -273100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270373.312500 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -270373.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270871.250000 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -270871.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -271023.656250 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -271023.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271101.218750 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -271101.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -271151.687500 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -271151.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271189.062500 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -271189.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271216.093750 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -271216.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271240.187500 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -271240.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271258.781250 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -271258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -271272.843750 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -271272.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -271286.906250 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -271286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -271300.906250 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -271300.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -271309.906250 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -271309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -271316.781250 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -271316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -271321.593750 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -271321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271322.718750 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -271322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271324.843750 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -271324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271325.343750 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -271325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -271326.093750 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -271326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -271326.093750 Penalty: 3783.020508
	Iteration 19F: 3 clusters Score -271326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Entering Unmasked Estep 
Score: -742245.875000 Penalty: 2145.584229
	Iteration 0F: 2 clusters Score -742245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -737276.812500 Penalty: 4291.168457
	Iteration 0F: 3 clusters Score -737276.8 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -738644.125000 Penalty: 4291.168457
	Iteration 1F: 3 clusters Score -738644.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -739071.687500 Penalty: 4291.168457
	Iteration 2F: 3 clusters Score -739071.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -739558.062500 Penalty: 4291.168457
	Iteration 3F: 3 clusters Score -739558.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -740040.500000 Penalty: 4291.168457
	Iteration 4F: 3 clusters Score -740040.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -740485.687500 Penalty: 4291.168457
	Iteration 5F: 3 clusters Score -740485.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -740785.187500 Penalty: 4291.168457
	Iteration 6F: 3 clusters Score -740785.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -741023.250000 Penalty: 4291.168457
	Iteration 7Q: 3 clusters Score -741023.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -741185.187500 Penalty: 4291.168457
	Iteration 8Q: 3 clusters Score -741185.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -741278.625000 Penalty: 4291.168457
	Iteration 9Q: 3 clusters Score -741278.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -741341.875000 Penalty: 4291.168457
	Iteration 10Q: 3 clusters Score -741341.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -741392.375000 Penalty: 4291.168457
	Iteration 11Q: 3 clusters Score -741392.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -741440.562500 Penalty: 4291.168457
	Iteration 12Q: 3 clusters Score -741440.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -741473.000000 Penalty: 4291.168457
	Iteration 13Q: 3 clusters Score -741473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -741516.500000 Penalty: 4291.168457
	Iteration 14Q: 3 clusters Score -741516.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -741559.000000 Penalty: 4291.168457
	Iteration 15Q: 3 clusters Score -741559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -741598.000000 Penalty: 4291.168457
	Iteration 16Q: 3 clusters Score -741598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -741634.000000 Penalty: 4291.168457
	Iteration 17Q: 3 clusters Score -741634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -741665.875000 Penalty: 4291.168457
	Iteration 18Q: 3 clusters Score -741665.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -741693.125000 Penalty: 4291.168457
	Iteration 19Q: 3 clusters Score -741693.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -741720.937500 Penalty: 4291.168457
	Iteration 20F: 3 clusters Score -741720.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -741754.875000 Penalty: 4291.168457
	Iteration 21Q: 3 clusters Score -741754.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -741785.937500 Penalty: 4291.168457
	Iteration 22Q: 3 clusters Score -741785.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -741811.187500 Penalty: 4291.168457
	Iteration 23Q: 3 clusters Score -741811.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -741832.000000 Penalty: 4291.168457
	Iteration 24Q: 3 clusters Score -741832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -741846.250000 Penalty: 4291.168457
	Iteration 25Q: 3 clusters Score -741846.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -741858.750000 Penalty: 4291.168457
	Iteration 26Q: 3 clusters Score -741858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -741865.687500 Penalty: 4291.168457
	Iteration 27Q: 3 clusters Score -741865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -741874.125000 Penalty: 4291.168457
	Iteration 28Q: 3 clusters Score -741874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -741878.437500 Penalty: 4291.168457
	Iteration 29Q: 3 clusters Score -741878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -741880.562500 Penalty: 4291.168457
	Iteration 30Q: 3 clusters Score -741880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -741882.875000 Penalty: 4291.168457
	Iteration 31Q: 3 clusters Score -741882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -741883.625000 Penalty: 4291.168457
	Iteration 32Q: 3 clusters Score -741883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -741885.000000 Penalty: 4291.168457
	Iteration 33Q: 3 clusters Score -741885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -741886.562500 Penalty: 4291.168457
	Iteration 34Q: 3 clusters Score -741886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -741887.750000 Penalty: 4291.168457
	Iteration 35Q: 3 clusters Score -741887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -741888.250000 Penalty: 4291.168457
	Iteration 36Q: 3 clusters Score -741888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -741888.250000 Penalty: 4291.168457
	Iteration 37F: 3 clusters Score -741888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -214018.437500 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -214018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -211627.890625 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -211627.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -213564.046875 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -213564 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214918.500000 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -214918.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -216183.515625 Penalty: 3766.563477
	Iteration 3F: 3 clusters Score -216183.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -216783.453125 Penalty: 3766.563477
	Iteration 4F: 3 clusters Score -216783.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -217137.562500 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -217137.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -217242.468750 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -217242.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -217401.109375 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -217401.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -217668.562500 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -217668.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -218164.921875 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -218164.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -218360.156250 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -218360.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218410.312500 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -218410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -218432.187500 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -218432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -218436.015625 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -218436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -218438.765625 Penalty: 3766.563477
	Iteration 14F: 3 clusters Score -218438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -218445.968750 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -218446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -218452.281250 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -218452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -218458.328125 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -218458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218465.453125 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -218465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -218492.140625 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -218492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218529.859375 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -218529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -218555.390625 Penalty: 3766.563477
	Iteration 21Q: 3 clusters Score -218555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -218569.500000 Penalty: 3766.563477
	Iteration 22Q: 3 clusters Score -218569.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -218572.171875 Penalty: 3766.563477
	Iteration 23Q: 3 clusters Score -218572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -218579.937500 Penalty: 3766.563477
	Iteration 24Q: 3 clusters Score -218579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -218604.109375 Penalty: 3766.563477
	Iteration 25Q: 3 clusters Score -218604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218616.406250 Penalty: 3766.563477
	Iteration 26Q: 3 clusters Score -218616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -218621.953125 Penalty: 3766.563477
	Iteration 27Q: 3 clusters Score -218622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -218627.984375 Penalty: 3766.563477
	Iteration 28Q: 3 clusters Score -218628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -218629.671875 Penalty: 3766.563477
	Iteration 29Q: 3 clusters Score -218629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -218630.156250 Penalty: 3766.563477
	Iteration 30F: 3 clusters Score -218630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -218630.906250 Penalty: 3766.563477
	Iteration 31Q: 3 clusters Score -218630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218632.093750 Penalty: 3766.563477
	Iteration 32Q: 3 clusters Score -218632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218632.093750 Penalty: 3766.563477
	Iteration 33F: 3 clusters Score -218632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 74664 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 130455 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 133583 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
Score: -62741776.000000 Penalty: 68087.054688
Splitting cluster 7 changes total score from -62736992.000000 to -62741776.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -463386.843750 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -463386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -459793.875000 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -459793.9 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -460551.031250 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -460551 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -460743.156250 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -460743.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -460856.468750 Penalty: 4053.253418
	Iteration 3F: 3 clusters Score -460856.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -460919.187500 Penalty: 4053.253418
	Iteration 4Q: 3 clusters Score -460919.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -460956.656250 Penalty: 4053.253418
	Iteration 5Q: 3 clusters Score -460956.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -460993.562500 Penalty: 4053.253418
	Iteration 6Q: 3 clusters Score -460993.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -461024.656250 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -461024.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -461052.218750 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -461052.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -461076.000000 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -461076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -461101.812500 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -461101.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -461125.031250 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -461125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -461142.593750 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -461142.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -461156.500000 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -461156.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -461168.281250 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -461168.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -461179.156250 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -461179.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -461188.875000 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -461188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -461196.875000 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -461196.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -461210.250000 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -461210.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -461219.500000 Penalty: 4053.253418
	Iteration 19Q: 3 clusters Score -461219.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -461232.187500 Penalty: 4053.253418
	Iteration 20F: 3 clusters Score -461232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -461241.906250 Penalty: 4053.253418
	Iteration 21Q: 3 clusters Score -461241.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -461247.687500 Penalty: 4053.253418
	Iteration 22Q: 3 clusters Score -461247.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -461254.031250 Penalty: 4053.253418
	Iteration 23Q: 3 clusters Score -461254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -461260.187500 Penalty: 4053.253418
	Iteration 24Q: 3 clusters Score -461260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -461265.125000 Penalty: 4053.253418
	Iteration 25Q: 3 clusters Score -461265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -461269.687500 Penalty: 4053.253418
	Iteration 26Q: 3 clusters Score -461269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -461277.187500 Penalty: 4053.253418
	Iteration 27Q: 3 clusters Score -461277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -461284.093750 Penalty: 4053.253418
	Iteration 28Q: 3 clusters Score -461284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -461290.000000 Penalty: 4053.253418
	Iteration 29Q: 3 clusters Score -461290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -461296.093750 Penalty: 4053.253418
	Iteration 30Q: 3 clusters Score -461296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -461303.875000 Penalty: 4053.253418
	Iteration 31Q: 3 clusters Score -461303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -461314.968750 Penalty: 4053.253418
	Iteration 32Q: 3 clusters Score -461315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -461323.250000 Penalty: 4053.253418
	Iteration 33Q: 3 clusters Score -461323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -461331.062500 Penalty: 4053.253418
	Iteration 34Q: 3 clusters Score -461331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -461338.937500 Penalty: 4053.253418
	Iteration 35Q: 3 clusters Score -461338.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -461347.375000 Penalty: 4053.253418
	Iteration 36Q: 3 clusters Score -461347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -461355.343750 Penalty: 4053.253418
	Iteration 37Q: 3 clusters Score -461355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -461360.218750 Penalty: 4053.253418
	Iteration 38Q: 3 clusters Score -461360.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -461368.062500 Penalty: 4053.253418
	Iteration 39Q: 3 clusters Score -461368.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -461376.812500 Penalty: 4053.253418
	Iteration 40F: 3 clusters Score -461376.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -461387.937500 Penalty: 4053.253418
	Iteration 41Q: 3 clusters Score -461387.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -461401.062500 Penalty: 4053.253418
	Iteration 42Q: 3 clusters Score -461401.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -461411.062500 Penalty: 4053.253418
	Iteration 43Q: 3 clusters Score -461411.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -461421.562500 Penalty: 4053.253418
	Iteration 44Q: 3 clusters Score -461421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -461428.656250 Penalty: 4053.253418
	Iteration 45Q: 3 clusters Score -461428.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -461437.875000 Penalty: 4053.253418
	Iteration 46Q: 3 clusters Score -461437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -461446.218750 Penalty: 4053.253418
	Iteration 47Q: 3 clusters Score -461446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -461453.312500 Penalty: 4053.253418
	Iteration 48Q: 3 clusters Score -461453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -461461.843750 Penalty: 4053.253418
	Iteration 49Q: 3 clusters Score -461461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -461471.281250 Penalty: 4053.253418
	Iteration 50Q: 3 clusters Score -461471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -461481.375000 Penalty: 4053.253418
	Iteration 51Q: 3 clusters Score -461481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -461488.000000 Penalty: 4053.253418
	Iteration 52Q: 3 clusters Score -461488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -461493.812500 Penalty: 4053.253418
	Iteration 53Q: 3 clusters Score -461493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -461500.281250 Penalty: 4053.253418
	Iteration 54Q: 3 clusters Score -461500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -461509.562500 Penalty: 4053.253418
	Iteration 55Q: 3 clusters Score -461509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -461519.125000 Penalty: 4053.253418
	Iteration 56Q: 3 clusters Score -461519.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -461525.406250 Penalty: 4053.253418
	Iteration 57Q: 3 clusters Score -461525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -461528.125000 Penalty: 4053.253418
	Iteration 58Q: 3 clusters Score -461528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -461530.968750 Penalty: 4053.253418
	Iteration 59Q: 3 clusters Score -461531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -461534.000000 Penalty: 4053.253418
	Iteration 60F: 3 clusters Score -461534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -461536.687500 Penalty: 4053.253418
	Iteration 61Q: 3 clusters Score -461536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -461538.343750 Penalty: 4053.253418
	Iteration 62Q: 3 clusters Score -461538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -461538.343750 Penalty: 4053.253418
	Iteration 63F: 3 clusters Score -461538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Entering Unmasked Estep 
Score: -5700174.500000 Penalty: 2649.701416
	Iteration 0F: 2 clusters Score -5700174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -5670734.000000 Penalty: 5299.402832
	Iteration 0F: 3 clusters Score -5670734 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5681483.500000 Penalty: 5299.402832
	Iteration 1F: 3 clusters Score -5681484 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5682053.500000 Penalty: 5299.402832
	Iteration 2Q: 3 clusters Score -5682054 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5682577.500000 Penalty: 5299.402832
	Iteration 3Q: 3 clusters Score -5682578 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5683233.500000 Penalty: 5299.402832
	Iteration 4Q: 3 clusters Score -5683234 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5684116.000000 Penalty: 5299.402832
	Iteration 5Q: 3 clusters Score -5684116 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5685396.000000 Penalty: 5299.402832
	Iteration 6F: 3 clusters Score -5685396 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -5687239.000000 Penalty: 5299.402832
	Iteration 7F: 3 clusters Score -5687239 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5689777.500000 Penalty: 5299.402832
	Iteration 8F: 3 clusters Score -5689778 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5692516.000000 Penalty: 5299.402832
	Iteration 9F: 3 clusters Score -5692516 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5694718.000000 Penalty: 5299.402832
	Iteration 10F: 3 clusters Score -5694718 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5696128.500000 Penalty: 5299.402832
	Iteration 11Q: 3 clusters Score -5696128 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5696901.500000 Penalty: 5299.402832
	Iteration 12Q: 3 clusters Score -5696902 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5697371.500000 Penalty: 5299.402832
	Iteration 13Q: 3 clusters Score -5697372 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5697552.500000 Penalty: 5299.402832
	Iteration 14Q: 3 clusters Score -5697552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5697672.500000 Penalty: 5299.402832
	Iteration 15Q: 3 clusters Score -5697672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5697752.500000 Penalty: 5299.402832
	Iteration 16Q: 3 clusters Score -5697752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -5697798.000000 Penalty: 5299.402832
	Iteration 17Q: 3 clusters Score -5697798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5697824.000000 Penalty: 5299.402832
	Iteration 18Q: 3 clusters Score -5697824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -5697845.000000 Penalty: 5299.402832
	Iteration 19Q: 3 clusters Score -5697845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5697866.000000 Penalty: 5299.402832
	Iteration 20F: 3 clusters Score -5697866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5697883.500000 Penalty: 5299.402832
	Iteration 21Q: 3 clusters Score -5697884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5697886.000000 Penalty: 5299.402832
	Iteration 22Q: 3 clusters Score -5697886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5697893.500000 Penalty: 5299.402832
	Iteration 23Q: 3 clusters Score -5697894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5697902.500000 Penalty: 5299.402832
	Iteration 24Q: 3 clusters Score -5697902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -5697915.500000 Penalty: 5299.402832
	Iteration 25Q: 3 clusters Score -5697916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5697926.000000 Penalty: 5299.402832
	Iteration 26Q: 3 clusters Score -5697926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5697938.500000 Penalty: 5299.402832
	Iteration 27Q: 3 clusters Score -5697938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5697950.000000 Penalty: 5299.402832
	Iteration 28Q: 3 clusters Score -5697950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5697952.000000 Penalty: 5299.402832
	Iteration 29Q: 3 clusters Score -5697952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5697954.000000 Penalty: 5299.402832
	Iteration 30Q: 3 clusters Score -5697954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5697954.000000 Penalty: 5299.402832
	Iteration 31F: 3 clusters Score -5697954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -980008.750000 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -980008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -974135.875000 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -974135.9 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -975604.562500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -975604.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -975863.687500 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -975863.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -976021.812500 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -976021.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -976126.375000 Penalty: 4410.121094
	Iteration 4Q: 3 clusters Score -976126.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -976198.625000 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -976198.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -976270.562500 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -976270.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -976342.687500 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -976342.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -976413.312500 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -976413.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -976471.187500 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -976471.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -976524.125000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -976524.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -976583.750000 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -976583.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -976645.750000 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -976645.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -976701.437500 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -976701.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -976761.312500 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -976761.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -976826.937500 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -976826.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -976903.125000 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -976903.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -976978.125000 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -976978.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -977057.250000 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -977057.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -977158.125000 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -977158.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -977283.062500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -977283.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -977416.562500 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -977416.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -977563.062500 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -977563.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -977711.500000 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -977711.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -977887.187500 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -977887.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -978045.375000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -978045.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -978191.375000 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -978191.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -978295.750000 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -978295.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -978388.187500 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -978388.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -978444.812500 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -978444.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -978480.500000 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -978480.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -978501.937500 Penalty: 4410.121094
	Iteration 31Q: 3 clusters Score -978501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -978517.937500 Penalty: 4410.121094
	Iteration 32Q: 3 clusters Score -978517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -978537.375000 Penalty: 4410.121094
	Iteration 33Q: 3 clusters Score -978537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -978550.187500 Penalty: 4410.121094
	Iteration 34Q: 3 clusters Score -978550.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -978561.875000 Penalty: 4410.121094
	Iteration 35Q: 3 clusters Score -978561.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -978571.500000 Penalty: 4410.121094
	Iteration 36Q: 3 clusters Score -978571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -978578.687500 Penalty: 4410.121094
	Iteration 37Q: 3 clusters Score -978578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -978584.562500 Penalty: 4410.121094
	Iteration 38Q: 3 clusters Score -978584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -978590.250000 Penalty: 4410.121094
	Iteration 39Q: 3 clusters Score -978590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -978659.500000 Penalty: 4410.121094
	Iteration 40F: 3 clusters Score -978659.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -978757.312500 Penalty: 4410.121094
	Iteration 41Q: 3 clusters Score -978757.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -978814.125000 Penalty: 4410.121094
	Iteration 42Q: 3 clusters Score -978814.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -978846.125000 Penalty: 4410.121094
	Iteration 43Q: 3 clusters Score -978846.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -978871.437500 Penalty: 4410.121094
	Iteration 44Q: 3 clusters Score -978871.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -978896.750000 Penalty: 4410.121094
	Iteration 45Q: 3 clusters Score -978896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -978925.625000 Penalty: 4410.121094
	Iteration 46Q: 3 clusters Score -978925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -978940.312500 Penalty: 4410.121094
	Iteration 47Q: 3 clusters Score -978940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -978943.375000 Penalty: 4410.121094
	Iteration 48Q: 3 clusters Score -978943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -978942.625000 Penalty: 4410.121094
	Iteration 49Q: 3 clusters Score -978942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -978946.625000 Penalty: 4410.121094
	Iteration 50Q: 3 clusters Score -978946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -978954.750000 Penalty: 4410.121094
	Iteration 51Q: 3 clusters Score -978954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -978961.437500 Penalty: 4410.121094
	Iteration 52Q: 3 clusters Score -978961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -978967.500000 Penalty: 4410.121094
	Iteration 53Q: 3 clusters Score -978967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -978969.000000 Penalty: 4410.121094
	Iteration 54Q: 3 clusters Score -978969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -978969.875000 Penalty: 4410.121094
	Iteration 55Q: 3 clusters Score -978969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -978971.500000 Penalty: 4410.121094
	Iteration 56Q: 3 clusters Score -978971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -978974.625000 Penalty: 4410.121094
	Iteration 57F: 3 clusters Score -978974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -978983.750000 Penalty: 4410.121094
	Iteration 58Q: 3 clusters Score -978983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -978991.187500 Penalty: 4410.121094
	Iteration 59Q: 3 clusters Score -978991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -978996.437500 Penalty: 4410.121094
	Iteration 60F: 3 clusters Score -978996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -979013.937500 Penalty: 4410.121094
	Iteration 61Q: 3 clusters Score -979013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -979026.625000 Penalty: 4410.121094
	Iteration 62Q: 3 clusters Score -979026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -979041.000000 Penalty: 4410.121094
	Iteration 63Q: 3 clusters Score -979041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -979050.312500 Penalty: 4410.121094
	Iteration 64Q: 3 clusters Score -979050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -979053.562500 Penalty: 4410.121094
	Iteration 65Q: 3 clusters Score -979053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -979054.187500 Penalty: 4410.121094
	Iteration 66Q: 3 clusters Score -979054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -979055.562500 Penalty: 4410.121094
	Iteration 67Q: 3 clusters Score -979055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -979055.562500 Penalty: 4410.121094
	Iteration 68F: 3 clusters Score -979055.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -64220.832031 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -64220.83 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 279 members 
Entering Unmasked Estep 
Score: -62749.605469 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62749.61 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63108.503906 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -63108.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63255.710938 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -63255.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63405.691406 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -63405.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63641.371094 Penalty: 3133.313721
	Iteration 4F: 3 clusters Score -63641.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63742.296875 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63782.324219 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63782.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63821.074219 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63821.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63846.894531 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63846.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63869.726562 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63869.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63892.035156 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63892.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63899.843750 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63899.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63914.070312 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -63914.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63918.324219 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -63918.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63918.324219 Penalty: 3133.313721
	Iteration 14F: 3 clusters Score -63918.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (130455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Entering Unmasked Estep 
Score: -17494710.000000 Penalty: 2921.138428
	Iteration 0F: 2 clusters Score -1.749471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -17413828.000000 Penalty: 5842.276855
	Iteration 0F: 3 clusters Score -1.741383e+07 nChanged 62049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -17449972.000000 Penalty: 5842.276855
	Iteration 1F: 3 clusters Score -1.744997e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -17451264.000000 Penalty: 5842.276855
	Iteration 2Q: 3 clusters Score -1.745126e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -17453048.000000 Penalty: 5842.276855
	Iteration 3Q: 3 clusters Score -1.745305e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -17455660.000000 Penalty: 5842.276855
	Iteration 4Q: 3 clusters Score -1.745566e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -17459600.000000 Penalty: 5842.276855
	Iteration 5F: 3 clusters Score -1.74596e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -17465256.000000 Penalty: 5842.276855
	Iteration 6F: 3 clusters Score -1.746526e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -17471884.000000 Penalty: 5842.276855
	Iteration 7F: 3 clusters Score -1.747188e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -17478382.000000 Penalty: 5842.276855
	Iteration 8F: 3 clusters Score -1.747838e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -17483086.000000 Penalty: 5842.276855
	Iteration 9Q: 3 clusters Score -1.748309e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -17485730.000000 Penalty: 5842.276855
	Iteration 10Q: 3 clusters Score -1.748573e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -17487070.000000 Penalty: 5842.276855
	Iteration 11Q: 3 clusters Score -1.748707e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 111484 members 
Entering Unmasked Estep 
Score: -17487874.000000 Penalty: 5842.276855
	Iteration 12Q: 3 clusters Score -1.748787e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 112679 members 
Entering Unmasked Estep 
Score: -17488298.000000 Penalty: 5842.276855
	Iteration 13Q: 3 clusters Score -1.74883e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -17488762.000000 Penalty: 5842.276855
	Iteration 14Q: 3 clusters Score -1.748876e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -17489104.000000 Penalty: 5842.276855
	Iteration 15Q: 3 clusters Score -1.74891e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 115421 members 
Entering Unmasked Estep 
Score: -17489372.000000 Penalty: 5842.276855
	Iteration 16Q: 3 clusters Score -1.748937e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -17489782.000000 Penalty: 5842.276855
	Iteration 17Q: 3 clusters Score -1.748978e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -17489954.000000 Penalty: 5842.276855
	Iteration 18Q: 3 clusters Score -1.748995e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -17490220.000000 Penalty: 5842.276855
	Iteration 19Q: 3 clusters Score -1.749022e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -17490368.000000 Penalty: 5842.276855
	Iteration 20F: 3 clusters Score -1.749037e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 118662 members 
Entering Unmasked Estep 
Score: -17490510.000000 Penalty: 5842.276855
	Iteration 21Q: 3 clusters Score -1.749051e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 119098 members 
Entering Unmasked Estep 
Score: -17490648.000000 Penalty: 5842.276855
	Iteration 22Q: 3 clusters Score -1.749065e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -17490832.000000 Penalty: 5842.276855
	Iteration 23Q: 3 clusters Score -1.749083e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -17490946.000000 Penalty: 5842.276855
	Iteration 24Q: 3 clusters Score -1.749095e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -17490988.000000 Penalty: 5842.276855
	Iteration 25Q: 3 clusters Score -1.749099e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 120502 members 
Entering Unmasked Estep 
Score: -17491040.000000 Penalty: 5842.276855
	Iteration 26Q: 3 clusters Score -1.749104e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -17491122.000000 Penalty: 5842.276855
	Iteration 27Q: 3 clusters Score -1.749112e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -17491190.000000 Penalty: 5842.276855
	Iteration 28Q: 3 clusters Score -1.749119e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -17491242.000000 Penalty: 5842.276855
	Iteration 29Q: 3 clusters Score -1.749124e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -17491274.000000 Penalty: 5842.276855
	Iteration 30Q: 3 clusters Score -1.749127e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -17491300.000000 Penalty: 5842.276855
	Iteration 31Q: 3 clusters Score -1.74913e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 121897 members 
Entering Unmasked Estep 
Score: -17491312.000000 Penalty: 5842.276855
	Iteration 32Q: 3 clusters Score -1.749131e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
Score: -17491428.000000 Penalty: 5842.276855
	Iteration 33Q: 3 clusters Score -1.749143e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -17491478.000000 Penalty: 5842.276855
	Iteration 34Q: 3 clusters Score -1.749148e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 122477 members 
Entering Unmasked Estep 
Score: -17491548.000000 Penalty: 5842.276855
	Iteration 35Q: 3 clusters Score -1.749155e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -17491674.000000 Penalty: 5842.276855
	Iteration 36Q: 3 clusters Score -1.749167e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -17491654.000000 Penalty: 5842.276855
	Iteration 37Q: 3 clusters Score -1.749165e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 123020 members 
Entering Unmasked Estep 
Score: -17491682.000000 Penalty: 5842.276855
	Iteration 38Q: 3 clusters Score -1.749168e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -17491750.000000 Penalty: 5842.276855
	Iteration 39Q: 3 clusters Score -1.749175e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -17491814.000000 Penalty: 5842.276855
	Iteration 40F: 3 clusters Score -1.749181e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -17491844.000000 Penalty: 5842.276855
	Iteration 41Q: 3 clusters Score -1.749184e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -17491884.000000 Penalty: 5842.276855
	Iteration 42Q: 3 clusters Score -1.749188e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -17491898.000000 Penalty: 5842.276855
	Iteration 43Q: 3 clusters Score -1.74919e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -17491922.000000 Penalty: 5842.276855
	Iteration 44Q: 3 clusters Score -1.749192e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 123732 members 
Entering Unmasked Estep 
Score: -17491968.000000 Penalty: 5842.276855
	Iteration 45Q: 3 clusters Score -1.749197e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -17492004.000000 Penalty: 5842.276855
	Iteration 46Q: 3 clusters Score -1.7492e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -17492044.000000 Penalty: 5842.276855
	Iteration 47Q: 3 clusters Score -1.749204e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 123880 members 
Entering Unmasked Estep 
Score: -17492046.000000 Penalty: 5842.276855
	Iteration 48Q: 3 clusters Score -1.749205e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -17492048.000000 Penalty: 5842.276855
	Iteration 49Q: 3 clusters Score -1.749205e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -17492054.000000 Penalty: 5842.276855
	Iteration 50Q: 3 clusters Score -1.749205e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -17492070.000000 Penalty: 5842.276855
	Iteration 51Q: 3 clusters Score -1.749207e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 123983 members 
Entering Unmasked Estep 
Score: -17492068.000000 Penalty: 5842.276855
	Iteration 52Q: 3 clusters Score -1.749207e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -17492090.000000 Penalty: 5842.276855
	Iteration 53Q: 3 clusters Score -1.749209e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -17492090.000000 Penalty: 5842.276855
	Iteration 54Q: 3 clusters Score -1.749209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -17492106.000000 Penalty: 5842.276855
	Iteration 55Q: 3 clusters Score -1.749211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -17492120.000000 Penalty: 5842.276855
	Iteration 56Q: 3 clusters Score -1.749212e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 124119 members 
Entering Unmasked Estep 
Score: -17492106.000000 Penalty: 5842.276855
	Iteration 57Q: 3 clusters Score -1.749211e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -17492124.000000 Penalty: 5842.276855
	Iteration 58Q: 3 clusters Score -1.749212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -17492176.000000 Penalty: 5842.276855
	Iteration 59Q: 3 clusters Score -1.749218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -17492158.000000 Penalty: 5842.276855
	Iteration 60F: 3 clusters Score -1.749216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -17492180.000000 Penalty: 5842.276855
	Iteration 61Q: 3 clusters Score -1.749218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 124293 members 
Entering Unmasked Estep 
Score: -17492148.000000 Penalty: 5842.276855
	Iteration 62Q: 3 clusters Score -1.749215e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -17492176.000000 Penalty: 5842.276855
	Iteration 63Q: 3 clusters Score -1.749218e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -17492212.000000 Penalty: 5842.276855
	Iteration 64Q: 3 clusters Score -1.749221e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -17492230.000000 Penalty: 5842.276855
	Iteration 65Q: 3 clusters Score -1.749223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -17492242.000000 Penalty: 5842.276855
	Iteration 66Q: 3 clusters Score -1.749224e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -17492266.000000 Penalty: 5842.276855
	Iteration 67Q: 3 clusters Score -1.749227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -17492262.000000 Penalty: 5842.276855
	Iteration 68Q: 3 clusters Score -1.749226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -17492268.000000 Penalty: 5842.276855
	Iteration 69Q: 3 clusters Score -1.749227e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 124549 members 
Entering Unmasked Estep 
Score: -17492288.000000 Penalty: 5842.276855
	Iteration 70Q: 3 clusters Score -1.749229e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -17492314.000000 Penalty: 5842.276855
	Iteration 71Q: 3 clusters Score -1.749231e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -17492320.000000 Penalty: 5842.276855
	Iteration 72Q: 3 clusters Score -1.749232e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -17492344.000000 Penalty: 5842.276855
	Iteration 73Q: 3 clusters Score -1.749234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 124676 members 
Entering Unmasked Estep 
Score: -17492356.000000 Penalty: 5842.276855
	Iteration 74Q: 3 clusters Score -1.749236e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -17492340.000000 Penalty: 5842.276855
	Iteration 75Q: 3 clusters Score -1.749234e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 124725 members 
Entering Unmasked Estep 
Score: -17492332.000000 Penalty: 5842.276855
	Iteration 76Q: 3 clusters Score -1.749233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 124735 members 
Entering Unmasked Estep 
Score: -17492356.000000 Penalty: 5842.276855
	Iteration 77Q: 3 clusters Score -1.749236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -17492348.000000 Penalty: 5842.276855
	Iteration 78Q: 3 clusters Score -1.749235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -17492338.000000 Penalty: 5842.276855
	Iteration 79Q: 3 clusters Score -1.749234e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
Score: -17492346.000000 Penalty: 5842.276855
	Iteration 80F: 3 clusters Score -1.749235e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -17492364.000000 Penalty: 5842.276855
	Iteration 81Q: 3 clusters Score -1.749236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -17492380.000000 Penalty: 5842.276855
	Iteration 82Q: 3 clusters Score -1.749238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 124850 members 
Entering Unmasked Estep 
Score: -17492386.000000 Penalty: 5842.276855
	Iteration 83Q: 3 clusters Score -1.749239e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -17492384.000000 Penalty: 5842.276855
	Iteration 84Q: 3 clusters Score -1.749238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -17492408.000000 Penalty: 5842.276855
	Iteration 85Q: 3 clusters Score -1.749241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -17492418.000000 Penalty: 5842.276855
	Iteration 86Q: 3 clusters Score -1.749242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -17492416.000000 Penalty: 5842.276855
	Iteration 87Q: 3 clusters Score -1.749242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -17492410.000000 Penalty: 5842.276855
	Iteration 88Q: 3 clusters Score -1.749241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -17492418.000000 Penalty: 5842.276855
	Iteration 89Q: 3 clusters Score -1.749242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -17492410.000000 Penalty: 5842.276855
	Iteration 90Q: 3 clusters Score -1.749241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -17492428.000000 Penalty: 5842.276855
	Iteration 91Q: 3 clusters Score -1.749243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -17492432.000000 Penalty: 5842.276855
	Iteration 92Q: 3 clusters Score -1.749243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 124950 members 
Entering Unmasked Estep 
Score: -17492432.000000 Penalty: 5842.276855
	Iteration 93Q: 3 clusters Score -1.749243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -17492424.000000 Penalty: 5842.276855
	Iteration 94Q: 3 clusters Score -1.749242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 124960 members 
Entering Unmasked Estep 
Score: -17492438.000000 Penalty: 5842.276855
	Iteration 95Q: 3 clusters Score -1.749244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -17492430.000000 Penalty: 5842.276855
	Iteration 96Q: 3 clusters Score -1.749243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -17492432.000000 Penalty: 5842.276855
	Iteration 97Q: 3 clusters Score -1.749243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -17492458.000000 Penalty: 5842.276855
	Iteration 98Q: 3 clusters Score -1.749246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -17492458.000000 Penalty: 5842.276855
	Iteration 99Q: 3 clusters Score -1.749246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -17492460.000000 Penalty: 5842.276855
	Iteration 100F: 3 clusters Score -1.749246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -17492452.000000 Penalty: 5842.276855
	Iteration 101Q: 3 clusters Score -1.749245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -17492442.000000 Penalty: 5842.276855
	Iteration 102Q: 3 clusters Score -1.749244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -17492454.000000 Penalty: 5842.276855
	Iteration 103Q: 3 clusters Score -1.749245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -17492452.000000 Penalty: 5842.276855
	Iteration 104Q: 3 clusters Score -1.749245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -17492452.000000 Penalty: 5842.276855
	Iteration 105Q: 3 clusters Score -1.749245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -17492448.000000 Penalty: 5842.276855
	Iteration 106Q: 3 clusters Score -1.749245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -17492446.000000 Penalty: 5842.276855
	Iteration 107Q: 3 clusters Score -1.749245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -17492462.000000 Penalty: 5842.276855
	Iteration 108Q: 3 clusters Score -1.749246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 124997 members 
Entering Unmasked Estep 
Score: -17492466.000000 Penalty: 5842.276855
	Iteration 109Q: 3 clusters Score -1.749247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -17492474.000000 Penalty: 5842.276855
	Iteration 110Q: 3 clusters Score -1.749247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -17492476.000000 Penalty: 5842.276855
	Iteration 111Q: 3 clusters Score -1.749248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -17492472.000000 Penalty: 5842.276855
	Iteration 112Q: 3 clusters Score -1.749247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -17492490.000000 Penalty: 5842.276855
	Iteration 113Q: 3 clusters Score -1.749249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 125002 members 
Entering Unmasked Estep 
Score: -17492476.000000 Penalty: 5842.276855
	Iteration 114Q: 3 clusters Score -1.749248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -17492484.000000 Penalty: 5842.276855
	Iteration 115Q: 3 clusters Score -1.749248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -17492476.000000 Penalty: 5842.276855
	Iteration 116Q: 3 clusters Score -1.749248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 125013 members 
Entering Unmasked Estep 
Score: -17492468.000000 Penalty: 5842.276855
	Iteration 117Q: 3 clusters Score -1.749247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -17492476.000000 Penalty: 5842.276855
	Iteration 118Q: 3 clusters Score -1.749248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -17492484.000000 Penalty: 5842.276855
	Iteration 119Q: 3 clusters Score -1.749248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -17492474.000000 Penalty: 5842.276855
	Iteration 120F: 3 clusters Score -1.749247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -17492490.000000 Penalty: 5842.276855
	Iteration 121Q: 3 clusters Score -1.749249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 125024 members 
Entering Unmasked Estep 
Score: -17492492.000000 Penalty: 5842.276855
	Iteration 122Q: 3 clusters Score -1.749249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -17492498.000000 Penalty: 5842.276855
	Iteration 123Q: 3 clusters Score -1.74925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -17492488.000000 Penalty: 5842.276855
	Iteration 124Q: 3 clusters Score -1.749249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -17492508.000000 Penalty: 5842.276855
	Iteration 125Q: 3 clusters Score -1.749251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -17492510.000000 Penalty: 5842.276855
	Iteration 126Q: 3 clusters Score -1.749251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -17492494.000000 Penalty: 5842.276855
	Iteration 127Q: 3 clusters Score -1.749249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 125042 members 
Entering Unmasked Estep 
Score: -17492496.000000 Penalty: 5842.276855
	Iteration 128Q: 3 clusters Score -1.74925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -17492510.000000 Penalty: 5842.276855
	Iteration 129Q: 3 clusters Score -1.749251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -17492522.000000 Penalty: 5842.276855
	Iteration 130Q: 3 clusters Score -1.749252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -17492536.000000 Penalty: 5842.276855
	Iteration 131Q: 3 clusters Score -1.749254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 125059 members 
Entering Unmasked Estep 
Score: -17492514.000000 Penalty: 5842.276855
	Iteration 132Q: 3 clusters Score -1.749251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 125058 members 
Entering Unmasked Estep 
Score: -17492522.000000 Penalty: 5842.276855
	Iteration 133Q: 3 clusters Score -1.749252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -17492508.000000 Penalty: 5842.276855
	Iteration 134Q: 3 clusters Score -1.749251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -17492516.000000 Penalty: 5842.276855
	Iteration 135Q: 3 clusters Score -1.749252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -17492512.000000 Penalty: 5842.276855
	Iteration 136Q: 3 clusters Score -1.749251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -17492508.000000 Penalty: 5842.276855
	Iteration 137Q: 3 clusters Score -1.749251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -17492500.000000 Penalty: 5842.276855
	Iteration 138Q: 3 clusters Score -1.74925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -17492500.000000 Penalty: 5842.276855
	Iteration 139Q: 3 clusters Score -1.74925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -17492508.000000 Penalty: 5842.276855
	Iteration 140F: 3 clusters Score -1.749251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -17492516.000000 Penalty: 5842.276855
	Iteration 141Q: 3 clusters Score -1.749252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -17492502.000000 Penalty: 5842.276855
	Iteration 142Q: 3 clusters Score -1.74925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -17492498.000000 Penalty: 5842.276855
	Iteration 143Q: 3 clusters Score -1.74925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 125125 members 
Entering Unmasked Estep 
Score: -17492514.000000 Penalty: 5842.276855
	Iteration 144Q: 3 clusters Score -1.749251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 125134 members 
Entering Unmasked Estep 
Score: -17492548.000000 Penalty: 5842.276855
	Iteration 145Q: 3 clusters Score -1.749255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 125154 members 
Entering Unmasked Estep 
Score: -17492534.000000 Penalty: 5842.276855
	Iteration 146Q: 3 clusters Score -1.749253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 125167 members 
Entering Unmasked Estep 
Score: -17492536.000000 Penalty: 5842.276855
	Iteration 147Q: 3 clusters Score -1.749254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -17492530.000000 Penalty: 5842.276855
	Iteration 148Q: 3 clusters Score -1.749253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -17492536.000000 Penalty: 5842.276855
	Iteration 149Q: 3 clusters Score -1.749254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -17492524.000000 Penalty: 5842.276855
	Iteration 150Q: 3 clusters Score -1.749252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -17492566.000000 Penalty: 5842.276855
	Iteration 151Q: 3 clusters Score -1.749257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -17492564.000000 Penalty: 5842.276855
	Iteration 152Q: 3 clusters Score -1.749256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -17492562.000000 Penalty: 5842.276855
	Iteration 153Q: 3 clusters Score -1.749256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -17492576.000000 Penalty: 5842.276855
	Iteration 154Q: 3 clusters Score -1.749258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 125216 members 
Entering Unmasked Estep 
Score: -17492572.000000 Penalty: 5842.276855
	Iteration 155Q: 3 clusters Score -1.749257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -17492578.000000 Penalty: 5842.276855
	Iteration 156Q: 3 clusters Score -1.749258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -17492572.000000 Penalty: 5842.276855
	Iteration 157Q: 3 clusters Score -1.749257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 125231 members 
Entering Unmasked Estep 
Score: -17492580.000000 Penalty: 5842.276855
	Iteration 158Q: 3 clusters Score -1.749258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -17492578.000000 Penalty: 5842.276855
	Iteration 159Q: 3 clusters Score -1.749258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -17492600.000000 Penalty: 5842.276855
	Iteration 160F: 3 clusters Score -1.74926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 125247 members 
Entering Unmasked Estep 
Score: -17492604.000000 Penalty: 5842.276855
	Iteration 161Q: 3 clusters Score -1.74926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 125257 members 
Entering Unmasked Estep 
Score: -17492610.000000 Penalty: 5842.276855
	Iteration 162Q: 3 clusters Score -1.749261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -17492620.000000 Penalty: 5842.276855
	Iteration 163Q: 3 clusters Score -1.749262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -17492620.000000 Penalty: 5842.276855
	Iteration 164Q: 3 clusters Score -1.749262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -17492600.000000 Penalty: 5842.276855
	Iteration 165Q: 3 clusters Score -1.74926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -17492610.000000 Penalty: 5842.276855
	Iteration 166Q: 3 clusters Score -1.749261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -17492594.000000 Penalty: 5842.276855
	Iteration 167Q: 3 clusters Score -1.749259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -17492608.000000 Penalty: 5842.276855
	Iteration 168Q: 3 clusters Score -1.749261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -17492608.000000 Penalty: 5842.276855
	Iteration 169Q: 3 clusters Score -1.749261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 125310 members 
Entering Unmasked Estep 
Score: -17492612.000000 Penalty: 5842.276855
	Iteration 170Q: 3 clusters Score -1.749261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -17492606.000000 Penalty: 5842.276855
	Iteration 171Q: 3 clusters Score -1.749261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -17492602.000000 Penalty: 5842.276855
	Iteration 172Q: 3 clusters Score -1.74926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 125327 members 
Entering Unmasked Estep 
Score: -17492618.000000 Penalty: 5842.276855
	Iteration 173Q: 3 clusters Score -1.749262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 125335 members 
Entering Unmasked Estep 
Score: -17492628.000000 Penalty: 5842.276855
	Iteration 174Q: 3 clusters Score -1.749263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -17492634.000000 Penalty: 5842.276855
	Iteration 175Q: 3 clusters Score -1.749263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -17492646.000000 Penalty: 5842.276855
	Iteration 176Q: 3 clusters Score -1.749265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -17492650.000000 Penalty: 5842.276855
	Iteration 177Q: 3 clusters Score -1.749265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -17492640.000000 Penalty: 5842.276855
	Iteration 178Q: 3 clusters Score -1.749264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -17492644.000000 Penalty: 5842.276855
	Iteration 179Q: 3 clusters Score -1.749264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -17492650.000000 Penalty: 5842.276855
	Iteration 180F: 3 clusters Score -1.749265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -17492654.000000 Penalty: 5842.276855
	Iteration 181Q: 3 clusters Score -1.749265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -17492652.000000 Penalty: 5842.276855
	Iteration 182Q: 3 clusters Score -1.749265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -17492658.000000 Penalty: 5842.276855
	Iteration 183Q: 3 clusters Score -1.749266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -17492660.000000 Penalty: 5842.276855
	Iteration 184Q: 3 clusters Score -1.749266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -17492648.000000 Penalty: 5842.276855
	Iteration 185Q: 3 clusters Score -1.749265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -17492644.000000 Penalty: 5842.276855
	Iteration 186Q: 3 clusters Score -1.749264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 125426 members 
Entering Unmasked Estep 
Score: -17492652.000000 Penalty: 5842.276855
	Iteration 187Q: 3 clusters Score -1.749265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 125435 members 
Entering Unmasked Estep 
Score: -17492642.000000 Penalty: 5842.276855
	Iteration 188Q: 3 clusters Score -1.749264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -17492650.000000 Penalty: 5842.276855
	Iteration 189Q: 3 clusters Score -1.749265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -17492640.000000 Penalty: 5842.276855
	Iteration 190Q: 3 clusters Score -1.749264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -17492646.000000 Penalty: 5842.276855
	Iteration 191Q: 3 clusters Score -1.749265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -17492638.000000 Penalty: 5842.276855
	Iteration 192Q: 3 clusters Score -1.749264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 125466 members 
Entering Unmasked Estep 
Score: -17492662.000000 Penalty: 5842.276855
	Iteration 193Q: 3 clusters Score -1.749266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 125467 members 
Entering Unmasked Estep 
Score: -17492650.000000 Penalty: 5842.276855
	Iteration 194Q: 3 clusters Score -1.749265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -17492642.000000 Penalty: 5842.276855
	Iteration 195Q: 3 clusters Score -1.749264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -17492646.000000 Penalty: 5842.276855
	Iteration 196Q: 3 clusters Score -1.749265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -17492654.000000 Penalty: 5842.276855
	Iteration 197Q: 3 clusters Score -1.749265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 125474 members 
Entering Unmasked Estep 
Score: -17492656.000000 Penalty: 5842.276855
	Iteration 198Q: 3 clusters Score -1.749266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 125474 members 
Entering Unmasked Estep 
Score: -17492656.000000 Penalty: 5842.276855
	Iteration 199F: 3 clusters Score -1.749266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Entering Unmasked Estep 
Score: -2584071.500000 Penalty: 2446.044434
	Iteration 0F: 2 clusters Score -2584072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2570502.250000 Penalty: 4892.088867
	Iteration 0F: 3 clusters Score -2570502 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2574949.250000 Penalty: 4892.088867
	Iteration 1F: 3 clusters Score -2574949 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2575321.250000 Penalty: 4892.088867
	Iteration 2F: 3 clusters Score -2575321 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2575591.000000 Penalty: 4892.088867
	Iteration 3Q: 3 clusters Score -2575591 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2575834.250000 Penalty: 4892.088867
	Iteration 4Q: 3 clusters Score -2575834 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2576056.750000 Penalty: 4892.088867
	Iteration 5Q: 3 clusters Score -2576057 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2576298.000000 Penalty: 4892.088867
	Iteration 6Q: 3 clusters Score -2576298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2576547.000000 Penalty: 4892.088867
	Iteration 7Q: 3 clusters Score -2576547 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2576817.250000 Penalty: 4892.088867
	Iteration 8Q: 3 clusters Score -2576817 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2577185.250000 Penalty: 4892.088867
	Iteration 9Q: 3 clusters Score -2577185 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2577641.500000 Penalty: 4892.088867
	Iteration 10Q: 3 clusters Score -2577642 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2578121.000000 Penalty: 4892.088867
	Iteration 11Q: 3 clusters Score -2578121 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2578651.500000 Penalty: 4892.088867
	Iteration 12Q: 3 clusters Score -2578652 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2579206.750000 Penalty: 4892.088867
	Iteration 13Q: 3 clusters Score -2579207 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2579707.250000 Penalty: 4892.088867
	Iteration 14Q: 3 clusters Score -2579707 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2580072.000000 Penalty: 4892.088867
	Iteration 15Q: 3 clusters Score -2580072 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2580251.750000 Penalty: 4892.088867
	Iteration 16Q: 3 clusters Score -2580252 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2580359.000000 Penalty: 4892.088867
	Iteration 17Q: 3 clusters Score -2580359 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2580409.250000 Penalty: 4892.088867
	Iteration 18Q: 3 clusters Score -2580409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2580433.750000 Penalty: 4892.088867
	Iteration 19Q: 3 clusters Score -2580434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2580447.000000 Penalty: 4892.088867
	Iteration 20F: 3 clusters Score -2580447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2580469.500000 Penalty: 4892.088867
	Iteration 21Q: 3 clusters Score -2580470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2580477.750000 Penalty: 4892.088867
	Iteration 22Q: 3 clusters Score -2580478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2580486.000000 Penalty: 4892.088867
	Iteration 23Q: 3 clusters Score -2580486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2580493.250000 Penalty: 4892.088867
	Iteration 24Q: 3 clusters Score -2580493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2580511.500000 Penalty: 4892.088867
	Iteration 25Q: 3 clusters Score -2580512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2580521.250000 Penalty: 4892.088867
	Iteration 26Q: 3 clusters Score -2580521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2580534.750000 Penalty: 4892.088867
	Iteration 27Q: 3 clusters Score -2580535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2580544.750000 Penalty: 4892.088867
	Iteration 28Q: 3 clusters Score -2580545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2580560.500000 Penalty: 4892.088867
	Iteration 29Q: 3 clusters Score -2580560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2580559.500000 Penalty: 4892.088867
	Iteration 30Q: 3 clusters Score -2580560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2580566.750000 Penalty: 4892.088867
	Iteration 31Q: 3 clusters Score -2580567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2580570.000000 Penalty: 4892.088867
	Iteration 32Q: 3 clusters Score -2580570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2580572.000000 Penalty: 4892.088867
	Iteration 33Q: 3 clusters Score -2580572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2580568.000000 Penalty: 4892.088867
	Iteration 34Q: 3 clusters Score -2580568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2580569.500000 Penalty: 4892.088867
	Iteration 35Q: 3 clusters Score -2580570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2580566.750000 Penalty: 4892.088867
	Iteration 36Q: 3 clusters Score -2580567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2580572.000000 Penalty: 4892.088867
	Iteration 37Q: 3 clusters Score -2580572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2580572.750000 Penalty: 4892.088867
	Iteration 38Q: 3 clusters Score -2580573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2580571.500000 Penalty: 4892.088867
	Iteration 39Q: 3 clusters Score -2580572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2580575.250000 Penalty: 4892.088867
	Iteration 40F: 3 clusters Score -2580575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2580576.250000 Penalty: 4892.088867
	Iteration 41Q: 3 clusters Score -2580576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2580575.750000 Penalty: 4892.088867
	Iteration 42Q: 3 clusters Score -2580576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2580572.000000 Penalty: 4892.088867
	Iteration 43Q: 3 clusters Score -2580572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2580569.750000 Penalty: 4892.088867
	Iteration 44Q: 3 clusters Score -2580570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2580572.750000 Penalty: 4892.088867
	Iteration 45Q: 3 clusters Score -2580573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2580576.250000 Penalty: 4892.088867
	Iteration 46Q: 3 clusters Score -2580576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2580573.000000 Penalty: 4892.088867
	Iteration 47Q: 3 clusters Score -2580573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2580574.750000 Penalty: 4892.088867
	Iteration 48Q: 3 clusters Score -2580575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2580572.500000 Penalty: 4892.088867
	Iteration 49Q: 3 clusters Score -2580572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2580571.750000 Penalty: 4892.088867
	Iteration 50Q: 3 clusters Score -2580572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2580571.250000 Penalty: 4892.088867
	Iteration 51Q: 3 clusters Score -2580571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2580572.750000 Penalty: 4892.088867
	Iteration 52Q: 3 clusters Score -2580573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2580574.750000 Penalty: 4892.088867
	Iteration 53Q: 3 clusters Score -2580575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2580577.750000 Penalty: 4892.088867
	Iteration 54Q: 3 clusters Score -2580578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2580580.750000 Penalty: 4892.088867
	Iteration 55Q: 3 clusters Score -2580581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2580582.250000 Penalty: 4892.088867
	Iteration 56Q: 3 clusters Score -2580582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2580581.750000 Penalty: 4892.088867
	Iteration 57Q: 3 clusters Score -2580582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2580582.500000 Penalty: 4892.088867
	Iteration 58Q: 3 clusters Score -2580582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2580585.750000 Penalty: 4892.088867
	Iteration 59Q: 3 clusters Score -2580586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2580587.250000 Penalty: 4892.088867
	Iteration 60F: 3 clusters Score -2580587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2580586.750000 Penalty: 4892.088867
	Iteration 61Q: 3 clusters Score -2580587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2580588.500000 Penalty: 4892.088867
	Iteration 62Q: 3 clusters Score -2580588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2580588.500000 Penalty: 4892.088867
	Iteration 63F: 3 clusters Score -2580588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -674310.687500 Penalty: 2110.321777
	Iteration 0F: 2 clusters Score -674310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -669816.500000 Penalty: 4220.643555
	Iteration 0F: 3 clusters Score -669816.5 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -670868.312500 Penalty: 4220.643555
	Iteration 1F: 3 clusters Score -670868.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -671113.250000 Penalty: 4220.643555
	Iteration 2F: 3 clusters Score -671113.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -671261.187500 Penalty: 4220.643555
	Iteration 3F: 3 clusters Score -671261.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -671354.312500 Penalty: 4220.643555
	Iteration 4Q: 3 clusters Score -671354.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -671403.312500 Penalty: 4220.643555
	Iteration 5Q: 3 clusters Score -671403.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -671434.500000 Penalty: 4220.643555
	Iteration 6Q: 3 clusters Score -671434.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -671463.687500 Penalty: 4220.643555
	Iteration 7Q: 3 clusters Score -671463.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -671493.625000 Penalty: 4220.643555
	Iteration 8Q: 3 clusters Score -671493.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -671515.875000 Penalty: 4220.643555
	Iteration 9Q: 3 clusters Score -671515.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -671536.625000 Penalty: 4220.643555
	Iteration 10Q: 3 clusters Score -671536.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -671550.750000 Penalty: 4220.643555
	Iteration 11Q: 3 clusters Score -671550.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -671558.687500 Penalty: 4220.643555
	Iteration 12Q: 3 clusters Score -671558.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -671565.000000 Penalty: 4220.643555
	Iteration 13Q: 3 clusters Score -671565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -671571.437500 Penalty: 4220.643555
	Iteration 14Q: 3 clusters Score -671571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -671579.250000 Penalty: 4220.643555
	Iteration 15Q: 3 clusters Score -671579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -671587.687500 Penalty: 4220.643555
	Iteration 16Q: 3 clusters Score -671587.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -671589.937500 Penalty: 4220.643555
	Iteration 17Q: 3 clusters Score -671589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -671592.312500 Penalty: 4220.643555
	Iteration 18Q: 3 clusters Score -671592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -671595.187500 Penalty: 4220.643555
	Iteration 19Q: 3 clusters Score -671595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -671595.187500 Penalty: 4220.643555
	Iteration 20F: 3 clusters Score -671595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -671596.000000 Penalty: 4220.643555
	Iteration 21Q: 3 clusters Score -671596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -671598.625000 Penalty: 4220.643555
	Iteration 22Q: 3 clusters Score -671598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -671600.187500 Penalty: 4220.643555
	Iteration 23Q: 3 clusters Score -671600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -671602.687500 Penalty: 4220.643555
	Iteration 24Q: 3 clusters Score -671602.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -671605.625000 Penalty: 4220.643555
	Iteration 25Q: 3 clusters Score -671605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -671609.437500 Penalty: 4220.643555
	Iteration 26Q: 3 clusters Score -671609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -671612.875000 Penalty: 4220.643555
	Iteration 27Q: 3 clusters Score -671612.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -671617.687500 Penalty: 4220.643555
	Iteration 28Q: 3 clusters Score -671617.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -671621.062500 Penalty: 4220.643555
	Iteration 29Q: 3 clusters Score -671621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -671624.750000 Penalty: 4220.643555
	Iteration 30Q: 3 clusters Score -671624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -671629.687500 Penalty: 4220.643555
	Iteration 31Q: 3 clusters Score -671629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -671629.750000 Penalty: 4220.643555
	Iteration 32Q: 3 clusters Score -671629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -671631.937500 Penalty: 4220.643555
	Iteration 33Q: 3 clusters Score -671631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -671632.812500 Penalty: 4220.643555
	Iteration 34Q: 3 clusters Score -671632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -671634.250000 Penalty: 4220.643555
	Iteration 35Q: 3 clusters Score -671634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -671635.687500 Penalty: 4220.643555
	Iteration 36Q: 3 clusters Score -671635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -671638.687500 Penalty: 4220.643555
	Iteration 37Q: 3 clusters Score -671638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -671641.562500 Penalty: 4220.643555
	Iteration 38Q: 3 clusters Score -671641.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -671646.375000 Penalty: 4220.643555
	Iteration 39Q: 3 clusters Score -671646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -671647.625000 Penalty: 4220.643555
	Iteration 40F: 3 clusters Score -671647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -671649.812500 Penalty: 4220.643555
	Iteration 41Q: 3 clusters Score -671649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -671650.812500 Penalty: 4220.643555
	Iteration 42Q: 3 clusters Score -671650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -671652.312500 Penalty: 4220.643555
	Iteration 43Q: 3 clusters Score -671652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -671653.875000 Penalty: 4220.643555
	Iteration 44Q: 3 clusters Score -671653.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -671655.750000 Penalty: 4220.643555
	Iteration 45Q: 3 clusters Score -671655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -671659.062500 Penalty: 4220.643555
	Iteration 46Q: 3 clusters Score -671659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -671659.250000 Penalty: 4220.643555
	Iteration 47Q: 3 clusters Score -671659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -671659.750000 Penalty: 4220.643555
	Iteration 48Q: 3 clusters Score -671659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -671661.062500 Penalty: 4220.643555
	Iteration 49Q: 3 clusters Score -671661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -671662.750000 Penalty: 4220.643555
	Iteration 50Q: 3 clusters Score -671662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -671662.812500 Penalty: 4220.643555
	Iteration 51Q: 3 clusters Score -671662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -671662.687500 Penalty: 4220.643555
	Iteration 52Q: 3 clusters Score -671662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -671662.687500 Penalty: 4220.643555
	Iteration 53F: 3 clusters Score -671662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -64117.125000 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -64117.12 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 354 members 
Entering Unmasked Estep 
Score: -62653.671875 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -62653.67 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63678.468750 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -63678.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64057.281250 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -64057.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64420.828125 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -64420.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64698.781250 Penalty: 3226.868896
	Iteration 4F: 3 clusters Score -64698.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64912.207031 Penalty: 3226.868896
	Iteration 5F: 3 clusters Score -64912.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65071.226562 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -65071.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65175.996094 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -65176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65225.625000 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -65225.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65242.250000 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -65242.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65251.265625 Penalty: 3226.868896
	Iteration 10Q: 3 clusters Score -65251.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65258.777344 Penalty: 3226.868896
	Iteration 11Q: 3 clusters Score -65258.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65304.824219 Penalty: 3226.868896
	Iteration 12Q: 3 clusters Score -65304.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65353.214844 Penalty: 3226.868896
	Iteration 13Q: 3 clusters Score -65353.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65387.757812 Penalty: 3226.868896
	Iteration 14Q: 3 clusters Score -65387.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65401.167969 Penalty: 3226.868896
	Iteration 15Q: 3 clusters Score -65401.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65402.210938 Penalty: 3226.868896
	Iteration 16Q: 3 clusters Score -65402.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65404.304688 Penalty: 3226.868896
	Iteration 17Q: 3 clusters Score -65404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65407.789062 Penalty: 3226.868896
	Iteration 18F: 3 clusters Score -65407.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65415.792969 Penalty: 3226.868896
	Iteration 19Q: 3 clusters Score -65415.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65415.792969 Penalty: 3226.868896
	Iteration 20F: 3 clusters Score -65415.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 74664 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 130455 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 133583 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
Score: -62741424.000000 Penalty: 71329.296875
Splitting cluster 19 changes total score from -62736992.000000 to -62741424.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 20 (133583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133583 members 
Entering Unmasked Estep 
Score: -17889672.000000 Penalty: 2927.014404
	Iteration 0F: 2 clusters Score -1.788967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -17807006.000000 Penalty: 5854.028809
	Iteration 0F: 3 clusters Score -1.780701e+07 nChanged 63728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -17844164.000000 Penalty: 5854.028809
	Iteration 1F: 3 clusters Score -1.784416e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -17845926.000000 Penalty: 5854.028809
	Iteration 2Q: 3 clusters Score -1.784593e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -17848690.000000 Penalty: 5854.028809
	Iteration 3Q: 3 clusters Score -1.784869e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -17853832.000000 Penalty: 5854.028809
	Iteration 4F: 3 clusters Score -1.785383e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -17861500.000000 Penalty: 5854.028809
	Iteration 5F: 3 clusters Score -1.78615e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -17870880.000000 Penalty: 5854.028809
	Iteration 6F: 3 clusters Score -1.787088e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -17878948.000000 Penalty: 5854.028809
	Iteration 7F: 3 clusters Score -1.787895e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -17883810.000000 Penalty: 5854.028809
	Iteration 8F: 3 clusters Score -1.788381e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -17885840.000000 Penalty: 5854.028809
	Iteration 9Q: 3 clusters Score -1.788584e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -17886740.000000 Penalty: 5854.028809
	Iteration 10Q: 3 clusters Score -1.788674e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -17887546.000000 Penalty: 5854.028809
	Iteration 11Q: 3 clusters Score -1.788755e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -17888066.000000 Penalty: 5854.028809
	Iteration 12Q: 3 clusters Score -1.788807e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -17888440.000000 Penalty: 5854.028809
	Iteration 13Q: 3 clusters Score -1.788844e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -17888568.000000 Penalty: 5854.028809
	Iteration 14Q: 3 clusters Score -1.788857e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 119073 members 
Entering Unmasked Estep 
Score: -17888424.000000 Penalty: 5854.028809
	Iteration 15Q: 3 clusters Score -1.788842e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -17888500.000000 Penalty: 5854.028809
	Iteration 16Q: 3 clusters Score -1.78885e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -17888132.000000 Penalty: 5854.028809
	Iteration 17Q: 3 clusters Score -1.788813e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 127803 members 
Entering Unmasked Estep 
Score: -17887990.000000 Penalty: 5854.028809
	Iteration 18Q: 3 clusters Score -1.788799e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 129440 members 
Entering Unmasked Estep 
Score: -17887786.000000 Penalty: 5854.028809
	Iteration 19Q: 3 clusters Score -1.788779e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -17887982.000000 Penalty: 5854.028809
	Iteration 20F: 3 clusters Score -1.788798e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -17887764.000000 Penalty: 5854.028809
	Iteration 21Q: 3 clusters Score -1.788776e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 132054 members 
Entering Unmasked Estep 
Score: -17887654.000000 Penalty: 5854.028809
	Iteration 22Q: 3 clusters Score -1.788765e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 132474 members 
Entering Unmasked Estep 
Score: -17887650.000000 Penalty: 5854.028809
	Iteration 23Q: 3 clusters Score -1.788765e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 132718 members 
Entering Unmasked Estep 
Score: -17887610.000000 Penalty: 5854.028809
	Iteration 24Q: 3 clusters Score -1.788761e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
Score: -17887590.000000 Penalty: 5854.028809
	Iteration 25Q: 3 clusters Score -1.788759e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 132955 members 
Entering Unmasked Estep 
Score: -17887556.000000 Penalty: 5854.028809
	Iteration 26Q: 3 clusters Score -1.788756e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -17887576.000000 Penalty: 5854.028809
	Iteration 27Q: 3 clusters Score -1.788758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -17887570.000000 Penalty: 5854.028809
	Iteration 28Q: 3 clusters Score -1.788757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -17887538.000000 Penalty: 5854.028809
	Iteration 29Q: 3 clusters Score -1.788754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 133127 members 
Entering Unmasked Estep 
Score: -17887534.000000 Penalty: 5854.028809
	Iteration 30Q: 3 clusters Score -1.788753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 133148 members 
Entering Unmasked Estep 
Score: -17887542.000000 Penalty: 5854.028809
	Iteration 31Q: 3 clusters Score -1.788754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -17887534.000000 Penalty: 5854.028809
	Iteration 32Q: 3 clusters Score -1.788753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 133172 members 
Entering Unmasked Estep 
Score: -17887540.000000 Penalty: 5854.028809
	Iteration 33Q: 3 clusters Score -1.788754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 133179 members 
Entering Unmasked Estep 
Score: -17887544.000000 Penalty: 5854.028809
	Iteration 34Q: 3 clusters Score -1.788754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 133189 members 
Entering Unmasked Estep 
Score: -17887556.000000 Penalty: 5854.028809
	Iteration 35Q: 3 clusters Score -1.788756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -17887548.000000 Penalty: 5854.028809
	Iteration 36Q: 3 clusters Score -1.788755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 133202 members 
Entering Unmasked Estep 
Score: -17887546.000000 Penalty: 5854.028809
	Iteration 37Q: 3 clusters Score -1.788755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -17887542.000000 Penalty: 5854.028809
	Iteration 38Q: 3 clusters Score -1.788754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -17887538.000000 Penalty: 5854.028809
	Iteration 39Q: 3 clusters Score -1.788754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -17887546.000000 Penalty: 5854.028809
	Iteration 40F: 3 clusters Score -1.788755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 133223 members 
Entering Unmasked Estep 
Score: -17887546.000000 Penalty: 5854.028809
	Iteration 41Q: 3 clusters Score -1.788755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -17887544.000000 Penalty: 5854.028809
	Iteration 42Q: 3 clusters Score -1.788754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 133231 members 
Entering Unmasked Estep 
Score: -17887542.000000 Penalty: 5854.028809
	Iteration 43Q: 3 clusters Score -1.788754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -17887542.000000 Penalty: 5854.028809
	Iteration 44Q: 3 clusters Score -1.788754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -17887542.000000 Penalty: 5854.028809
	Iteration 45F: 3 clusters Score -1.788754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -178363.156250 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -178363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176201.734375 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -176201.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -176820.781250 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -176820.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177370.593750 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -177370.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -178011.156250 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -178011.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -178364.781250 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -178364.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -178542.296875 Penalty: 3618.347900
	Iteration 5F: 3 clusters Score -178542.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -178653.390625 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -178653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -178704.468750 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -178704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -178730.546875 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -178730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -178749.000000 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -178749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -178758.171875 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -178758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -178764.296875 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -178764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -178771.625000 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -178771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -178777.078125 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -178777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -178779.000000 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -178779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -178780.218750 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -178780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -178785.140625 Penalty: 3618.347900
	Iteration 16Q: 3 clusters Score -178785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -178787.093750 Penalty: 3618.347900
	Iteration 17Q: 3 clusters Score -178787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -178787.093750 Penalty: 3618.347900
	Iteration 18F: 3 clusters Score -178787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 74664 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 130455 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 133583 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
Score: -62740428.000000 Penalty: 74571.539062
Splitting cluster 22 changes total score from -62736992.000000 to -62740428.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 23 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -667939.500000 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -667939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -663544.812500 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -663544.8 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -664522.500000 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -664522.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -664726.312500 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -664726.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -664859.812500 Penalty: 4215.518555
	Iteration 3Q: 3 clusters Score -664859.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -664943.437500 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -664943.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -665019.812500 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -665019.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -665089.125000 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -665089.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -665174.000000 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -665174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -665253.125000 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -665253.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -665337.125000 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -665337.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -665433.875000 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -665433.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -665525.062500 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -665525.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -665623.187500 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -665623.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -665718.750000 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -665718.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -665808.625000 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -665808.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -665884.062500 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -665884.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -665951.937500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -665951.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -666027.125000 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -666027.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -666091.437500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -666091.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -666148.187500 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -666148.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -666194.125000 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -666194.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -666233.000000 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -666233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -666272.500000 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -666272.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -666306.187500 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -666306.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -666338.000000 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -666338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -666359.875000 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -666359.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -666376.750000 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -666376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -666383.812500 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -666383.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -666393.062500 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -666393.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -666403.687500 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -666403.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -666407.625000 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -666407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -666415.000000 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -666415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -666422.250000 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -666422.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -666430.500000 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -666430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -666439.125000 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -666439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -666442.375000 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -666442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -666444.812500 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -666444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -666446.250000 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -666446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -666447.812500 Penalty: 4215.518555
	Iteration 38Q: 3 clusters Score -666447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -666448.812500 Penalty: 4215.518555
	Iteration 39Q: 3 clusters Score -666448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -666452.437500 Penalty: 4215.518555
	Iteration 40F: 3 clusters Score -666452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -666455.000000 Penalty: 4215.518555
	Iteration 41Q: 3 clusters Score -666455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -666456.875000 Penalty: 4215.518555
	Iteration 42Q: 3 clusters Score -666456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -666457.062500 Penalty: 4215.518555
	Iteration 43Q: 3 clusters Score -666457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -666457.625000 Penalty: 4215.518555
	Iteration 44Q: 3 clusters Score -666457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -666457.625000 Penalty: 4215.518555
	Iteration 45F: 3 clusters Score -666457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 74664 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 130455 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 133583 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2865.956299 but Gain 3242.242188
Score: -62742220.000000 Penalty: 71329.296875
Iteration 79Q: 23 clusters Score -6.274222e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 26629 members 
Mstep: Class 3 contains 76800 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 12002 members 
Mstep: Class 10 contains 43715 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 128842 members 
Mstep: Class 15 contains 19059 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 132938 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 23 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745132.000000 Penalty: 71329.296875
Iteration 80F: 23 clusters Score -6.274513e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 26797 members 
Mstep: Class 3 contains 78593 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 3533 members 
Mstep: Class 9 contains 12155 members 
Mstep: Class 10 contains 43433 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 7227 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 127315 members 
Mstep: Class 15 contains 18836 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 132274 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 23 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746912.000000 Penalty: 71329.296875
Iteration 81Q: 23 clusters Score -6.274691e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 80431 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 5764 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 3516 members 
Mstep: Class 9 contains 12225 members 
Mstep: Class 10 contains 43291 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 125798 members 
Mstep: Class 15 contains 18620 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 5514 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 131600 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 23 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747596.000000 Penalty: 71329.296875
Iteration 82Q: 23 clusters Score -6.27476e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 27045 members 
Mstep: Class 3 contains 82403 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 5771 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 12269 members 
Mstep: Class 10 contains 43253 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 124325 members 
Mstep: Class 15 contains 18406 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 130776 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 23 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748212.000000 Penalty: 71329.296875
Iteration 83Q: 23 clusters Score -6.274821e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 84451 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 6 contains 5772 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 43229 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 122910 members 
Mstep: Class 15 contains 18217 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 5887 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 129873 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 23 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748736.000000 Penalty: 71329.296875
Iteration 84Q: 23 clusters Score -6.274874e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 27207 members 
Mstep: Class 3 contains 86541 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 5 contains 1995 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 12331 members 
Mstep: Class 10 contains 43255 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 121486 members 
Mstep: Class 15 contains 18036 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 6092 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 128969 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 23 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749304.000000 Penalty: 71329.296875
Iteration 85Q: 23 clusters Score -6.27493e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 88673 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 5772 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3514 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 2781 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 120139 members 
Mstep: Class 15 contains 17883 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 6324 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 127974 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 23 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749800.000000 Penalty: 71329.296875
Iteration 86Q: 23 clusters Score -6.27498e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27275 members 
Mstep: Class 3 contains 90958 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 43296 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 6953 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 118851 members 
Mstep: Class 15 contains 17689 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 6567 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 126855 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 23 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750512.000000 Penalty: 71329.296875
Iteration 87Q: 23 clusters Score -6.275051e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27280 members 
Mstep: Class 3 contains 93331 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 5784 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 117596 members 
Mstep: Class 15 contains 17530 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 125628 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 23 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751208.000000 Penalty: 71329.296875
Iteration 88Q: 23 clusters Score -6.275121e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 95782 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 43374 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 6783 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 116268 members 
Mstep: Class 15 contains 17410 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 7047 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 124335 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 23 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752216.000000 Penalty: 71329.296875
Iteration 89Q: 23 clusters Score -6.275222e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 98139 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 12418 members 
Mstep: Class 10 contains 43429 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 115019 members 
Mstep: Class 15 contains 17318 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 7308 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 123041 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 23 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752680.000000 Penalty: 71329.296875
Iteration 90Q: 23 clusters Score -6.275268e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27234 members 
Mstep: Class 3 contains 100562 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 12428 members 
Mstep: Class 10 contains 43484 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 114091 members 
Mstep: Class 15 contains 17239 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 121338 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 23 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753404.000000 Penalty: 71329.296875
Iteration 91Q: 23 clusters Score -6.27534e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27201 members 
Mstep: Class 3 contains 103165 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 5830 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 12436 members 
Mstep: Class 10 contains 43513 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 113503 members 
Mstep: Class 15 contains 17234 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 119110 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 23 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754320.000000 Penalty: 71329.296875
Iteration 92Q: 23 clusters Score -6.275432e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27145 members 
Mstep: Class 3 contains 106015 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 12457 members 
Mstep: Class 10 contains 43553 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 6354 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 113016 members 
Mstep: Class 15 contains 17243 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 116550 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 23 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754660.000000 Penalty: 71329.296875
Iteration 93Q: 23 clusters Score -6.275466e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 109109 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 12469 members 
Mstep: Class 10 contains 43581 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 112722 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 8386 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 113556 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 23 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755196.000000 Penalty: 71329.296875
Iteration 94Q: 23 clusters Score -6.27552e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27016 members 
Mstep: Class 3 contains 112161 members 
Mstep: Class 4 contains 1100 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 12488 members 
Mstep: Class 10 contains 43619 members 
Mstep: Class 11 contains 3456 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 112499 members 
Mstep: Class 15 contains 17340 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 8674 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 110487 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 23 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755604.000000 Penalty: 71329.296875
Iteration 95Q: 23 clusters Score -6.27556e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26970 members 
Mstep: Class 3 contains 115280 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 12514 members 
Mstep: Class 10 contains 43666 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 112455 members 
Mstep: Class 15 contains 17444 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 107089 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 23 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755752.000000 Penalty: 71329.296875
Iteration 96Q: 23 clusters Score -6.275575e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 118299 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 5878 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3274 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 43765 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 112551 members 
Mstep: Class 15 contains 17625 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 9319 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 103468 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 23 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756160.000000 Penalty: 71329.296875
Iteration 97Q: 23 clusters Score -6.275616e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26860 members 
Mstep: Class 3 contains 121289 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 5887 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 12576 members 
Mstep: Class 10 contains 43869 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 112666 members 
Mstep: Class 15 contains 17819 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 9644 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 99840 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 23 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755664.000000 Penalty: 71329.296875
Iteration 98Q: 23 clusters Score -6.275566e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26832 members 
Mstep: Class 3 contains 124087 members 
Mstep: Class 4 contains 1099 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 5899 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 12609 members 
Mstep: Class 10 contains 44027 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 112832 members 
Mstep: Class 15 contains 17979 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 96258 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 23 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754776.000000 Penalty: 71329.296875
Iteration 99Q: 23 clusters Score -6.275478e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26833 members 
Mstep: Class 3 contains 126569 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 12649 members 
Mstep: Class 10 contains 44213 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 113011 members 
Mstep: Class 15 contains 18135 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 10173 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 93008 members 
Mstep: Class 21 contains 2352 members 
Mstep: Class 23 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754168.000000 Penalty: 71329.296875
Iteration 100F: 23 clusters Score -6.275417e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26831 members 
Mstep: Class 3 contains 129280 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 5898 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 12698 members 
Mstep: Class 10 contains 44396 members 
Mstep: Class 11 contains 3891 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 113337 members 
Mstep: Class 15 contains 18216 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 89448 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 23 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753656.000000 Penalty: 71329.296875
Iteration 101Q: 23 clusters Score -6.275366e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26857 members 
Mstep: Class 3 contains 131978 members 
Mstep: Class 4 contains 1102 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 12731 members 
Mstep: Class 10 contains 44673 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 113556 members 
Mstep: Class 15 contains 18229 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 10651 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 85951 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 23 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752924.000000 Penalty: 71329.296875
Iteration 102Q: 23 clusters Score -6.275292e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26890 members 
Mstep: Class 3 contains 134352 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 12752 members 
Mstep: Class 10 contains 44993 members 
Mstep: Class 11 contains 4000 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 113693 members 
Mstep: Class 15 contains 18249 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 10971 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 82724 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 23 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751716.000000 Penalty: 71329.296875
Iteration 103Q: 23 clusters Score -6.275172e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 135993 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 12758 members 
Mstep: Class 10 contains 45323 members 
Mstep: Class 11 contains 4053 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 113715 members 
Mstep: Class 15 contains 18266 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 11363 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 80181 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 23 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751280.000000 Penalty: 71329.296875
Iteration 104Q: 23 clusters Score -6.275128e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26996 members 
Mstep: Class 3 contains 136954 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 12771 members 
Mstep: Class 10 contains 45681 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 5291 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 113783 members 
Mstep: Class 15 contains 18247 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 78284 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 23 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750944.000000 Penalty: 71329.296875
Iteration 105Q: 23 clusters Score -6.275094e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27041 members 
Mstep: Class 3 contains 137088 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 12791 members 
Mstep: Class 10 contains 46028 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 113764 members 
Mstep: Class 15 contains 18218 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12169 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 77262 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 23 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750388.000000 Penalty: 71329.296875
Iteration 106Q: 23 clusters Score -6.275039e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27111 members 
Mstep: Class 3 contains 136665 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 1963 members 
Mstep: Class 6 contains 5858 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3171 members 
Mstep: Class 9 contains 12807 members 
Mstep: Class 10 contains 46358 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 113657 members 
Mstep: Class 15 contains 18210 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12523 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 76969 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 23 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750240.000000 Penalty: 71329.296875
Iteration 107Q: 23 clusters Score -6.275024e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27181 members 
Mstep: Class 3 contains 135816 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 1960 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 10 contains 46709 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 113570 members 
Mstep: Class 15 contains 18160 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12820 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 77118 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 23 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750584.000000 Penalty: 71329.296875
Iteration 108Q: 23 clusters Score -6.275058e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27270 members 
Mstep: Class 3 contains 134564 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3143 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 47042 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 113382 members 
Mstep: Class 15 contains 18123 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 77813 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 23 contains 4223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751132.000000 Penalty: 71329.296875
Iteration 109Q: 23 clusters Score -6.275113e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27324 members 
Mstep: Class 3 contains 133047 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 47382 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 113098 members 
Mstep: Class 15 contains 18038 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 79032 members 
Mstep: Class 21 contains 2552 members 
Mstep: Class 23 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751448.000000 Penalty: 71329.296875
Iteration 110Q: 23 clusters Score -6.275145e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27411 members 
Mstep: Class 3 contains 131185 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 12853 members 
Mstep: Class 10 contains 47669 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 112830 members 
Mstep: Class 15 contains 17914 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13338 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 80762 members 
Mstep: Class 21 contains 2571 members 
Mstep: Class 23 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752116.000000 Penalty: 71329.296875
Iteration 111Q: 23 clusters Score -6.275212e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27474 members 
Mstep: Class 3 contains 129355 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 12867 members 
Mstep: Class 10 contains 47902 members 
Mstep: Class 11 contains 4293 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 112339 members 
Mstep: Class 15 contains 17755 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 82865 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 23 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753248.000000 Penalty: 71329.296875
Iteration 112Q: 23 clusters Score -6.275325e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27517 members 
Mstep: Class 3 contains 127433 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 12876 members 
Mstep: Class 10 contains 48157 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 111589 members 
Mstep: Class 15 contains 17632 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13381 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 85394 members 
Mstep: Class 21 contains 2637 members 
Mstep: Class 23 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754336.000000 Penalty: 71329.296875
Iteration 113Q: 23 clusters Score -6.275434e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27560 members 
Mstep: Class 3 contains 125600 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3143 members 
Mstep: Class 9 contains 12890 members 
Mstep: Class 10 contains 48430 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 110633 members 
Mstep: Class 15 contains 17497 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13331 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 88056 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 23 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755444.000000 Penalty: 71329.296875
Iteration 114Q: 23 clusters Score -6.275544e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27597 members 
Mstep: Class 3 contains 123737 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 5837 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3142 members 
Mstep: Class 9 contains 12902 members 
Mstep: Class 10 contains 48653 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 109569 members 
Mstep: Class 15 contains 17322 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13246 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 91014 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 23 contains 4274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756260.000000 Penalty: 71329.296875
Iteration 115Q: 23 clusters Score -6.275626e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27619 members 
Mstep: Class 3 contains 122023 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 9 contains 12907 members 
Mstep: Class 10 contains 48866 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 5321 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 108144 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13117 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 94281 members 
Mstep: Class 21 contains 2745 members 
Mstep: Class 23 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757452.000000 Penalty: 71329.296875
Iteration 116Q: 23 clusters Score -6.275745e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27652 members 
Mstep: Class 3 contains 120182 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 12913 members 
Mstep: Class 10 contains 49078 members 
Mstep: Class 11 contains 4035 members 
Mstep: Class 12 contains 5287 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 106619 members 
Mstep: Class 15 contains 16994 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12968 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 97834 members 
Mstep: Class 21 contains 2776 members 
Mstep: Class 23 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759000.000000 Penalty: 71329.296875
Iteration 117Q: 23 clusters Score -6.2759e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27670 members 
Mstep: Class 3 contains 118274 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 49269 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 105311 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12828 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 101234 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 23 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760152.000000 Penalty: 71329.296875
Iteration 118Q: 23 clusters Score -6.276015e+07 nChanged 6141
Entering ConstructFrom: 
Score: -62760152.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19549.019531 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19549.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18594.693359 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18594.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18698.181641 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18698.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18719.505859 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18719.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18721.947266 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18721.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18721.947266 Penalty: 2564.560059
	Iteration 4F: 3 clusters Score -18721.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Entering Unmasked Estep 
Score: -3784216.750000 Penalty: 2536.561035
	Iteration 0F: 2 clusters Score -3784217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3765147.500000 Penalty: 5073.122070
	Iteration 0F: 3 clusters Score -3765148 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3771863.000000 Penalty: 5073.122070
	Iteration 1F: 3 clusters Score -3771863 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3772267.750000 Penalty: 5073.122070
	Iteration 2Q: 3 clusters Score -3772268 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3772545.750000 Penalty: 5073.122070
	Iteration 3Q: 3 clusters Score -3772546 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3772876.250000 Penalty: 5073.122070
	Iteration 4Q: 3 clusters Score -3772876 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3773126.750000 Penalty: 5073.122070
	Iteration 5Q: 3 clusters Score -3773127 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3773435.250000 Penalty: 5073.122070
	Iteration 6Q: 3 clusters Score -3773435 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3773943.250000 Penalty: 5073.122070
	Iteration 7Q: 3 clusters Score -3773943 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3774676.250000 Penalty: 5073.122070
	Iteration 8Q: 3 clusters Score -3774676 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3775801.750000 Penalty: 5073.122070
	Iteration 9F: 3 clusters Score -3775802 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3777380.750000 Penalty: 5073.122070
	Iteration 10F: 3 clusters Score -3777381 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3779083.000000 Penalty: 5073.122070
	Iteration 11F: 3 clusters Score -3779083 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3780458.250000 Penalty: 5073.122070
	Iteration 12F: 3 clusters Score -3780458 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3781252.000000 Penalty: 5073.122070
	Iteration 13Q: 3 clusters Score -3781252 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3781623.250000 Penalty: 5073.122070
	Iteration 14Q: 3 clusters Score -3781623 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3781803.250000 Penalty: 5073.122070
	Iteration 15Q: 3 clusters Score -3781803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3781887.500000 Penalty: 5073.122070
	Iteration 16Q: 3 clusters Score -3781888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3781944.250000 Penalty: 5073.122070
	Iteration 17Q: 3 clusters Score -3781944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3781974.000000 Penalty: 5073.122070
	Iteration 18Q: 3 clusters Score -3781974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3781987.500000 Penalty: 5073.122070
	Iteration 19Q: 3 clusters Score -3781988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3782003.000000 Penalty: 5073.122070
	Iteration 20F: 3 clusters Score -3782003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3782016.000000 Penalty: 5073.122070
	Iteration 21Q: 3 clusters Score -3782016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3782026.500000 Penalty: 5073.122070
	Iteration 22Q: 3 clusters Score -3782026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3782023.000000 Penalty: 5073.122070
	Iteration 23Q: 3 clusters Score -3782023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3782026.000000 Penalty: 5073.122070
	Iteration 24Q: 3 clusters Score -3782026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3782026.000000 Penalty: 5073.122070
	Iteration 25F: 3 clusters Score -3782026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Entering Unmasked Estep 
Score: -15547968.000000 Penalty: 2891.992432
	Iteration 0F: 2 clusters Score -1.554797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -15473243.000000 Penalty: 5783.984863
	Iteration 0F: 3 clusters Score -1.547324e+07 nChanged 55191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -15505501.000000 Penalty: 5783.984863
	Iteration 1F: 3 clusters Score -1.55055e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -15506741.000000 Penalty: 5783.984863
	Iteration 2Q: 3 clusters Score -1.550674e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -15508683.000000 Penalty: 5783.984863
	Iteration 3Q: 3 clusters Score -1.550868e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -15511602.000000 Penalty: 5783.984863
	Iteration 4Q: 3 clusters Score -1.55116e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -15515697.000000 Penalty: 5783.984863
	Iteration 5F: 3 clusters Score -1.55157e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -15521242.000000 Penalty: 5783.984863
	Iteration 6F: 3 clusters Score -1.552124e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -15527664.000000 Penalty: 5783.984863
	Iteration 7F: 3 clusters Score -1.552766e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -15533868.000000 Penalty: 5783.984863
	Iteration 8F: 3 clusters Score -1.553387e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -15538593.000000 Penalty: 5783.984863
	Iteration 9F: 3 clusters Score -1.553859e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -15541763.000000 Penalty: 5783.984863
	Iteration 10Q: 3 clusters Score -1.554176e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 111661 members 
Entering Unmasked Estep 
Score: -15543475.000000 Penalty: 5783.984863
	Iteration 11Q: 3 clusters Score -1.554348e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 113349 members 
Entering Unmasked Estep 
Score: -15544423.000000 Penalty: 5783.984863
	Iteration 12Q: 3 clusters Score -1.554442e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -15544918.000000 Penalty: 5783.984863
	Iteration 13Q: 3 clusters Score -1.554492e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -15545146.000000 Penalty: 5783.984863
	Iteration 14Q: 3 clusters Score -1.554515e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -15545294.000000 Penalty: 5783.984863
	Iteration 15Q: 3 clusters Score -1.554529e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -15545337.000000 Penalty: 5783.984863
	Iteration 16Q: 3 clusters Score -1.554534e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -15545387.000000 Penalty: 5783.984863
	Iteration 17Q: 3 clusters Score -1.554539e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -15545437.000000 Penalty: 5783.984863
	Iteration 18Q: 3 clusters Score -1.554544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -15545483.000000 Penalty: 5783.984863
	Iteration 19Q: 3 clusters Score -1.554548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -15545492.000000 Penalty: 5783.984863
	Iteration 20F: 3 clusters Score -1.554549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -15545509.000000 Penalty: 5783.984863
	Iteration 21Q: 3 clusters Score -1.554551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -15545515.000000 Penalty: 5783.984863
	Iteration 22Q: 3 clusters Score -1.554552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 115446 members 
Entering Unmasked Estep 
Score: -15545536.000000 Penalty: 5783.984863
	Iteration 23Q: 3 clusters Score -1.554554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -15545538.000000 Penalty: 5783.984863
	Iteration 24Q: 3 clusters Score -1.554554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 115454 members 
Entering Unmasked Estep 
Score: -15545549.000000 Penalty: 5783.984863
	Iteration 25Q: 3 clusters Score -1.554555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 115451 members 
Entering Unmasked Estep 
Score: -15545548.000000 Penalty: 5783.984863
	Iteration 26Q: 3 clusters Score -1.554555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -15545548.000000 Penalty: 5783.984863
	Iteration 27Q: 3 clusters Score -1.554555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -15545553.000000 Penalty: 5783.984863
	Iteration 28Q: 3 clusters Score -1.554555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -15545554.000000 Penalty: 5783.984863
	Iteration 29Q: 3 clusters Score -1.554555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -15545560.000000 Penalty: 5783.984863
	Iteration 30Q: 3 clusters Score -1.554556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -15545555.000000 Penalty: 5783.984863
	Iteration 31Q: 3 clusters Score -1.554556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -15545566.000000 Penalty: 5783.984863
	Iteration 32Q: 3 clusters Score -1.554557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -15545561.000000 Penalty: 5783.984863
	Iteration 33Q: 3 clusters Score -1.554556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -15545562.000000 Penalty: 5783.984863
	Iteration 34Q: 3 clusters Score -1.554556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -15545563.000000 Penalty: 5783.984863
	Iteration 35Q: 3 clusters Score -1.554556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -15545554.000000 Penalty: 5783.984863
	Iteration 36Q: 3 clusters Score -1.554555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -15545554.000000 Penalty: 5783.984863
	Iteration 37F: 3 clusters Score -1.554555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -152745.828125 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -152745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150693.796875 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -150693.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150984.984375 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -150985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151057.984375 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -151058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151095.484375 Penalty: 3494.705078
	Iteration 3Q: 3 clusters Score -151095.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -151123.093750 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -151123.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151141.703125 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -151141.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151154.437500 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -151154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151162.953125 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -151163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151165.718750 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -151165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151165.718750 Penalty: 3494.705078
	Iteration 9F: 3 clusters Score -151165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -258921.593750 Penalty: 1878.235718
	Iteration 0F: 2 clusters Score -258921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -256352.718750 Penalty: 3756.471436
	Iteration 0F: 3 clusters Score -256352.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -256789.593750 Penalty: 3756.471436
	Iteration 1F: 3 clusters Score -256789.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -256904.562500 Penalty: 3756.471436
	Iteration 2F: 3 clusters Score -256904.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -256976.609375 Penalty: 3756.471436
	Iteration 3Q: 3 clusters Score -256976.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257017.515625 Penalty: 3756.471436
	Iteration 4Q: 3 clusters Score -257017.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257048.859375 Penalty: 3756.471436
	Iteration 5Q: 3 clusters Score -257048.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257071.203125 Penalty: 3756.471436
	Iteration 6Q: 3 clusters Score -257071.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -257084.046875 Penalty: 3756.471436
	Iteration 7Q: 3 clusters Score -257084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -257093.562500 Penalty: 3756.471436
	Iteration 8Q: 3 clusters Score -257093.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -257104.406250 Penalty: 3756.471436
	Iteration 9Q: 3 clusters Score -257104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257114.796875 Penalty: 3756.471436
	Iteration 10Q: 3 clusters Score -257114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -257121.031250 Penalty: 3756.471436
	Iteration 11Q: 3 clusters Score -257121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -257124.343750 Penalty: 3756.471436
	Iteration 12Q: 3 clusters Score -257124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -257126.078125 Penalty: 3756.471436
	Iteration 13Q: 3 clusters Score -257126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -257128.937500 Penalty: 3756.471436
	Iteration 14Q: 3 clusters Score -257128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -257131.187500 Penalty: 3756.471436
	Iteration 15Q: 3 clusters Score -257131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -257132.343750 Penalty: 3756.471436
	Iteration 16Q: 3 clusters Score -257132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -257132.343750 Penalty: 3756.471436
	Iteration 17F: 3 clusters Score -257132.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -757900.562500 Penalty: 2150.776611
	Iteration 0F: 2 clusters Score -757900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -752877.125000 Penalty: 4301.553223
	Iteration 0F: 3 clusters Score -752877.1 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -754115.750000 Penalty: 4301.553223
	Iteration 1F: 3 clusters Score -754115.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -754337.750000 Penalty: 4301.553223
	Iteration 2F: 3 clusters Score -754337.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -754567.812500 Penalty: 4301.553223
	Iteration 3F: 3 clusters Score -754567.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -754848.000000 Penalty: 4301.553223
	Iteration 4F: 3 clusters Score -754848 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -755223.812500 Penalty: 4301.553223
	Iteration 5F: 3 clusters Score -755223.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -755714.375000 Penalty: 4301.553223
	Iteration 6F: 3 clusters Score -755714.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -756206.687500 Penalty: 4301.553223
	Iteration 7F: 3 clusters Score -756206.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -756530.750000 Penalty: 4301.553223
	Iteration 8F: 3 clusters Score -756530.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -756748.875000 Penalty: 4301.553223
	Iteration 9Q: 3 clusters Score -756748.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -756881.250000 Penalty: 4301.553223
	Iteration 10Q: 3 clusters Score -756881.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -756983.125000 Penalty: 4301.553223
	Iteration 11Q: 3 clusters Score -756983.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -757057.437500 Penalty: 4301.553223
	Iteration 12Q: 3 clusters Score -757057.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -757123.312500 Penalty: 4301.553223
	Iteration 13Q: 3 clusters Score -757123.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -757182.312500 Penalty: 4301.553223
	Iteration 14Q: 3 clusters Score -757182.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -757240.562500 Penalty: 4301.553223
	Iteration 15Q: 3 clusters Score -757240.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -757304.375000 Penalty: 4301.553223
	Iteration 16Q: 3 clusters Score -757304.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -757345.500000 Penalty: 4301.553223
	Iteration 17Q: 3 clusters Score -757345.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -757373.562500 Penalty: 4301.553223
	Iteration 18Q: 3 clusters Score -757373.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -757394.062500 Penalty: 4301.553223
	Iteration 19Q: 3 clusters Score -757394.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -757408.625000 Penalty: 4301.553223
	Iteration 20F: 3 clusters Score -757408.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -757418.812500 Penalty: 4301.553223
	Iteration 21Q: 3 clusters Score -757418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -757422.312500 Penalty: 4301.553223
	Iteration 22Q: 3 clusters Score -757422.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -757426.625000 Penalty: 4301.553223
	Iteration 23Q: 3 clusters Score -757426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -757428.000000 Penalty: 4301.553223
	Iteration 24Q: 3 clusters Score -757428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -757428.875000 Penalty: 4301.553223
	Iteration 25Q: 3 clusters Score -757428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -757428.125000 Penalty: 4301.553223
	Iteration 26Q: 3 clusters Score -757428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -757430.437500 Penalty: 4301.553223
	Iteration 27Q: 3 clusters Score -757430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -757434.750000 Penalty: 4301.553223
	Iteration 28Q: 3 clusters Score -757434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -757433.875000 Penalty: 4301.553223
	Iteration 29Q: 3 clusters Score -757433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -757433.500000 Penalty: 4301.553223
	Iteration 30Q: 3 clusters Score -757433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -757434.625000 Penalty: 4301.553223
	Iteration 31Q: 3 clusters Score -757434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -757434.625000 Penalty: 4301.553223
	Iteration 32F: 3 clusters Score -757434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -101836.578125 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -101836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100074.070312 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -100074.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100681.765625 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -100681.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101076.070312 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -101076.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101510.453125 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -101510.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -102154.601562 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -102154.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102463.070312 Penalty: 3380.557373
	Iteration 5F: 3 clusters Score -102463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102520.039062 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -102520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102523.007812 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -102523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102524.867188 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -102524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102524.867188 Penalty: 3380.557373
	Iteration 9F: 3 clusters Score -102524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27669 members 
Mstep: Class 3 contains 115990 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 49431 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 104642 members 
Mstep: Class 15 contains 16675 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 104424 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 414 members 
Mstep: Class 23 contains 4150 members 
Entering Unmasked Estep 
Score: -62760040.000000 Penalty: 74571.539062
Splitting cluster 7 changes total score from -62760152.000000 to -62760040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -407576.625000 Penalty: 1995.782227
	Iteration 0F: 2 clusters Score -407576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -404279.593750 Penalty: 3991.564453
	Iteration 0F: 3 clusters Score -404279.6 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -404936.406250 Penalty: 3991.564453
	Iteration 1F: 3 clusters Score -404936.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -405087.718750 Penalty: 3991.564453
	Iteration 2F: 3 clusters Score -405087.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -405189.750000 Penalty: 3991.564453
	Iteration 3Q: 3 clusters Score -405189.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -405273.843750 Penalty: 3991.564453
	Iteration 4Q: 3 clusters Score -405273.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405340.031250 Penalty: 3991.564453
	Iteration 5Q: 3 clusters Score -405340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -405392.093750 Penalty: 3991.564453
	Iteration 6Q: 3 clusters Score -405392.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -405437.593750 Penalty: 3991.564453
	Iteration 7Q: 3 clusters Score -405437.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -405469.468750 Penalty: 3991.564453
	Iteration 8Q: 3 clusters Score -405469.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -405497.250000 Penalty: 3991.564453
	Iteration 9Q: 3 clusters Score -405497.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -405525.937500 Penalty: 3991.564453
	Iteration 10Q: 3 clusters Score -405525.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -405557.000000 Penalty: 3991.564453
	Iteration 11Q: 3 clusters Score -405557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -405586.500000 Penalty: 3991.564453
	Iteration 12Q: 3 clusters Score -405586.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -405603.906250 Penalty: 3991.564453
	Iteration 13Q: 3 clusters Score -405603.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405619.250000 Penalty: 3991.564453
	Iteration 14Q: 3 clusters Score -405619.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -405631.031250 Penalty: 3991.564453
	Iteration 15Q: 3 clusters Score -405631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -405646.531250 Penalty: 3991.564453
	Iteration 16Q: 3 clusters Score -405646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -405661.343750 Penalty: 3991.564453
	Iteration 17Q: 3 clusters Score -405661.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -405679.437500 Penalty: 3991.564453
	Iteration 18Q: 3 clusters Score -405679.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -405697.625000 Penalty: 3991.564453
	Iteration 19Q: 3 clusters Score -405697.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -405712.000000 Penalty: 3991.564453
	Iteration 20F: 3 clusters Score -405712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -405724.906250 Penalty: 3991.564453
	Iteration 21Q: 3 clusters Score -405724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -405734.468750 Penalty: 3991.564453
	Iteration 22Q: 3 clusters Score -405734.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -405743.312500 Penalty: 3991.564453
	Iteration 23Q: 3 clusters Score -405743.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -405749.812500 Penalty: 3991.564453
	Iteration 24Q: 3 clusters Score -405749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -405757.593750 Penalty: 3991.564453
	Iteration 25Q: 3 clusters Score -405757.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -405765.375000 Penalty: 3991.564453
	Iteration 26Q: 3 clusters Score -405765.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -405775.312500 Penalty: 3991.564453
	Iteration 27Q: 3 clusters Score -405775.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -405781.406250 Penalty: 3991.564453
	Iteration 28Q: 3 clusters Score -405781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -405784.500000 Penalty: 3991.564453
	Iteration 29Q: 3 clusters Score -405784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -405786.187500 Penalty: 3991.564453
	Iteration 30Q: 3 clusters Score -405786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -405789.437500 Penalty: 3991.564453
	Iteration 31Q: 3 clusters Score -405789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -405792.531250 Penalty: 3991.564453
	Iteration 32Q: 3 clusters Score -405792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -405794.281250 Penalty: 3991.564453
	Iteration 33Q: 3 clusters Score -405794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -405794.062500 Penalty: 3991.564453
	Iteration 34Q: 3 clusters Score -405794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -405794.062500 Penalty: 3991.564453
	Iteration 35F: 3 clusters Score -405794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Entering Unmasked Estep 
Score: -1761932.750000 Penalty: 2347.910889
	Iteration 0F: 2 clusters Score -1761933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1752299.250000 Penalty: 4695.821777
	Iteration 0F: 3 clusters Score -1752299 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1755230.750000 Penalty: 4695.821777
	Iteration 1F: 3 clusters Score -1755231 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1755526.250000 Penalty: 4695.821777
	Iteration 2F: 3 clusters Score -1755526 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1755752.625000 Penalty: 4695.821777
	Iteration 3Q: 3 clusters Score -1755753 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1755969.875000 Penalty: 4695.821777
	Iteration 4Q: 3 clusters Score -1755970 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1756154.375000 Penalty: 4695.821777
	Iteration 5Q: 3 clusters Score -1756154 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1756319.500000 Penalty: 4695.821777
	Iteration 6Q: 3 clusters Score -1756320 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1756488.250000 Penalty: 4695.821777
	Iteration 7Q: 3 clusters Score -1756488 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1756658.500000 Penalty: 4695.821777
	Iteration 8Q: 3 clusters Score -1756658 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1756836.125000 Penalty: 4695.821777
	Iteration 9Q: 3 clusters Score -1756836 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1757010.875000 Penalty: 4695.821777
	Iteration 10Q: 3 clusters Score -1757011 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1757212.875000 Penalty: 4695.821777
	Iteration 11Q: 3 clusters Score -1757213 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1757418.750000 Penalty: 4695.821777
	Iteration 12Q: 3 clusters Score -1757419 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1757608.000000 Penalty: 4695.821777
	Iteration 13Q: 3 clusters Score -1757608 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1757818.500000 Penalty: 4695.821777
	Iteration 14Q: 3 clusters Score -1757818 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1758036.750000 Penalty: 4695.821777
	Iteration 15Q: 3 clusters Score -1758037 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1758289.125000 Penalty: 4695.821777
	Iteration 16Q: 3 clusters Score -1758289 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1758572.625000 Penalty: 4695.821777
	Iteration 17Q: 3 clusters Score -1758573 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1758855.125000 Penalty: 4695.821777
	Iteration 18Q: 3 clusters Score -1758855 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1759089.875000 Penalty: 4695.821777
	Iteration 19Q: 3 clusters Score -1759090 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1759287.250000 Penalty: 4695.821777
	Iteration 20F: 3 clusters Score -1759287 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1759459.375000 Penalty: 4695.821777
	Iteration 21Q: 3 clusters Score -1759459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1759568.250000 Penalty: 4695.821777
	Iteration 22Q: 3 clusters Score -1759568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1759636.625000 Penalty: 4695.821777
	Iteration 23Q: 3 clusters Score -1759637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1759698.875000 Penalty: 4695.821777
	Iteration 24Q: 3 clusters Score -1759699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1759736.500000 Penalty: 4695.821777
	Iteration 25Q: 3 clusters Score -1759736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1759765.375000 Penalty: 4695.821777
	Iteration 26Q: 3 clusters Score -1759765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1759796.000000 Penalty: 4695.821777
	Iteration 27Q: 3 clusters Score -1759796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1759813.750000 Penalty: 4695.821777
	Iteration 28Q: 3 clusters Score -1759814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1759830.500000 Penalty: 4695.821777
	Iteration 29Q: 3 clusters Score -1759830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1759847.625000 Penalty: 4695.821777
	Iteration 30Q: 3 clusters Score -1759848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1759862.625000 Penalty: 4695.821777
	Iteration 31Q: 3 clusters Score -1759863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1759879.500000 Penalty: 4695.821777
	Iteration 32Q: 3 clusters Score -1759880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1759882.375000 Penalty: 4695.821777
	Iteration 33Q: 3 clusters Score -1759882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1759885.125000 Penalty: 4695.821777
	Iteration 34Q: 3 clusters Score -1759885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1759892.500000 Penalty: 4695.821777
	Iteration 35Q: 3 clusters Score -1759892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1759905.125000 Penalty: 4695.821777
	Iteration 36Q: 3 clusters Score -1759905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1759912.125000 Penalty: 4695.821777
	Iteration 37Q: 3 clusters Score -1759912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1759917.000000 Penalty: 4695.821777
	Iteration 38Q: 3 clusters Score -1759917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1759923.750000 Penalty: 4695.821777
	Iteration 39Q: 3 clusters Score -1759924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1759926.000000 Penalty: 4695.821777
	Iteration 40F: 3 clusters Score -1759926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1759925.500000 Penalty: 4695.821777
	Iteration 41Q: 3 clusters Score -1759926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1759928.125000 Penalty: 4695.821777
	Iteration 42Q: 3 clusters Score -1759928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1759930.125000 Penalty: 4695.821777
	Iteration 43Q: 3 clusters Score -1759930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1759930.125000 Penalty: 4695.821777
	Iteration 44F: 3 clusters Score -1759930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Entering Unmasked Estep 
Score: -6467433.000000 Penalty: 2680.466797
	Iteration 0F: 2 clusters Score -6467433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -6434194.500000 Penalty: 5360.933594
	Iteration 0F: 3 clusters Score -6434194 nChanged 22769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -6446763.500000 Penalty: 5360.933594
	Iteration 1F: 3 clusters Score -6446764 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -6447353.000000 Penalty: 5360.933594
	Iteration 2Q: 3 clusters Score -6447353 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -6447974.000000 Penalty: 5360.933594
	Iteration 3Q: 3 clusters Score -6447974 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6448925.000000 Penalty: 5360.933594
	Iteration 4Q: 3 clusters Score -6448925 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -6450409.500000 Penalty: 5360.933594
	Iteration 5F: 3 clusters Score -6450410 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -6452882.500000 Penalty: 5360.933594
	Iteration 6F: 3 clusters Score -6452882 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6456213.000000 Penalty: 5360.933594
	Iteration 7F: 3 clusters Score -6456213 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -6459808.500000 Penalty: 5360.933594
	Iteration 8F: 3 clusters Score -6459808 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -6462357.500000 Penalty: 5360.933594
	Iteration 9F: 3 clusters Score -6462358 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -6463777.000000 Penalty: 5360.933594
	Iteration 10Q: 3 clusters Score -6463777 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -6464515.500000 Penalty: 5360.933594
	Iteration 11Q: 3 clusters Score -6464516 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6464809.500000 Penalty: 5360.933594
	Iteration 12Q: 3 clusters Score -6464810 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -6464935.000000 Penalty: 5360.933594
	Iteration 13Q: 3 clusters Score -6464935 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6465014.500000 Penalty: 5360.933594
	Iteration 14Q: 3 clusters Score -6465014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -6465055.500000 Penalty: 5360.933594
	Iteration 15Q: 3 clusters Score -6465056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6465089.500000 Penalty: 5360.933594
	Iteration 16Q: 3 clusters Score -6465090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -6465123.500000 Penalty: 5360.933594
	Iteration 17Q: 3 clusters Score -6465124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6465148.500000 Penalty: 5360.933594
	Iteration 18Q: 3 clusters Score -6465148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6465162.000000 Penalty: 5360.933594
	Iteration 19Q: 3 clusters Score -6465162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6465162.500000 Penalty: 5360.933594
	Iteration 20F: 3 clusters Score -6465162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6465166.500000 Penalty: 5360.933594
	Iteration 21Q: 3 clusters Score -6465166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -6465165.000000 Penalty: 5360.933594
	Iteration 22Q: 3 clusters Score -6465165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6465171.000000 Penalty: 5360.933594
	Iteration 23Q: 3 clusters Score -6465171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6465176.500000 Penalty: 5360.933594
	Iteration 24Q: 3 clusters Score -6465176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6465176.500000 Penalty: 5360.933594
	Iteration 25F: 3 clusters Score -6465176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -523635.125000 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -523635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -519822.812500 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -519822.8 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -520600.437500 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -520600.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -520766.156250 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -520766.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -520857.687500 Penalty: 4100.782227
	Iteration 3Q: 3 clusters Score -520857.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -520962.312500 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -520962.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -521068.125000 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -521068.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -521174.812500 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -521174.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -521267.125000 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -521267.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -521375.218750 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -521375.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -521473.625000 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -521473.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -521560.062500 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -521560.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -521662.093750 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -521662.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -521746.250000 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -521746.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -521822.218750 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -521822.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -521887.593750 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -521887.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -521934.062500 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -521934.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -521971.093750 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -521971.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -522001.750000 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -522001.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -522029.000000 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -522029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -522048.375000 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -522048.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -522073.062500 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -522073.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -522091.843750 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -522091.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -522108.531250 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -522108.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -522122.000000 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -522122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -522131.968750 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -522132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -522139.531250 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -522139.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -522145.468750 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -522145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -522151.281250 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -522151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -522155.343750 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -522155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -522156.812500 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -522156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -522158.218750 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -522158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -522160.468750 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -522160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -522160.562500 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -522160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -522162.218750 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -522162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -522163.437500 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -522163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -522165.187500 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -522165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -522165.187500 Penalty: 4100.782227
	Iteration 36F: 3 clusters Score -522165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -696956.875000 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -696956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -692358.437500 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -692358.4 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -693535.875000 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -693535.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -693815.500000 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -693815.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -694023.562500 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -694023.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -694210.625000 Penalty: 4241.878418
	Iteration 4F: 3 clusters Score -694210.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -694344.500000 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -694344.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -694465.812500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -694465.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -694589.375000 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -694589.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -694710.000000 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -694710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -694809.437500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -694809.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -694884.812500 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -694884.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -694943.187500 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -694943.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -694999.125000 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -694999.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -695063.375000 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -695063.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -695130.937500 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -695130.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -695172.375000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -695172.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -695209.625000 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -695209.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -695237.375000 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -695237.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -695267.250000 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -695267.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -695295.937500 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -695295.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -695327.375000 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -695327.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -695360.875000 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -695360.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -695393.625000 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -695393.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -695438.750000 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -695438.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -695481.000000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -695481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -695514.625000 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -695514.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -695545.312500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -695545.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -695564.937500 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -695564.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -695582.687500 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -695582.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -695595.125000 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -695595.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -695607.375000 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -695607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -695617.562500 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -695617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -695625.250000 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -695625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -695632.250000 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -695632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -695636.500000 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -695636.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -695644.562500 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -695644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -695649.125000 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -695649.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -695655.437500 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -695655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -695660.437500 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -695660.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -695666.625000 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -695666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -695675.375000 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -695675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -695676.562500 Penalty: 4241.878418
	Iteration 41Q: 3 clusters Score -695676.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -695685.125000 Penalty: 4241.878418
	Iteration 42Q: 3 clusters Score -695685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -695690.000000 Penalty: 4241.878418
	Iteration 43Q: 3 clusters Score -695690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -695696.500000 Penalty: 4241.878418
	Iteration 44Q: 3 clusters Score -695696.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -695704.250000 Penalty: 4241.878418
	Iteration 45Q: 3 clusters Score -695704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -695706.562500 Penalty: 4241.878418
	Iteration 46Q: 3 clusters Score -695706.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -695709.750000 Penalty: 4241.878418
	Iteration 47Q: 3 clusters Score -695709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -695712.625000 Penalty: 4241.878418
	Iteration 48Q: 3 clusters Score -695712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -695713.687500 Penalty: 4241.878418
	Iteration 49Q: 3 clusters Score -695713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -695716.187500 Penalty: 4241.878418
	Iteration 50Q: 3 clusters Score -695716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -695718.187500 Penalty: 4241.878418
	Iteration 51Q: 3 clusters Score -695718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -695716.750000 Penalty: 4241.878418
	Iteration 52Q: 3 clusters Score -695716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -695719.000000 Penalty: 4241.878418
	Iteration 53Q: 3 clusters Score -695719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -695719.875000 Penalty: 4241.878418
	Iteration 54Q: 3 clusters Score -695719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -695722.187500 Penalty: 4241.878418
	Iteration 55Q: 3 clusters Score -695722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -695726.000000 Penalty: 4241.878418
	Iteration 56Q: 3 clusters Score -695726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -695726.875000 Penalty: 4241.878418
	Iteration 57Q: 3 clusters Score -695726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -695728.062500 Penalty: 4241.878418
	Iteration 58Q: 3 clusters Score -695728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -695728.062500 Penalty: 4241.878418
	Iteration 59F: 3 clusters Score -695728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -64998.996094 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -64999 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 273 members 
Entering Unmasked Estep 
Score: -63521.257812 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -63521.26 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64007.257812 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -64007.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64217.808594 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -64217.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -64287.636719 Penalty: 3139.541504
	Iteration 3F: 3 clusters Score -64287.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64314.800781 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -64314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64326.445312 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -64326.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64347.765625 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -64347.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64372.703125 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -64372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -64406.781250 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -64406.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -64430.000000 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -64430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64443.855469 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -64443.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -64463.062500 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -64463.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64472.253906 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -64472.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64485.523438 Penalty: 3139.541504
	Iteration 13Q: 3 clusters Score -64485.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64485.523438 Penalty: 3139.541504
	Iteration 14F: 3 clusters Score -64485.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Entering Unmasked Estep 
Score: -14076087.000000 Penalty: 2866.458496
	Iteration 0F: 2 clusters Score -1.407609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -14006426.000000 Penalty: 5732.916992
	Iteration 0F: 3 clusters Score -1.400643e+07 nChanged 49528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -14034723.000000 Penalty: 5732.916992
	Iteration 1F: 3 clusters Score -1.403472e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -14035595.000000 Penalty: 5732.916992
	Iteration 2Q: 3 clusters Score -1.40356e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -14036856.000000 Penalty: 5732.916992
	Iteration 3Q: 3 clusters Score -1.403686e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -14038739.000000 Penalty: 5732.916992
	Iteration 4Q: 3 clusters Score -1.403874e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -14041593.000000 Penalty: 5732.916992
	Iteration 5F: 3 clusters Score -1.404159e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -14046292.000000 Penalty: 5732.916992
	Iteration 6F: 3 clusters Score -1.404629e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -14052654.000000 Penalty: 5732.916992
	Iteration 7F: 3 clusters Score -1.405265e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -14059670.000000 Penalty: 5732.916992
	Iteration 8F: 3 clusters Score -1.405967e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -14064026.000000 Penalty: 5732.916992
	Iteration 9F: 3 clusters Score -1.406403e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -14065542.000000 Penalty: 5732.916992
	Iteration 10Q: 3 clusters Score -1.406554e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -14066265.000000 Penalty: 5732.916992
	Iteration 11Q: 3 clusters Score -1.406626e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -14066970.000000 Penalty: 5732.916992
	Iteration 12Q: 3 clusters Score -1.406697e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -14067379.000000 Penalty: 5732.916992
	Iteration 13Q: 3 clusters Score -1.406738e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -14067723.000000 Penalty: 5732.916992
	Iteration 14Q: 3 clusters Score -1.406772e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -14067835.000000 Penalty: 5732.916992
	Iteration 15Q: 3 clusters Score -1.406784e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -14067861.000000 Penalty: 5732.916992
	Iteration 16Q: 3 clusters Score -1.406786e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -14067977.000000 Penalty: 5732.916992
	Iteration 17Q: 3 clusters Score -1.406798e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -14067999.000000 Penalty: 5732.916992
	Iteration 18Q: 3 clusters Score -1.4068e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -14067982.000000 Penalty: 5732.916992
	Iteration 19Q: 3 clusters Score -1.406798e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -14067924.000000 Penalty: 5732.916992
	Iteration 20F: 3 clusters Score -1.406792e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -14067855.000000 Penalty: 5732.916992
	Iteration 21Q: 3 clusters Score -1.406786e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -14067780.000000 Penalty: 5732.916992
	Iteration 22Q: 3 clusters Score -1.406778e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -14067710.000000 Penalty: 5732.916992
	Iteration 23Q: 3 clusters Score -1.406771e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -14067715.000000 Penalty: 5732.916992
	Iteration 24Q: 3 clusters Score -1.406772e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -14067636.000000 Penalty: 5732.916992
	Iteration 25Q: 3 clusters Score -1.406764e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -14067545.000000 Penalty: 5732.916992
	Iteration 26Q: 3 clusters Score -1.406754e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -14067519.000000 Penalty: 5732.916992
	Iteration 27Q: 3 clusters Score -1.406752e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -14067454.000000 Penalty: 5732.916992
	Iteration 28Q: 3 clusters Score -1.406745e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -14067406.000000 Penalty: 5732.916992
	Iteration 29Q: 3 clusters Score -1.406741e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -14067376.000000 Penalty: 5732.916992
	Iteration 30Q: 3 clusters Score -1.406738e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -14067343.000000 Penalty: 5732.916992
	Iteration 31Q: 3 clusters Score -1.406734e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -14067329.000000 Penalty: 5732.916992
	Iteration 32Q: 3 clusters Score -1.406733e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -14067297.000000 Penalty: 5732.916992
	Iteration 33Q: 3 clusters Score -1.40673e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -14067280.000000 Penalty: 5732.916992
	Iteration 34Q: 3 clusters Score -1.406728e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -14067226.000000 Penalty: 5732.916992
	Iteration 35Q: 3 clusters Score -1.406723e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -14067204.000000 Penalty: 5732.916992
	Iteration 36Q: 3 clusters Score -1.40672e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -14067179.000000 Penalty: 5732.916992
	Iteration 37Q: 3 clusters Score -1.406718e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -14067215.000000 Penalty: 5732.916992
	Iteration 38Q: 3 clusters Score -1.406722e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -14067134.000000 Penalty: 5732.916992
	Iteration 39Q: 3 clusters Score -1.406713e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -14067089.000000 Penalty: 5732.916992
	Iteration 40F: 3 clusters Score -1.406709e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -14067045.000000 Penalty: 5732.916992
	Iteration 41Q: 3 clusters Score -1.406704e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -14067005.000000 Penalty: 5732.916992
	Iteration 42Q: 3 clusters Score -1.4067e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -14067028.000000 Penalty: 5732.916992
	Iteration 43Q: 3 clusters Score -1.406703e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -14066988.000000 Penalty: 5732.916992
	Iteration 44Q: 3 clusters Score -1.406699e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -14066979.000000 Penalty: 5732.916992
	Iteration 45Q: 3 clusters Score -1.406698e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -14066990.000000 Penalty: 5732.916992
	Iteration 46Q: 3 clusters Score -1.406699e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -14066979.000000 Penalty: 5732.916992
	Iteration 47Q: 3 clusters Score -1.406698e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -14066938.000000 Penalty: 5732.916992
	Iteration 48Q: 3 clusters Score -1.406694e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -14066872.000000 Penalty: 5732.916992
	Iteration 49Q: 3 clusters Score -1.406687e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -14066861.000000 Penalty: 5732.916992
	Iteration 50Q: 3 clusters Score -1.406686e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -14066856.000000 Penalty: 5732.916992
	Iteration 51Q: 3 clusters Score -1.406686e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -14066861.000000 Penalty: 5732.916992
	Iteration 52Q: 3 clusters Score -1.406686e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -14066835.000000 Penalty: 5732.916992
	Iteration 53Q: 3 clusters Score -1.406684e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -14066840.000000 Penalty: 5732.916992
	Iteration 54Q: 3 clusters Score -1.406684e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -14066824.000000 Penalty: 5732.916992
	Iteration 55Q: 3 clusters Score -1.406682e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -14066838.000000 Penalty: 5732.916992
	Iteration 56Q: 3 clusters Score -1.406684e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -14066835.000000 Penalty: 5732.916992
	Iteration 57Q: 3 clusters Score -1.406684e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -14066843.000000 Penalty: 5732.916992
	Iteration 58Q: 3 clusters Score -1.406684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -14066822.000000 Penalty: 5732.916992
	Iteration 59Q: 3 clusters Score -1.406682e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -14066838.000000 Penalty: 5732.916992
	Iteration 60F: 3 clusters Score -1.406684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -14066841.000000 Penalty: 5732.916992
	Iteration 61Q: 3 clusters Score -1.406684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -14066839.000000 Penalty: 5732.916992
	Iteration 62Q: 3 clusters Score -1.406684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -14066826.000000 Penalty: 5732.916992
	Iteration 63Q: 3 clusters Score -1.406683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -14066841.000000 Penalty: 5732.916992
	Iteration 64Q: 3 clusters Score -1.406684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -14066830.000000 Penalty: 5732.916992
	Iteration 65Q: 3 clusters Score -1.406683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -14066822.000000 Penalty: 5732.916992
	Iteration 66Q: 3 clusters Score -1.406682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -14066826.000000 Penalty: 5732.916992
	Iteration 67Q: 3 clusters Score -1.406683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -14066816.000000 Penalty: 5732.916992
	Iteration 68Q: 3 clusters Score -1.406682e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -14066819.000000 Penalty: 5732.916992
	Iteration 69Q: 3 clusters Score -1.406682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -14066824.000000 Penalty: 5732.916992
	Iteration 70Q: 3 clusters Score -1.406682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -14066795.000000 Penalty: 5732.916992
	Iteration 71Q: 3 clusters Score -1.40668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -14066796.000000 Penalty: 5732.916992
	Iteration 72Q: 3 clusters Score -1.40668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -14066775.000000 Penalty: 5732.916992
	Iteration 73Q: 3 clusters Score -1.406678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -14066785.000000 Penalty: 5732.916992
	Iteration 74Q: 3 clusters Score -1.406678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -14066785.000000 Penalty: 5732.916992
	Iteration 75Q: 3 clusters Score -1.406678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -14066776.000000 Penalty: 5732.916992
	Iteration 76Q: 3 clusters Score -1.406678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -14066773.000000 Penalty: 5732.916992
	Iteration 77Q: 3 clusters Score -1.406677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -14066774.000000 Penalty: 5732.916992
	Iteration 78Q: 3 clusters Score -1.406677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -14066775.000000 Penalty: 5732.916992
	Iteration 79Q: 3 clusters Score -1.406678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -14066769.000000 Penalty: 5732.916992
	Iteration 80F: 3 clusters Score -1.406677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -14066765.000000 Penalty: 5732.916992
	Iteration 81Q: 3 clusters Score -1.406676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -14066760.000000 Penalty: 5732.916992
	Iteration 82Q: 3 clusters Score -1.406676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -14066768.000000 Penalty: 5732.916992
	Iteration 83Q: 3 clusters Score -1.406677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -14066769.000000 Penalty: 5732.916992
	Iteration 84Q: 3 clusters Score -1.406677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -14066759.000000 Penalty: 5732.916992
	Iteration 85Q: 3 clusters Score -1.406676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -14066759.000000 Penalty: 5732.916992
	Iteration 86Q: 3 clusters Score -1.406676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -14066784.000000 Penalty: 5732.916992
	Iteration 87Q: 3 clusters Score -1.406678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -14066791.000000 Penalty: 5732.916992
	Iteration 88Q: 3 clusters Score -1.406679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -14066798.000000 Penalty: 5732.916992
	Iteration 89Q: 3 clusters Score -1.40668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -14066785.000000 Penalty: 5732.916992
	Iteration 90Q: 3 clusters Score -1.406678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -14066794.000000 Penalty: 5732.916992
	Iteration 91Q: 3 clusters Score -1.406679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -14066787.000000 Penalty: 5732.916992
	Iteration 92Q: 3 clusters Score -1.406679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -14066782.000000 Penalty: 5732.916992
	Iteration 93Q: 3 clusters Score -1.406678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -14066785.000000 Penalty: 5732.916992
	Iteration 94Q: 3 clusters Score -1.406678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -14066777.000000 Penalty: 5732.916992
	Iteration 95Q: 3 clusters Score -1.406678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -14066770.000000 Penalty: 5732.916992
	Iteration 96Q: 3 clusters Score -1.406677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -14066765.000000 Penalty: 5732.916992
	Iteration 97Q: 3 clusters Score -1.406676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -14066765.000000 Penalty: 5732.916992
	Iteration 98F: 3 clusters Score -1.406676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Entering Unmasked Estep 
Score: -2241136.250000 Penalty: 2410.973145
	Iteration 0F: 2 clusters Score -2241136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2229251.500000 Penalty: 4821.946289
	Iteration 0F: 3 clusters Score -2229252 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2233103.500000 Penalty: 4821.946289
	Iteration 1F: 3 clusters Score -2233104 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2233627.750000 Penalty: 4821.946289
	Iteration 2F: 3 clusters Score -2233628 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2234104.000000 Penalty: 4821.946289
	Iteration 3F: 3 clusters Score -2234104 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2234605.500000 Penalty: 4821.946289
	Iteration 4F: 3 clusters Score -2234606 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2235210.250000 Penalty: 4821.946289
	Iteration 5F: 3 clusters Score -2235210 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2235887.750000 Penalty: 4821.946289
	Iteration 6F: 3 clusters Score -2235888 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2236598.500000 Penalty: 4821.946289
	Iteration 7F: 3 clusters Score -2236598 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2237236.750000 Penalty: 4821.946289
	Iteration 8Q: 3 clusters Score -2237237 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2237834.000000 Penalty: 4821.946289
	Iteration 9Q: 3 clusters Score -2237834 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2238265.750000 Penalty: 4821.946289
	Iteration 10Q: 3 clusters Score -2238266 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2238514.250000 Penalty: 4821.946289
	Iteration 11Q: 3 clusters Score -2238514 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2238662.000000 Penalty: 4821.946289
	Iteration 12Q: 3 clusters Score -2238662 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2238746.250000 Penalty: 4821.946289
	Iteration 13Q: 3 clusters Score -2238746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2238806.750000 Penalty: 4821.946289
	Iteration 14Q: 3 clusters Score -2238807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2238855.750000 Penalty: 4821.946289
	Iteration 15Q: 3 clusters Score -2238856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2238890.500000 Penalty: 4821.946289
	Iteration 16Q: 3 clusters Score -2238890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2238914.250000 Penalty: 4821.946289
	Iteration 17Q: 3 clusters Score -2238914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2238946.250000 Penalty: 4821.946289
	Iteration 18Q: 3 clusters Score -2238946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2238962.000000 Penalty: 4821.946289
	Iteration 19Q: 3 clusters Score -2238962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2238969.500000 Penalty: 4821.946289
	Iteration 20F: 3 clusters Score -2238970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2238985.250000 Penalty: 4821.946289
	Iteration 21Q: 3 clusters Score -2238985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2238990.750000 Penalty: 4821.946289
	Iteration 22Q: 3 clusters Score -2238991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2239003.250000 Penalty: 4821.946289
	Iteration 23Q: 3 clusters Score -2239003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2239009.250000 Penalty: 4821.946289
	Iteration 24Q: 3 clusters Score -2239009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2239011.000000 Penalty: 4821.946289
	Iteration 25Q: 3 clusters Score -2239011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2239017.000000 Penalty: 4821.946289
	Iteration 26Q: 3 clusters Score -2239017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2239013.750000 Penalty: 4821.946289
	Iteration 27Q: 3 clusters Score -2239014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2239019.500000 Penalty: 4821.946289
	Iteration 28Q: 3 clusters Score -2239020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2239020.250000 Penalty: 4821.946289
	Iteration 29Q: 3 clusters Score -2239020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2239026.500000 Penalty: 4821.946289
	Iteration 30Q: 3 clusters Score -2239026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2239032.250000 Penalty: 4821.946289
	Iteration 31Q: 3 clusters Score -2239032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2239034.500000 Penalty: 4821.946289
	Iteration 32Q: 3 clusters Score -2239034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2239042.750000 Penalty: 4821.946289
	Iteration 33Q: 3 clusters Score -2239043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2239044.750000 Penalty: 4821.946289
	Iteration 34Q: 3 clusters Score -2239045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2239046.000000 Penalty: 4821.946289
	Iteration 35Q: 3 clusters Score -2239046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2239048.500000 Penalty: 4821.946289
	Iteration 36Q: 3 clusters Score -2239048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2239046.000000 Penalty: 4821.946289
	Iteration 37Q: 3 clusters Score -2239046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2239048.250000 Penalty: 4821.946289
	Iteration 38Q: 3 clusters Score -2239048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2239049.000000 Penalty: 4821.946289
	Iteration 39Q: 3 clusters Score -2239049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2239049.750000 Penalty: 4821.946289
	Iteration 40F: 3 clusters Score -2239050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2239052.750000 Penalty: 4821.946289
	Iteration 41Q: 3 clusters Score -2239053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2239053.250000 Penalty: 4821.946289
	Iteration 42Q: 3 clusters Score -2239053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2239053.250000 Penalty: 4821.946289
	Iteration 43Q: 3 clusters Score -2239053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2239051.500000 Penalty: 4821.946289
	Iteration 44Q: 3 clusters Score -2239052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2239055.000000 Penalty: 4821.946289
	Iteration 45Q: 3 clusters Score -2239055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2239055.250000 Penalty: 4821.946289
	Iteration 46Q: 3 clusters Score -2239055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2239058.500000 Penalty: 4821.946289
	Iteration 47Q: 3 clusters Score -2239058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2239059.750000 Penalty: 4821.946289
	Iteration 48Q: 3 clusters Score -2239060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2239064.000000 Penalty: 4821.946289
	Iteration 49Q: 3 clusters Score -2239064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2239067.250000 Penalty: 4821.946289
	Iteration 50Q: 3 clusters Score -2239067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2239064.750000 Penalty: 4821.946289
	Iteration 51Q: 3 clusters Score -2239065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2239069.000000 Penalty: 4821.946289
	Iteration 52Q: 3 clusters Score -2239069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2239067.000000 Penalty: 4821.946289
	Iteration 53Q: 3 clusters Score -2239067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2239068.000000 Penalty: 4821.946289
	Iteration 54Q: 3 clusters Score -2239068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2239068.250000 Penalty: 4821.946289
	Iteration 55Q: 3 clusters Score -2239068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2239070.250000 Penalty: 4821.946289
	Iteration 56Q: 3 clusters Score -2239070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2239067.500000 Penalty: 4821.946289
	Iteration 57Q: 3 clusters Score -2239068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2239067.250000 Penalty: 4821.946289
	Iteration 58Q: 3 clusters Score -2239067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2239066.250000 Penalty: 4821.946289
	Iteration 59Q: 3 clusters Score -2239066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2239066.750000 Penalty: 4821.946289
	Iteration 60F: 3 clusters Score -2239067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2239065.500000 Penalty: 4821.946289
	Iteration 61Q: 3 clusters Score -2239066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2239062.250000 Penalty: 4821.946289
	Iteration 62Q: 3 clusters Score -2239062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2239064.250000 Penalty: 4821.946289
	Iteration 63Q: 3 clusters Score -2239064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2239063.750000 Penalty: 4821.946289
	Iteration 64Q: 3 clusters Score -2239064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2239063.750000 Penalty: 4821.946289
	Iteration 65F: 3 clusters Score -2239064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -117104.851562 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -117104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115223.750000 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -115223.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115831.476562 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -115831.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116228.046875 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -116228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116495.171875 Penalty: 3455.148193
	Iteration 3F: 3 clusters Score -116495.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116609.695312 Penalty: 3455.148193
	Iteration 4Q: 3 clusters Score -116609.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116661.750000 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -116661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116684.640625 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -116684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116696.523438 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -116696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116707.039062 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -116707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116733.289062 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -116733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116793.671875 Penalty: 3455.148193
	Iteration 10Q: 3 clusters Score -116793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116904.648438 Penalty: 3455.148193
	Iteration 11Q: 3 clusters Score -116904.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116979.812500 Penalty: 3455.148193
	Iteration 12Q: 3 clusters Score -116979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117011.742188 Penalty: 3455.148193
	Iteration 13Q: 3 clusters Score -117011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117055.554688 Penalty: 3455.148193
	Iteration 14Q: 3 clusters Score -117055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117100.320312 Penalty: 3455.148193
	Iteration 15Q: 3 clusters Score -117100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117137.914062 Penalty: 3455.148193
	Iteration 16Q: 3 clusters Score -117137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117189.062500 Penalty: 3455.148193
	Iteration 17Q: 3 clusters Score -117189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117225.734375 Penalty: 3455.148193
	Iteration 18Q: 3 clusters Score -117225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117245.968750 Penalty: 3455.148193
	Iteration 19Q: 3 clusters Score -117246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117259.585938 Penalty: 3455.148193
	Iteration 20F: 3 clusters Score -117259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117262.226562 Penalty: 3455.148193
	Iteration 21Q: 3 clusters Score -117262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117262.226562 Penalty: 3455.148193
	Iteration 22F: 3 clusters Score -117262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27669 members 
Mstep: Class 3 contains 115990 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 49431 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 104642 members 
Mstep: Class 15 contains 16675 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 104424 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 4150 members 
Entering Unmasked Estep 
Score: -62759436.000000 Penalty: 74571.539062
Splitting cluster 16 changes total score from -62760152.000000 to -62759436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -22853.912109 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -22853.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21717.476562 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -21717.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21996.816406 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -21996.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22127.775391 Penalty: 2718.396973
	Iteration 2F: 3 clusters Score -22127.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22214.857422 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -22214.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22288.738281 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -22288.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22363.240234 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -22363.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22407.644531 Penalty: 2718.396973
	Iteration 6Q: 3 clusters Score -22407.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22459.494141 Penalty: 2718.396973
	Iteration 7Q: 3 clusters Score -22459.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22459.494141 Penalty: 2718.396973
	Iteration 8F: 3 clusters Score -22459.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Entering Unmasked Estep 
Score: -1732393.250000 Penalty: 2343.889404
	Iteration 0F: 2 clusters Score -1732393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1722975.375000 Penalty: 4687.778809
	Iteration 0F: 3 clusters Score -1722975 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1725984.250000 Penalty: 4687.778809
	Iteration 1F: 3 clusters Score -1725984 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1726458.375000 Penalty: 4687.778809
	Iteration 2F: 3 clusters Score -1726458 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1726936.875000 Penalty: 4687.778809
	Iteration 3F: 3 clusters Score -1726937 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1727461.125000 Penalty: 4687.778809
	Iteration 4F: 3 clusters Score -1727461 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1727982.000000 Penalty: 4687.778809
	Iteration 5F: 3 clusters Score -1727982 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1728561.750000 Penalty: 4687.778809
	Iteration 6F: 3 clusters Score -1728562 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1729093.375000 Penalty: 4687.778809
	Iteration 7F: 3 clusters Score -1729093 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1729484.000000 Penalty: 4687.778809
	Iteration 8Q: 3 clusters Score -1729484 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1729749.375000 Penalty: 4687.778809
	Iteration 9Q: 3 clusters Score -1729749 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1729934.875000 Penalty: 4687.778809
	Iteration 10Q: 3 clusters Score -1729935 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1730070.375000 Penalty: 4687.778809
	Iteration 11Q: 3 clusters Score -1730070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1730181.875000 Penalty: 4687.778809
	Iteration 12Q: 3 clusters Score -1730182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1730232.250000 Penalty: 4687.778809
	Iteration 13Q: 3 clusters Score -1730232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1730276.000000 Penalty: 4687.778809
	Iteration 14Q: 3 clusters Score -1730276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1730299.000000 Penalty: 4687.778809
	Iteration 15Q: 3 clusters Score -1730299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1730307.625000 Penalty: 4687.778809
	Iteration 16Q: 3 clusters Score -1730308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1730319.750000 Penalty: 4687.778809
	Iteration 17Q: 3 clusters Score -1730320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1730327.500000 Penalty: 4687.778809
	Iteration 18Q: 3 clusters Score -1730328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1730330.375000 Penalty: 4687.778809
	Iteration 19Q: 3 clusters Score -1730330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1730338.500000 Penalty: 4687.778809
	Iteration 20F: 3 clusters Score -1730338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1730338.500000 Penalty: 4687.778809
	Iteration 21Q: 3 clusters Score -1730338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1730346.875000 Penalty: 4687.778809
	Iteration 22Q: 3 clusters Score -1730347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1730350.750000 Penalty: 4687.778809
	Iteration 23Q: 3 clusters Score -1730351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1730356.000000 Penalty: 4687.778809
	Iteration 24Q: 3 clusters Score -1730356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1730364.250000 Penalty: 4687.778809
	Iteration 25Q: 3 clusters Score -1730364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1730364.875000 Penalty: 4687.778809
	Iteration 26Q: 3 clusters Score -1730365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1730369.000000 Penalty: 4687.778809
	Iteration 27Q: 3 clusters Score -1730369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1730375.875000 Penalty: 4687.778809
	Iteration 28Q: 3 clusters Score -1730376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1730378.000000 Penalty: 4687.778809
	Iteration 29Q: 3 clusters Score -1730378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1730379.625000 Penalty: 4687.778809
	Iteration 30Q: 3 clusters Score -1730380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1730380.500000 Penalty: 4687.778809
	Iteration 31Q: 3 clusters Score -1730380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1730388.375000 Penalty: 4687.778809
	Iteration 32Q: 3 clusters Score -1730388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1730389.125000 Penalty: 4687.778809
	Iteration 33Q: 3 clusters Score -1730389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1730389.250000 Penalty: 4687.778809
	Iteration 34Q: 3 clusters Score -1730389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1730394.500000 Penalty: 4687.778809
	Iteration 35Q: 3 clusters Score -1730394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1730395.875000 Penalty: 4687.778809
	Iteration 36Q: 3 clusters Score -1730396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1730395.750000 Penalty: 4687.778809
	Iteration 37Q: 3 clusters Score -1730396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1730394.875000 Penalty: 4687.778809
	Iteration 38Q: 3 clusters Score -1730395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1730394.875000 Penalty: 4687.778809
	Iteration 39F: 3 clusters Score -1730395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50126.808594 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50126.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48799.156250 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48799.16 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49301.132812 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49301.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49635.203125 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49635.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49990.152344 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49990.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50015.566406 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -50015.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50047.550781 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -50047.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50075.714844 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -50075.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50101.449219 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -50101.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50121.175781 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -50121.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50131.613281 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -50131.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50132.328125 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -50132.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50132.328125 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -50132.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27669 members 
Mstep: Class 3 contains 115990 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 49431 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 104642 members 
Mstep: Class 15 contains 16675 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 104424 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 4150 members 
Entering Unmasked Estep 
Score: -62759132.000000 Penalty: 74571.539062
Splitting cluster 19 changes total score from -62760152.000000 to -62759132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (104424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Entering Unmasked Estep 
Score: -14060530.000000 Penalty: 2865.941406
	Iteration 0F: 2 clusters Score -1.406053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -13990899.000000 Penalty: 5731.882812
	Iteration 0F: 3 clusters Score -1.39909e+07 nChanged 49429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -14018714.000000 Penalty: 5731.882812
	Iteration 1F: 3 clusters Score -1.401871e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -14019271.000000 Penalty: 5731.882812
	Iteration 2Q: 3 clusters Score -1.401927e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -14020009.000000 Penalty: 5731.882812
	Iteration 3Q: 3 clusters Score -1.402001e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -14020950.000000 Penalty: 5731.882812
	Iteration 4Q: 3 clusters Score -1.402095e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -14022218.000000 Penalty: 5731.882812
	Iteration 5Q: 3 clusters Score -1.402222e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -14024204.000000 Penalty: 5731.882812
	Iteration 6Q: 3 clusters Score -1.40242e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -14027453.000000 Penalty: 5731.882812
	Iteration 7F: 3 clusters Score -1.402745e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -14032365.000000 Penalty: 5731.882812
	Iteration 8F: 3 clusters Score -1.403236e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -14038813.000000 Penalty: 5731.882812
	Iteration 9F: 3 clusters Score -1.403881e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -14045352.000000 Penalty: 5731.882812
	Iteration 10F: 3 clusters Score -1.404535e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -14050500.000000 Penalty: 5731.882812
	Iteration 11F: 3 clusters Score -1.40505e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -14053910.000000 Penalty: 5731.882812
	Iteration 12Q: 3 clusters Score -1.405391e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -14055798.000000 Penalty: 5731.882812
	Iteration 13Q: 3 clusters Score -1.40558e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -14056814.000000 Penalty: 5731.882812
	Iteration 14Q: 3 clusters Score -1.405681e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14057313.000000 Penalty: 5731.882812
	Iteration 15Q: 3 clusters Score -1.405731e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14057610.000000 Penalty: 5731.882812
	Iteration 16Q: 3 clusters Score -1.405761e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14057796.000000 Penalty: 5731.882812
	Iteration 17Q: 3 clusters Score -1.40578e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14057881.000000 Penalty: 5731.882812
	Iteration 18Q: 3 clusters Score -1.405788e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103825 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14057947.000000 Penalty: 5731.882812
	Iteration 19Q: 3 clusters Score -1.405795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14057963.000000 Penalty: 5731.882812
	Iteration 20F: 3 clusters Score -1.405796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14058002.000000 Penalty: 5731.882812
	Iteration 21Q: 3 clusters Score -1.4058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -14058031.000000 Penalty: 5731.882812
	Iteration 22Q: 3 clusters Score -1.405803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14058038.000000 Penalty: 5731.882812
	Iteration 23Q: 3 clusters Score -1.405804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14058054.000000 Penalty: 5731.882812
	Iteration 24Q: 3 clusters Score -1.405805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14058054.000000 Penalty: 5731.882812
	Iteration 25Q: 3 clusters Score -1.405805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14058059.000000 Penalty: 5731.882812
	Iteration 26Q: 3 clusters Score -1.405806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14058064.000000 Penalty: 5731.882812
	Iteration 27Q: 3 clusters Score -1.405806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14058066.000000 Penalty: 5731.882812
	Iteration 28Q: 3 clusters Score -1.405807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -14058065.000000 Penalty: 5731.882812
	Iteration 29Q: 3 clusters Score -1.405806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -14058083.000000 Penalty: 5731.882812
	Iteration 30Q: 3 clusters Score -1.405808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14058083.000000 Penalty: 5731.882812
	Iteration 31Q: 3 clusters Score -1.405808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14058094.000000 Penalty: 5731.882812
	Iteration 32Q: 3 clusters Score -1.405809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14058099.000000 Penalty: 5731.882812
	Iteration 33Q: 3 clusters Score -1.40581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14058097.000000 Penalty: 5731.882812
	Iteration 34Q: 3 clusters Score -1.40581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14058099.000000 Penalty: 5731.882812
	Iteration 35Q: 3 clusters Score -1.40581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14058090.000000 Penalty: 5731.882812
	Iteration 36Q: 3 clusters Score -1.405809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14058096.000000 Penalty: 5731.882812
	Iteration 37Q: 3 clusters Score -1.40581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14058099.000000 Penalty: 5731.882812
	Iteration 38Q: 3 clusters Score -1.40581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14058099.000000 Penalty: 5731.882812
	Iteration 39Q: 3 clusters Score -1.40581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14058099.000000 Penalty: 5731.882812
	Iteration 40F: 3 clusters Score -1.40581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -357359.125000 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -357359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -354249.281250 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -354249.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -354935.156250 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -354935.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -355123.625000 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -355123.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355237.781250 Penalty: 3943.099365
	Iteration 3Q: 3 clusters Score -355237.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355329.437500 Penalty: 3943.099365
	Iteration 4Q: 3 clusters Score -355329.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -355432.562500 Penalty: 3943.099365
	Iteration 5Q: 3 clusters Score -355432.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -355548.500000 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -355548.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -355678.875000 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -355678.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -355829.125000 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -355829.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -356037.937500 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -356037.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -356278.593750 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -356278.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356437.531250 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -356437.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -356511.125000 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -356511.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -356551.406250 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -356551.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -356579.187500 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -356579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -356602.843750 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -356602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -356615.468750 Penalty: 3943.099365
	Iteration 16Q: 3 clusters Score -356615.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -356625.718750 Penalty: 3943.099365
	Iteration 17Q: 3 clusters Score -356625.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -356632.625000 Penalty: 3943.099365
	Iteration 18Q: 3 clusters Score -356632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -356635.781250 Penalty: 3943.099365
	Iteration 19Q: 3 clusters Score -356635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -356642.062500 Penalty: 3943.099365
	Iteration 20F: 3 clusters Score -356642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -356646.875000 Penalty: 3943.099365
	Iteration 21Q: 3 clusters Score -356646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -356652.406250 Penalty: 3943.099365
	Iteration 22Q: 3 clusters Score -356652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -356658.281250 Penalty: 3943.099365
	Iteration 23Q: 3 clusters Score -356658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -356661.750000 Penalty: 3943.099365
	Iteration 24Q: 3 clusters Score -356661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -356662.062500 Penalty: 3943.099365
	Iteration 25Q: 3 clusters Score -356662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -356662.062500 Penalty: 3943.099365
	Iteration 26F: 3 clusters Score -356662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -562092.562500 Penalty: 2066.054199
	Iteration 0F: 2 clusters Score -562092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -558188.437500 Penalty: 4132.108398
	Iteration 0F: 3 clusters Score -558188.4 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -559098.062500 Penalty: 4132.108398
	Iteration 1F: 3 clusters Score -559098.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -559312.625000 Penalty: 4132.108398
	Iteration 2F: 3 clusters Score -559312.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -559492.312500 Penalty: 4132.108398
	Iteration 3F: 3 clusters Score -559492.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -559643.000000 Penalty: 4132.108398
	Iteration 4Q: 3 clusters Score -559643 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -559800.562500 Penalty: 4132.108398
	Iteration 5Q: 3 clusters Score -559800.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -559951.812500 Penalty: 4132.108398
	Iteration 6Q: 3 clusters Score -559951.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -560048.750000 Penalty: 4132.108398
	Iteration 7Q: 3 clusters Score -560048.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -560136.687500 Penalty: 4132.108398
	Iteration 8Q: 3 clusters Score -560136.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -560223.125000 Penalty: 4132.108398
	Iteration 9Q: 3 clusters Score -560223.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -560286.062500 Penalty: 4132.108398
	Iteration 10Q: 3 clusters Score -560286.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -560349.812500 Penalty: 4132.108398
	Iteration 11Q: 3 clusters Score -560349.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -560398.687500 Penalty: 4132.108398
	Iteration 12Q: 3 clusters Score -560398.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -560448.062500 Penalty: 4132.108398
	Iteration 13Q: 3 clusters Score -560448.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -560486.125000 Penalty: 4132.108398
	Iteration 14Q: 3 clusters Score -560486.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -560514.625000 Penalty: 4132.108398
	Iteration 15Q: 3 clusters Score -560514.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -560536.375000 Penalty: 4132.108398
	Iteration 16Q: 3 clusters Score -560536.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -560550.187500 Penalty: 4132.108398
	Iteration 17Q: 3 clusters Score -560550.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -560563.125000 Penalty: 4132.108398
	Iteration 18Q: 3 clusters Score -560563.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -560575.562500 Penalty: 4132.108398
	Iteration 19Q: 3 clusters Score -560575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -560582.000000 Penalty: 4132.108398
	Iteration 20F: 3 clusters Score -560582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -560587.437500 Penalty: 4132.108398
	Iteration 21Q: 3 clusters Score -560587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -560591.500000 Penalty: 4132.108398
	Iteration 22Q: 3 clusters Score -560591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -560596.500000 Penalty: 4132.108398
	Iteration 23Q: 3 clusters Score -560596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -560607.000000 Penalty: 4132.108398
	Iteration 24Q: 3 clusters Score -560607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -560613.625000 Penalty: 4132.108398
	Iteration 25Q: 3 clusters Score -560613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -560621.625000 Penalty: 4132.108398
	Iteration 26Q: 3 clusters Score -560621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -560625.562500 Penalty: 4132.108398
	Iteration 27Q: 3 clusters Score -560625.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -560629.062500 Penalty: 4132.108398
	Iteration 28Q: 3 clusters Score -560629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -560633.812500 Penalty: 4132.108398
	Iteration 29Q: 3 clusters Score -560633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -560634.625000 Penalty: 4132.108398
	Iteration 30Q: 3 clusters Score -560634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -560634.562500 Penalty: 4132.108398
	Iteration 31Q: 3 clusters Score -560634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -560635.812500 Penalty: 4132.108398
	Iteration 32Q: 3 clusters Score -560635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -560635.812500 Penalty: 4132.108398
	Iteration 33Q: 3 clusters Score -560635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -560635.812500 Penalty: 4132.108398
	Iteration 34F: 3 clusters Score -560635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27669 members 
Mstep: Class 3 contains 115990 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 49431 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 104642 members 
Mstep: Class 15 contains 16675 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 104424 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 23 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761472.000000 Penalty: 71329.296875
Iteration 119Q: 23 clusters Score -6.276147e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27657 members 
Mstep: Class 3 contains 113489 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 49571 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 104288 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12645 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 107534 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 23 contains 4123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763116.000000 Penalty: 71329.296875
Iteration 120F: 23 clusters Score -6.276312e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27607 members 
Mstep: Class 3 contains 111201 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 49708 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 103954 members 
Mstep: Class 15 contains 16317 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 110501 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 23 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764184.000000 Penalty: 71329.296875
Iteration 121Q: 23 clusters Score -6.276418e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27571 members 
Mstep: Class 3 contains 109062 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 12939 members 
Mstep: Class 10 contains 49816 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 103820 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12517 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 113186 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 23 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765220.000000 Penalty: 71329.296875
Iteration 122Q: 23 clusters Score -6.276522e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27515 members 
Mstep: Class 3 contains 106692 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 3616 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 103935 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12490 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 115831 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 23 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766368.000000 Penalty: 71329.296875
Iteration 123Q: 23 clusters Score -6.276637e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27476 members 
Mstep: Class 3 contains 104295 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 5804 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 104388 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 118232 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 23 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767548.000000 Penalty: 71329.296875
Iteration 124Q: 23 clusters Score -6.276755e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27430 members 
Mstep: Class 3 contains 102016 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 49845 members 
Mstep: Class 11 contains 3460 members 
Mstep: Class 12 contains 4761 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 105022 members 
Mstep: Class 15 contains 15402 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 120409 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 23 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768332.000000 Penalty: 71329.296875
Iteration 125Q: 23 clusters Score -6.276833e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27378 members 
Mstep: Class 3 contains 100043 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3037 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 49851 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 4694 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 105601 members 
Mstep: Class 15 contains 15151 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12358 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 122337 members 
Mstep: Class 21 contains 2943 members 
Mstep: Class 23 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768660.000000 Penalty: 71329.296875
Iteration 126Q: 23 clusters Score -6.276866e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27324 members 
Mstep: Class 3 contains 98251 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 5759 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 12946 members 
Mstep: Class 10 contains 49813 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 4618 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 106288 members 
Mstep: Class 15 contains 14872 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12301 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124100 members 
Mstep: Class 21 contains 2958 members 
Mstep: Class 23 contains 4005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768948.000000 Penalty: 71329.296875
Iteration 127Q: 23 clusters Score -6.276895e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27316 members 
Mstep: Class 3 contains 96682 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 12942 members 
Mstep: Class 10 contains 49807 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 107067 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12264 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125540 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 23 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768980.000000 Penalty: 71329.296875
Iteration 128Q: 23 clusters Score -6.276898e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27318 members 
Mstep: Class 3 contains 95359 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 5723 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 49801 members 
Mstep: Class 11 contains 3052 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 107735 members 
Mstep: Class 15 contains 14038 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12244 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126885 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 23 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768872.000000 Penalty: 71329.296875
Iteration 129Q: 23 clusters Score -6.276887e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27304 members 
Mstep: Class 3 contains 94169 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 12953 members 
Mstep: Class 10 contains 49758 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 108361 members 
Mstep: Class 15 contains 13622 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128193 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 23 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768792.000000 Penalty: 71329.296875
Iteration 130Q: 23 clusters Score -6.276879e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27316 members 
Mstep: Class 3 contains 93038 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 10 contains 49675 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 109220 members 
Mstep: Class 15 contains 13211 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 129182 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 23 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768744.000000 Penalty: 71329.296875
Iteration 131Q: 23 clusters Score -6.276874e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27321 members 
Mstep: Class 3 contains 92135 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 5631 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2937 members 
Mstep: Class 9 contains 12956 members 
Mstep: Class 10 contains 49572 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109938 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12248 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 130049 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 23 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768756.000000 Penalty: 71329.296875
Iteration 132Q: 23 clusters Score -6.276876e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27339 members 
Mstep: Class 3 contains 91556 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 49450 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110599 members 
Mstep: Class 15 contains 12384 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12288 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 130655 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 23 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767972.000000 Penalty: 71329.296875
Iteration 133Q: 23 clusters Score -6.276797e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27347 members 
Mstep: Class 3 contains 91320 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 12949 members 
Mstep: Class 10 contains 49321 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111093 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 131010 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 23 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767672.000000 Penalty: 71329.296875
Iteration 134Q: 23 clusters Score -6.276767e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27374 members 
Mstep: Class 3 contains 91261 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2894 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 10 contains 49173 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111440 members 
Mstep: Class 15 contains 11664 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12435 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 131207 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 23 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767296.000000 Penalty: 71329.296875
Iteration 135Q: 23 clusters Score -6.27673e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27403 members 
Mstep: Class 3 contains 91443 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 12953 members 
Mstep: Class 10 contains 48944 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111748 members 
Mstep: Class 15 contains 11368 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12576 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 131124 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 23 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766812.000000 Penalty: 71329.296875
Iteration 136Q: 23 clusters Score -6.276681e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27439 members 
Mstep: Class 3 contains 91829 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 10 contains 48620 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112139 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 130819 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 23 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766480.000000 Penalty: 71329.296875
Iteration 137Q: 23 clusters Score -6.276648e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27492 members 
Mstep: Class 3 contains 92345 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 48304 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112364 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 130413 members 
Mstep: Class 21 contains 2943 members 
Mstep: Class 23 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766036.000000 Penalty: 71329.296875
Iteration 138Q: 23 clusters Score -6.276604e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27536 members 
Mstep: Class 3 contains 92932 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 12949 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112462 members 
Mstep: Class 15 contains 10717 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13022 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 130013 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 23 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765856.000000 Penalty: 71329.296875
Iteration 139Q: 23 clusters Score -6.276586e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27557 members 
Mstep: Class 3 contains 93594 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 12947 members 
Mstep: Class 10 contains 47749 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112492 members 
Mstep: Class 15 contains 10561 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13175 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 129561 members 
Mstep: Class 21 contains 2933 members 
Mstep: Class 23 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766296.000000 Penalty: 71329.296875
Iteration 140F: 23 clusters Score -6.27663e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27579 members 
Mstep: Class 3 contains 93892 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5653 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 12953 members 
Mstep: Class 10 contains 47490 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112511 members 
Mstep: Class 15 contains 10453 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 129447 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 23 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766144.000000 Penalty: 71329.296875
Iteration 141Q: 23 clusters Score -6.276614e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27623 members 
Mstep: Class 3 contains 94208 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 12959 members 
Mstep: Class 10 contains 47225 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112469 members 
Mstep: Class 15 contains 10375 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 129314 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 23 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766020.000000 Penalty: 71329.296875
Iteration 142Q: 23 clusters Score -6.276602e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27673 members 
Mstep: Class 3 contains 94589 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 12959 members 
Mstep: Class 10 contains 47026 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112327 members 
Mstep: Class 15 contains 10305 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 129140 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 23 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 23 clusters Score -6.27661e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27717 members 
Mstep: Class 3 contains 94994 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 12961 members 
Mstep: Class 10 contains 46837 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 112122 members 
Mstep: Class 15 contains 10271 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13723 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128977 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 23 contains 4164 members 
Entering Unmasked Estep 
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Score: -62765972.000000 Penalty: 71329.296875
Iteration 144Q: 23 clusters Score -6.276597e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27766 members 
Mstep: Class 3 contains 95385 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 12958 members 
Mstep: Class 10 contains 46658 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111947 members 
Mstep: Class 15 contains 10250 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13840 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128829 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 23 contains 4171 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -6.276607e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 95802 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5684 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 12955 members 
Mstep: Class 10 contains 46507 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111769 members 
Mstep: Class 15 contains 10232 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 13941 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128632 members 
Mstep: Class 21 contains 2904 members 
Mstep: Class 23 contains 4176 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -6.276622e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27845 members 
Mstep: Class 3 contains 96229 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 12960 members 
Mstep: Class 10 contains 46357 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111568 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128450 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 23 contains 4177 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -6.276632e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27860 members 
Mstep: Class 3 contains 96577 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 12964 members 
Mstep: Class 10 contains 46209 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111413 members 
Mstep: Class 15 contains 10224 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14149 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128287 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 23 contains 4184 members 
Entering Unmasked Estep 
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Iteration 148Q: 23 clusters Score -6.276649e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27887 members 
Mstep: Class 3 contains 96926 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 12960 members 
Mstep: Class 10 contains 46096 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111245 members 
Mstep: Class 15 contains 10212 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14253 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128117 members 
Mstep: Class 21 contains 2890 members 
Mstep: Class 23 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766552.000000 Penalty: 71329.296875
Iteration 149Q: 23 clusters Score -6.276655e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27894 members 
Mstep: Class 3 contains 97240 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 12954 members 
Mstep: Class 10 contains 45981 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 111075 members 
Mstep: Class 15 contains 10217 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 128010 members 
Mstep: Class 21 contains 2885 members 
Mstep: Class 23 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766652.000000 Penalty: 71329.296875
Iteration 150Q: 23 clusters Score -6.276665e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27899 members 
Mstep: Class 3 contains 97532 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 45891 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110922 members 
Mstep: Class 15 contains 10232 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14420 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127872 members 
Mstep: Class 21 contains 2881 members 
Mstep: Class 23 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766732.000000 Penalty: 71329.296875
Iteration 151Q: 23 clusters Score -6.276673e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27902 members 
Mstep: Class 3 contains 97824 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 12948 members 
Mstep: Class 10 contains 45813 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110793 members 
Mstep: Class 15 contains 10246 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127734 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 23 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766828.000000 Penalty: 71329.296875
Iteration 152Q: 23 clusters Score -6.276683e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27903 members 
Mstep: Class 3 contains 98085 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 45748 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110697 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14537 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127575 members 
Mstep: Class 21 contains 2874 members 
Mstep: Class 23 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767048.000000 Penalty: 71329.296875
Iteration 153Q: 23 clusters Score -6.276705e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27899 members 
Mstep: Class 3 contains 98321 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 45687 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110614 members 
Mstep: Class 15 contains 10281 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14588 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127422 members 
Mstep: Class 21 contains 2873 members 
Mstep: Class 23 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767204.000000 Penalty: 71329.296875
Iteration 154Q: 23 clusters Score -6.27672e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27887 members 
Mstep: Class 3 contains 98576 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 45654 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110496 members 
Mstep: Class 15 contains 10289 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14626 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127288 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 23 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767144.000000 Penalty: 71329.296875
Iteration 155Q: 23 clusters Score -6.276714e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27871 members 
Mstep: Class 3 contains 98813 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110400 members 
Mstep: Class 15 contains 10310 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14667 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127149 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 23 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767344.000000 Penalty: 71329.296875
Iteration 156Q: 23 clusters Score -6.276734e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27855 members 
Mstep: Class 3 contains 99046 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 12932 members 
Mstep: Class 10 contains 45588 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110301 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14705 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 127026 members 
Mstep: Class 21 contains 2869 members 
Mstep: Class 23 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767372.000000 Penalty: 71329.296875
Iteration 157Q: 23 clusters Score -6.276737e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27841 members 
Mstep: Class 3 contains 99279 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 12929 members 
Mstep: Class 10 contains 45567 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110224 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14740 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126855 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 23 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767492.000000 Penalty: 71329.296875
Iteration 158Q: 23 clusters Score -6.276749e+07 nChanged 621
Entering ConstructFrom: 
Score: -62767492.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19549.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19549.37 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 94 members 
Entering Unmasked Estep 
Score: -18529.287109 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18529.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18622.708984 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18622.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18662.404297 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18668.441406 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18668.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18676.333984 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -18676.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18676.333984 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -18676.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Entering Unmasked Estep 
Score: -3807958.750000 Penalty: 2538.079834
	Iteration 0F: 2 clusters Score -3807959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3789024.750000 Penalty: 5076.159668
	Iteration 0F: 3 clusters Score -3789025 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3795508.500000 Penalty: 5076.159668
	Iteration 1F: 3 clusters Score -3795508 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3795852.000000 Penalty: 5076.159668
	Iteration 2Q: 3 clusters Score -3795852 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3796132.000000 Penalty: 5076.159668
	Iteration 3Q: 3 clusters Score -3796132 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3796354.750000 Penalty: 5076.159668
	Iteration 4Q: 3 clusters Score -3796355 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3796580.250000 Penalty: 5076.159668
	Iteration 5Q: 3 clusters Score -3796580 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3796865.250000 Penalty: 5076.159668
	Iteration 6Q: 3 clusters Score -3796865 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3797258.750000 Penalty: 5076.159668
	Iteration 7Q: 3 clusters Score -3797259 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3797880.750000 Penalty: 5076.159668
	Iteration 8Q: 3 clusters Score -3797881 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3798895.500000 Penalty: 5076.159668
	Iteration 9F: 3 clusters Score -3798896 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3800413.750000 Penalty: 5076.159668
	Iteration 10F: 3 clusters Score -3800414 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3802130.750000 Penalty: 5076.159668
	Iteration 11F: 3 clusters Score -3802131 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3803712.500000 Penalty: 5076.159668
	Iteration 12F: 3 clusters Score -3803712 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3804719.750000 Penalty: 5076.159668
	Iteration 13Q: 3 clusters Score -3804720 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3805289.250000 Penalty: 5076.159668
	Iteration 14Q: 3 clusters Score -3805289 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3805535.500000 Penalty: 5076.159668
	Iteration 15Q: 3 clusters Score -3805536 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3805640.000000 Penalty: 5076.159668
	Iteration 16Q: 3 clusters Score -3805640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3805687.000000 Penalty: 5076.159668
	Iteration 17Q: 3 clusters Score -3805687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3805732.750000 Penalty: 5076.159668
	Iteration 18Q: 3 clusters Score -3805733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3805755.250000 Penalty: 5076.159668
	Iteration 19Q: 3 clusters Score -3805755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3805781.000000 Penalty: 5076.159668
	Iteration 20F: 3 clusters Score -3805781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3805793.000000 Penalty: 5076.159668
	Iteration 21Q: 3 clusters Score -3805793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3805801.500000 Penalty: 5076.159668
	Iteration 22Q: 3 clusters Score -3805802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3805808.000000 Penalty: 5076.159668
	Iteration 23Q: 3 clusters Score -3805808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3805812.750000 Penalty: 5076.159668
	Iteration 24Q: 3 clusters Score -3805813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3805812.750000 Penalty: 5076.159668
	Iteration 25F: 3 clusters Score -3805813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Entering Unmasked Estep 
Score: -13336696.000000 Penalty: 2853.927490
	Iteration 0F: 2 clusters Score -1.33367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -13270162.000000 Penalty: 5707.854980
	Iteration 0F: 3 clusters Score -1.327016e+07 nChanged 46924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -13297214.000000 Penalty: 5707.854980
	Iteration 1F: 3 clusters Score -1.329721e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -13298191.000000 Penalty: 5707.854980
	Iteration 2Q: 3 clusters Score -1.329819e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -13299351.000000 Penalty: 5707.854980
	Iteration 3Q: 3 clusters Score -1.329935e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -13300874.000000 Penalty: 5707.854980
	Iteration 4Q: 3 clusters Score -1.330087e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -13303133.000000 Penalty: 5707.854980
	Iteration 5Q: 3 clusters Score -1.330313e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -13306444.000000 Penalty: 5707.854980
	Iteration 6F: 3 clusters Score -1.330644e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -13311131.000000 Penalty: 5707.854980
	Iteration 7F: 3 clusters Score -1.331113e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -13316711.000000 Penalty: 5707.854980
	Iteration 8F: 3 clusters Score -1.331671e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -13322207.000000 Penalty: 5707.854980
	Iteration 9F: 3 clusters Score -1.332221e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -13326584.000000 Penalty: 5707.854980
	Iteration 10F: 3 clusters Score -1.332658e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -13329742.000000 Penalty: 5707.854980
	Iteration 11Q: 3 clusters Score -1.332974e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -13331668.000000 Penalty: 5707.854980
	Iteration 12Q: 3 clusters Score -1.333167e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13332857.000000 Penalty: 5707.854980
	Iteration 13Q: 3 clusters Score -1.333286e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13333465.000000 Penalty: 5707.854980
	Iteration 14Q: 3 clusters Score -1.333346e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13333768.000000 Penalty: 5707.854980
	Iteration 15Q: 3 clusters Score -1.333377e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13333996.000000 Penalty: 5707.854980
	Iteration 16Q: 3 clusters Score -1.3334e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13334138.000000 Penalty: 5707.854980
	Iteration 17Q: 3 clusters Score -1.333414e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13334222.000000 Penalty: 5707.854980
	Iteration 18Q: 3 clusters Score -1.333422e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13334271.000000 Penalty: 5707.854980
	Iteration 19Q: 3 clusters Score -1.333427e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13334302.000000 Penalty: 5707.854980
	Iteration 20F: 3 clusters Score -1.33343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13334315.000000 Penalty: 5707.854980
	Iteration 21Q: 3 clusters Score -1.333432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13334335.000000 Penalty: 5707.854980
	Iteration 22Q: 3 clusters Score -1.333434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13334329.000000 Penalty: 5707.854980
	Iteration 23Q: 3 clusters Score -1.333433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13334356.000000 Penalty: 5707.854980
	Iteration 24Q: 3 clusters Score -1.333436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13334365.000000 Penalty: 5707.854980
	Iteration 25Q: 3 clusters Score -1.333436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13334376.000000 Penalty: 5707.854980
	Iteration 26Q: 3 clusters Score -1.333438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13334384.000000 Penalty: 5707.854980
	Iteration 27Q: 3 clusters Score -1.333438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13334394.000000 Penalty: 5707.854980
	Iteration 28Q: 3 clusters Score -1.333439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13334386.000000 Penalty: 5707.854980
	Iteration 29Q: 3 clusters Score -1.333439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13334395.000000 Penalty: 5707.854980
	Iteration 30Q: 3 clusters Score -1.33344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13334395.000000 Penalty: 5707.854980
	Iteration 31Q: 3 clusters Score -1.33344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13334403.000000 Penalty: 5707.854980
	Iteration 32Q: 3 clusters Score -1.33344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13334398.000000 Penalty: 5707.854980
	Iteration 33Q: 3 clusters Score -1.33344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13334408.000000 Penalty: 5707.854980
	Iteration 34Q: 3 clusters Score -1.333441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13334401.000000 Penalty: 5707.854980
	Iteration 35Q: 3 clusters Score -1.33344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13334401.000000 Penalty: 5707.854980
	Iteration 36Q: 3 clusters Score -1.33344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13334403.000000 Penalty: 5707.854980
	Iteration 37Q: 3 clusters Score -1.33344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13334403.000000 Penalty: 5707.854980
	Iteration 38F: 3 clusters Score -1.33344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -151275.484375 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -151275.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -149200.515625 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -149200.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -149507.625000 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -149507.6 nChanged 71
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: -149587.671875 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -149587.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -149623.031250 Penalty: 3489.929688
	Iteration 3Q: 3 clusters Score -149623 nChanged 19
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: -149641.515625 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -149641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -149648.859375 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -149648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149656.593750 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -149656.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149661.375000 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -149661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149668.062500 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -149668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -149675.765625 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -149675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149681.250000 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -149681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149686.718750 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -149686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149688.531250 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -149688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149689.968750 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -149690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149689.968750 Penalty: 3489.929688
	Iteration 14F: 3 clusters Score -149690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -257941.046875 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -257941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -255321.703125 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -255321.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255736.828125 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -255736.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -255857.765625 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -255857.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -255934.046875 Penalty: 3754.428223
	Iteration 3Q: 3 clusters Score -255934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -255981.031250 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -255981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -256015.390625 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -256015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -256034.609375 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -256034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -256044.125000 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -256044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -256053.843750 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -256053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -256064.703125 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -256064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -256068.812500 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -256068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256071.656250 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -256071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -256074.031250 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -256074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256075.062500 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -256075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256075.062500 Penalty: 3754.428223
	Iteration 14F: 3 clusters Score -256075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Entering Unmasked Estep 
Score: -740156.750000 Penalty: 2144.976318
	Iteration 0F: 2 clusters Score -740156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -735197.500000 Penalty: 4289.952637
	Iteration 0F: 3 clusters Score -735197.5 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -736417.625000 Penalty: 4289.952637
	Iteration 1F: 3 clusters Score -736417.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -736651.437500 Penalty: 4289.952637
	Iteration 2F: 3 clusters Score -736651.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -736806.500000 Penalty: 4289.952637
	Iteration 3Q: 3 clusters Score -736806.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -736918.000000 Penalty: 4289.952637
	Iteration 4Q: 3 clusters Score -736918 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -736997.125000 Penalty: 4289.952637
	Iteration 5Q: 3 clusters Score -736997.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -737069.750000 Penalty: 4289.952637
	Iteration 6Q: 3 clusters Score -737069.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -737139.312500 Penalty: 4289.952637
	Iteration 7Q: 3 clusters Score -737139.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -737195.312500 Penalty: 4289.952637
	Iteration 8Q: 3 clusters Score -737195.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -737251.250000 Penalty: 4289.952637
	Iteration 9Q: 3 clusters Score -737251.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -737300.875000 Penalty: 4289.952637
	Iteration 10Q: 3 clusters Score -737300.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -737339.062500 Penalty: 4289.952637
	Iteration 11Q: 3 clusters Score -737339.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -737384.312500 Penalty: 4289.952637
	Iteration 12Q: 3 clusters Score -737384.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -737428.125000 Penalty: 4289.952637
	Iteration 13Q: 3 clusters Score -737428.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -737482.875000 Penalty: 4289.952637
	Iteration 14Q: 3 clusters Score -737482.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -737540.437500 Penalty: 4289.952637
	Iteration 15Q: 3 clusters Score -737540.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -737593.812500 Penalty: 4289.952637
	Iteration 16Q: 3 clusters Score -737593.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -737649.437500 Penalty: 4289.952637
	Iteration 17Q: 3 clusters Score -737649.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -737706.687500 Penalty: 4289.952637
	Iteration 18Q: 3 clusters Score -737706.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -737796.250000 Penalty: 4289.952637
	Iteration 19Q: 3 clusters Score -737796.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -737894.062500 Penalty: 4289.952637
	Iteration 20F: 3 clusters Score -737894.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -738011.562500 Penalty: 4289.952637
	Iteration 21Q: 3 clusters Score -738011.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -738156.000000 Penalty: 4289.952637
	Iteration 22Q: 3 clusters Score -738156 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -738387.937500 Penalty: 4289.952637
	Iteration 23Q: 3 clusters Score -738387.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -738663.125000 Penalty: 4289.952637
	Iteration 24Q: 3 clusters Score -738663.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -738916.062500 Penalty: 4289.952637
	Iteration 25Q: 3 clusters Score -738916.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -739180.687500 Penalty: 4289.952637
	Iteration 26Q: 3 clusters Score -739180.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -739444.000000 Penalty: 4289.952637
	Iteration 27Q: 3 clusters Score -739444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -739626.187500 Penalty: 4289.952637
	Iteration 28Q: 3 clusters Score -739626.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -739692.937500 Penalty: 4289.952637
	Iteration 29Q: 3 clusters Score -739692.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -739722.375000 Penalty: 4289.952637
	Iteration 30Q: 3 clusters Score -739722.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -739733.062500 Penalty: 4289.952637
	Iteration 31Q: 3 clusters Score -739733.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -739739.937500 Penalty: 4289.952637
	Iteration 32Q: 3 clusters Score -739739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -739740.875000 Penalty: 4289.952637
	Iteration 33Q: 3 clusters Score -739740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -739742.687500 Penalty: 4289.952637
	Iteration 34Q: 3 clusters Score -739742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -739743.687500 Penalty: 4289.952637
	Iteration 35Q: 3 clusters Score -739743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -739745.250000 Penalty: 4289.952637
	Iteration 36Q: 3 clusters Score -739745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -739745.625000 Penalty: 4289.952637
	Iteration 37Q: 3 clusters Score -739745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -739746.687500 Penalty: 4289.952637
	Iteration 38Q: 3 clusters Score -739746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -739747.875000 Penalty: 4289.952637
	Iteration 39Q: 3 clusters Score -739747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -739748.625000 Penalty: 4289.952637
	Iteration 40F: 3 clusters Score -739748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -101836.578125 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -101836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99992.312500 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -99992.31 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100555.757812 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -100555.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101191.500000 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -101191.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101603.609375 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -101603.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101735.523438 Penalty: 3380.557373
	Iteration 4Q: 3 clusters Score -101735.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101824.968750 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -101825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101878.062500 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -101878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101980.656250 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -101980.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102091.335938 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -102091.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102144.531250 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -102144.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102191.281250 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -102191.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102214.257812 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -102214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102229.812500 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -102229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102248.234375 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -102248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102261.789062 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -102261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102278.468750 Penalty: 3380.557373
	Iteration 15Q: 3 clusters Score -102278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102281.179688 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -102281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102284.515625 Penalty: 3380.557373
	Iteration 17Q: 3 clusters Score -102284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102286.945312 Penalty: 3380.557373
	Iteration 18Q: 3 clusters Score -102286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102288.562500 Penalty: 3380.557373
	Iteration 19Q: 3 clusters Score -102288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102290.757812 Penalty: 3380.557373
	Iteration 20F: 3 clusters Score -102290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102292.539062 Penalty: 3380.557373
	Iteration 21Q: 3 clusters Score -102292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102292.539062 Penalty: 3380.557373
	Iteration 22F: 3 clusters Score -102292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27839 members 
Mstep: Class 3 contains 99486 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 45552 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110147 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126695 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 4212 members 
Entering Unmasked Estep 
Score: -62766456.000000 Penalty: 74571.539062
Splitting cluster 7 changes total score from -62767492.000000 to -62766456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -350929.750000 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -350929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -347844.000000 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -347844 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -348450.375000 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -348450.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348610.062500 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -348610.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -348709.343750 Penalty: 3918.715820
	Iteration 3Q: 3 clusters Score -348709.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -348784.687500 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -348784.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -348842.062500 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -348842.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -348893.687500 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -348893.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348945.218750 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -348945.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -348987.812500 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -348987.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -349019.875000 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -349019.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -349051.437500 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -349051.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -349084.562500 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -349084.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -349117.000000 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -349117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -349141.718750 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -349141.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349160.906250 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -349160.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -349180.500000 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -349180.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -349203.562500 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -349203.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -349225.125000 Penalty: 3918.715820
	Iteration 17Q: 3 clusters Score -349225.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349253.218750 Penalty: 3918.715820
	Iteration 18Q: 3 clusters Score -349253.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -349276.156250 Penalty: 3918.715820
	Iteration 19Q: 3 clusters Score -349276.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349294.125000 Penalty: 3918.715820
	Iteration 20F: 3 clusters Score -349294.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -349310.781250 Penalty: 3918.715820
	Iteration 21Q: 3 clusters Score -349310.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -349329.500000 Penalty: 3918.715820
	Iteration 22Q: 3 clusters Score -349329.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -349345.187500 Penalty: 3918.715820
	Iteration 23Q: 3 clusters Score -349345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -349356.656250 Penalty: 3918.715820
	Iteration 24Q: 3 clusters Score -349356.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -349363.281250 Penalty: 3918.715820
	Iteration 25Q: 3 clusters Score -349363.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -349373.031250 Penalty: 3918.715820
	Iteration 26Q: 3 clusters Score -349373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -349387.937500 Penalty: 3918.715820
	Iteration 27Q: 3 clusters Score -349387.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -349398.687500 Penalty: 3918.715820
	Iteration 28Q: 3 clusters Score -349398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -349409.187500 Penalty: 3918.715820
	Iteration 29Q: 3 clusters Score -349409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -349422.093750 Penalty: 3918.715820
	Iteration 30Q: 3 clusters Score -349422.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -349435.562500 Penalty: 3918.715820
	Iteration 31Q: 3 clusters Score -349435.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -349451.781250 Penalty: 3918.715820
	Iteration 32Q: 3 clusters Score -349451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -349463.906250 Penalty: 3918.715820
	Iteration 33Q: 3 clusters Score -349463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -349470.468750 Penalty: 3918.715820
	Iteration 34Q: 3 clusters Score -349470.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -349476.875000 Penalty: 3918.715820
	Iteration 35Q: 3 clusters Score -349476.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -349483.500000 Penalty: 3918.715820
	Iteration 36Q: 3 clusters Score -349483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -349486.906250 Penalty: 3918.715820
	Iteration 37Q: 3 clusters Score -349486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -349490.031250 Penalty: 3918.715820
	Iteration 38Q: 3 clusters Score -349490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349494.625000 Penalty: 3918.715820
	Iteration 39Q: 3 clusters Score -349494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -349499.281250 Penalty: 3918.715820
	Iteration 40F: 3 clusters Score -349499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -349504.375000 Penalty: 3918.715820
	Iteration 41Q: 3 clusters Score -349504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -349508.125000 Penalty: 3918.715820
	Iteration 42Q: 3 clusters Score -349508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349511.062500 Penalty: 3918.715820
	Iteration 43Q: 3 clusters Score -349511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349513.468750 Penalty: 3918.715820
	Iteration 44Q: 3 clusters Score -349513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -349516.031250 Penalty: 3918.715820
	Iteration 45Q: 3 clusters Score -349516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -349516.937500 Penalty: 3918.715820
	Iteration 46Q: 3 clusters Score -349516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -349516.906250 Penalty: 3918.715820
	Iteration 47Q: 3 clusters Score -349516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -349517.531250 Penalty: 3918.715820
	Iteration 48Q: 3 clusters Score -349517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -349518.750000 Penalty: 3918.715820
	Iteration 49Q: 3 clusters Score -349518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -349519.937500 Penalty: 3918.715820
	Iteration 50Q: 3 clusters Score -349519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -349519.937500 Penalty: 3918.715820
	Iteration 51F: 3 clusters Score -349519.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Entering Unmasked Estep 
Score: -1761422.500000 Penalty: 2347.853271
	Iteration 0F: 2 clusters Score -1761422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1751859.500000 Penalty: 4695.706543
	Iteration 0F: 3 clusters Score -1751860 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1754822.375000 Penalty: 4695.706543
	Iteration 1F: 3 clusters Score -1754822 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1755161.625000 Penalty: 4695.706543
	Iteration 2F: 3 clusters Score -1755162 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1755456.125000 Penalty: 4695.706543
	Iteration 3Q: 3 clusters Score -1755456 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1755741.125000 Penalty: 4695.706543
	Iteration 4Q: 3 clusters Score -1755741 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1756077.875000 Penalty: 4695.706543
	Iteration 5Q: 3 clusters Score -1756078 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1756505.750000 Penalty: 4695.706543
	Iteration 6F: 3 clusters Score -1756506 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1757034.500000 Penalty: 4695.706543
	Iteration 7F: 3 clusters Score -1757034 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1757584.000000 Penalty: 4695.706543
	Iteration 8F: 3 clusters Score -1757584 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1758126.375000 Penalty: 4695.706543
	Iteration 9F: 3 clusters Score -1758126 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1758554.000000 Penalty: 4695.706543
	Iteration 10Q: 3 clusters Score -1758554 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1758865.750000 Penalty: 4695.706543
	Iteration 11Q: 3 clusters Score -1758866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1759098.625000 Penalty: 4695.706543
	Iteration 12Q: 3 clusters Score -1759099 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1759240.250000 Penalty: 4695.706543
	Iteration 13Q: 3 clusters Score -1759240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1759335.000000 Penalty: 4695.706543
	Iteration 14Q: 3 clusters Score -1759335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1759386.750000 Penalty: 4695.706543
	Iteration 15Q: 3 clusters Score -1759387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1759409.375000 Penalty: 4695.706543
	Iteration 16Q: 3 clusters Score -1759409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1759419.625000 Penalty: 4695.706543
	Iteration 17Q: 3 clusters Score -1759420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1759426.625000 Penalty: 4695.706543
	Iteration 18Q: 3 clusters Score -1759427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1759428.500000 Penalty: 4695.706543
	Iteration 19Q: 3 clusters Score -1759428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1759435.000000 Penalty: 4695.706543
	Iteration 20F: 3 clusters Score -1759435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1759438.625000 Penalty: 4695.706543
	Iteration 21Q: 3 clusters Score -1759439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1759439.750000 Penalty: 4695.706543
	Iteration 22Q: 3 clusters Score -1759440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1759439.500000 Penalty: 4695.706543
	Iteration 23Q: 3 clusters Score -1759440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1759439.500000 Penalty: 4695.706543
	Iteration 24F: 3 clusters Score -1759440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Entering Unmasked Estep 
Score: -5956949.000000 Penalty: 2660.199219
	Iteration 0F: 2 clusters Score -5956949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5926256.000000 Penalty: 5320.398438
	Iteration 0F: 3 clusters Score -5926256 nChanged 20958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5937934.000000 Penalty: 5320.398438
	Iteration 1F: 3 clusters Score -5937934 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5938537.500000 Penalty: 5320.398438
	Iteration 2Q: 3 clusters Score -5938538 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -5939197.500000 Penalty: 5320.398438
	Iteration 3Q: 3 clusters Score -5939198 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -5939899.500000 Penalty: 5320.398438
	Iteration 4Q: 3 clusters Score -5939900 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5940688.500000 Penalty: 5320.398438
	Iteration 5Q: 3 clusters Score -5940688 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -5941670.500000 Penalty: 5320.398438
	Iteration 6Q: 3 clusters Score -5941670 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5942789.500000 Penalty: 5320.398438
	Iteration 7Q: 3 clusters Score -5942790 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -5944140.000000 Penalty: 5320.398438
	Iteration 8Q: 3 clusters Score -5944140 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5945887.500000 Penalty: 5320.398438
	Iteration 9F: 3 clusters Score -5945888 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5947796.500000 Penalty: 5320.398438
	Iteration 10F: 3 clusters Score -5947796 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5949638.500000 Penalty: 5320.398438
	Iteration 11F: 3 clusters Score -5949638 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5951181.000000 Penalty: 5320.398438
	Iteration 12Q: 3 clusters Score -5951181 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5952349.500000 Penalty: 5320.398438
	Iteration 13Q: 3 clusters Score -5952350 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5953073.000000 Penalty: 5320.398438
	Iteration 14Q: 3 clusters Score -5953073 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5953558.500000 Penalty: 5320.398438
	Iteration 15Q: 3 clusters Score -5953558 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5953887.000000 Penalty: 5320.398438
	Iteration 16Q: 3 clusters Score -5953887 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -5954077.000000 Penalty: 5320.398438
	Iteration 17Q: 3 clusters Score -5954077 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -5954269.000000 Penalty: 5320.398438
	Iteration 18Q: 3 clusters Score -5954269 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5954408.500000 Penalty: 5320.398438
	Iteration 19Q: 3 clusters Score -5954408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -5954467.000000 Penalty: 5320.398438
	Iteration 20F: 3 clusters Score -5954467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5954517.000000 Penalty: 5320.398438
	Iteration 21Q: 3 clusters Score -5954517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -5954558.000000 Penalty: 5320.398438
	Iteration 22Q: 3 clusters Score -5954558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -5954588.000000 Penalty: 5320.398438
	Iteration 23Q: 3 clusters Score -5954588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -5954622.500000 Penalty: 5320.398438
	Iteration 24Q: 3 clusters Score -5954622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -5954660.000000 Penalty: 5320.398438
	Iteration 25Q: 3 clusters Score -5954660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5954672.500000 Penalty: 5320.398438
	Iteration 26Q: 3 clusters Score -5954672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5954701.000000 Penalty: 5320.398438
	Iteration 27Q: 3 clusters Score -5954701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -5954718.500000 Penalty: 5320.398438
	Iteration 28Q: 3 clusters Score -5954718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5954725.500000 Penalty: 5320.398438
	Iteration 29Q: 3 clusters Score -5954726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -5954730.500000 Penalty: 5320.398438
	Iteration 30Q: 3 clusters Score -5954730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5954738.000000 Penalty: 5320.398438
	Iteration 31Q: 3 clusters Score -5954738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5954745.500000 Penalty: 5320.398438
	Iteration 32Q: 3 clusters Score -5954746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -5954749.500000 Penalty: 5320.398438
	Iteration 33Q: 3 clusters Score -5954750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5954746.000000 Penalty: 5320.398438
	Iteration 34Q: 3 clusters Score -5954746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5954744.000000 Penalty: 5320.398438
	Iteration 35Q: 3 clusters Score -5954744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5954748.500000 Penalty: 5320.398438
	Iteration 36Q: 3 clusters Score -5954748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -5954747.000000 Penalty: 5320.398438
	Iteration 37Q: 3 clusters Score -5954747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5954752.000000 Penalty: 5320.398438
	Iteration 38Q: 3 clusters Score -5954752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5954754.000000 Penalty: 5320.398438
	Iteration 39Q: 3 clusters Score -5954754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5954752.500000 Penalty: 5320.398438
	Iteration 40F: 3 clusters Score -5954752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5954750.000000 Penalty: 5320.398438
	Iteration 41Q: 3 clusters Score -5954750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5954750.000000 Penalty: 5320.398438
	Iteration 42F: 3 clusters Score -5954750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -280794.281250 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -280794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -278113.031250 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -278113 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -278620.750000 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -278620.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -278780.312500 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -278780.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -278872.375000 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -278872.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -278919.812500 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -278919.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -278955.375000 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -278955.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -278993.718750 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -278993.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -279019.281250 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -279019.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -279036.062500 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -279036.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -279047.062500 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -279047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279058.250000 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -279058.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -279066.968750 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -279067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -279072.062500 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -279072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -279078.093750 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -279078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -279085.031250 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -279085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -279088.906250 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -279088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -279091.031250 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -279091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -279094.156250 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -279094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -279096.562500 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -279096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -279098.906250 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -279098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -279101.218750 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -279101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -279105.312500 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -279105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279109.031250 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -279109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -279115.843750 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -279115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -279118.125000 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -279118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -279118.812500 Penalty: 3794.011230
	Iteration 25Q: 3 clusters Score -279118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279119.781250 Penalty: 3794.011230
	Iteration 26Q: 3 clusters Score -279119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279120.625000 Penalty: 3794.011230
	Iteration 27Q: 3 clusters Score -279120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279121.375000 Penalty: 3794.011230
	Iteration 28Q: 3 clusters Score -279121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279122.250000 Penalty: 3794.011230
	Iteration 29Q: 3 clusters Score -279122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279123.000000 Penalty: 3794.011230
	Iteration 30Q: 3 clusters Score -279123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279123.843750 Penalty: 3794.011230
	Iteration 31Q: 3 clusters Score -279123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -279124.281250 Penalty: 3794.011230
	Iteration 32Q: 3 clusters Score -279124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -279125.000000 Penalty: 3794.011230
	Iteration 33Q: 3 clusters Score -279125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -279125.468750 Penalty: 3794.011230
	Iteration 34Q: 3 clusters Score -279125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279126.437500 Penalty: 3794.011230
	Iteration 35Q: 3 clusters Score -279126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279126.750000 Penalty: 3794.011230
	Iteration 36Q: 3 clusters Score -279126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279126.750000 Penalty: 3794.011230
	Iteration 37F: 3 clusters Score -279126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -561342.125000 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -561342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -557317.312500 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -557317.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -558328.562500 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -558328.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -558603.937500 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -558603.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -558779.250000 Penalty: 4134.849609
	Iteration 3F: 3 clusters Score -558779.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -558920.187500 Penalty: 4134.849609
	Iteration 4Q: 3 clusters Score -558920.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -559044.875000 Penalty: 4134.849609
	Iteration 5Q: 3 clusters Score -559044.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -559175.625000 Penalty: 4134.849609
	Iteration 6Q: 3 clusters Score -559175.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -559305.125000 Penalty: 4134.849609
	Iteration 7Q: 3 clusters Score -559305.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -559457.750000 Penalty: 4134.849609
	Iteration 8Q: 3 clusters Score -559457.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -559567.687500 Penalty: 4134.849609
	Iteration 9Q: 3 clusters Score -559567.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -559645.937500 Penalty: 4134.849609
	Iteration 10Q: 3 clusters Score -559645.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -559703.437500 Penalty: 4134.849609
	Iteration 11Q: 3 clusters Score -559703.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -559742.562500 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -559742.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -559761.062500 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -559761.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -559783.125000 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -559783.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -559799.750000 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -559799.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -559815.562500 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -559815.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -559827.125000 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -559827.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -559834.062500 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -559834.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -559847.375000 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -559847.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -559860.562500 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -559860.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -559880.937500 Penalty: 4134.849609
	Iteration 21Q: 3 clusters Score -559880.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -559904.187500 Penalty: 4134.849609
	Iteration 22Q: 3 clusters Score -559904.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -559922.562500 Penalty: 4134.849609
	Iteration 23Q: 3 clusters Score -559922.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -559938.187500 Penalty: 4134.849609
	Iteration 24Q: 3 clusters Score -559938.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -559954.937500 Penalty: 4134.849609
	Iteration 25Q: 3 clusters Score -559954.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -559964.437500 Penalty: 4134.849609
	Iteration 26Q: 3 clusters Score -559964.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -559976.937500 Penalty: 4134.849609
	Iteration 27Q: 3 clusters Score -559976.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -559984.125000 Penalty: 4134.849609
	Iteration 28Q: 3 clusters Score -559984.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -559991.125000 Penalty: 4134.849609
	Iteration 29Q: 3 clusters Score -559991.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -560000.375000 Penalty: 4134.849609
	Iteration 30Q: 3 clusters Score -560000.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -560008.187500 Penalty: 4134.849609
	Iteration 31Q: 3 clusters Score -560008.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -560015.625000 Penalty: 4134.849609
	Iteration 32Q: 3 clusters Score -560015.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -560021.062500 Penalty: 4134.849609
	Iteration 33Q: 3 clusters Score -560021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -560027.000000 Penalty: 4134.849609
	Iteration 34Q: 3 clusters Score -560027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -560031.625000 Penalty: 4134.849609
	Iteration 35Q: 3 clusters Score -560031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -560035.937500 Penalty: 4134.849609
	Iteration 36Q: 3 clusters Score -560035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -560040.062500 Penalty: 4134.849609
	Iteration 37Q: 3 clusters Score -560040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -560045.687500 Penalty: 4134.849609
	Iteration 38Q: 3 clusters Score -560045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -560051.500000 Penalty: 4134.849609
	Iteration 39Q: 3 clusters Score -560051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -560054.437500 Penalty: 4134.849609
	Iteration 40F: 3 clusters Score -560054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -560059.312500 Penalty: 4134.849609
	Iteration 41Q: 3 clusters Score -560059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -560063.687500 Penalty: 4134.849609
	Iteration 42Q: 3 clusters Score -560063.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -560065.875000 Penalty: 4134.849609
	Iteration 43Q: 3 clusters Score -560065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -560070.500000 Penalty: 4134.849609
	Iteration 44Q: 3 clusters Score -560070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -560073.500000 Penalty: 4134.849609
	Iteration 45Q: 3 clusters Score -560073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -560076.812500 Penalty: 4134.849609
	Iteration 46Q: 3 clusters Score -560076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -560079.937500 Penalty: 4134.849609
	Iteration 47Q: 3 clusters Score -560079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -560081.937500 Penalty: 4134.849609
	Iteration 48Q: 3 clusters Score -560081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -560086.187500 Penalty: 4134.849609
	Iteration 49Q: 3 clusters Score -560086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -560089.562500 Penalty: 4134.849609
	Iteration 50Q: 3 clusters Score -560089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -560090.625000 Penalty: 4134.849609
	Iteration 51Q: 3 clusters Score -560090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -560091.437500 Penalty: 4134.849609
	Iteration 52Q: 3 clusters Score -560091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -560091.437500 Penalty: 4134.849609
	Iteration 53F: 3 clusters Score -560091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -64515.582031 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -64515.58 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 268 members 
Entering Unmasked Estep 
Score: -63011.109375 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -63011.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63327.394531 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -63327.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -63495.582031 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -63495.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63612.816406 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -63612.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63740.328125 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -63740.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63825.691406 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -63825.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -63853.925781 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -63853.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -63890.269531 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -63890.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63916.824219 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -63916.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -63933.566406 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -63933.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -63942.660156 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -63942.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -63946.296875 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -63946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -63946.296875 Penalty: 3135.992188
	Iteration 12F: 3 clusters Score -63946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Entering Unmasked Estep 
Score: -14816277.000000 Penalty: 2879.173828
	Iteration 0F: 2 clusters Score -1.481628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -14744103.000000 Penalty: 5758.347656
	Iteration 0F: 3 clusters Score -1.47441e+07 nChanged 52043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -14773533.000000 Penalty: 5758.347656
	Iteration 1F: 3 clusters Score -1.477353e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -14774695.000000 Penalty: 5758.347656
	Iteration 2Q: 3 clusters Score -1.47747e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -14776274.000000 Penalty: 5758.347656
	Iteration 3Q: 3 clusters Score -1.477627e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -14779070.000000 Penalty: 5758.347656
	Iteration 4Q: 3 clusters Score -1.477907e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -14783084.000000 Penalty: 5758.347656
	Iteration 5F: 3 clusters Score -1.478308e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -14789262.000000 Penalty: 5758.347656
	Iteration 6F: 3 clusters Score -1.478926e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -14796771.000000 Penalty: 5758.347656
	Iteration 7F: 3 clusters Score -1.479677e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -14802822.000000 Penalty: 5758.347656
	Iteration 8F: 3 clusters Score -1.480282e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -14804882.000000 Penalty: 5758.347656
	Iteration 9F: 3 clusters Score -1.480488e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -14805318.000000 Penalty: 5758.347656
	Iteration 10Q: 3 clusters Score -1.480532e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -14805573.000000 Penalty: 5758.347656
	Iteration 11Q: 3 clusters Score -1.480557e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -14805726.000000 Penalty: 5758.347656
	Iteration 12Q: 3 clusters Score -1.480573e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -14805889.000000 Penalty: 5758.347656
	Iteration 13Q: 3 clusters Score -1.480589e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -14805956.000000 Penalty: 5758.347656
	Iteration 14Q: 3 clusters Score -1.480596e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -14806045.000000 Penalty: 5758.347656
	Iteration 15Q: 3 clusters Score -1.480604e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -14806009.000000 Penalty: 5758.347656
	Iteration 16Q: 3 clusters Score -1.480601e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -14806007.000000 Penalty: 5758.347656
	Iteration 17Q: 3 clusters Score -1.480601e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -14806069.000000 Penalty: 5758.347656
	Iteration 18Q: 3 clusters Score -1.480607e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -14806130.000000 Penalty: 5758.347656
	Iteration 19Q: 3 clusters Score -1.480613e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -14806127.000000 Penalty: 5758.347656
	Iteration 20F: 3 clusters Score -1.480613e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -14806112.000000 Penalty: 5758.347656
	Iteration 21Q: 3 clusters Score -1.480611e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -14806096.000000 Penalty: 5758.347656
	Iteration 22Q: 3 clusters Score -1.48061e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -14806096.000000 Penalty: 5758.347656
	Iteration 23Q: 3 clusters Score -1.48061e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -14806131.000000 Penalty: 5758.347656
	Iteration 24Q: 3 clusters Score -1.480613e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -14806149.000000 Penalty: 5758.347656
	Iteration 25Q: 3 clusters Score -1.480615e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -14806121.000000 Penalty: 5758.347656
	Iteration 26Q: 3 clusters Score -1.480612e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -14806123.000000 Penalty: 5758.347656
	Iteration 27Q: 3 clusters Score -1.480612e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -14806145.000000 Penalty: 5758.347656
	Iteration 28Q: 3 clusters Score -1.480614e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -14806125.000000 Penalty: 5758.347656
	Iteration 29Q: 3 clusters Score -1.480612e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -14806135.000000 Penalty: 5758.347656
	Iteration 30Q: 3 clusters Score -1.480614e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -14806117.000000 Penalty: 5758.347656
	Iteration 31Q: 3 clusters Score -1.480612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -14806115.000000 Penalty: 5758.347656
	Iteration 32Q: 3 clusters Score -1.480612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -14806111.000000 Penalty: 5758.347656
	Iteration 33Q: 3 clusters Score -1.480611e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -14806087.000000 Penalty: 5758.347656
	Iteration 34Q: 3 clusters Score -1.480609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -14806077.000000 Penalty: 5758.347656
	Iteration 35Q: 3 clusters Score -1.480608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -14806101.000000 Penalty: 5758.347656
	Iteration 36Q: 3 clusters Score -1.48061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -14806080.000000 Penalty: 5758.347656
	Iteration 37Q: 3 clusters Score -1.480608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -14806083.000000 Penalty: 5758.347656
	Iteration 38Q: 3 clusters Score -1.480608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -14806094.000000 Penalty: 5758.347656
	Iteration 39Q: 3 clusters Score -1.480609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -14806086.000000 Penalty: 5758.347656
	Iteration 40F: 3 clusters Score -1.480609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -14806085.000000 Penalty: 5758.347656
	Iteration 41Q: 3 clusters Score -1.480608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -14806094.000000 Penalty: 5758.347656
	Iteration 42Q: 3 clusters Score -1.480609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -14806097.000000 Penalty: 5758.347656
	Iteration 43Q: 3 clusters Score -1.48061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -14806092.000000 Penalty: 5758.347656
	Iteration 44Q: 3 clusters Score -1.480609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -14806087.000000 Penalty: 5758.347656
	Iteration 45Q: 3 clusters Score -1.480609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -14806084.000000 Penalty: 5758.347656
	Iteration 46Q: 3 clusters Score -1.480608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -14806093.000000 Penalty: 5758.347656
	Iteration 47Q: 3 clusters Score -1.480609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -14806093.000000 Penalty: 5758.347656
	Iteration 48F: 3 clusters Score -1.480609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -1391854.625000 Penalty: 2292.839600
	Iteration 0F: 2 clusters Score -1391855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1384016.375000 Penalty: 4585.679199
	Iteration 0F: 3 clusters Score -1384016 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1386359.375000 Penalty: 4585.679199
	Iteration 1F: 3 clusters Score -1386359 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1386605.625000 Penalty: 4585.679199
	Iteration 2F: 3 clusters Score -1386606 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1386763.875000 Penalty: 4585.679199
	Iteration 3Q: 3 clusters Score -1386764 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1386902.375000 Penalty: 4585.679199
	Iteration 4Q: 3 clusters Score -1386902 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1387013.625000 Penalty: 4585.679199
	Iteration 5Q: 3 clusters Score -1387014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1387118.000000 Penalty: 4585.679199
	Iteration 6Q: 3 clusters Score -1387118 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1387217.250000 Penalty: 4585.679199
	Iteration 7Q: 3 clusters Score -1387217 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1387327.625000 Penalty: 4585.679199
	Iteration 8Q: 3 clusters Score -1387328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1387450.750000 Penalty: 4585.679199
	Iteration 9Q: 3 clusters Score -1387451 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1387602.125000 Penalty: 4585.679199
	Iteration 10Q: 3 clusters Score -1387602 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1387785.625000 Penalty: 4585.679199
	Iteration 11Q: 3 clusters Score -1387786 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1388013.375000 Penalty: 4585.679199
	Iteration 12Q: 3 clusters Score -1388013 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1388288.500000 Penalty: 4585.679199
	Iteration 13Q: 3 clusters Score -1388288 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1388547.125000 Penalty: 4585.679199
	Iteration 14Q: 3 clusters Score -1388547 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1388759.125000 Penalty: 4585.679199
	Iteration 15Q: 3 clusters Score -1388759 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1388976.875000 Penalty: 4585.679199
	Iteration 16Q: 3 clusters Score -1388977 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1389202.625000 Penalty: 4585.679199
	Iteration 17Q: 3 clusters Score -1389203 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1389403.500000 Penalty: 4585.679199
	Iteration 18Q: 3 clusters Score -1389404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1389547.000000 Penalty: 4585.679199
	Iteration 19Q: 3 clusters Score -1389547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1389636.250000 Penalty: 4585.679199
	Iteration 20F: 3 clusters Score -1389636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1389684.250000 Penalty: 4585.679199
	Iteration 21Q: 3 clusters Score -1389684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1389713.750000 Penalty: 4585.679199
	Iteration 22Q: 3 clusters Score -1389714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1389744.875000 Penalty: 4585.679199
	Iteration 23Q: 3 clusters Score -1389745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1389765.375000 Penalty: 4585.679199
	Iteration 24Q: 3 clusters Score -1389765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1389778.000000 Penalty: 4585.679199
	Iteration 25Q: 3 clusters Score -1389778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1389795.875000 Penalty: 4585.679199
	Iteration 26Q: 3 clusters Score -1389796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1389807.375000 Penalty: 4585.679199
	Iteration 27Q: 3 clusters Score -1389807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1389813.000000 Penalty: 4585.679199
	Iteration 28Q: 3 clusters Score -1389813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1389818.250000 Penalty: 4585.679199
	Iteration 29Q: 3 clusters Score -1389818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1389821.875000 Penalty: 4585.679199
	Iteration 30Q: 3 clusters Score -1389822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1389823.375000 Penalty: 4585.679199
	Iteration 31Q: 3 clusters Score -1389823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1389829.500000 Penalty: 4585.679199
	Iteration 32Q: 3 clusters Score -1389830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1389827.500000 Penalty: 4585.679199
	Iteration 33Q: 3 clusters Score -1389828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1389828.250000 Penalty: 4585.679199
	Iteration 34Q: 3 clusters Score -1389828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1389829.625000 Penalty: 4585.679199
	Iteration 35Q: 3 clusters Score -1389830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1389829.750000 Penalty: 4585.679199
	Iteration 36Q: 3 clusters Score -1389830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1389829.750000 Penalty: 4585.679199
	Iteration 37F: 3 clusters Score -1389830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -117104.523438 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -117104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115176.468750 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -115176.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115822.421875 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -115822.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116426.640625 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -116426.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -117019.593750 Penalty: 3455.148193
	Iteration 3F: 3 clusters Score -117019.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117415.476562 Penalty: 3455.148193
	Iteration 4F: 3 clusters Score -117415.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117545.320312 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -117545.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -117593.304688 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -117593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117621.460938 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -117621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117638.625000 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -117638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117642.843750 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -117642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117652.445312 Penalty: 3455.148193
	Iteration 10Q: 3 clusters Score -117652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117667.375000 Penalty: 3455.148193
	Iteration 11Q: 3 clusters Score -117667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117680.375000 Penalty: 3455.148193
	Iteration 12Q: 3 clusters Score -117680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117686.171875 Penalty: 3455.148193
	Iteration 13Q: 3 clusters Score -117686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117691.390625 Penalty: 3455.148193
	Iteration 14Q: 3 clusters Score -117691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117705.796875 Penalty: 3455.148193
	Iteration 15Q: 3 clusters Score -117705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117715.078125 Penalty: 3455.148193
	Iteration 16Q: 3 clusters Score -117715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117723.187500 Penalty: 3455.148193
	Iteration 17Q: 3 clusters Score -117723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117756.640625 Penalty: 3455.148193
	Iteration 18Q: 3 clusters Score -117756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117781.101562 Penalty: 3455.148193
	Iteration 19Q: 3 clusters Score -117781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117835.546875 Penalty: 3455.148193
	Iteration 20F: 3 clusters Score -117835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117880.828125 Penalty: 3455.148193
	Iteration 21Q: 3 clusters Score -117880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117883.179688 Penalty: 3455.148193
	Iteration 22Q: 3 clusters Score -117883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117883.632812 Penalty: 3455.148193
	Iteration 23Q: 3 clusters Score -117883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117883.632812 Penalty: 3455.148193
	Iteration 24F: 3 clusters Score -117883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27839 members 
Mstep: Class 3 contains 99486 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 45552 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110147 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126695 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 4212 members 
Entering Unmasked Estep 
Score: -62766732.000000 Penalty: 74571.539062
Splitting cluster 16 changes total score from -62767492.000000 to -62766732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -22853.912109 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -22853.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21747.316406 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -21747.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22063.421875 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -22063.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22243.119141 Penalty: 2718.396973
	Iteration 2F: 3 clusters Score -22243.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22333.761719 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -22333.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22350.207031 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -22350.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22350.207031 Penalty: 2718.396973
	Iteration 5F: 3 clusters Score -22350.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -2014052.250000 Penalty: 2380.988281
	Iteration 0F: 2 clusters Score -2014052 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 7407 members 
Entering Unmasked Estep 
Score: -2003440.250000 Penalty: 4761.976562
	Iteration 0F: 3 clusters Score -2003440 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2006725.625000 Penalty: 4761.976562
	Iteration 1F: 3 clusters Score -2006726 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2007098.250000 Penalty: 4761.976562
	Iteration 2F: 3 clusters Score -2007098 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2007383.250000 Penalty: 4761.976562
	Iteration 3F: 3 clusters Score -2007383 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2007656.500000 Penalty: 4761.976562
	Iteration 4Q: 3 clusters Score -2007656 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2007950.875000 Penalty: 4761.976562
	Iteration 5Q: 3 clusters Score -2007951 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2008265.625000 Penalty: 4761.976562
	Iteration 6Q: 3 clusters Score -2008266 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2008639.000000 Penalty: 4761.976562
	Iteration 7Q: 3 clusters Score -2008639 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2009073.250000 Penalty: 4761.976562
	Iteration 8Q: 3 clusters Score -2009073 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2009539.125000 Penalty: 4761.976562
	Iteration 9Q: 3 clusters Score -2009539 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2010002.750000 Penalty: 4761.976562
	Iteration 10Q: 3 clusters Score -2010003 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2010357.375000 Penalty: 4761.976562
	Iteration 11Q: 3 clusters Score -2010357 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2010648.375000 Penalty: 4761.976562
	Iteration 12Q: 3 clusters Score -2010648 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2010901.875000 Penalty: 4761.976562
	Iteration 13Q: 3 clusters Score -2010902 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2011095.000000 Penalty: 4761.976562
	Iteration 14Q: 3 clusters Score -2011095 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2011223.625000 Penalty: 4761.976562
	Iteration 15Q: 3 clusters Score -2011224 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2011320.125000 Penalty: 4761.976562
	Iteration 16Q: 3 clusters Score -2011320 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2011385.625000 Penalty: 4761.976562
	Iteration 17Q: 3 clusters Score -2011386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2011441.250000 Penalty: 4761.976562
	Iteration 18Q: 3 clusters Score -2011441 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2011491.125000 Penalty: 4761.976562
	Iteration 19Q: 3 clusters Score -2011491 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2011529.500000 Penalty: 4761.976562
	Iteration 20F: 3 clusters Score -2011530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2011567.500000 Penalty: 4761.976562
	Iteration 21Q: 3 clusters Score -2011568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2011602.500000 Penalty: 4761.976562
	Iteration 22Q: 3 clusters Score -2011602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2011635.625000 Penalty: 4761.976562
	Iteration 23Q: 3 clusters Score -2011636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2011667.125000 Penalty: 4761.976562
	Iteration 24Q: 3 clusters Score -2011667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2011687.375000 Penalty: 4761.976562
	Iteration 25Q: 3 clusters Score -2011687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2011714.750000 Penalty: 4761.976562
	Iteration 26Q: 3 clusters Score -2011715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2011741.000000 Penalty: 4761.976562
	Iteration 27Q: 3 clusters Score -2011741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2011765.125000 Penalty: 4761.976562
	Iteration 28Q: 3 clusters Score -2011765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2011789.125000 Penalty: 4761.976562
	Iteration 29Q: 3 clusters Score -2011789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2011814.500000 Penalty: 4761.976562
	Iteration 30Q: 3 clusters Score -2011814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2011839.375000 Penalty: 4761.976562
	Iteration 31Q: 3 clusters Score -2011839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2011858.250000 Penalty: 4761.976562
	Iteration 32Q: 3 clusters Score -2011858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2011871.125000 Penalty: 4761.976562
	Iteration 33Q: 3 clusters Score -2011871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2011885.500000 Penalty: 4761.976562
	Iteration 34Q: 3 clusters Score -2011886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2011896.750000 Penalty: 4761.976562
	Iteration 35Q: 3 clusters Score -2011897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2011923.125000 Penalty: 4761.976562
	Iteration 36Q: 3 clusters Score -2011923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2011934.500000 Penalty: 4761.976562
	Iteration 37Q: 3 clusters Score -2011934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2011949.250000 Penalty: 4761.976562
	Iteration 38Q: 3 clusters Score -2011949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2011960.000000 Penalty: 4761.976562
	Iteration 39Q: 3 clusters Score -2011960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2011977.750000 Penalty: 4761.976562
	Iteration 40F: 3 clusters Score -2011978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2011983.375000 Penalty: 4761.976562
	Iteration 41Q: 3 clusters Score -2011983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2011993.125000 Penalty: 4761.976562
	Iteration 42Q: 3 clusters Score -2011993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2012000.500000 Penalty: 4761.976562
	Iteration 43Q: 3 clusters Score -2012000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2012009.000000 Penalty: 4761.976562
	Iteration 44Q: 3 clusters Score -2012009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2012013.500000 Penalty: 4761.976562
	Iteration 45Q: 3 clusters Score -2012014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2012016.750000 Penalty: 4761.976562
	Iteration 46Q: 3 clusters Score -2012017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2012018.125000 Penalty: 4761.976562
	Iteration 47Q: 3 clusters Score -2012018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2012026.250000 Penalty: 4761.976562
	Iteration 48Q: 3 clusters Score -2012026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2012035.000000 Penalty: 4761.976562
	Iteration 49Q: 3 clusters Score -2012035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2012038.875000 Penalty: 4761.976562
	Iteration 50Q: 3 clusters Score -2012039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2012042.250000 Penalty: 4761.976562
	Iteration 51Q: 3 clusters Score -2012042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2012049.750000 Penalty: 4761.976562
	Iteration 52Q: 3 clusters Score -2012050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2012055.375000 Penalty: 4761.976562
	Iteration 53Q: 3 clusters Score -2012055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2012060.125000 Penalty: 4761.976562
	Iteration 54Q: 3 clusters Score -2012060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2012066.125000 Penalty: 4761.976562
	Iteration 55Q: 3 clusters Score -2012066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2012065.500000 Penalty: 4761.976562
	Iteration 56Q: 3 clusters Score -2012066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2012070.250000 Penalty: 4761.976562
	Iteration 57Q: 3 clusters Score -2012070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2012070.500000 Penalty: 4761.976562
	Iteration 58Q: 3 clusters Score -2012070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2012076.000000 Penalty: 4761.976562
	Iteration 59Q: 3 clusters Score -2012076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2012077.625000 Penalty: 4761.976562
	Iteration 60F: 3 clusters Score -2012078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2012078.875000 Penalty: 4761.976562
	Iteration 61Q: 3 clusters Score -2012079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2012078.875000 Penalty: 4761.976562
	Iteration 62F: 3 clusters Score -2012079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50126.808594 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50126.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49095.437500 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -49095.44 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50012.308594 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -50012.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50267.617188 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -50267.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50428.648438 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -50428.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50732.390625 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -50732.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50831.648438 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -50831.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50880.949219 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -50880.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51053.105469 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -51053.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51153.789062 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -51153.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51234.558594 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -51234.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51271.207031 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -51271.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51272.363281 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -51272.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51277.386719 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -51277.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -51290.390625 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -51290.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51331.085938 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -51331.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51395.296875 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -51395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51421.468750 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -51421.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51443.511719 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -51443.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51463.644531 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -51463.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51468.707031 Penalty: 3090.318848
	Iteration 19F: 3 clusters Score -51468.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51508.683594 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -51508.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27839 members 
Mstep: Class 3 contains 99486 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 45552 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110147 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 389 members 
Mstep: Class 20 contains 126695 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 4212 members 
Entering Unmasked Estep 
Score: -62767228.000000 Penalty: 74571.539062
Splitting cluster 19 changes total score from -62767492.000000 to -62767228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (126695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Entering Unmasked Estep 
Score: -17011304.000000 Penalty: 2913.885254
	Iteration 0F: 2 clusters Score -1.70113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -16929766.000000 Penalty: 5827.770508
	Iteration 0F: 3 clusters Score -1.692977e+07 nChanged 60197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -16965308.000000 Penalty: 5827.770508
	Iteration 1F: 3 clusters Score -1.696531e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -16966892.000000 Penalty: 5827.770508
	Iteration 2Q: 3 clusters Score -1.696689e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -16969080.000000 Penalty: 5827.770508
	Iteration 3Q: 3 clusters Score -1.696908e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -16972906.000000 Penalty: 5827.770508
	Iteration 4F: 3 clusters Score -1.697291e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -16979178.000000 Penalty: 5827.770508
	Iteration 5F: 3 clusters Score -1.697918e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -16987736.000000 Penalty: 5827.770508
	Iteration 6F: 3 clusters Score -1.698774e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -16996598.000000 Penalty: 5827.770508
	Iteration 7F: 3 clusters Score -1.69966e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -17002418.000000 Penalty: 5827.770508
	Iteration 8F: 3 clusters Score -1.700242e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -17005590.000000 Penalty: 5827.770508
	Iteration 9Q: 3 clusters Score -1.700559e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 119415 members 
Entering Unmasked Estep 
Score: -17007146.000000 Penalty: 5827.770508
	Iteration 10Q: 3 clusters Score -1.700715e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -17008020.000000 Penalty: 5827.770508
	Iteration 11Q: 3 clusters Score -1.700802e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 123020 members 
Entering Unmasked Estep 
Score: -17008496.000000 Penalty: 5827.770508
	Iteration 12Q: 3 clusters Score -1.70085e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 124057 members 
Entering Unmasked Estep 
Score: -17008820.000000 Penalty: 5827.770508
	Iteration 13Q: 3 clusters Score -1.700882e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -17009014.000000 Penalty: 5827.770508
	Iteration 14Q: 3 clusters Score -1.700901e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -17009092.000000 Penalty: 5827.770508
	Iteration 15Q: 3 clusters Score -1.700909e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -17009142.000000 Penalty: 5827.770508
	Iteration 16Q: 3 clusters Score -1.700914e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -17009144.000000 Penalty: 5827.770508
	Iteration 17Q: 3 clusters Score -1.700914e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 125746 members 
Entering Unmasked Estep 
Score: -17009156.000000 Penalty: 5827.770508
	Iteration 18Q: 3 clusters Score -1.700916e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
Score: -17009182.000000 Penalty: 5827.770508
	Iteration 19Q: 3 clusters Score -1.700918e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 125868 members 
Entering Unmasked Estep 
Score: -17009212.000000 Penalty: 5827.770508
	Iteration 20F: 3 clusters Score -1.700921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -17009226.000000 Penalty: 5827.770508
	Iteration 21Q: 3 clusters Score -1.700923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -17009226.000000 Penalty: 5827.770508
	Iteration 22Q: 3 clusters Score -1.700923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -17009212.000000 Penalty: 5827.770508
	Iteration 23Q: 3 clusters Score -1.700921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -17009218.000000 Penalty: 5827.770508
	Iteration 24Q: 3 clusters Score -1.700922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -17009214.000000 Penalty: 5827.770508
	Iteration 25Q: 3 clusters Score -1.700921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -17009236.000000 Penalty: 5827.770508
	Iteration 26Q: 3 clusters Score -1.700924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -17009228.000000 Penalty: 5827.770508
	Iteration 27Q: 3 clusters Score -1.700923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 125974 members 
Entering Unmasked Estep 
Score: -17009222.000000 Penalty: 5827.770508
	Iteration 28Q: 3 clusters Score -1.700922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -17009222.000000 Penalty: 5827.770508
	Iteration 29Q: 3 clusters Score -1.700922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -17009232.000000 Penalty: 5827.770508
	Iteration 30Q: 3 clusters Score -1.700923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 125990 members 
Entering Unmasked Estep 
Score: -17009224.000000 Penalty: 5827.770508
	Iteration 31Q: 3 clusters Score -1.700922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -17009232.000000 Penalty: 5827.770508
	Iteration 32Q: 3 clusters Score -1.700923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -17009226.000000 Penalty: 5827.770508
	Iteration 33Q: 3 clusters Score -1.700923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -17009238.000000 Penalty: 5827.770508
	Iteration 34Q: 3 clusters Score -1.700924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -17009242.000000 Penalty: 5827.770508
	Iteration 35Q: 3 clusters Score -1.700924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 126007 members 
Entering Unmasked Estep 
Score: -17009242.000000 Penalty: 5827.770508
	Iteration 36Q: 3 clusters Score -1.700924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -17009252.000000 Penalty: 5827.770508
	Iteration 37Q: 3 clusters Score -1.700925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -17009238.000000 Penalty: 5827.770508
	Iteration 38Q: 3 clusters Score -1.700924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 126018 members 
Entering Unmasked Estep 
Score: -17009244.000000 Penalty: 5827.770508
	Iteration 39Q: 3 clusters Score -1.700924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 126017 members 
Entering Unmasked Estep 
Score: -17009246.000000 Penalty: 5827.770508
	Iteration 40F: 3 clusters Score -1.700925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -361629.968750 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -361630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -358525.531250 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -358525.5 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359208.812500 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -359208.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -359393.593750 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -359393.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -359505.093750 Penalty: 3948.493408
	Iteration 3F: 3 clusters Score -359505.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -359573.375000 Penalty: 3948.493408
	Iteration 4Q: 3 clusters Score -359573.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -359623.156250 Penalty: 3948.493408
	Iteration 5Q: 3 clusters Score -359623.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -359652.531250 Penalty: 3948.493408
	Iteration 6Q: 3 clusters Score -359652.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359673.656250 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -359673.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -359694.843750 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -359694.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359712.562500 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -359712.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -359729.687500 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -359729.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -359742.375000 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -359742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -359752.625000 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -359752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -359764.687500 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -359764.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -359774.875000 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -359774.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -359788.906250 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -359788.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -359804.968750 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -359805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -359819.218750 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -359819.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -359830.656250 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -359830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -359838.843750 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -359838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -359848.562500 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -359848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -359855.437500 Penalty: 3948.493408
	Iteration 21Q: 3 clusters Score -359855.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -359862.593750 Penalty: 3948.493408
	Iteration 22Q: 3 clusters Score -359862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -359871.187500 Penalty: 3948.493408
	Iteration 23Q: 3 clusters Score -359871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -359876.187500 Penalty: 3948.493408
	Iteration 24Q: 3 clusters Score -359876.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -359886.968750 Penalty: 3948.493408
	Iteration 25Q: 3 clusters Score -359887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -359893.750000 Penalty: 3948.493408
	Iteration 26Q: 3 clusters Score -359893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -359897.812500 Penalty: 3948.493408
	Iteration 27Q: 3 clusters Score -359897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -359898.781250 Penalty: 3948.493408
	Iteration 28Q: 3 clusters Score -359898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -359900.593750 Penalty: 3948.493408
	Iteration 29Q: 3 clusters Score -359900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -359901.500000 Penalty: 3948.493408
	Iteration 30Q: 3 clusters Score -359901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -359903.000000 Penalty: 3948.493408
	Iteration 31Q: 3 clusters Score -359903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -359904.250000 Penalty: 3948.493408
	Iteration 32Q: 3 clusters Score -359904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -359905.812500 Penalty: 3948.493408
	Iteration 33Q: 3 clusters Score -359905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -359906.343750 Penalty: 3948.493408
	Iteration 34Q: 3 clusters Score -359906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -359906.562500 Penalty: 3948.493408
	Iteration 35Q: 3 clusters Score -359906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -359906.562500 Penalty: 3948.493408
	Iteration 36F: 3 clusters Score -359906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Entering Unmasked Estep 
Score: -570805.562500 Penalty: 2069.731689
	Iteration 0F: 2 clusters Score -570805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -566787.812500 Penalty: 4139.463379
	Iteration 0F: 3 clusters Score -566787.8 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -567663.000000 Penalty: 4139.463379
	Iteration 1F: 3 clusters Score -567663 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -567873.750000 Penalty: 4139.463379
	Iteration 2F: 3 clusters Score -567873.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -568012.000000 Penalty: 4139.463379
	Iteration 3Q: 3 clusters Score -568012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -568140.250000 Penalty: 4139.463379
	Iteration 4Q: 3 clusters Score -568140.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -568274.625000 Penalty: 4139.463379
	Iteration 5Q: 3 clusters Score -568274.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -568397.875000 Penalty: 4139.463379
	Iteration 6Q: 3 clusters Score -568397.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -568527.000000 Penalty: 4139.463379
	Iteration 7Q: 3 clusters Score -568527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -568628.875000 Penalty: 4139.463379
	Iteration 8Q: 3 clusters Score -568628.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -568738.625000 Penalty: 4139.463379
	Iteration 9Q: 3 clusters Score -568738.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -568835.125000 Penalty: 4139.463379
	Iteration 10Q: 3 clusters Score -568835.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -568920.375000 Penalty: 4139.463379
	Iteration 11Q: 3 clusters Score -568920.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -568998.937500 Penalty: 4139.463379
	Iteration 12Q: 3 clusters Score -568998.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -569082.437500 Penalty: 4139.463379
	Iteration 13Q: 3 clusters Score -569082.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -569142.875000 Penalty: 4139.463379
	Iteration 14Q: 3 clusters Score -569142.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -569181.187500 Penalty: 4139.463379
	Iteration 15Q: 3 clusters Score -569181.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -569217.375000 Penalty: 4139.463379
	Iteration 16Q: 3 clusters Score -569217.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -569257.500000 Penalty: 4139.463379
	Iteration 17Q: 3 clusters Score -569257.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569289.625000 Penalty: 4139.463379
	Iteration 18Q: 3 clusters Score -569289.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -569305.500000 Penalty: 4139.463379
	Iteration 19Q: 3 clusters Score -569305.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -569316.187500 Penalty: 4139.463379
	Iteration 20F: 3 clusters Score -569316.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -569329.062500 Penalty: 4139.463379
	Iteration 21Q: 3 clusters Score -569329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -569345.875000 Penalty: 4139.463379
	Iteration 22Q: 3 clusters Score -569345.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -569359.937500 Penalty: 4139.463379
	Iteration 23Q: 3 clusters Score -569359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -569371.000000 Penalty: 4139.463379
	Iteration 24Q: 3 clusters Score -569371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -569376.937500 Penalty: 4139.463379
	Iteration 25Q: 3 clusters Score -569376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -569381.062500 Penalty: 4139.463379
	Iteration 26Q: 3 clusters Score -569381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -569382.375000 Penalty: 4139.463379
	Iteration 27Q: 3 clusters Score -569382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -569383.625000 Penalty: 4139.463379
	Iteration 28Q: 3 clusters Score -569383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -569384.250000 Penalty: 4139.463379
	Iteration 29Q: 3 clusters Score -569384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -569384.250000 Penalty: 4139.463379
	Iteration 30F: 3 clusters Score -569384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27839 members 
Mstep: Class 3 contains 99486 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 45552 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110147 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126695 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 23 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767548.000000 Penalty: 71329.296875
Iteration 159Q: 23 clusters Score -6.276755e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27820 members 
Mstep: Class 3 contains 99688 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 12930 members 
Mstep: Class 10 contains 45528 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 110056 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14805 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126588 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 23 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767660.000000 Penalty: 71329.296875
Iteration 160F: 23 clusters Score -6.276766e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27805 members 
Mstep: Class 3 contains 99859 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 45505 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109966 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126496 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767692.000000 Penalty: 71329.296875
Iteration 161Q: 23 clusters Score -6.276769e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 100025 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 45484 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109905 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126376 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767696.000000 Penalty: 71329.296875
Iteration 162Q: 23 clusters Score -6.27677e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27772 members 
Mstep: Class 3 contains 100163 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 45468 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109840 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126284 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767896.000000 Penalty: 71329.296875
Iteration 163Q: 23 clusters Score -6.27679e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27761 members 
Mstep: Class 3 contains 100279 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 45447 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109787 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 14970 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126206 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767848.000000 Penalty: 71329.296875
Iteration 164Q: 23 clusters Score -6.276785e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27753 members 
Mstep: Class 3 contains 100389 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 45423 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109737 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15009 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126125 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767872.000000 Penalty: 71329.296875
Iteration 165Q: 23 clusters Score -6.276787e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27744 members 
Mstep: Class 3 contains 100489 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 12946 members 
Mstep: Class 10 contains 45416 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109665 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15049 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 126065 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767940.000000 Penalty: 71329.296875
Iteration 166Q: 23 clusters Score -6.276794e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 100602 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109618 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15091 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125980 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 23 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768024.000000 Penalty: 71329.296875
Iteration 167Q: 23 clusters Score -6.276802e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27728 members 
Mstep: Class 3 contains 100715 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109567 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15138 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125902 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 23 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768168.000000 Penalty: 71329.296875
Iteration 168Q: 23 clusters Score -6.276817e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27714 members 
Mstep: Class 3 contains 100833 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 12957 members 
Mstep: Class 10 contains 45383 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109516 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15173 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125827 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 23 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768180.000000 Penalty: 71329.296875
Iteration 169Q: 23 clusters Score -6.276818e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27704 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 12956 members 
Mstep: Class 10 contains 45366 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109492 members 
Mstep: Class 15 contains 10423 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15207 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125759 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 23 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768312.000000 Penalty: 71329.296875
Iteration 170Q: 23 clusters Score -6.276831e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27688 members 
Mstep: Class 3 contains 101006 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 12956 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109467 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125711 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 23 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768304.000000 Penalty: 71329.296875
Iteration 171Q: 23 clusters Score -6.27683e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27679 members 
Mstep: Class 3 contains 101075 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 12954 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109465 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15253 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125654 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 23 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768328.000000 Penalty: 71329.296875
Iteration 172Q: 23 clusters Score -6.276833e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27669 members 
Mstep: Class 3 contains 101146 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 12949 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109456 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125598 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 23 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 23 clusters Score -6.276842e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27664 members 
Mstep: Class 3 contains 101211 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 45326 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109436 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15289 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125540 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 23 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 23 clusters Score -6.276852e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27653 members 
Mstep: Class 3 contains 101293 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109401 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15310 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125482 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 23 contains 4233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768572.000000 Penalty: 71329.296875
Iteration 175Q: 23 clusters Score -6.276857e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27648 members 
Mstep: Class 3 contains 101376 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5700 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109356 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15333 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125421 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 23 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768600.000000 Penalty: 71329.296875
Iteration 176Q: 23 clusters Score -6.27686e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27636 members 
Mstep: Class 3 contains 101452 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 12934 members 
Mstep: Class 10 contains 45341 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109321 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15350 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125372 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 23 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768760.000000 Penalty: 71329.296875
Iteration 177Q: 23 clusters Score -6.276876e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27621 members 
Mstep: Class 3 contains 101501 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 45355 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109289 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15380 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125327 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 23 clusters Score -6.27689e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27607 members 
Mstep: Class 3 contains 101544 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 12926 members 
Mstep: Class 10 contains 45362 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109267 members 
Mstep: Class 15 contains 10441 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15411 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125294 members 
Mstep: Class 21 contains 2858 members 
Mstep: Class 23 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 23 clusters Score -6.276904e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27583 members 
Mstep: Class 3 contains 101613 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 12924 members 
Mstep: Class 10 contains 45370 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109230 members 
Mstep: Class 15 contains 10445 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15432 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125263 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 23 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 23 clusters Score -6.276918e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27557 members 
Mstep: Class 3 contains 101682 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 12922 members 
Mstep: Class 10 contains 45371 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109187 members 
Mstep: Class 15 contains 10453 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125242 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 23 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 23 clusters Score -6.276923e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27536 members 
Mstep: Class 3 contains 101748 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 45373 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109166 members 
Mstep: Class 15 contains 10457 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15472 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125198 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 23 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769260.000000 Penalty: 71329.296875
Iteration 182Q: 23 clusters Score -6.276926e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27528 members 
Mstep: Class 3 contains 101794 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 10 contains 45380 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109137 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15496 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125161 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 23 clusters Score -6.276941e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27525 members 
Mstep: Class 3 contains 101821 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 12922 members 
Mstep: Class 10 contains 45382 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109122 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125127 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 23 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769516.000000 Penalty: 71329.296875
Iteration 184Q: 23 clusters Score -6.276952e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27514 members 
Mstep: Class 3 contains 101849 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 12922 members 
Mstep: Class 10 contains 45385 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109086 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15542 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125115 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769616.000000 Penalty: 71329.296875
Iteration 185Q: 23 clusters Score -6.276962e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27510 members 
Mstep: Class 3 contains 101883 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 12922 members 
Mstep: Class 10 contains 45392 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109054 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15559 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125093 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769680.000000 Penalty: 71329.296875
Iteration 186Q: 23 clusters Score -6.276968e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27510 members 
Mstep: Class 3 contains 101911 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 12922 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109024 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15583 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125069 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769544.000000 Penalty: 71329.296875
Iteration 187Q: 23 clusters Score -6.276954e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27505 members 
Mstep: Class 3 contains 101930 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109008 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15601 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125052 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769708.000000 Penalty: 71329.296875
Iteration 188Q: 23 clusters Score -6.276971e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27499 members 
Mstep: Class 3 contains 101944 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 12924 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109003 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15623 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 125022 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769712.000000 Penalty: 71329.296875
Iteration 189Q: 23 clusters Score -6.276971e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27494 members 
Mstep: Class 3 contains 101951 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 12924 members 
Mstep: Class 10 contains 45402 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109008 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15642 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124993 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 23 clusters Score -6.276981e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27493 members 
Mstep: Class 3 contains 101943 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 12924 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109014 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15663 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124978 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 191Q: 23 clusters Score -6.276976e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27491 members 
Mstep: Class 3 contains 101946 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 45408 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109008 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124971 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 192Q: 23 clusters Score -6.276973e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27485 members 
Mstep: Class 3 contains 101951 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 12922 members 
Mstep: Class 10 contains 45415 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109014 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124949 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769704.000000 Penalty: 71329.296875
Iteration 193Q: 23 clusters Score -6.27697e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27483 members 
Mstep: Class 3 contains 101952 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 12921 members 
Mstep: Class 10 contains 45420 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109011 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15695 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124934 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769704.000000 Penalty: 71329.296875
Iteration 194Q: 23 clusters Score -6.27697e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 45414 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109019 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15698 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124937 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 23 clusters Score -6.276968e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27481 members 
Mstep: Class 3 contains 101937 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 45412 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109033 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15701 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124929 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769704.000000 Penalty: 71329.296875
Iteration 196Q: 23 clusters Score -6.27697e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27481 members 
Mstep: Class 3 contains 101939 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 10 contains 45407 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109033 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15706 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124925 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
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Iteration 197Q: 23 clusters Score -6.276972e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27481 members 
Mstep: Class 3 contains 101942 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 10 contains 45407 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109037 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124913 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
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Iteration 198Q: 23 clusters Score -6.276967e+07 nChanged 66
Entering ConstructFrom: 
Score: -62769672.000000 Penalty: 71329.296875
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19549.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19549.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18551.789062 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18551.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18602.751953 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18602.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18619.500000 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18619.500000 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Entering Unmasked Estep 
Score: -3759266.000000 Penalty: 2534.860840
	Iteration 0F: 2 clusters Score -3759266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3740441.750000 Penalty: 5069.721680
	Iteration 0F: 3 clusters Score -3740442 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3746953.750000 Penalty: 5069.721680
	Iteration 1F: 3 clusters Score -3746954 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3747349.000000 Penalty: 5069.721680
	Iteration 2Q: 3 clusters Score -3747349 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3747704.000000 Penalty: 5069.721680
	Iteration 3Q: 3 clusters Score -3747704 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3747992.250000 Penalty: 5069.721680
	Iteration 4Q: 3 clusters Score -3747992 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3748288.000000 Penalty: 5069.721680
	Iteration 5Q: 3 clusters Score -3748288 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3748569.250000 Penalty: 5069.721680
	Iteration 6Q: 3 clusters Score -3748569 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3748872.250000 Penalty: 5069.721680
	Iteration 7Q: 3 clusters Score -3748872 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3749190.500000 Penalty: 5069.721680
	Iteration 8Q: 3 clusters Score -3749190 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3749568.000000 Penalty: 5069.721680
	Iteration 9Q: 3 clusters Score -3749568 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3749990.000000 Penalty: 5069.721680
	Iteration 10Q: 3 clusters Score -3749990 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3750508.250000 Penalty: 5069.721680
	Iteration 11Q: 3 clusters Score -3750508 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3751206.500000 Penalty: 5069.721680
	Iteration 12Q: 3 clusters Score -3751206 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3752069.750000 Penalty: 5069.721680
	Iteration 13F: 3 clusters Score -3752070 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3753182.750000 Penalty: 5069.721680
	Iteration 14F: 3 clusters Score -3753183 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3754309.750000 Penalty: 5069.721680
	Iteration 15F: 3 clusters Score -3754310 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3755294.750000 Penalty: 5069.721680
	Iteration 16Q: 3 clusters Score -3755295 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3756004.750000 Penalty: 5069.721680
	Iteration 17Q: 3 clusters Score -3756005 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3756453.250000 Penalty: 5069.721680
	Iteration 18Q: 3 clusters Score -3756453 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3756689.750000 Penalty: 5069.721680
	Iteration 19Q: 3 clusters Score -3756690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3756802.750000 Penalty: 5069.721680
	Iteration 20F: 3 clusters Score -3756803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3756867.500000 Penalty: 5069.721680
	Iteration 21Q: 3 clusters Score -3756868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3756912.000000 Penalty: 5069.721680
	Iteration 22Q: 3 clusters Score -3756912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3756960.250000 Penalty: 5069.721680
	Iteration 23Q: 3 clusters Score -3756960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3756982.250000 Penalty: 5069.721680
	Iteration 24Q: 3 clusters Score -3756982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3756999.250000 Penalty: 5069.721680
	Iteration 25Q: 3 clusters Score -3756999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3757008.250000 Penalty: 5069.721680
	Iteration 26Q: 3 clusters Score -3757008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3757012.750000 Penalty: 5069.721680
	Iteration 27Q: 3 clusters Score -3757013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3757031.000000 Penalty: 5069.721680
	Iteration 28Q: 3 clusters Score -3757031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3757051.500000 Penalty: 5069.721680
	Iteration 29Q: 3 clusters Score -3757052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3757060.000000 Penalty: 5069.721680
	Iteration 30Q: 3 clusters Score -3757060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3757070.000000 Penalty: 5069.721680
	Iteration 31Q: 3 clusters Score -3757070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3757073.000000 Penalty: 5069.721680
	Iteration 32Q: 3 clusters Score -3757073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3757075.750000 Penalty: 5069.721680
	Iteration 33Q: 3 clusters Score -3757076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3757077.000000 Penalty: 5069.721680
	Iteration 34Q: 3 clusters Score -3757077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3757072.750000 Penalty: 5069.721680
	Iteration 35Q: 3 clusters Score -3757073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3757079.000000 Penalty: 5069.721680
	Iteration 36Q: 3 clusters Score -3757079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3757083.500000 Penalty: 5069.721680
	Iteration 37Q: 3 clusters Score -3757084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3757084.000000 Penalty: 5069.721680
	Iteration 38Q: 3 clusters Score -3757084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3757085.500000 Penalty: 5069.721680
	Iteration 39Q: 3 clusters Score -3757086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3757089.250000 Penalty: 5069.721680
	Iteration 40F: 3 clusters Score -3757089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3757089.250000 Penalty: 5069.721680
	Iteration 41Q: 3 clusters Score -3757089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3757089.250000 Penalty: 5069.721680
	Iteration 42F: 3 clusters Score -3757089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Entering Unmasked Estep 
Score: -13660862.000000 Penalty: 2859.992432
	Iteration 0F: 2 clusters Score -1.366086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -13592641.000000 Penalty: 5719.984863
	Iteration 0F: 3 clusters Score -1.359264e+07 nChanged 48433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -13620563.000000 Penalty: 5719.984863
	Iteration 1F: 3 clusters Score -1.362056e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -13621676.000000 Penalty: 5719.984863
	Iteration 2Q: 3 clusters Score -1.362168e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -13623361.000000 Penalty: 5719.984863
	Iteration 3Q: 3 clusters Score -1.362336e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -13625631.000000 Penalty: 5719.984863
	Iteration 4Q: 3 clusters Score -1.362563e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -13628853.000000 Penalty: 5719.984863
	Iteration 5F: 3 clusters Score -1.362885e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -13633317.000000 Penalty: 5719.984863
	Iteration 6F: 3 clusters Score -1.363332e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -13639178.000000 Penalty: 5719.984863
	Iteration 7F: 3 clusters Score -1.363918e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -13645539.000000 Penalty: 5719.984863
	Iteration 8F: 3 clusters Score -1.364554e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -13651368.000000 Penalty: 5719.984863
	Iteration 9F: 3 clusters Score -1.365137e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -13655295.000000 Penalty: 5719.984863
	Iteration 10Q: 3 clusters Score -1.36553e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -13657220.000000 Penalty: 5719.984863
	Iteration 11Q: 3 clusters Score -1.365722e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -13657967.000000 Penalty: 5719.984863
	Iteration 12Q: 3 clusters Score -1.365797e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -13658178.000000 Penalty: 5719.984863
	Iteration 13Q: 3 clusters Score -1.365818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -13658306.000000 Penalty: 5719.984863
	Iteration 14Q: 3 clusters Score -1.365831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -13658337.000000 Penalty: 5719.984863
	Iteration 15Q: 3 clusters Score -1.365834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -13658361.000000 Penalty: 5719.984863
	Iteration 16Q: 3 clusters Score -1.365836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -13658382.000000 Penalty: 5719.984863
	Iteration 17Q: 3 clusters Score -1.365838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -13658420.000000 Penalty: 5719.984863
	Iteration 18Q: 3 clusters Score -1.365842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -13658422.000000 Penalty: 5719.984863
	Iteration 19Q: 3 clusters Score -1.365842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -13658429.000000 Penalty: 5719.984863
	Iteration 20F: 3 clusters Score -1.365843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -13658433.000000 Penalty: 5719.984863
	Iteration 21Q: 3 clusters Score -1.365843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -13658439.000000 Penalty: 5719.984863
	Iteration 22Q: 3 clusters Score -1.365844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 101614 members 
Entering Unmasked Estep 
Score: -13658449.000000 Penalty: 5719.984863
	Iteration 23Q: 3 clusters Score -1.365845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -13658460.000000 Penalty: 5719.984863
	Iteration 24Q: 3 clusters Score -1.365846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -13658457.000000 Penalty: 5719.984863
	Iteration 25Q: 3 clusters Score -1.365846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -13658459.000000 Penalty: 5719.984863
	Iteration 26Q: 3 clusters Score -1.365846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -13658462.000000 Penalty: 5719.984863
	Iteration 27Q: 3 clusters Score -1.365846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -13658462.000000 Penalty: 5719.984863
	Iteration 28F: 3 clusters Score -1.365846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -151543.937500 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -151543.9 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 569 members 
Entering Unmasked Estep 
Score: -149502.031250 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -149502 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -149831.265625 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -149831.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -149918.531250 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -149918.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149956.125000 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -149956.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -149983.218750 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -149983.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150002.312500 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -150002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150008.375000 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -150008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150013.078125 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -150013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150019.437500 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -150019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150023.578125 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -150023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150024.875000 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -150024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150026.671875 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -150026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150030.968750 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -150031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150033.906250 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -150033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150034.875000 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -150034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150034.875000 Penalty: 3490.801514
	Iteration 15F: 3 clusters Score -150034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -257688.218750 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -257688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -255117.890625 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -255117.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -255564.828125 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -255564.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255669.156250 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -255669.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255715.984375 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -255716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -255748.937500 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -255748.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -255770.875000 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -255770.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255787.609375 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -255787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -255800.843750 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -255800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -255813.703125 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -255813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -255823.843750 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -255823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255834.406250 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -255834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255842.937500 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -255842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -255846.640625 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -255846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -255851.328125 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -255851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -255854.546875 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -255854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -255857.156250 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -255857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255857.921875 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -255857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -255860.515625 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -255860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -255864.796875 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -255864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255868.265625 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -255868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -255870.343750 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -255870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -255872.078125 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -255872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -255876.703125 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -255876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -255880.390625 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -255880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255885.812500 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -255885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -255889.234375 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -255889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255891.109375 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -255891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -255892.796875 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -255892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -255893.859375 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -255893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -255895.843750 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -255895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255897.531250 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -255897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255899.359375 Penalty: 3753.916260
	Iteration 31Q: 3 clusters Score -255899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255902.156250 Penalty: 3753.916260
	Iteration 32Q: 3 clusters Score -255902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -255906.453125 Penalty: 3753.916260
	Iteration 33Q: 3 clusters Score -255906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -255912.484375 Penalty: 3753.916260
	Iteration 34Q: 3 clusters Score -255912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255916.343750 Penalty: 3753.916260
	Iteration 35Q: 3 clusters Score -255916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255918.187500 Penalty: 3753.916260
	Iteration 36Q: 3 clusters Score -255918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -255919.406250 Penalty: 3753.916260
	Iteration 37Q: 3 clusters Score -255919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255919.781250 Penalty: 3753.916260
	Iteration 38Q: 3 clusters Score -255919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255920.343750 Penalty: 3753.916260
	Iteration 39Q: 3 clusters Score -255920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255920.343750 Penalty: 3753.916260
	Iteration 40F: 3 clusters Score -255920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -738875.750000 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -738875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -733921.937500 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -733921.9 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -735283.500000 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -735283.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -735720.437500 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -735720.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -736137.500000 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -736137.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -736607.000000 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -736607 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -737084.000000 Penalty: 4289.082520
	Iteration 5F: 3 clusters Score -737084 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -737453.187500 Penalty: 4289.082520
	Iteration 6F: 3 clusters Score -737453.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -737722.937500 Penalty: 4289.082520
	Iteration 7F: 3 clusters Score -737722.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -737876.875000 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -737876.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -737970.812500 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -737970.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -738036.000000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -738036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -738098.375000 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -738098.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -738149.250000 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -738149.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -738203.000000 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -738203 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -738242.875000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -738242.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -738280.687500 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -738280.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -738316.375000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -738316.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -738346.750000 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -738346.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -738369.312500 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -738369.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -738387.562500 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -738387.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -738401.312500 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -738401.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -738413.437500 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -738413.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -738419.375000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -738419.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -738424.312500 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -738424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -738428.312500 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -738428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -738431.500000 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -738431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -738432.250000 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -738432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -738436.687500 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -738436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -738436.187500 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -738436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -738436.187500 Penalty: 4289.082520
	Iteration 29F: 3 clusters Score -738436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -101836.578125 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -101836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100070.062500 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -100070.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100596.781250 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -100596.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100814.812500 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -100814.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101046.343750 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -101046.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101278.171875 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -101278.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101600.562500 Penalty: 3380.557373
	Iteration 5F: 3 clusters Score -101600.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101943.351562 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -101943.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102131.601562 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -102131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102272.281250 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -102272.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102383.171875 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -102383.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102688.148438 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -102688.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103065.390625 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -103065.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103128.859375 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -103128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103161.046875 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -103161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103165.289062 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -103165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103166.507812 Penalty: 3380.557373
	Iteration 15F: 3 clusters Score -103166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103170.078125 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -103170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103170.078125 Penalty: 3380.557373
	Iteration 17F: 3 clusters Score -103170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 101949 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45405 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109036 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124904 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
Score: -62769496.000000 Penalty: 74571.539062
Splitting cluster 7 changes total score from -62769672.000000 to -62769496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -338660.656250 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -338660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -335646.687500 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -335646.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -336207.968750 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -336208 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -336347.187500 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -336347.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336429.968750 Penalty: 3901.513916
	Iteration 3Q: 3 clusters Score -336430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -336478.875000 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -336478.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336510.000000 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -336510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -336529.250000 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -336529.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -336547.437500 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -336547.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -336559.750000 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -336559.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -336571.437500 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -336571.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -336582.468750 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -336582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -336585.968750 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -336586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -336593.468750 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -336593.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -336604.406250 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -336604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -336611.656250 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -336611.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -336620.750000 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -336620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -336629.187500 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -336629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -336635.781250 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -336635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -336638.843750 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -336638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -336643.781250 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -336643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -336650.218750 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -336650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -336657.562500 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -336657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -336663.093750 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -336663.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -336673.281250 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -336673.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -336688.093750 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -336688.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -336698.593750 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -336698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -336711.093750 Penalty: 3901.513916
	Iteration 26Q: 3 clusters Score -336711.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -336724.656250 Penalty: 3901.513916
	Iteration 27Q: 3 clusters Score -336724.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -336733.562500 Penalty: 3901.513916
	Iteration 28Q: 3 clusters Score -336733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -336744.625000 Penalty: 3901.513916
	Iteration 29Q: 3 clusters Score -336744.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -336752.093750 Penalty: 3901.513916
	Iteration 30Q: 3 clusters Score -336752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -336754.718750 Penalty: 3901.513916
	Iteration 31Q: 3 clusters Score -336754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -336755.593750 Penalty: 3901.513916
	Iteration 32Q: 3 clusters Score -336755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -336758.656250 Penalty: 3901.513916
	Iteration 33Q: 3 clusters Score -336758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -336760.625000 Penalty: 3901.513916
	Iteration 34Q: 3 clusters Score -336760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -336764.468750 Penalty: 3901.513916
	Iteration 35Q: 3 clusters Score -336764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -336767.312500 Penalty: 3901.513916
	Iteration 36Q: 3 clusters Score -336767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -336770.281250 Penalty: 3901.513916
	Iteration 37Q: 3 clusters Score -336770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -336771.343750 Penalty: 3901.513916
	Iteration 38Q: 3 clusters Score -336771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -336772.062500 Penalty: 3901.513916
	Iteration 39Q: 3 clusters Score -336772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336774.625000 Penalty: 3901.513916
	Iteration 40F: 3 clusters Score -336774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -336778.375000 Penalty: 3901.513916
	Iteration 41Q: 3 clusters Score -336778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -336780.375000 Penalty: 3901.513916
	Iteration 42Q: 3 clusters Score -336780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -336782.625000 Penalty: 3901.513916
	Iteration 43Q: 3 clusters Score -336782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -336784.343750 Penalty: 3901.513916
	Iteration 44Q: 3 clusters Score -336784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -336785.343750 Penalty: 3901.513916
	Iteration 45Q: 3 clusters Score -336785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -336786.187500 Penalty: 3901.513916
	Iteration 46Q: 3 clusters Score -336786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -336789.000000 Penalty: 3901.513916
	Iteration 47Q: 3 clusters Score -336789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -336790.031250 Penalty: 3901.513916
	Iteration 48Q: 3 clusters Score -336790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -336793.812500 Penalty: 3901.513916
	Iteration 49Q: 3 clusters Score -336793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -336797.875000 Penalty: 3901.513916
	Iteration 50Q: 3 clusters Score -336797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -336800.937500 Penalty: 3901.513916
	Iteration 51Q: 3 clusters Score -336800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -336803.718750 Penalty: 3901.513916
	Iteration 52Q: 3 clusters Score -336803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -336807.875000 Penalty: 3901.513916
	Iteration 53Q: 3 clusters Score -336807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -336808.500000 Penalty: 3901.513916
	Iteration 54Q: 3 clusters Score -336808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -336810.500000 Penalty: 3901.513916
	Iteration 55Q: 3 clusters Score -336810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -336814.281250 Penalty: 3901.513916
	Iteration 56Q: 3 clusters Score -336814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -336816.531250 Penalty: 3901.513916
	Iteration 57Q: 3 clusters Score -336816.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -336823.281250 Penalty: 3901.513916
	Iteration 58Q: 3 clusters Score -336823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -336828.593750 Penalty: 3901.513916
	Iteration 59Q: 3 clusters Score -336828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336831.625000 Penalty: 3901.513916
	Iteration 60F: 3 clusters Score -336831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -336834.781250 Penalty: 3901.513916
	Iteration 61Q: 3 clusters Score -336834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -336840.593750 Penalty: 3901.513916
	Iteration 62Q: 3 clusters Score -336840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -336846.968750 Penalty: 3901.513916
	Iteration 63Q: 3 clusters Score -336847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -336855.687500 Penalty: 3901.513916
	Iteration 64Q: 3 clusters Score -336855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -336867.250000 Penalty: 3901.513916
	Iteration 65Q: 3 clusters Score -336867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -336875.781250 Penalty: 3901.513916
	Iteration 66Q: 3 clusters Score -336875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -336883.656250 Penalty: 3901.513916
	Iteration 67Q: 3 clusters Score -336883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -336892.218750 Penalty: 3901.513916
	Iteration 68Q: 3 clusters Score -336892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -336900.687500 Penalty: 3901.513916
	Iteration 69Q: 3 clusters Score -336900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -336904.625000 Penalty: 3901.513916
	Iteration 70Q: 3 clusters Score -336904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -336907.906250 Penalty: 3901.513916
	Iteration 71Q: 3 clusters Score -336907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -336911.125000 Penalty: 3901.513916
	Iteration 72Q: 3 clusters Score -336911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -336915.125000 Penalty: 3901.513916
	Iteration 73Q: 3 clusters Score -336915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -336916.875000 Penalty: 3901.513916
	Iteration 74Q: 3 clusters Score -336916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -336916.875000 Penalty: 3901.513916
	Iteration 75F: 3 clusters Score -336916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Entering Unmasked Estep 
Score: -1760269.625000 Penalty: 2347.661621
	Iteration 0F: 2 clusters Score -1760270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1750742.250000 Penalty: 4695.323242
	Iteration 0F: 3 clusters Score -1750742 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1753544.875000 Penalty: 4695.323242
	Iteration 1F: 3 clusters Score -1753545 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1753879.625000 Penalty: 4695.323242
	Iteration 2F: 3 clusters Score -1753880 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1754096.750000 Penalty: 4695.323242
	Iteration 3Q: 3 clusters Score -1754097 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1754249.000000 Penalty: 4695.323242
	Iteration 4Q: 3 clusters Score -1754249 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1754379.125000 Penalty: 4695.323242
	Iteration 5Q: 3 clusters Score -1754379 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1754479.875000 Penalty: 4695.323242
	Iteration 6Q: 3 clusters Score -1754480 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1754568.000000 Penalty: 4695.323242
	Iteration 7Q: 3 clusters Score -1754568 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1754657.875000 Penalty: 4695.323242
	Iteration 8Q: 3 clusters Score -1754658 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1754741.125000 Penalty: 4695.323242
	Iteration 9Q: 3 clusters Score -1754741 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1754852.875000 Penalty: 4695.323242
	Iteration 10Q: 3 clusters Score -1754853 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1755004.250000 Penalty: 4695.323242
	Iteration 11Q: 3 clusters Score -1755004 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1755218.250000 Penalty: 4695.323242
	Iteration 12Q: 3 clusters Score -1755218 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1755492.750000 Penalty: 4695.323242
	Iteration 13Q: 3 clusters Score -1755493 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1755820.500000 Penalty: 4695.323242
	Iteration 14Q: 3 clusters Score -1755820 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1756189.125000 Penalty: 4695.323242
	Iteration 15Q: 3 clusters Score -1756189 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1756593.000000 Penalty: 4695.323242
	Iteration 16Q: 3 clusters Score -1756593 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1757018.500000 Penalty: 4695.323242
	Iteration 17Q: 3 clusters Score -1757018 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1757422.125000 Penalty: 4695.323242
	Iteration 18Q: 3 clusters Score -1757422 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1757752.375000 Penalty: 4695.323242
	Iteration 19Q: 3 clusters Score -1757752 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1757969.000000 Penalty: 4695.323242
	Iteration 20F: 3 clusters Score -1757969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1758102.500000 Penalty: 4695.323242
	Iteration 21Q: 3 clusters Score -1758102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1758171.750000 Penalty: 4695.323242
	Iteration 22Q: 3 clusters Score -1758172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1758197.000000 Penalty: 4695.323242
	Iteration 23Q: 3 clusters Score -1758197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1758214.875000 Penalty: 4695.323242
	Iteration 24Q: 3 clusters Score -1758215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1758222.000000 Penalty: 4695.323242
	Iteration 25Q: 3 clusters Score -1758222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1758228.875000 Penalty: 4695.323242
	Iteration 26Q: 3 clusters Score -1758229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1758240.750000 Penalty: 4695.323242
	Iteration 27Q: 3 clusters Score -1758241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1758251.250000 Penalty: 4695.323242
	Iteration 28Q: 3 clusters Score -1758251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1758258.750000 Penalty: 4695.323242
	Iteration 29Q: 3 clusters Score -1758259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1758260.500000 Penalty: 4695.323242
	Iteration 30Q: 3 clusters Score -1758260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1758266.500000 Penalty: 4695.323242
	Iteration 31Q: 3 clusters Score -1758266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1758268.875000 Penalty: 4695.323242
	Iteration 32Q: 3 clusters Score -1758269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1758267.250000 Penalty: 4695.323242
	Iteration 33Q: 3 clusters Score -1758267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1758267.250000 Penalty: 4695.323242
	Iteration 34F: 3 clusters Score -1758267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Entering Unmasked Estep 
Score: -5937764.500000 Penalty: 2659.397461
	Iteration 0F: 2 clusters Score -5937764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5907372.500000 Penalty: 5318.794922
	Iteration 0F: 3 clusters Score -5907372 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5918927.000000 Penalty: 5318.794922
	Iteration 1F: 3 clusters Score -5918927 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5919643.000000 Penalty: 5318.794922
	Iteration 2Q: 3 clusters Score -5919643 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5920416.500000 Penalty: 5318.794922
	Iteration 3Q: 3 clusters Score -5920416 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5921348.000000 Penalty: 5318.794922
	Iteration 4Q: 3 clusters Score -5921348 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5922497.000000 Penalty: 5318.794922
	Iteration 5F: 3 clusters Score -5922497 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5924055.000000 Penalty: 5318.794922
	Iteration 6F: 3 clusters Score -5924055 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5926019.500000 Penalty: 5318.794922
	Iteration 7F: 3 clusters Score -5926020 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5928272.500000 Penalty: 5318.794922
	Iteration 8F: 3 clusters Score -5928272 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5930395.000000 Penalty: 5318.794922
	Iteration 9F: 3 clusters Score -5930395 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -5932338.000000 Penalty: 5318.794922
	Iteration 10F: 3 clusters Score -5932338 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5933804.000000 Penalty: 5318.794922
	Iteration 11Q: 3 clusters Score -5933804 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -5934630.000000 Penalty: 5318.794922
	Iteration 12Q: 3 clusters Score -5934630 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5935088.000000 Penalty: 5318.794922
	Iteration 13Q: 3 clusters Score -5935088 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -5935301.000000 Penalty: 5318.794922
	Iteration 14Q: 3 clusters Score -5935301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -5935443.500000 Penalty: 5318.794922
	Iteration 15Q: 3 clusters Score -5935444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5935504.000000 Penalty: 5318.794922
	Iteration 16Q: 3 clusters Score -5935504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5935561.500000 Penalty: 5318.794922
	Iteration 17Q: 3 clusters Score -5935562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5935596.000000 Penalty: 5318.794922
	Iteration 18Q: 3 clusters Score -5935596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5935603.000000 Penalty: 5318.794922
	Iteration 19Q: 3 clusters Score -5935603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -5935613.000000 Penalty: 5318.794922
	Iteration 20F: 3 clusters Score -5935613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -5935624.500000 Penalty: 5318.794922
	Iteration 21Q: 3 clusters Score -5935624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5935633.500000 Penalty: 5318.794922
	Iteration 22Q: 3 clusters Score -5935634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5935641.500000 Penalty: 5318.794922
	Iteration 23Q: 3 clusters Score -5935642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5935642.000000 Penalty: 5318.794922
	Iteration 24Q: 3 clusters Score -5935642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5935642.000000 Penalty: 5318.794922
	Iteration 25F: 3 clusters Score -5935642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -277699.906250 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -277699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -275007.437500 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -275007.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -275459.343750 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -275459.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -275587.468750 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -275587.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275669.343750 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -275669.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -275725.812500 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -275725.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -275771.093750 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -275771.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -275802.656250 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -275802.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -275825.250000 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -275825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275839.312500 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -275839.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -275855.468750 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -275855.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275880.031250 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -275880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275894.906250 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -275894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -275901.968750 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -275902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275911.375000 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -275911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -275921.343750 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -275921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275928.843750 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -275928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275934.156250 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -275934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275940.875000 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -275940.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -275947.500000 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -275947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275952.281250 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -275952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275954.968750 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -275955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275957.625000 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -275957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275959.812500 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -275959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275962.468750 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -275962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275962.843750 Penalty: 3788.546387
	Iteration 24Q: 3 clusters Score -275962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275963.312500 Penalty: 3788.546387
	Iteration 25Q: 3 clusters Score -275963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275963.312500 Penalty: 3788.546387
	Iteration 26F: 3 clusters Score -275963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -563235.625000 Penalty: 2068.196045
	Iteration 0F: 2 clusters Score -563235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -559285.562500 Penalty: 4136.392090
	Iteration 0F: 3 clusters Score -559285.6 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -560213.000000 Penalty: 4136.392090
	Iteration 1F: 3 clusters Score -560213 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -560435.437500 Penalty: 4136.392090
	Iteration 2F: 3 clusters Score -560435.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -560577.250000 Penalty: 4136.392090
	Iteration 3Q: 3 clusters Score -560577.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -560699.000000 Penalty: 4136.392090
	Iteration 4Q: 3 clusters Score -560699 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -560819.937500 Penalty: 4136.392090
	Iteration 5Q: 3 clusters Score -560819.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -560938.000000 Penalty: 4136.392090
	Iteration 6Q: 3 clusters Score -560938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -561077.812500 Penalty: 4136.392090
	Iteration 7Q: 3 clusters Score -561077.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -561204.000000 Penalty: 4136.392090
	Iteration 8Q: 3 clusters Score -561204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -561318.312500 Penalty: 4136.392090
	Iteration 9Q: 3 clusters Score -561318.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -561412.187500 Penalty: 4136.392090
	Iteration 10Q: 3 clusters Score -561412.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -561499.375000 Penalty: 4136.392090
	Iteration 11Q: 3 clusters Score -561499.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -561585.500000 Penalty: 4136.392090
	Iteration 12Q: 3 clusters Score -561585.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -561658.500000 Penalty: 4136.392090
	Iteration 13Q: 3 clusters Score -561658.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -561711.187500 Penalty: 4136.392090
	Iteration 14Q: 3 clusters Score -561711.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -561769.000000 Penalty: 4136.392090
	Iteration 15Q: 3 clusters Score -561769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -561821.437500 Penalty: 4136.392090
	Iteration 16Q: 3 clusters Score -561821.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -561860.125000 Penalty: 4136.392090
	Iteration 17Q: 3 clusters Score -561860.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -561887.187500 Penalty: 4136.392090
	Iteration 18Q: 3 clusters Score -561887.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -561912.187500 Penalty: 4136.392090
	Iteration 19Q: 3 clusters Score -561912.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -561938.062500 Penalty: 4136.392090
	Iteration 20F: 3 clusters Score -561938.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -561951.125000 Penalty: 4136.392090
	Iteration 21Q: 3 clusters Score -561951.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -561966.562500 Penalty: 4136.392090
	Iteration 22Q: 3 clusters Score -561966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -561974.375000 Penalty: 4136.392090
	Iteration 23Q: 3 clusters Score -561974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -561978.687500 Penalty: 4136.392090
	Iteration 24Q: 3 clusters Score -561978.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -561980.125000 Penalty: 4136.392090
	Iteration 25Q: 3 clusters Score -561980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -561981.312500 Penalty: 4136.392090
	Iteration 26Q: 3 clusters Score -561981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -561981.312500 Penalty: 4136.392090
	Iteration 27F: 3 clusters Score -561981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -64515.582031 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -64515.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63017.343750 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -63017.34 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63460.230469 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -63460.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63690.093750 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -63690.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63890.765625 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -63890.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63993.324219 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -63993.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64057.949219 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -64057.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -64073.812500 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -64073.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -64073.812500 Penalty: 3135.992188
	Iteration 7F: 3 clusters Score -64073.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Entering Unmasked Estep 
Score: -14667186.000000 Penalty: 2876.659424
	Iteration 0F: 2 clusters Score -1.466719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -14595408.000000 Penalty: 5753.318848
	Iteration 0F: 3 clusters Score -1.459541e+07 nChanged 51386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -14624917.000000 Penalty: 5753.318848
	Iteration 1F: 3 clusters Score -1.462492e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -14626126.000000 Penalty: 5753.318848
	Iteration 2Q: 3 clusters Score -1.462613e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -14627708.000000 Penalty: 5753.318848
	Iteration 3Q: 3 clusters Score -1.462771e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -14630573.000000 Penalty: 5753.318848
	Iteration 4Q: 3 clusters Score -1.463057e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -14635488.000000 Penalty: 5753.318848
	Iteration 5F: 3 clusters Score -1.463549e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -14642689.000000 Penalty: 5753.318848
	Iteration 6F: 3 clusters Score -1.464269e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -14651317.000000 Penalty: 5753.318848
	Iteration 7F: 3 clusters Score -1.465132e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -14658402.000000 Penalty: 5753.318848
	Iteration 8F: 3 clusters Score -1.46584e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -14662110.000000 Penalty: 5753.318848
	Iteration 9Q: 3 clusters Score -1.466211e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -14663535.000000 Penalty: 5753.318848
	Iteration 10Q: 3 clusters Score -1.466354e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -14664062.000000 Penalty: 5753.318848
	Iteration 11Q: 3 clusters Score -1.466406e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -14664308.000000 Penalty: 5753.318848
	Iteration 12Q: 3 clusters Score -1.466431e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -14664416.000000 Penalty: 5753.318848
	Iteration 13Q: 3 clusters Score -1.466442e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -14664497.000000 Penalty: 5753.318848
	Iteration 14Q: 3 clusters Score -1.46645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 108604 members 
Entering Unmasked Estep 
Score: -14664565.000000 Penalty: 5753.318848
	Iteration 15Q: 3 clusters Score -1.466456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -14664610.000000 Penalty: 5753.318848
	Iteration 16Q: 3 clusters Score -1.466461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -14664611.000000 Penalty: 5753.318848
	Iteration 17Q: 3 clusters Score -1.466461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -14664624.000000 Penalty: 5753.318848
	Iteration 18Q: 3 clusters Score -1.466462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -14664645.000000 Penalty: 5753.318848
	Iteration 19Q: 3 clusters Score -1.466464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -14664653.000000 Penalty: 5753.318848
	Iteration 20F: 3 clusters Score -1.466465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -14664655.000000 Penalty: 5753.318848
	Iteration 21Q: 3 clusters Score -1.466466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -14664662.000000 Penalty: 5753.318848
	Iteration 22Q: 3 clusters Score -1.466466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -14664677.000000 Penalty: 5753.318848
	Iteration 23Q: 3 clusters Score -1.466468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -14664688.000000 Penalty: 5753.318848
	Iteration 24Q: 3 clusters Score -1.466469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 108681 members 
Entering Unmasked Estep 
Score: -14664703.000000 Penalty: 5753.318848
	Iteration 25Q: 3 clusters Score -1.46647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 108681 members 
Entering Unmasked Estep 
Score: -14664688.000000 Penalty: 5753.318848
	Iteration 26Q: 3 clusters Score -1.466469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -14664696.000000 Penalty: 5753.318848
	Iteration 27Q: 3 clusters Score -1.46647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -14664698.000000 Penalty: 5753.318848
	Iteration 28Q: 3 clusters Score -1.46647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14664699.000000 Penalty: 5753.318848
	Iteration 29Q: 3 clusters Score -1.46647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -14664704.000000 Penalty: 5753.318848
	Iteration 30Q: 3 clusters Score -1.46647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -14664703.000000 Penalty: 5753.318848
	Iteration 31Q: 3 clusters Score -1.46647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -14664695.000000 Penalty: 5753.318848
	Iteration 32Q: 3 clusters Score -1.46647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -14664692.000000 Penalty: 5753.318848
	Iteration 33Q: 3 clusters Score -1.466469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -14664696.000000 Penalty: 5753.318848
	Iteration 34Q: 3 clusters Score -1.46647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -14664705.000000 Penalty: 5753.318848
	Iteration 35Q: 3 clusters Score -1.46647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -14664707.000000 Penalty: 5753.318848
	Iteration 36Q: 3 clusters Score -1.466471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -14664706.000000 Penalty: 5753.318848
	Iteration 37Q: 3 clusters Score -1.466471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -14664706.000000 Penalty: 5753.318848
	Iteration 38F: 3 clusters Score -1.466471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1405702.125000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1405702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1397728.500000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -1397728 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1400116.375000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -1400116 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1400402.250000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -1400402 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1400588.375000 Penalty: 4590.588379
	Iteration 3Q: 3 clusters Score -1400588 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1400713.250000 Penalty: 4590.588379
	Iteration 4Q: 3 clusters Score -1400713 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1400831.125000 Penalty: 4590.588379
	Iteration 5Q: 3 clusters Score -1400831 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1400924.625000 Penalty: 4590.588379
	Iteration 6Q: 3 clusters Score -1400925 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1401019.500000 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -1401020 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1401123.000000 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -1401123 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1401214.625000 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -1401215 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1401293.250000 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -1401293 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1401379.500000 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -1401380 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1401462.250000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -1401462 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1401549.625000 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -1401550 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1401631 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1401709 nChanged 203
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Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1401776 nChanged 181
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Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1401834 nChanged 205
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1401908 nChanged 218
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1401995 nChanged 235
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1402102 nChanged 266
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Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1402228 nChanged 256
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Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1402344 nChanged 242
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Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1402437 nChanged 186
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1402498 nChanged 140
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Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1402548 nChanged 135
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Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1402596 nChanged 125
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Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1402627 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1402644 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1402667 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1402681 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1402688 nChanged 36
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Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1402693 nChanged 26
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1402700 nChanged 25
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Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1402701 nChanged 20
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Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1402705.625000 Penalty: 4590.588379
	Iteration 35Q: 3 clusters Score -1402706 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1402712 nChanged 17
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Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1402714 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1402716 nChanged 16
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Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1402716 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1402716 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1402722.250000 Penalty: 4590.588379
	Iteration 41Q: 3 clusters Score -1402722 nChanged 7
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1402720.000000 Penalty: 4590.588379
	Iteration 42Q: 3 clusters Score -1402720 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1402723 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1402728 nChanged 14
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1402731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1402736 nChanged 11
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Mstep: Class 1 contains 5310 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1402735 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1402734 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1402738.500000 Penalty: 4590.588379
	Iteration 49Q: 3 clusters Score -1402738 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1402735.125000 Penalty: 4590.588379
	Iteration 50Q: 3 clusters Score -1402735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1402732.875000 Penalty: 4590.588379
	Iteration 51Q: 3 clusters Score -1402733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1402737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1402739.000000 Penalty: 4590.588379
	Iteration 53Q: 3 clusters Score -1402739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1402746.625000 Penalty: 4590.588379
	Iteration 54Q: 3 clusters Score -1402747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1402747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1402751.125000 Penalty: 4590.588379
	Iteration 56Q: 3 clusters Score -1402751 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1402753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1402757.125000 Penalty: 4590.588379
	Iteration 58Q: 3 clusters Score -1402757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1402760.375000 Penalty: 4590.588379
	Iteration 59Q: 3 clusters Score -1402760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1402759.125000 Penalty: 4590.588379
	Iteration 60F: 3 clusters Score -1402759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1402761.125000 Penalty: 4590.588379
	Iteration 61Q: 3 clusters Score -1402761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1402764.375000 Penalty: 4590.588379
	Iteration 62Q: 3 clusters Score -1402764 nChanged 8
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1402764 nChanged 8
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1402764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1402763.125000 Penalty: 4590.588379
	Iteration 65Q: 3 clusters Score -1402763 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1402764 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1402766.375000 Penalty: 4590.588379
	Iteration 67Q: 3 clusters Score -1402766 nChanged 5
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Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1402765 nChanged 5
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Mstep: Class 1 contains 5455 members 
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Entering Unmasked Estep 
Score: -1402768.000000 Penalty: 4590.588379
	Iteration 69Q: 3 clusters Score -1402768 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1402768 nChanged 3
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Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1402766 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1402768 nChanged 2
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Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1402767 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1402767 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1402770 nChanged 4
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1402769 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1402772.500000 Penalty: 4590.588379
	Iteration 77Q: 3 clusters Score -1402772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1402772 nChanged 5
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Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1402773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1402771.000000 Penalty: 4590.588379
	Iteration 80F: 3 clusters Score -1402771 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1402774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1402772 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1402771 nChanged 1
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Mstep: Class 1 contains 5479 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1402770 nChanged 3
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1402772 nChanged 5
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Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1402774 nChanged 7
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Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1402774 nChanged 6
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1402776.875000 Penalty: 4590.588379
	Iteration 88Q: 3 clusters Score -1402777 nChanged 8
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Mstep: Class 1 contains 5504 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1402776 nChanged 13
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Mstep: Class 1 contains 5513 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1402778 nChanged 12
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1402780 nChanged 12
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Mstep: Class 1 contains 5533 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1402783 nChanged 5
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Mstep: Class 1 contains 5538 members 
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	Iteration 93Q: 3 clusters Score -1402782 nChanged 5
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Mstep: Class 1 contains 5539 members 
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	Iteration 94Q: 3 clusters Score -1402785 nChanged 8
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Mstep: Class 1 contains 5543 members 
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	Iteration 95Q: 3 clusters Score -1402785 nChanged 13
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Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4903 members 
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	Iteration 96Q: 3 clusters Score -1402785 nChanged 10
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1402786.000000 Penalty: 4590.588379
	Iteration 97Q: 3 clusters Score -1402786 nChanged 10
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Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1402791 nChanged 14
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Mstep: Class 1 contains 5584 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1402790 nChanged 12
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Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1402791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1402793 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1402799 nChanged 25
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Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1402804 nChanged 21
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1402807.000000 Penalty: 4590.588379
	Iteration 104Q: 3 clusters Score -1402807 nChanged 18
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Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1402811.625000 Penalty: 4590.588379
	Iteration 105Q: 3 clusters Score -1402812 nChanged 10
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Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1402811 nChanged 13
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Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1402814 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1402816.375000 Penalty: 4590.588379
	Iteration 108Q: 3 clusters Score -1402816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1402819.750000 Penalty: 4590.588379
	Iteration 109Q: 3 clusters Score -1402820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1402823.625000 Penalty: 4590.588379
	Iteration 110Q: 3 clusters Score -1402824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1402824.125000 Penalty: 4590.588379
	Iteration 111Q: 3 clusters Score -1402824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1402825.750000 Penalty: 4590.588379
	Iteration 112Q: 3 clusters Score -1402826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1402827.125000 Penalty: 4590.588379
	Iteration 113Q: 3 clusters Score -1402827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1402828.250000 Penalty: 4590.588379
	Iteration 114Q: 3 clusters Score -1402828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1402829.875000 Penalty: 4590.588379
	Iteration 115Q: 3 clusters Score -1402830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1402829.875000 Penalty: 4590.588379
	Iteration 116Q: 3 clusters Score -1402830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1402830.375000 Penalty: 4590.588379
	Iteration 117Q: 3 clusters Score -1402830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1402831.375000 Penalty: 4590.588379
	Iteration 118Q: 3 clusters Score -1402831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1402835.250000 Penalty: 4590.588379
	Iteration 119Q: 3 clusters Score -1402835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1402836.875000 Penalty: 4590.588379
	Iteration 120F: 3 clusters Score -1402837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1402834.500000 Penalty: 4590.588379
	Iteration 121Q: 3 clusters Score -1402834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1402837.125000 Penalty: 4590.588379
	Iteration 122Q: 3 clusters Score -1402837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1402836.250000 Penalty: 4590.588379
	Iteration 123Q: 3 clusters Score -1402836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1402839.500000 Penalty: 4590.588379
	Iteration 124Q: 3 clusters Score -1402840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1402841.125000 Penalty: 4590.588379
	Iteration 125Q: 3 clusters Score -1402841 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1402840.000000 Penalty: 4590.588379
	Iteration 126Q: 3 clusters Score -1402840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1402843.500000 Penalty: 4590.588379
	Iteration 127Q: 3 clusters Score -1402844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1402843.500000 Penalty: 4590.588379
	Iteration 128Q: 3 clusters Score -1402844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1402848.500000 Penalty: 4590.588379
	Iteration 129Q: 3 clusters Score -1402848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1402849 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1402855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1402856.125000 Penalty: 4590.588379
	Iteration 132Q: 3 clusters Score -1402856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1402863 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1402865 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1402874.000000 Penalty: 4590.588379
	Iteration 135Q: 3 clusters Score -1402874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1402874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1402878.500000 Penalty: 4590.588379
	Iteration 137Q: 3 clusters Score -1402878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1402882.000000 Penalty: 4590.588379
	Iteration 138Q: 3 clusters Score -1402882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1402887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1402892.250000 Penalty: 4590.588379
	Iteration 140F: 3 clusters Score -1402892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1402898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1402903.625000 Penalty: 4590.588379
	Iteration 142Q: 3 clusters Score -1402904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1402908.250000 Penalty: 4590.588379
	Iteration 143Q: 3 clusters Score -1402908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1402913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1402921.500000 Penalty: 4590.588379
	Iteration 145Q: 3 clusters Score -1402922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1402927.000000 Penalty: 4590.588379
	Iteration 146Q: 3 clusters Score -1402927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1402929.250000 Penalty: 4590.588379
	Iteration 147Q: 3 clusters Score -1402929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1402936.000000 Penalty: 4590.588379
	Iteration 148Q: 3 clusters Score -1402936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1402938.500000 Penalty: 4590.588379
	Iteration 149Q: 3 clusters Score -1402938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1402944.250000 Penalty: 4590.588379
	Iteration 150Q: 3 clusters Score -1402944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1402946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1402952.625000 Penalty: 4590.588379
	Iteration 152Q: 3 clusters Score -1402953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1402951.875000 Penalty: 4590.588379
	Iteration 153Q: 3 clusters Score -1402952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1402957.500000 Penalty: 4590.588379
	Iteration 154Q: 3 clusters Score -1402958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1402962.375000 Penalty: 4590.588379
	Iteration 155Q: 3 clusters Score -1402962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1402970.125000 Penalty: 4590.588379
	Iteration 156Q: 3 clusters Score -1402970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1402975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1402979.375000 Penalty: 4590.588379
	Iteration 158Q: 3 clusters Score -1402979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1402985.500000 Penalty: 4590.588379
	Iteration 159Q: 3 clusters Score -1402986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1402987.750000 Penalty: 4590.588379
	Iteration 160F: 3 clusters Score -1402988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1402987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1402992.125000 Penalty: 4590.588379
	Iteration 162Q: 3 clusters Score -1402992 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1402994.375000 Penalty: 4590.588379
	Iteration 163Q: 3 clusters Score -1402994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1402995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1402998 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1402999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1403003.000000 Penalty: 4590.588379
	Iteration 167Q: 3 clusters Score -1403003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1403006.250000 Penalty: 4590.588379
	Iteration 168Q: 3 clusters Score -1403006 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1403007 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1403009.000000 Penalty: 4590.588379
	Iteration 170Q: 3 clusters Score -1403009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1403013.250000 Penalty: 4590.588379
	Iteration 171Q: 3 clusters Score -1403013 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1403016.125000 Penalty: 4590.588379
	Iteration 172Q: 3 clusters Score -1403016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1403019.000000 Penalty: 4590.588379
	Iteration 173Q: 3 clusters Score -1403019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1403021.750000 Penalty: 4590.588379
	Iteration 174Q: 3 clusters Score -1403022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1403023.000000 Penalty: 4590.588379
	Iteration 175Q: 3 clusters Score -1403023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1403024.750000 Penalty: 4590.588379
	Iteration 176Q: 3 clusters Score -1403025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1403026 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1403023.125000 Penalty: 4590.588379
	Iteration 178Q: 3 clusters Score -1403023 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1403026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1403026.250000 Penalty: 4590.588379
	Iteration 180F: 3 clusters Score -1403026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1403029.000000 Penalty: 4590.588379
	Iteration 181Q: 3 clusters Score -1403029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1403027.500000 Penalty: 4590.588379
	Iteration 182Q: 3 clusters Score -1403028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1403030.625000 Penalty: 4590.588379
	Iteration 183Q: 3 clusters Score -1403031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1403030.250000 Penalty: 4590.588379
	Iteration 184Q: 3 clusters Score -1403030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1403034.375000 Penalty: 4590.588379
	Iteration 185Q: 3 clusters Score -1403034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1403033.750000 Penalty: 4590.588379
	Iteration 186Q: 3 clusters Score -1403034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1403035.500000 Penalty: 4590.588379
	Iteration 187Q: 3 clusters Score -1403036 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1403043.750000 Penalty: 4590.588379
	Iteration 188Q: 3 clusters Score -1403044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1403039.000000 Penalty: 4590.588379
	Iteration 189Q: 3 clusters Score -1403039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1403043.250000 Penalty: 4590.588379
	Iteration 190Q: 3 clusters Score -1403043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1403044.875000 Penalty: 4590.588379
	Iteration 191Q: 3 clusters Score -1403045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1403045.875000 Penalty: 4590.588379
	Iteration 192Q: 3 clusters Score -1403046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1403048.375000 Penalty: 4590.588379
	Iteration 193Q: 3 clusters Score -1403048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1403051.375000 Penalty: 4590.588379
	Iteration 194Q: 3 clusters Score -1403051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1403052.375000 Penalty: 4590.588379
	Iteration 195Q: 3 clusters Score -1403052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1403053.625000 Penalty: 4590.588379
	Iteration 196Q: 3 clusters Score -1403054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1403052.875000 Penalty: 4590.588379
	Iteration 197Q: 3 clusters Score -1403053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1403054.875000 Penalty: 4590.588379
	Iteration 198Q: 3 clusters Score -1403055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1403059.875000 Penalty: 4590.588379
	Iteration 199Q: 3 clusters Score -1403060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1403059.875000 Penalty: 4590.588379
	Iteration 200F: 3 clusters Score -1403060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1403062.125000 Penalty: 4590.588379
	Iteration 201Q: 3 clusters Score -1403062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1403061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1403066.000000 Penalty: 4590.588379
	Iteration 203Q: 3 clusters Score -1403066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1403068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1403069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1403071.000000 Penalty: 4590.588379
	Iteration 206Q: 3 clusters Score -1403071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1403074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1403081.000000 Penalty: 4590.588379
	Iteration 208Q: 3 clusters Score -1403081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1403082 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1403088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1403095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1403098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1403106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1403115 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1403131 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1403155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1403175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1403188.000000 Penalty: 4590.588379
	Iteration 218Q: 3 clusters Score -1403188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1403211 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1403223 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1403240 nChanged 38
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Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1403246 nChanged 45
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Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1403258 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1403275 nChanged 40
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Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1403286 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1403297 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1403303 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1403309 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1403317 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1403327 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1403332 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1403336 nChanged 23
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Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1403340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1403348 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1403351 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1403359.250000 Penalty: 4590.588379
	Iteration 236Q: 3 clusters Score -1403359 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1403366 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1403372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1403379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1403383.000000 Penalty: 4590.588379
	Iteration 240F: 3 clusters Score -1403383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1403390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1403395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1403398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1403401.500000 Penalty: 4590.588379
	Iteration 244Q: 3 clusters Score -1403402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1403407.375000 Penalty: 4590.588379
	Iteration 245Q: 3 clusters Score -1403407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1403412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1403414.375000 Penalty: 4590.588379
	Iteration 247Q: 3 clusters Score -1403414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1403416.125000 Penalty: 4590.588379
	Iteration 248Q: 3 clusters Score -1403416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1403418.625000 Penalty: 4590.588379
	Iteration 249Q: 3 clusters Score -1403419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1403427.125000 Penalty: 4590.588379
	Iteration 250Q: 3 clusters Score -1403427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1403436.000000 Penalty: 4590.588379
	Iteration 251Q: 3 clusters Score -1403436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1403440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1403445.625000 Penalty: 4590.588379
	Iteration 253Q: 3 clusters Score -1403446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1403450.000000 Penalty: 4590.588379
	Iteration 254Q: 3 clusters Score -1403450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1403458.500000 Penalty: 4590.588379
	Iteration 255Q: 3 clusters Score -1403458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1403463.750000 Penalty: 4590.588379
	Iteration 256Q: 3 clusters Score -1403464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1403473.250000 Penalty: 4590.588379
	Iteration 257Q: 3 clusters Score -1403473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1403476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1403478.625000 Penalty: 4590.588379
	Iteration 259Q: 3 clusters Score -1403479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1403484.250000 Penalty: 4590.588379
	Iteration 260F: 3 clusters Score -1403484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1403488.750000 Penalty: 4590.588379
	Iteration 261Q: 3 clusters Score -1403489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1403492.875000 Penalty: 4590.588379
	Iteration 262Q: 3 clusters Score -1403493 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1403498.250000 Penalty: 4590.588379
	Iteration 263Q: 3 clusters Score -1403498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1403506.125000 Penalty: 4590.588379
	Iteration 264Q: 3 clusters Score -1403506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1403510.000000 Penalty: 4590.588379
	Iteration 265Q: 3 clusters Score -1403510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1403517.000000 Penalty: 4590.588379
	Iteration 266Q: 3 clusters Score -1403517 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1403521.875000 Penalty: 4590.588379
	Iteration 267Q: 3 clusters Score -1403522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1403527.375000 Penalty: 4590.588379
	Iteration 268Q: 3 clusters Score -1403527 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1403534.375000 Penalty: 4590.588379
	Iteration 269Q: 3 clusters Score -1403534 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1403539.125000 Penalty: 4590.588379
	Iteration 270Q: 3 clusters Score -1403539 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1403541.875000 Penalty: 4590.588379
	Iteration 271Q: 3 clusters Score -1403542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1403543.375000 Penalty: 4590.588379
	Iteration 272Q: 3 clusters Score -1403543 nChanged 7
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Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1403545.250000 Penalty: 4590.588379
	Iteration 273Q: 3 clusters Score -1403545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1403544.500000 Penalty: 4590.588379
	Iteration 274Q: 3 clusters Score -1403544 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1403542.250000 Penalty: 4590.588379
	Iteration 275Q: 3 clusters Score -1403542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1403548.250000 Penalty: 4590.588379
	Iteration 276Q: 3 clusters Score -1403548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1403549.250000 Penalty: 4590.588379
	Iteration 277Q: 3 clusters Score -1403549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1403549.875000 Penalty: 4590.588379
	Iteration 278Q: 3 clusters Score -1403550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1403555.750000 Penalty: 4590.588379
	Iteration 279Q: 3 clusters Score -1403556 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1403558.375000 Penalty: 4590.588379
	Iteration 280F: 3 clusters Score -1403558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1403564.375000 Penalty: 4590.588379
	Iteration 281Q: 3 clusters Score -1403564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1403562.500000 Penalty: 4590.588379
	Iteration 282Q: 3 clusters Score -1403562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1403563.750000 Penalty: 4590.588379
	Iteration 283Q: 3 clusters Score -1403564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1403563.625000 Penalty: 4590.588379
	Iteration 284Q: 3 clusters Score -1403564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1403564.625000 Penalty: 4590.588379
	Iteration 285Q: 3 clusters Score -1403565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1403569.125000 Penalty: 4590.588379
	Iteration 286Q: 3 clusters Score -1403569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1403567.250000 Penalty: 4590.588379
	Iteration 287Q: 3 clusters Score -1403567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1403569.750000 Penalty: 4590.588379
	Iteration 288Q: 3 clusters Score -1403570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1403569.125000 Penalty: 4590.588379
	Iteration 289Q: 3 clusters Score -1403569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1403571.875000 Penalty: 4590.588379
	Iteration 290Q: 3 clusters Score -1403572 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -1403571 nChanged 3
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Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1403572 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -1403571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1403571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1403573.250000 Penalty: 4590.588379
	Iteration 295Q: 3 clusters Score -1403573 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1403573.000000 Penalty: 4590.588379
	Iteration 296Q: 3 clusters Score -1403573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1403574.750000 Penalty: 4590.588379
	Iteration 297Q: 3 clusters Score -1403575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1403575.875000 Penalty: 4590.588379
	Iteration 298Q: 3 clusters Score -1403576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1403578.625000 Penalty: 4590.588379
	Iteration 299Q: 3 clusters Score -1403579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1403576.625000 Penalty: 4590.588379
	Iteration 300F: 3 clusters Score -1403577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1403576.750000 Penalty: 4590.588379
	Iteration 301Q: 3 clusters Score -1403577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1403579.125000 Penalty: 4590.588379
	Iteration 302Q: 3 clusters Score -1403579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1403578.875000 Penalty: 4590.588379
	Iteration 303Q: 3 clusters Score -1403579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1403579.000000 Penalty: 4590.588379
	Iteration 304Q: 3 clusters Score -1403579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1403579.000000 Penalty: 4590.588379
	Iteration 305F: 3 clusters Score -1403579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -117104.523438 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -117104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115157.281250 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -115157.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115852.781250 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -115852.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116214.625000 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -116214.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116557.289062 Penalty: 3455.148193
	Iteration 3F: 3 clusters Score -116557.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116758.546875 Penalty: 3455.148193
	Iteration 4F: 3 clusters Score -116758.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116964.210938 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -116964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117030.257812 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -117030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117081.695312 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -117081.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117155.484375 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -117155.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117210.742188 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -117210.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117292.601562 Penalty: 3455.148193
	Iteration 10Q: 3 clusters Score -117292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117365.578125 Penalty: 3455.148193
	Iteration 11Q: 3 clusters Score -117365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117389.976562 Penalty: 3455.148193
	Iteration 12Q: 3 clusters Score -117390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117433.117188 Penalty: 3455.148193
	Iteration 13Q: 3 clusters Score -117433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117498.679688 Penalty: 3455.148193
	Iteration 14Q: 3 clusters Score -117498.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117609.109375 Penalty: 3455.148193
	Iteration 15Q: 3 clusters Score -117609.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -117755.914062 Penalty: 3455.148193
	Iteration 16Q: 3 clusters Score -117755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -117864.156250 Penalty: 3455.148193
	Iteration 17Q: 3 clusters Score -117864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117904.031250 Penalty: 3455.148193
	Iteration 18Q: 3 clusters Score -117904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -117912.750000 Penalty: 3455.148193
	Iteration 19Q: 3 clusters Score -117912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -117919.789062 Penalty: 3455.148193
	Iteration 20F: 3 clusters Score -117919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117931.531250 Penalty: 3455.148193
	Iteration 21Q: 3 clusters Score -117931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117948.257812 Penalty: 3455.148193
	Iteration 22Q: 3 clusters Score -117948.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117961.218750 Penalty: 3455.148193
	Iteration 23Q: 3 clusters Score -117961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117969.945312 Penalty: 3455.148193
	Iteration 24Q: 3 clusters Score -117969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117991.578125 Penalty: 3455.148193
	Iteration 25Q: 3 clusters Score -117991.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118043.875000 Penalty: 3455.148193
	Iteration 26Q: 3 clusters Score -118043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118262.742188 Penalty: 3455.148193
	Iteration 27Q: 3 clusters Score -118262.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118690.875000 Penalty: 3455.148193
	Iteration 28Q: 3 clusters Score -118690.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118899.828125 Penalty: 3455.148193
	Iteration 29Q: 3 clusters Score -118899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119004.796875 Penalty: 3455.148193
	Iteration 30Q: 3 clusters Score -119004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119025.609375 Penalty: 3455.148193
	Iteration 31Q: 3 clusters Score -119025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119027.414062 Penalty: 3455.148193
	Iteration 32Q: 3 clusters Score -119027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119027.414062 Penalty: 3455.148193
	Iteration 33F: 3 clusters Score -119027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 101949 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45405 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109036 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124904 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 522 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
Score: -62770088.000000 Penalty: 74571.539062
Splitting cluster 16 changes total score from -62769672.000000 to -62770088.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -22853.912109 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -22853.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21735.068359 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -21735.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22062.195312 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -22062.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22200.367188 Penalty: 2718.396973
	Iteration 2F: 3 clusters Score -22200.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22283.734375 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -22283.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22400.386719 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -22400.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22444.996094 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -22445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22451.679688 Penalty: 2718.396973
	Iteration 6Q: 3 clusters Score -22451.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22451.679688 Penalty: 2718.396973
	Iteration 7F: 3 clusters Score -22451.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -2142220.000000 Penalty: 2396.378418
	Iteration 0F: 2 clusters Score -2142220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2130882.750000 Penalty: 4792.756836
	Iteration 0F: 3 clusters Score -2130883 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2134528.500000 Penalty: 4792.756836
	Iteration 1F: 3 clusters Score -2134528 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2134851.750000 Penalty: 4792.756836
	Iteration 2F: 3 clusters Score -2134852 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2135102.000000 Penalty: 4792.756836
	Iteration 3Q: 3 clusters Score -2135102 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2135292.000000 Penalty: 4792.756836
	Iteration 4Q: 3 clusters Score -2135292 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2135462.000000 Penalty: 4792.756836
	Iteration 5Q: 3 clusters Score -2135462 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2135634.250000 Penalty: 4792.756836
	Iteration 6Q: 3 clusters Score -2135634 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2135856.500000 Penalty: 4792.756836
	Iteration 7Q: 3 clusters Score -2135856 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2136173.000000 Penalty: 4792.756836
	Iteration 8Q: 3 clusters Score -2136173 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2136576.000000 Penalty: 4792.756836
	Iteration 9Q: 3 clusters Score -2136576 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2137094.500000 Penalty: 4792.756836
	Iteration 10F: 3 clusters Score -2137094 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2137738.500000 Penalty: 4792.756836
	Iteration 11F: 3 clusters Score -2137738 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2138414.250000 Penalty: 4792.756836
	Iteration 12F: 3 clusters Score -2138414 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2139012.750000 Penalty: 4792.756836
	Iteration 13Q: 3 clusters Score -2139013 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2139451.500000 Penalty: 4792.756836
	Iteration 14Q: 3 clusters Score -2139452 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2139749.250000 Penalty: 4792.756836
	Iteration 15Q: 3 clusters Score -2139749 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2139934.000000 Penalty: 4792.756836
	Iteration 16Q: 3 clusters Score -2139934 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2140040.750000 Penalty: 4792.756836
	Iteration 17Q: 3 clusters Score -2140041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2140114.250000 Penalty: 4792.756836
	Iteration 18Q: 3 clusters Score -2140114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2140158.500000 Penalty: 4792.756836
	Iteration 19Q: 3 clusters Score -2140158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2140186.500000 Penalty: 4792.756836
	Iteration 20F: 3 clusters Score -2140186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2140217.000000 Penalty: 4792.756836
	Iteration 21Q: 3 clusters Score -2140217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2140239.250000 Penalty: 4792.756836
	Iteration 22Q: 3 clusters Score -2140239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2140267.500000 Penalty: 4792.756836
	Iteration 23Q: 3 clusters Score -2140268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2140287.000000 Penalty: 4792.756836
	Iteration 24Q: 3 clusters Score -2140287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2140299.750000 Penalty: 4792.756836
	Iteration 25Q: 3 clusters Score -2140300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2140314.750000 Penalty: 4792.756836
	Iteration 26Q: 3 clusters Score -2140315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2140319.750000 Penalty: 4792.756836
	Iteration 27Q: 3 clusters Score -2140320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2140320.750000 Penalty: 4792.756836
	Iteration 28Q: 3 clusters Score -2140321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2140323.250000 Penalty: 4792.756836
	Iteration 29Q: 3 clusters Score -2140323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2140322.750000 Penalty: 4792.756836
	Iteration 30Q: 3 clusters Score -2140323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2140323.000000 Penalty: 4792.756836
	Iteration 31Q: 3 clusters Score -2140323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2140323.000000 Penalty: 4792.756836
	Iteration 32F: 3 clusters Score -2140323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50126.808594 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50126.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48773.921875 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48773.92 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49244.875000 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49244.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49665.476562 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49665.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49982.960938 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -49982.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50180.605469 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -50180.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50337.425781 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -50337.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50399.300781 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -50399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50458.261719 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -50458.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50499.773438 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -50499.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50548.167969 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -50548.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50634.445312 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -50634.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50904.562500 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -50904.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51062.796875 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -51062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51085.507812 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -51085.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51110.089844 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -51110.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51137.027344 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -51137.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51146.597656 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -51146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51180.011719 Penalty: 3090.318848
	Iteration 17F: 3 clusters Score -51180.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51274.187500 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -51274.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51301.437500 Penalty: 3090.318848
	Iteration 19Q: 3 clusters Score -51301.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -51314.093750 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -51314.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -51320.210938 Penalty: 3090.318848
	Iteration 21Q: 3 clusters Score -51320.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51324.679688 Penalty: 3090.318848
	Iteration 22Q: 3 clusters Score -51324.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51324.679688 Penalty: 3090.318848
	Iteration 23F: 3 clusters Score -51324.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 101949 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45405 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109036 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 124904 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 522 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 369 members 
Entering Unmasked Estep 
Score: -62769616.000000 Penalty: 77813.773438
Splitting cluster 19 changes total score from -62769672.000000 to -62769616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (124904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124904 members 
Entering Unmasked Estep 
Score: -16778926.000000 Penalty: 2910.354736
	Iteration 0F: 2 clusters Score -1.677893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -16698105.000000 Penalty: 5820.709473
	Iteration 0F: 3 clusters Score -1.66981e+07 nChanged 59325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -16732538.000000 Penalty: 5820.709473
	Iteration 1F: 3 clusters Score -1.673254e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -16733571.000000 Penalty: 5820.709473
	Iteration 2Q: 3 clusters Score -1.673357e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -16734831.000000 Penalty: 5820.709473
	Iteration 3Q: 3 clusters Score -1.673483e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -16736778.000000 Penalty: 5820.709473
	Iteration 4Q: 3 clusters Score -1.673678e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -16739677.000000 Penalty: 5820.709473
	Iteration 5Q: 3 clusters Score -1.673968e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -16744075.000000 Penalty: 5820.709473
	Iteration 6F: 3 clusters Score -1.674408e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -16750561.000000 Penalty: 5820.709473
	Iteration 7F: 3 clusters Score -1.675056e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -16758173.000000 Penalty: 5820.709473
	Iteration 8F: 3 clusters Score -1.675817e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -16763781.000000 Penalty: 5820.709473
	Iteration 9F: 3 clusters Score -1.676378e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -16766313.000000 Penalty: 5820.709473
	Iteration 10Q: 3 clusters Score -1.676631e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -16767136.000000 Penalty: 5820.709473
	Iteration 11Q: 3 clusters Score -1.676714e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -16767665.000000 Penalty: 5820.709473
	Iteration 12Q: 3 clusters Score -1.676766e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -16767939.000000 Penalty: 5820.709473
	Iteration 13Q: 3 clusters Score -1.676794e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -16768323.000000 Penalty: 5820.709473
	Iteration 14Q: 3 clusters Score -1.676832e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -16768663.000000 Penalty: 5820.709473
	Iteration 15Q: 3 clusters Score -1.676866e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -16768799.000000 Penalty: 5820.709473
	Iteration 16Q: 3 clusters Score -1.67688e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -16769067.000000 Penalty: 5820.709473
	Iteration 17Q: 3 clusters Score -1.676907e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -16769154.000000 Penalty: 5820.709473
	Iteration 18Q: 3 clusters Score -1.676915e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -16769258.000000 Penalty: 5820.709473
	Iteration 19Q: 3 clusters Score -1.676926e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -16769414.000000 Penalty: 5820.709473
	Iteration 20F: 3 clusters Score -1.676941e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -16769466.000000 Penalty: 5820.709473
	Iteration 21Q: 3 clusters Score -1.676947e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -16769580.000000 Penalty: 5820.709473
	Iteration 22Q: 3 clusters Score -1.676958e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -16769624.000000 Penalty: 5820.709473
	Iteration 23Q: 3 clusters Score -1.676962e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -16769638.000000 Penalty: 5820.709473
	Iteration 24Q: 3 clusters Score -1.676964e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -16769669.000000 Penalty: 5820.709473
	Iteration 25Q: 3 clusters Score -1.676967e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -16769646.000000 Penalty: 5820.709473
	Iteration 26Q: 3 clusters Score -1.676965e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -16769736.000000 Penalty: 5820.709473
	Iteration 27Q: 3 clusters Score -1.676974e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -16769837.000000 Penalty: 5820.709473
	Iteration 28Q: 3 clusters Score -1.676984e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -16769931.000000 Penalty: 5820.709473
	Iteration 29Q: 3 clusters Score -1.676993e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -16769944.000000 Penalty: 5820.709473
	Iteration 30Q: 3 clusters Score -1.676994e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -16769887.000000 Penalty: 5820.709473
	Iteration 31Q: 3 clusters Score -1.676989e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -16769948.000000 Penalty: 5820.709473
	Iteration 32Q: 3 clusters Score -1.676995e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -16769914.000000 Penalty: 5820.709473
	Iteration 33Q: 3 clusters Score -1.676991e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -16769935.000000 Penalty: 5820.709473
	Iteration 34Q: 3 clusters Score -1.676994e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -16769897.000000 Penalty: 5820.709473
	Iteration 35Q: 3 clusters Score -1.67699e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -16769925.000000 Penalty: 5820.709473
	Iteration 36Q: 3 clusters Score -1.676992e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -16769947.000000 Penalty: 5820.709473
	Iteration 37Q: 3 clusters Score -1.676995e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -16769967.000000 Penalty: 5820.709473
	Iteration 38Q: 3 clusters Score -1.676997e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -16769975.000000 Penalty: 5820.709473
	Iteration 39Q: 3 clusters Score -1.676998e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -16769943.000000 Penalty: 5820.709473
	Iteration 40F: 3 clusters Score -1.676994e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -16769970.000000 Penalty: 5820.709473
	Iteration 41Q: 3 clusters Score -1.676997e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -16770010.000000 Penalty: 5820.709473
	Iteration 42Q: 3 clusters Score -1.677001e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -16770010.000000 Penalty: 5820.709473
	Iteration 43Q: 3 clusters Score -1.677001e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -16770025.000000 Penalty: 5820.709473
	Iteration 44Q: 3 clusters Score -1.677002e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -16769977.000000 Penalty: 5820.709473
	Iteration 45Q: 3 clusters Score -1.676998e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -16769983.000000 Penalty: 5820.709473
	Iteration 46Q: 3 clusters Score -1.676998e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -16769989.000000 Penalty: 5820.709473
	Iteration 47Q: 3 clusters Score -1.676999e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -16769956.000000 Penalty: 5820.709473
	Iteration 48Q: 3 clusters Score -1.676996e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -16769982.000000 Penalty: 5820.709473
	Iteration 49Q: 3 clusters Score -1.676998e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -16770014.000000 Penalty: 5820.709473
	Iteration 50Q: 3 clusters Score -1.677001e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -16769972.000000 Penalty: 5820.709473
	Iteration 51Q: 3 clusters Score -1.676997e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -16769981.000000 Penalty: 5820.709473
	Iteration 52Q: 3 clusters Score -1.676998e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -16769964.000000 Penalty: 5820.709473
	Iteration 53Q: 3 clusters Score -1.676996e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -16770027.000000 Penalty: 5820.709473
	Iteration 54Q: 3 clusters Score -1.677003e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -16769958.000000 Penalty: 5820.709473
	Iteration 55Q: 3 clusters Score -1.676996e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -16769948.000000 Penalty: 5820.709473
	Iteration 56Q: 3 clusters Score -1.676995e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -16769941.000000 Penalty: 5820.709473
	Iteration 57Q: 3 clusters Score -1.676994e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -16769924.000000 Penalty: 5820.709473
	Iteration 58Q: 3 clusters Score -1.676992e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -16769906.000000 Penalty: 5820.709473
	Iteration 59Q: 3 clusters Score -1.676991e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -16769869.000000 Penalty: 5820.709473
	Iteration 60F: 3 clusters Score -1.676987e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -16769882.000000 Penalty: 5820.709473
	Iteration 61Q: 3 clusters Score -1.676988e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -16769885.000000 Penalty: 5820.709473
	Iteration 62Q: 3 clusters Score -1.676988e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -16769861.000000 Penalty: 5820.709473
	Iteration 63Q: 3 clusters Score -1.676986e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -16769781.000000 Penalty: 5820.709473
	Iteration 64Q: 3 clusters Score -1.676978e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -16769833.000000 Penalty: 5820.709473
	Iteration 65Q: 3 clusters Score -1.676983e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -16769761.000000 Penalty: 5820.709473
	Iteration 66Q: 3 clusters Score -1.676976e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -16769794.000000 Penalty: 5820.709473
	Iteration 67Q: 3 clusters Score -1.676979e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -16769807.000000 Penalty: 5820.709473
	Iteration 68Q: 3 clusters Score -1.676981e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -16769704.000000 Penalty: 5820.709473
	Iteration 69Q: 3 clusters Score -1.67697e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -16769759.000000 Penalty: 5820.709473
	Iteration 70Q: 3 clusters Score -1.676976e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -16769684.000000 Penalty: 5820.709473
	Iteration 71Q: 3 clusters Score -1.676968e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -16769721.000000 Penalty: 5820.709473
	Iteration 72Q: 3 clusters Score -1.676972e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -16769706.000000 Penalty: 5820.709473
	Iteration 73Q: 3 clusters Score -1.676971e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -16769759.000000 Penalty: 5820.709473
	Iteration 74Q: 3 clusters Score -1.676976e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -16769693.000000 Penalty: 5820.709473
	Iteration 75Q: 3 clusters Score -1.676969e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -16769717.000000 Penalty: 5820.709473
	Iteration 76Q: 3 clusters Score -1.676972e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -16769704.000000 Penalty: 5820.709473
	Iteration 77Q: 3 clusters Score -1.67697e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -16769726.000000 Penalty: 5820.709473
	Iteration 78Q: 3 clusters Score -1.676973e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -16769702.000000 Penalty: 5820.709473
	Iteration 79Q: 3 clusters Score -1.67697e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -16769641.000000 Penalty: 5820.709473
	Iteration 80F: 3 clusters Score -1.676964e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -16769663.000000 Penalty: 5820.709473
	Iteration 81Q: 3 clusters Score -1.676966e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -16769665.000000 Penalty: 5820.709473
	Iteration 82Q: 3 clusters Score -1.676966e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -16769696.000000 Penalty: 5820.709473
	Iteration 83Q: 3 clusters Score -1.67697e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -16769752.000000 Penalty: 5820.709473
	Iteration 84Q: 3 clusters Score -1.676975e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -16769781.000000 Penalty: 5820.709473
	Iteration 85Q: 3 clusters Score -1.676978e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -16769897.000000 Penalty: 5820.709473
	Iteration 86Q: 3 clusters Score -1.67699e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -16769848.000000 Penalty: 5820.709473
	Iteration 87Q: 3 clusters Score -1.676985e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -16769879.000000 Penalty: 5820.709473
	Iteration 88Q: 3 clusters Score -1.676988e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -16769978.000000 Penalty: 5820.709473
	Iteration 89Q: 3 clusters Score -1.676998e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -16770065.000000 Penalty: 5820.709473
	Iteration 90Q: 3 clusters Score -1.677006e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -16770159.000000 Penalty: 5820.709473
	Iteration 91Q: 3 clusters Score -1.677016e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -16770265.000000 Penalty: 5820.709473
	Iteration 92Q: 3 clusters Score -1.677026e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -16770434.000000 Penalty: 5820.709473
	Iteration 93Q: 3 clusters Score -1.677043e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -16770605.000000 Penalty: 5820.709473
	Iteration 94Q: 3 clusters Score -1.67706e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -16770817.000000 Penalty: 5820.709473
	Iteration 95Q: 3 clusters Score -1.677082e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -16771176.000000 Penalty: 5820.709473
	Iteration 96Q: 3 clusters Score -1.677118e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -16771747.000000 Penalty: 5820.709473
	Iteration 97Q: 3 clusters Score -1.677175e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -16772134.000000 Penalty: 5820.709473
	Iteration 98Q: 3 clusters Score -1.677213e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -16772469.000000 Penalty: 5820.709473
	Iteration 99Q: 3 clusters Score -1.677247e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -16772774.000000 Penalty: 5820.709473
	Iteration 100F: 3 clusters Score -1.677277e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -16773000.000000 Penalty: 5820.709473
	Iteration 101Q: 3 clusters Score -1.6773e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -16773233.000000 Penalty: 5820.709473
	Iteration 102Q: 3 clusters Score -1.677323e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -16773408.000000 Penalty: 5820.709473
	Iteration 103Q: 3 clusters Score -1.677341e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -16773605.000000 Penalty: 5820.709473
	Iteration 104Q: 3 clusters Score -1.67736e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -16773742.000000 Penalty: 5820.709473
	Iteration 105Q: 3 clusters Score -1.677374e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -16773947.000000 Penalty: 5820.709473
	Iteration 106Q: 3 clusters Score -1.677395e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109321 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -16774029.000000 Penalty: 5820.709473
	Iteration 107Q: 3 clusters Score -1.677403e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -16774128.000000 Penalty: 5820.709473
	Iteration 108Q: 3 clusters Score -1.677413e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -16774210.000000 Penalty: 5820.709473
	Iteration 109Q: 3 clusters Score -1.677421e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -16774312.000000 Penalty: 5820.709473
	Iteration 110Q: 3 clusters Score -1.677431e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -16774460.000000 Penalty: 5820.709473
	Iteration 111Q: 3 clusters Score -1.677446e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112534 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -16774517.000000 Penalty: 5820.709473
	Iteration 112Q: 3 clusters Score -1.677452e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113124 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -16774565.000000 Penalty: 5820.709473
	Iteration 113Q: 3 clusters Score -1.677456e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -16774659.000000 Penalty: 5820.709473
	Iteration 114Q: 3 clusters Score -1.677466e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -16774756.000000 Penalty: 5820.709473
	Iteration 115Q: 3 clusters Score -1.677476e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114797 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -16774834.000000 Penalty: 5820.709473
	Iteration 116Q: 3 clusters Score -1.677483e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -16774914.000000 Penalty: 5820.709473
	Iteration 117Q: 3 clusters Score -1.677491e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115820 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -16774942.000000 Penalty: 5820.709473
	Iteration 118Q: 3 clusters Score -1.677494e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -16775098.000000 Penalty: 5820.709473
	Iteration 119Q: 3 clusters Score -1.67751e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -16775176.000000 Penalty: 5820.709473
	Iteration 120F: 3 clusters Score -1.677518e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -16775281.000000 Penalty: 5820.709473
	Iteration 121Q: 3 clusters Score -1.677528e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -16775341.000000 Penalty: 5820.709473
	Iteration 122Q: 3 clusters Score -1.677534e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -16775449.000000 Penalty: 5820.709473
	Iteration 123Q: 3 clusters Score -1.677545e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -16775545.000000 Penalty: 5820.709473
	Iteration 124Q: 3 clusters Score -1.677554e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -16775649.000000 Penalty: 5820.709473
	Iteration 125Q: 3 clusters Score -1.677565e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -16775704.000000 Penalty: 5820.709473
	Iteration 126Q: 3 clusters Score -1.67757e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -16775798.000000 Penalty: 5820.709473
	Iteration 127Q: 3 clusters Score -1.67758e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -16775841.000000 Penalty: 5820.709473
	Iteration 128Q: 3 clusters Score -1.677584e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120340 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -16775910.000000 Penalty: 5820.709473
	Iteration 129Q: 3 clusters Score -1.677591e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -16775974.000000 Penalty: 5820.709473
	Iteration 130Q: 3 clusters Score -1.677597e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -16776001.000000 Penalty: 5820.709473
	Iteration 131Q: 3 clusters Score -1.6776e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -16775996.000000 Penalty: 5820.709473
	Iteration 132Q: 3 clusters Score -1.6776e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121349 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -16776041.000000 Penalty: 5820.709473
	Iteration 133Q: 3 clusters Score -1.677604e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121572 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -16776055.000000 Penalty: 5820.709473
	Iteration 134Q: 3 clusters Score -1.677606e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -16776140.000000 Penalty: 5820.709473
	Iteration 135Q: 3 clusters Score -1.677614e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121955 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -16776189.000000 Penalty: 5820.709473
	Iteration 136Q: 3 clusters Score -1.677619e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -16776239.000000 Penalty: 5820.709473
	Iteration 137Q: 3 clusters Score -1.677624e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122278 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -16776260.000000 Penalty: 5820.709473
	Iteration 138Q: 3 clusters Score -1.677626e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122421 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -16776324.000000 Penalty: 5820.709473
	Iteration 139Q: 3 clusters Score -1.677632e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -16776370.000000 Penalty: 5820.709473
	Iteration 140F: 3 clusters Score -1.677637e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16776367.000000 Penalty: 5820.709473
	Iteration 141Q: 3 clusters Score -1.677637e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16776429.000000 Penalty: 5820.709473
	Iteration 142Q: 3 clusters Score -1.677643e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -16776434.000000 Penalty: 5820.709473
	Iteration 143Q: 3 clusters Score -1.677643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -16776449.000000 Penalty: 5820.709473
	Iteration 144Q: 3 clusters Score -1.677645e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16776437.000000 Penalty: 5820.709473
	Iteration 145Q: 3 clusters Score -1.677644e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -16776453.000000 Penalty: 5820.709473
	Iteration 146Q: 3 clusters Score -1.677645e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123073 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -16776440.000000 Penalty: 5820.709473
	Iteration 147Q: 3 clusters Score -1.677644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16776457.000000 Penalty: 5820.709473
	Iteration 148Q: 3 clusters Score -1.677646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123150 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -16776459.000000 Penalty: 5820.709473
	Iteration 149Q: 3 clusters Score -1.677646e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123200 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16776434.000000 Penalty: 5820.709473
	Iteration 150Q: 3 clusters Score -1.677643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16776468.000000 Penalty: 5820.709473
	Iteration 151Q: 3 clusters Score -1.677647e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123284 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -16776452.000000 Penalty: 5820.709473
	Iteration 152Q: 3 clusters Score -1.677645e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16776462.000000 Penalty: 5820.709473
	Iteration 153Q: 3 clusters Score -1.677646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123358 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16776489.000000 Penalty: 5820.709473
	Iteration 154Q: 3 clusters Score -1.677649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -16776511.000000 Penalty: 5820.709473
	Iteration 155Q: 3 clusters Score -1.677651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -16776513.000000 Penalty: 5820.709473
	Iteration 156Q: 3 clusters Score -1.677651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -16776541.000000 Penalty: 5820.709473
	Iteration 157Q: 3 clusters Score -1.677654e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123485 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16776555.000000 Penalty: 5820.709473
	Iteration 158Q: 3 clusters Score -1.677656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123518 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16776576.000000 Penalty: 5820.709473
	Iteration 159Q: 3 clusters Score -1.677658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123549 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -16776565.000000 Penalty: 5820.709473
	Iteration 160F: 3 clusters Score -1.677656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123574 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16776578.000000 Penalty: 5820.709473
	Iteration 161Q: 3 clusters Score -1.677658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123599 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16776576.000000 Penalty: 5820.709473
	Iteration 162Q: 3 clusters Score -1.677658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123625 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16776571.000000 Penalty: 5820.709473
	Iteration 163Q: 3 clusters Score -1.677657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -16776586.000000 Penalty: 5820.709473
	Iteration 164Q: 3 clusters Score -1.677659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -16776609.000000 Penalty: 5820.709473
	Iteration 165Q: 3 clusters Score -1.677661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123664 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16776604.000000 Penalty: 5820.709473
	Iteration 166Q: 3 clusters Score -1.67766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -16776613.000000 Penalty: 5820.709473
	Iteration 167Q: 3 clusters Score -1.677661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123684 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16776603.000000 Penalty: 5820.709473
	Iteration 168Q: 3 clusters Score -1.67766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -16776609.000000 Penalty: 5820.709473
	Iteration 169Q: 3 clusters Score -1.677661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16776627.000000 Penalty: 5820.709473
	Iteration 170Q: 3 clusters Score -1.677663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -16776622.000000 Penalty: 5820.709473
	Iteration 171Q: 3 clusters Score -1.677662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123696 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16776622.000000 Penalty: 5820.709473
	Iteration 172Q: 3 clusters Score -1.677662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -16776625.000000 Penalty: 5820.709473
	Iteration 173Q: 3 clusters Score -1.677662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16776622.000000 Penalty: 5820.709473
	Iteration 174Q: 3 clusters Score -1.677662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16776625.000000 Penalty: 5820.709473
	Iteration 175Q: 3 clusters Score -1.677662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123713 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16776619.000000 Penalty: 5820.709473
	Iteration 176Q: 3 clusters Score -1.677662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123717 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -16776618.000000 Penalty: 5820.709473
	Iteration 177Q: 3 clusters Score -1.677662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16776623.000000 Penalty: 5820.709473
	Iteration 178Q: 3 clusters Score -1.677662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16776616.000000 Penalty: 5820.709473
	Iteration 179Q: 3 clusters Score -1.677662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -16776609.000000 Penalty: 5820.709473
	Iteration 180F: 3 clusters Score -1.677661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16776602.000000 Penalty: 5820.709473
	Iteration 181Q: 3 clusters Score -1.67766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16776611.000000 Penalty: 5820.709473
	Iteration 182Q: 3 clusters Score -1.677661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123750 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16776607.000000 Penalty: 5820.709473
	Iteration 183Q: 3 clusters Score -1.677661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16776607.000000 Penalty: 5820.709473
	Iteration 184Q: 3 clusters Score -1.677661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123768 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16776611.000000 Penalty: 5820.709473
	Iteration 185Q: 3 clusters Score -1.677661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16776596.000000 Penalty: 5820.709473
	Iteration 186Q: 3 clusters Score -1.67766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16776604.000000 Penalty: 5820.709473
	Iteration 187Q: 3 clusters Score -1.67766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123784 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16776602.000000 Penalty: 5820.709473
	Iteration 188Q: 3 clusters Score -1.67766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -16776611.000000 Penalty: 5820.709473
	Iteration 189Q: 3 clusters Score -1.677661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16776612.000000 Penalty: 5820.709473
	Iteration 190Q: 3 clusters Score -1.677661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123796 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16776600.000000 Penalty: 5820.709473
	Iteration 191Q: 3 clusters Score -1.67766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123799 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16776600.000000 Penalty: 5820.709473
	Iteration 192Q: 3 clusters Score -1.67766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16776607.000000 Penalty: 5820.709473
	Iteration 193Q: 3 clusters Score -1.677661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16776612.000000 Penalty: 5820.709473
	Iteration 194Q: 3 clusters Score -1.677661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16776608.000000 Penalty: 5820.709473
	Iteration 195Q: 3 clusters Score -1.677661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123806 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16776615.000000 Penalty: 5820.709473
	Iteration 196Q: 3 clusters Score -1.677662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16776616.000000 Penalty: 5820.709473
	Iteration 197Q: 3 clusters Score -1.677662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123815 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16776632.000000 Penalty: 5820.709473
	Iteration 198Q: 3 clusters Score -1.677663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123820 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16776624.000000 Penalty: 5820.709473
	Iteration 199Q: 3 clusters Score -1.677662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16776642.000000 Penalty: 5820.709473
	Iteration 200F: 3 clusters Score -1.677664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16776645.000000 Penalty: 5820.709473
	Iteration 201Q: 3 clusters Score -1.677664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16776649.000000 Penalty: 5820.709473
	Iteration 202Q: 3 clusters Score -1.677665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16776641.000000 Penalty: 5820.709473
	Iteration 203Q: 3 clusters Score -1.677664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16776641.000000 Penalty: 5820.709473
	Iteration 204F: 3 clusters Score -1.677664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -360218.218750 Penalty: 1973.293091
	Iteration 0F: 2 clusters Score -360218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -357112.093750 Penalty: 3946.586182
	Iteration 0F: 3 clusters Score -357112.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -357738.031250 Penalty: 3946.586182
	Iteration 1F: 3 clusters Score -357738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -357881.250000 Penalty: 3946.586182
	Iteration 2F: 3 clusters Score -357881.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -357997.375000 Penalty: 3946.586182
	Iteration 3Q: 3 clusters Score -357997.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -358121.781250 Penalty: 3946.586182
	Iteration 4Q: 3 clusters Score -358121.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -358251.625000 Penalty: 3946.586182
	Iteration 5Q: 3 clusters Score -358251.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -358373.937500 Penalty: 3946.586182
	Iteration 6Q: 3 clusters Score -358373.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -358470.281250 Penalty: 3946.586182
	Iteration 7Q: 3 clusters Score -358470.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -358543.062500 Penalty: 3946.586182
	Iteration 8Q: 3 clusters Score -358543.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -358624.593750 Penalty: 3946.586182
	Iteration 9Q: 3 clusters Score -358624.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -358722.937500 Penalty: 3946.586182
	Iteration 10Q: 3 clusters Score -358722.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358823.312500 Penalty: 3946.586182
	Iteration 11Q: 3 clusters Score -358823.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -358919.343750 Penalty: 3946.586182
	Iteration 12Q: 3 clusters Score -358919.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -358999.343750 Penalty: 3946.586182
	Iteration 13Q: 3 clusters Score -358999.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -359060.031250 Penalty: 3946.586182
	Iteration 14Q: 3 clusters Score -359060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -359118.875000 Penalty: 3946.586182
	Iteration 15Q: 3 clusters Score -359118.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359152.281250 Penalty: 3946.586182
	Iteration 16Q: 3 clusters Score -359152.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -359188.468750 Penalty: 3946.586182
	Iteration 17Q: 3 clusters Score -359188.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -359226.593750 Penalty: 3946.586182
	Iteration 18Q: 3 clusters Score -359226.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -359249.656250 Penalty: 3946.586182
	Iteration 19Q: 3 clusters Score -359249.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -359284.593750 Penalty: 3946.586182
	Iteration 20F: 3 clusters Score -359284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -359316.156250 Penalty: 3946.586182
	Iteration 21Q: 3 clusters Score -359316.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -359342.687500 Penalty: 3946.586182
	Iteration 22Q: 3 clusters Score -359342.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -359366.062500 Penalty: 3946.586182
	Iteration 23Q: 3 clusters Score -359366.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -359383.031250 Penalty: 3946.586182
	Iteration 24Q: 3 clusters Score -359383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -359391.250000 Penalty: 3946.586182
	Iteration 25Q: 3 clusters Score -359391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -359397.656250 Penalty: 3946.586182
	Iteration 26Q: 3 clusters Score -359397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -359405.125000 Penalty: 3946.586182
	Iteration 27Q: 3 clusters Score -359405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -359413.500000 Penalty: 3946.586182
	Iteration 28Q: 3 clusters Score -359413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -359419.437500 Penalty: 3946.586182
	Iteration 29Q: 3 clusters Score -359419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -359432.031250 Penalty: 3946.586182
	Iteration 30Q: 3 clusters Score -359432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -359439.031250 Penalty: 3946.586182
	Iteration 31Q: 3 clusters Score -359439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -359444.281250 Penalty: 3946.586182
	Iteration 32Q: 3 clusters Score -359444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -359447.812500 Penalty: 3946.586182
	Iteration 33Q: 3 clusters Score -359447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -359449.031250 Penalty: 3946.586182
	Iteration 34Q: 3 clusters Score -359449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -359451.187500 Penalty: 3946.586182
	Iteration 35Q: 3 clusters Score -359451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -359453.187500 Penalty: 3946.586182
	Iteration 36Q: 3 clusters Score -359453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -359455.093750 Penalty: 3946.586182
	Iteration 37Q: 3 clusters Score -359455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -359457.281250 Penalty: 3946.586182
	Iteration 38Q: 3 clusters Score -359457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -359457.281250 Penalty: 3946.586182
	Iteration 39F: 3 clusters Score -359457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -574806.375000 Penalty: 2071.433594
	Iteration 0F: 2 clusters Score -574806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -570786.000000 Penalty: 4142.867188
	Iteration 0F: 3 clusters Score -570786 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -571662.937500 Penalty: 4142.867188
	Iteration 1F: 3 clusters Score -571662.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -571817.937500 Penalty: 4142.867188
	Iteration 2F: 3 clusters Score -571817.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -571925.562500 Penalty: 4142.867188
	Iteration 3Q: 3 clusters Score -571925.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -572014.312500 Penalty: 4142.867188
	Iteration 4Q: 3 clusters Score -572014.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -572092.312500 Penalty: 4142.867188
	Iteration 5Q: 3 clusters Score -572092.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -572167.187500 Penalty: 4142.867188
	Iteration 6Q: 3 clusters Score -572167.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -572238.250000 Penalty: 4142.867188
	Iteration 7Q: 3 clusters Score -572238.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -572332.187500 Penalty: 4142.867188
	Iteration 8Q: 3 clusters Score -572332.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -572470.125000 Penalty: 4142.867188
	Iteration 9Q: 3 clusters Score -572470.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -572629.000000 Penalty: 4142.867188
	Iteration 10Q: 3 clusters Score -572629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -572773.687500 Penalty: 4142.867188
	Iteration 11Q: 3 clusters Score -572773.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -572897.375000 Penalty: 4142.867188
	Iteration 12Q: 3 clusters Score -572897.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -572991.125000 Penalty: 4142.867188
	Iteration 13Q: 3 clusters Score -572991.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -573066.687500 Penalty: 4142.867188
	Iteration 14Q: 3 clusters Score -573066.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -573128.250000 Penalty: 4142.867188
	Iteration 15Q: 3 clusters Score -573128.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -573179.875000 Penalty: 4142.867188
	Iteration 16Q: 3 clusters Score -573179.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -573222.437500 Penalty: 4142.867188
	Iteration 17Q: 3 clusters Score -573222.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -573264.625000 Penalty: 4142.867188
	Iteration 18Q: 3 clusters Score -573264.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -573293.125000 Penalty: 4142.867188
	Iteration 19Q: 3 clusters Score -573293.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -573314.000000 Penalty: 4142.867188
	Iteration 20F: 3 clusters Score -573314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -573334.000000 Penalty: 4142.867188
	Iteration 21Q: 3 clusters Score -573334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -573344.750000 Penalty: 4142.867188
	Iteration 22Q: 3 clusters Score -573344.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -573355.687500 Penalty: 4142.867188
	Iteration 23Q: 3 clusters Score -573355.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -573366.875000 Penalty: 4142.867188
	Iteration 24Q: 3 clusters Score -573366.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -573374.062500 Penalty: 4142.867188
	Iteration 25Q: 3 clusters Score -573374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -573378.437500 Penalty: 4142.867188
	Iteration 26Q: 3 clusters Score -573378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -573380.312500 Penalty: 4142.867188
	Iteration 27Q: 3 clusters Score -573380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -573383.750000 Penalty: 4142.867188
	Iteration 28Q: 3 clusters Score -573383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -573388.625000 Penalty: 4142.867188
	Iteration 29Q: 3 clusters Score -573388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -573391.000000 Penalty: 4142.867188
	Iteration 30Q: 3 clusters Score -573391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -573392.625000 Penalty: 4142.867188
	Iteration 31Q: 3 clusters Score -573392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -573392.250000 Penalty: 4142.867188
	Iteration 32Q: 3 clusters Score -573392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -573393.125000 Penalty: 4142.867188
	Iteration 33Q: 3 clusters Score -573393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -573395.750000 Penalty: 4142.867188
	Iteration 34Q: 3 clusters Score -573395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -573399.562500 Penalty: 4142.867188
	Iteration 35Q: 3 clusters Score -573399.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -573404.187500 Penalty: 4142.867188
	Iteration 36Q: 3 clusters Score -573404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -573406.062500 Penalty: 4142.867188
	Iteration 37Q: 3 clusters Score -573406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -573406.125000 Penalty: 4142.867188
	Iteration 38Q: 3 clusters Score -573406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -573406.125000 Penalty: 4142.867188
	Iteration 39F: 3 clusters Score -573406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 101949 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45405 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109036 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 124904 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770204.000000 Penalty: 74571.539062
Iteration 199Q: 24 clusters Score -6.27702e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27478 members 
Mstep: Class 3 contains 101963 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109031 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 562 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 124898 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770312.000000 Penalty: 74571.539062
Iteration 200F: 24 clusters Score -6.277031e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27474 members 
Mstep: Class 3 contains 101976 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109037 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 15725 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 124883 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770428.000000 Penalty: 74571.539062
Iteration 201Q: 24 clusters Score -6.277043e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27472 members 
Mstep: Class 3 contains 101978 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45399 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109033 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 15731 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770496.000000 Penalty: 74571.539062
Iteration 202Q: 24 clusters Score -6.27705e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27468 members 
Mstep: Class 3 contains 101978 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109036 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 124889 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770512.000000 Penalty: 74571.539062
Iteration 203Q: 24 clusters Score -6.277051e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27462 members 
Mstep: Class 3 contains 101979 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109028 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 600 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15734 members 
Mstep: Class 19 contains 452 members 
Mstep: Class 20 contains 124904 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770592.000000 Penalty: 74571.539062
Iteration 204Q: 24 clusters Score -6.277059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27459 members 
Mstep: Class 3 contains 101979 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45398 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109020 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15737 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124911 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770548.000000 Penalty: 74571.539062
Iteration 205Q: 24 clusters Score -6.277055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27458 members 
Mstep: Class 3 contains 101976 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45398 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109023 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15739 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124910 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770600.000000 Penalty: 74571.539062
Iteration 206Q: 24 clusters Score -6.27706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27457 members 
Mstep: Class 3 contains 101977 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45399 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109027 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15741 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124903 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770564.000000 Penalty: 74571.539062
Iteration 207Q: 24 clusters Score -6.277056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27457 members 
Mstep: Class 3 contains 101972 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109032 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15742 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124900 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770564.000000 Penalty: 74571.539062
Iteration 208Q: 24 clusters Score -6.277056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27457 members 
Mstep: Class 3 contains 101968 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109032 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15746 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124899 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770588.000000 Penalty: 74571.539062
Iteration 209Q: 24 clusters Score -6.277059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27457 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109032 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15747 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124898 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770584.000000 Penalty: 74571.539062
Iteration 210Q: 24 clusters Score -6.277058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27457 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109032 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15747 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124897 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770600.000000 Penalty: 74571.539062
Iteration 211Q: 24 clusters Score -6.27706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27456 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109034 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15750 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124894 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770632.000000 Penalty: 74571.539062
Iteration 212Q: 24 clusters Score -6.277063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101966 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109036 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15756 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124891 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770692.000000 Penalty: 74571.539062
Iteration 213Q: 24 clusters Score -6.277069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101960 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109040 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15761 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124888 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770688.000000 Penalty: 74571.539062
Iteration 214Q: 24 clusters Score -6.277069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101956 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109042 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15764 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770688.000000 Penalty: 74571.539062
Iteration 215Q: 24 clusters Score -6.277069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101954 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109042 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15767 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770656.000000 Penalty: 74571.539062
Iteration 216Q: 24 clusters Score -6.277066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101951 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15769 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770620.000000 Penalty: 74571.539062
Iteration 217Q: 24 clusters Score -6.277062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101951 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124886 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770640.000000 Penalty: 74571.539062
Iteration 218Q: 24 clusters Score -6.277064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101950 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109044 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15772 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124884 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770640.000000 Penalty: 74571.539062
Iteration 219Q: 24 clusters Score -6.277064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101948 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109044 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15775 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 124883 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770684.000000 Penalty: 74571.539062
Iteration 220F: 24 clusters Score -6.277068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101946 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109046 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 124883 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770716.000000 Penalty: 74571.539062
Iteration 221Q: 24 clusters Score -6.277072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109044 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 124886 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770756.000000 Penalty: 74571.539062
Iteration 222Q: 24 clusters Score -6.277076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 432 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770752.000000 Penalty: 74571.539062
Iteration 223Q: 24 clusters Score -6.277075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770768.000000 Penalty: 74571.539062
Iteration 224Q: 24 clusters Score -6.277077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770768.000000 Penalty: 74571.539062
Iteration 225Q: 24 clusters Score -6.277077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770768.000000 Penalty: 74571.539062
Iteration 226Q: 24 clusters Score -6.277077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770784.000000 Penalty: 74571.539062
Iteration 227F: 24 clusters Score -6.277078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770768.000000 Penalty: 74571.539062
Iteration 228Q: 24 clusters Score -6.277077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770800.000000 Penalty: 74571.539062
Iteration 229Q: 24 clusters Score -6.27708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770792.000000 Penalty: 74571.539062
Iteration 230Q: 24 clusters Score -6.277079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770792.000000 Penalty: 74571.539062
Iteration 231F: 24 clusters Score -6.277079e+07 nChanged 0
Entering ConstructFrom: 
Score: -62770792.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19549.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19549.37 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 91 members 
Entering Unmasked Estep 
Score: -18544.099609 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18608.023438 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18608.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18617.960938 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18617.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18617.960938 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18617.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Entering Unmasked Estep 
Score: -3755889.000000 Penalty: 2534.635254
	Iteration 0F: 2 clusters Score -3755889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3736931.500000 Penalty: 5069.270508
	Iteration 0F: 3 clusters Score -3736932 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3743775.750000 Penalty: 5069.270508
	Iteration 1F: 3 clusters Score -3743776 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3744181.000000 Penalty: 5069.270508
	Iteration 2Q: 3 clusters Score -3744181 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3744480.250000 Penalty: 5069.270508
	Iteration 3Q: 3 clusters Score -3744480 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3744733.000000 Penalty: 5069.270508
	Iteration 4Q: 3 clusters Score -3744733 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3744975.750000 Penalty: 5069.270508
	Iteration 5Q: 3 clusters Score -3744976 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3745173.500000 Penalty: 5069.270508
	Iteration 6Q: 3 clusters Score -3745174 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3745386.500000 Penalty: 5069.270508
	Iteration 7Q: 3 clusters Score -3745386 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3745660.000000 Penalty: 5069.270508
	Iteration 8Q: 3 clusters Score -3745660 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3746027.000000 Penalty: 5069.270508
	Iteration 9Q: 3 clusters Score -3746027 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3746476.750000 Penalty: 5069.270508
	Iteration 10Q: 3 clusters Score -3746477 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3747109.000000 Penalty: 5069.270508
	Iteration 11Q: 3 clusters Score -3747109 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3747858.000000 Penalty: 5069.270508
	Iteration 12Q: 3 clusters Score -3747858 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3748854.750000 Penalty: 5069.270508
	Iteration 13Q: 3 clusters Score -3748855 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3749931.000000 Penalty: 5069.270508
	Iteration 14Q: 3 clusters Score -3749931 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3750892.250000 Penalty: 5069.270508
	Iteration 15Q: 3 clusters Score -3750892 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3751668.500000 Penalty: 5069.270508
	Iteration 16Q: 3 clusters Score -3751668 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3752241.250000 Penalty: 5069.270508
	Iteration 17Q: 3 clusters Score -3752241 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3752684.000000 Penalty: 5069.270508
	Iteration 18Q: 3 clusters Score -3752684 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3752959.500000 Penalty: 5069.270508
	Iteration 19Q: 3 clusters Score -3752960 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3753140.750000 Penalty: 5069.270508
	Iteration 20F: 3 clusters Score -3753141 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3753299.000000 Penalty: 5069.270508
	Iteration 21Q: 3 clusters Score -3753299 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3753384.000000 Penalty: 5069.270508
	Iteration 22Q: 3 clusters Score -3753384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3753447.500000 Penalty: 5069.270508
	Iteration 23Q: 3 clusters Score -3753448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3753498.750000 Penalty: 5069.270508
	Iteration 24Q: 3 clusters Score -3753499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3753543.250000 Penalty: 5069.270508
	Iteration 25Q: 3 clusters Score -3753543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3753582.750000 Penalty: 5069.270508
	Iteration 26Q: 3 clusters Score -3753583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3753587.750000 Penalty: 5069.270508
	Iteration 27Q: 3 clusters Score -3753588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3753603.750000 Penalty: 5069.270508
	Iteration 28Q: 3 clusters Score -3753604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3753607.500000 Penalty: 5069.270508
	Iteration 29Q: 3 clusters Score -3753608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3753609.250000 Penalty: 5069.270508
	Iteration 30Q: 3 clusters Score -3753609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3753619.250000 Penalty: 5069.270508
	Iteration 31Q: 3 clusters Score -3753619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3753626.750000 Penalty: 5069.270508
	Iteration 32Q: 3 clusters Score -3753627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3753637.750000 Penalty: 5069.270508
	Iteration 33Q: 3 clusters Score -3753638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3753654.500000 Penalty: 5069.270508
	Iteration 34Q: 3 clusters Score -3753654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3753668.750000 Penalty: 5069.270508
	Iteration 35Q: 3 clusters Score -3753669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3753668.500000 Penalty: 5069.270508
	Iteration 36Q: 3 clusters Score -3753668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3753674.750000 Penalty: 5069.270508
	Iteration 37Q: 3 clusters Score -3753675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3753682.500000 Penalty: 5069.270508
	Iteration 38Q: 3 clusters Score -3753682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3753688.250000 Penalty: 5069.270508
	Iteration 39Q: 3 clusters Score -3753688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3753688.000000 Penalty: 5069.270508
	Iteration 40F: 3 clusters Score -3753688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3753691.250000 Penalty: 5069.270508
	Iteration 41Q: 3 clusters Score -3753691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3753693.500000 Penalty: 5069.270508
	Iteration 42Q: 3 clusters Score -3753694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3753699.500000 Penalty: 5069.270508
	Iteration 43Q: 3 clusters Score -3753700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3753707.250000 Penalty: 5069.270508
	Iteration 44Q: 3 clusters Score -3753707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3753709.250000 Penalty: 5069.270508
	Iteration 45Q: 3 clusters Score -3753709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3753716.000000 Penalty: 5069.270508
	Iteration 46Q: 3 clusters Score -3753716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3753725.500000 Penalty: 5069.270508
	Iteration 47Q: 3 clusters Score -3753726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3753733.250000 Penalty: 5069.270508
	Iteration 48Q: 3 clusters Score -3753733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3753734.750000 Penalty: 5069.270508
	Iteration 49Q: 3 clusters Score -3753735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3753743.750000 Penalty: 5069.270508
	Iteration 50Q: 3 clusters Score -3753744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3753743.250000 Penalty: 5069.270508
	Iteration 51Q: 3 clusters Score -3753743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3753742.750000 Penalty: 5069.270508
	Iteration 52Q: 3 clusters Score -3753743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3753741.250000 Penalty: 5069.270508
	Iteration 53Q: 3 clusters Score -3753741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3753743.000000 Penalty: 5069.270508
	Iteration 54Q: 3 clusters Score -3753743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3753743.000000 Penalty: 5069.270508
	Iteration 55F: 3 clusters Score -3753743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Entering Unmasked Estep 
Score: -13660231.000000 Penalty: 2859.982666
	Iteration 0F: 2 clusters Score -1.366023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -13592226.000000 Penalty: 5719.965332
	Iteration 0F: 3 clusters Score -1.359223e+07 nChanged 48269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -13619970.000000 Penalty: 5719.965332
	Iteration 1F: 3 clusters Score -1.361997e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -13620965.000000 Penalty: 5719.965332
	Iteration 2Q: 3 clusters Score -1.362096e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -13622059.000000 Penalty: 5719.965332
	Iteration 3Q: 3 clusters Score -1.362206e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -13623542.000000 Penalty: 5719.965332
	Iteration 4Q: 3 clusters Score -1.362354e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -13625488.000000 Penalty: 5719.965332
	Iteration 5Q: 3 clusters Score -1.362549e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -13628277.000000 Penalty: 5719.965332
	Iteration 6F: 3 clusters Score -1.362828e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -13632196.000000 Penalty: 5719.965332
	Iteration 7F: 3 clusters Score -1.36322e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -13637185.000000 Penalty: 5719.965332
	Iteration 8F: 3 clusters Score -1.363718e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -13642368.000000 Penalty: 5719.965332
	Iteration 9F: 3 clusters Score -1.364237e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -13646606.000000 Penalty: 5719.965332
	Iteration 10Q: 3 clusters Score -1.364661e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -13649455.000000 Penalty: 5719.965332
	Iteration 11Q: 3 clusters Score -1.364946e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -13651237.000000 Penalty: 5719.965332
	Iteration 12Q: 3 clusters Score -1.365124e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -13652508.000000 Penalty: 5719.965332
	Iteration 13Q: 3 clusters Score -1.365251e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -13653532.000000 Penalty: 5719.965332
	Iteration 14Q: 3 clusters Score -1.365353e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -13654366.000000 Penalty: 5719.965332
	Iteration 15Q: 3 clusters Score -1.365437e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -13655087.000000 Penalty: 5719.965332
	Iteration 16Q: 3 clusters Score -1.365509e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -13655737.000000 Penalty: 5719.965332
	Iteration 17Q: 3 clusters Score -1.365574e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -13656241.000000 Penalty: 5719.965332
	Iteration 18Q: 3 clusters Score -1.365624e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -13656654.000000 Penalty: 5719.965332
	Iteration 19Q: 3 clusters Score -1.365665e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -13656979.000000 Penalty: 5719.965332
	Iteration 20F: 3 clusters Score -1.365698e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -13657187.000000 Penalty: 5719.965332
	Iteration 21Q: 3 clusters Score -1.365719e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -13657329.000000 Penalty: 5719.965332
	Iteration 22Q: 3 clusters Score -1.365733e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -13657472.000000 Penalty: 5719.965332
	Iteration 23Q: 3 clusters Score -1.365747e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -13657609.000000 Penalty: 5719.965332
	Iteration 24Q: 3 clusters Score -1.365761e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 100704 members 
Entering Unmasked Estep 
Score: -13657664.000000 Penalty: 5719.965332
	Iteration 25Q: 3 clusters Score -1.365766e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -13657723.000000 Penalty: 5719.965332
	Iteration 26Q: 3 clusters Score -1.365772e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -13657774.000000 Penalty: 5719.965332
	Iteration 27Q: 3 clusters Score -1.365777e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -13657780.000000 Penalty: 5719.965332
	Iteration 28Q: 3 clusters Score -1.365778e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -13657830.000000 Penalty: 5719.965332
	Iteration 29Q: 3 clusters Score -1.365783e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -13657847.000000 Penalty: 5719.965332
	Iteration 30Q: 3 clusters Score -1.365785e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -13657877.000000 Penalty: 5719.965332
	Iteration 31Q: 3 clusters Score -1.365788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -13657908.000000 Penalty: 5719.965332
	Iteration 32Q: 3 clusters Score -1.365791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -13657928.000000 Penalty: 5719.965332
	Iteration 33Q: 3 clusters Score -1.365793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -13657950.000000 Penalty: 5719.965332
	Iteration 34Q: 3 clusters Score -1.365795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -13657956.000000 Penalty: 5719.965332
	Iteration 35Q: 3 clusters Score -1.365796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -13657958.000000 Penalty: 5719.965332
	Iteration 36Q: 3 clusters Score -1.365796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -13657963.000000 Penalty: 5719.965332
	Iteration 37Q: 3 clusters Score -1.365796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -13657961.000000 Penalty: 5719.965332
	Iteration 38Q: 3 clusters Score -1.365796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -13657963.000000 Penalty: 5719.965332
	Iteration 39Q: 3 clusters Score -1.365796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -13657969.000000 Penalty: 5719.965332
	Iteration 40F: 3 clusters Score -1.365797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -13657976.000000 Penalty: 5719.965332
	Iteration 41Q: 3 clusters Score -1.365798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -13657994.000000 Penalty: 5719.965332
	Iteration 42Q: 3 clusters Score -1.365799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -13657991.000000 Penalty: 5719.965332
	Iteration 43Q: 3 clusters Score -1.365799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -13657985.000000 Penalty: 5719.965332
	Iteration 44Q: 3 clusters Score -1.365798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -13657990.000000 Penalty: 5719.965332
	Iteration 45Q: 3 clusters Score -1.365799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -13657987.000000 Penalty: 5719.965332
	Iteration 46Q: 3 clusters Score -1.365799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -13657990.000000 Penalty: 5719.965332
	Iteration 47Q: 3 clusters Score -1.365799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -13657992.000000 Penalty: 5719.965332
	Iteration 48Q: 3 clusters Score -1.365799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -13658001.000000 Penalty: 5719.965332
	Iteration 49Q: 3 clusters Score -1.3658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -13658007.000000 Penalty: 5719.965332
	Iteration 50Q: 3 clusters Score -1.365801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -13658002.000000 Penalty: 5719.965332
	Iteration 51Q: 3 clusters Score -1.3658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13658007.000000 Penalty: 5719.965332
	Iteration 52Q: 3 clusters Score -1.365801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -13658010.000000 Penalty: 5719.965332
	Iteration 53Q: 3 clusters Score -1.365801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -13658013.000000 Penalty: 5719.965332
	Iteration 54Q: 3 clusters Score -1.365801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -13658019.000000 Penalty: 5719.965332
	Iteration 55Q: 3 clusters Score -1.365802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -13658019.000000 Penalty: 5719.965332
	Iteration 56F: 3 clusters Score -1.365802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -151543.937500 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -151543.9 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 575 members 
Entering Unmasked Estep 
Score: -149494.687500 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -149494.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149786.984375 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -149787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -149851.375000 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -149851.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -149876.031250 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -149876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149892.531250 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -149892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149902.140625 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -149902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149908.437500 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -149908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149912.531250 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -149912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149915.734375 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -149915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -149916.578125 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -149916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -149917.812500 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -149917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -149918.687500 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -149918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -149919.796875 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -149919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -149920.343750 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -149920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -149920.656250 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -149920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -149920.656250 Penalty: 3490.801514
	Iteration 15F: 3 clusters Score -149920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -257688.218750 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -257688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -255090.640625 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -255090.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255528.750000 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -255528.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -255622.562500 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -255622.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -255668.640625 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -255668.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -255694.546875 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -255694.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -255713.796875 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -255713.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -255727.656250 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -255727.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -255737.171875 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -255737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -255745.687500 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -255745.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -255750.171875 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -255750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -255758.656250 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -255758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -255768.015625 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -255768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -255778.281250 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -255778.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -255785.890625 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -255785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255789.265625 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -255789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255791.375000 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -255791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -255793.140625 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -255793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255795.625000 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -255795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255796.781250 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -255796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -255797.953125 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -255798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255798.796875 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -255798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -255799.156250 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -255799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -255799.468750 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -255799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -255799.890625 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -255799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -255799.890625 Penalty: 3753.916260
	Iteration 24F: 3 clusters Score -255799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -738873.312500 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -738873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -733944.625000 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -733944.6 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -735281.375000 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -735281.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -735621.125000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -735621.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -735924.625000 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -735924.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -736227.437500 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -736227.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -736605.937500 Penalty: 4289.082520
	Iteration 5F: 3 clusters Score -736605.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -736972.500000 Penalty: 4289.082520
	Iteration 6F: 3 clusters Score -736972.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -737269.875000 Penalty: 4289.082520
	Iteration 7F: 3 clusters Score -737269.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -737460.687500 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -737460.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -737570.250000 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -737570.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -737641.375000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -737641.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -737691.375000 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -737691.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -737734.312500 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -737734.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -737769.312500 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -737769.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -737802.250000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -737802.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -737827.250000 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -737827.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -737850.000000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -737850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -737868.375000 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -737868.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -737881.375000 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -737881.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -737893.125000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -737893.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -737904.875000 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -737904.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -737917.000000 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -737917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -737929.500000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -737929.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -737942.375000 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -737942.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -737956.000000 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -737956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -737966.187500 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -737966.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -737983.687500 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -737983.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -738001.000000 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -738001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -738016.750000 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -738016.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -738036.437500 Penalty: 4289.082520
	Iteration 29Q: 3 clusters Score -738036.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -738059.937500 Penalty: 4289.082520
	Iteration 30Q: 3 clusters Score -738059.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -738081.000000 Penalty: 4289.082520
	Iteration 31Q: 3 clusters Score -738081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -738102.250000 Penalty: 4289.082520
	Iteration 32Q: 3 clusters Score -738102.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -738138.125000 Penalty: 4289.082520
	Iteration 33Q: 3 clusters Score -738138.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -738168.562500 Penalty: 4289.082520
	Iteration 34Q: 3 clusters Score -738168.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -738199.500000 Penalty: 4289.082520
	Iteration 35Q: 3 clusters Score -738199.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -738237.375000 Penalty: 4289.082520
	Iteration 36Q: 3 clusters Score -738237.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -738272.062500 Penalty: 4289.082520
	Iteration 37Q: 3 clusters Score -738272.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -738296.625000 Penalty: 4289.082520
	Iteration 38Q: 3 clusters Score -738296.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -738322.000000 Penalty: 4289.082520
	Iteration 39Q: 3 clusters Score -738322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -738341.000000 Penalty: 4289.082520
	Iteration 40F: 3 clusters Score -738341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -738360.062500 Penalty: 4289.082520
	Iteration 41Q: 3 clusters Score -738360.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -738376.937500 Penalty: 4289.082520
	Iteration 42Q: 3 clusters Score -738376.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -738392.812500 Penalty: 4289.082520
	Iteration 43Q: 3 clusters Score -738392.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -738405.000000 Penalty: 4289.082520
	Iteration 44Q: 3 clusters Score -738405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -738417.312500 Penalty: 4289.082520
	Iteration 45Q: 3 clusters Score -738417.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -738423.812500 Penalty: 4289.082520
	Iteration 46Q: 3 clusters Score -738423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -738428.250000 Penalty: 4289.082520
	Iteration 47Q: 3 clusters Score -738428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -738430.812500 Penalty: 4289.082520
	Iteration 48Q: 3 clusters Score -738430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -738433.250000 Penalty: 4289.082520
	Iteration 49Q: 3 clusters Score -738433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -738435.250000 Penalty: 4289.082520
	Iteration 50Q: 3 clusters Score -738435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -738436.375000 Penalty: 4289.082520
	Iteration 51Q: 3 clusters Score -738436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -738439.812500 Penalty: 4289.082520
	Iteration 52Q: 3 clusters Score -738439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -738440.437500 Penalty: 4289.082520
	Iteration 53Q: 3 clusters Score -738440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -738440.500000 Penalty: 4289.082520
	Iteration 54Q: 3 clusters Score -738440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -738441.000000 Penalty: 4289.082520
	Iteration 55Q: 3 clusters Score -738441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -738442.875000 Penalty: 4289.082520
	Iteration 56Q: 3 clusters Score -738442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -738442.375000 Penalty: 4289.082520
	Iteration 57Q: 3 clusters Score -738442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -738444.437500 Penalty: 4289.082520
	Iteration 58Q: 3 clusters Score -738444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -738444.937500 Penalty: 4289.082520
	Iteration 59Q: 3 clusters Score -738444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -738444.687500 Penalty: 4289.082520
	Iteration 60F: 3 clusters Score -738444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -738445.750000 Penalty: 4289.082520
	Iteration 61Q: 3 clusters Score -738445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -738446.500000 Penalty: 4289.082520
	Iteration 62Q: 3 clusters Score -738446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -738448.250000 Penalty: 4289.082520
	Iteration 63Q: 3 clusters Score -738448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -738447.187500 Penalty: 4289.082520
	Iteration 64Q: 3 clusters Score -738447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -738447.187500 Penalty: 4289.082520
	Iteration 65F: 3 clusters Score -738447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -101882.656250 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -101882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100064.382812 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -100064.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100780.343750 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -100780.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101448.851562 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -101448.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -101846.437500 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -101846.4 nChanged 60
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: -102146.539062 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -102146.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102278.359375 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -102278.4 nChanged 20
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: -102352.523438 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -102352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102368.781250 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -102368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102374.046875 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -102374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102382.921875 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -102382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -102384.210938 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -102384.2 nChanged 1
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: -102388.125000 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -102388.1 nChanged 4
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: -102424.218750 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -102424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102461.335938 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -102461.3 nChanged 3
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: -102483.210938 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -102483.2 nChanged 0
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: -102483.210938 Penalty: 3381.100830
	Iteration 15F: 3 clusters Score -102483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 554 members 
Entering Unmasked Estep 
Score: -62769852.000000 Penalty: 77813.773438
Splitting cluster 7 changes total score from -62770792.000000 to -62769852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -338002.343750 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -338002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -334925.812500 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -334925.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -335516.687500 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -335516.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -335675.687500 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -335675.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -335782.968750 Penalty: 3900.561768
	Iteration 3F: 3 clusters Score -335783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -335848.375000 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -335848.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -335893.937500 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -335893.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -335926.468750 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -335926.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -335951.093750 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -335951.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335969.437500 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -335969.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -335991.843750 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -335991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -336008.812500 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -336008.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -336028.656250 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -336028.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -336037.843750 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -336037.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -336047.625000 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -336047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -336052.093750 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -336052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -336055.125000 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -336055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -336057.781250 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -336057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -336059.031250 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -336059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -336059.031250 Penalty: 3900.561768
	Iteration 18F: 3 clusters Score -336059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Entering Unmasked Estep 
Score: -1760264.250000 Penalty: 2347.661621
	Iteration 0F: 2 clusters Score -1760264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1750692.250000 Penalty: 4695.323242
	Iteration 0F: 3 clusters Score -1750692 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1753568.875000 Penalty: 4695.323242
	Iteration 1F: 3 clusters Score -1753569 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1753905.250000 Penalty: 4695.323242
	Iteration 2F: 3 clusters Score -1753905 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1754162.875000 Penalty: 4695.323242
	Iteration 3Q: 3 clusters Score -1754163 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1754331.625000 Penalty: 4695.323242
	Iteration 4Q: 3 clusters Score -1754332 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1754472.875000 Penalty: 4695.323242
	Iteration 5Q: 3 clusters Score -1754473 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1754633.375000 Penalty: 4695.323242
	Iteration 6Q: 3 clusters Score -1754633 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1754809.000000 Penalty: 4695.323242
	Iteration 7Q: 3 clusters Score -1754809 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1755019.500000 Penalty: 4695.323242
	Iteration 8Q: 3 clusters Score -1755020 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1755294.500000 Penalty: 4695.323242
	Iteration 9Q: 3 clusters Score -1755294 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1755638.500000 Penalty: 4695.323242
	Iteration 10Q: 3 clusters Score -1755638 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1756035.875000 Penalty: 4695.323242
	Iteration 11Q: 3 clusters Score -1756036 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1756457.250000 Penalty: 4695.323242
	Iteration 12Q: 3 clusters Score -1756457 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1756934.625000 Penalty: 4695.323242
	Iteration 13Q: 3 clusters Score -1756935 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1757314.500000 Penalty: 4695.323242
	Iteration 14Q: 3 clusters Score -1757314 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1757619.250000 Penalty: 4695.323242
	Iteration 15Q: 3 clusters Score -1757619 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1757806.000000 Penalty: 4695.323242
	Iteration 16Q: 3 clusters Score -1757806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1757935.750000 Penalty: 4695.323242
	Iteration 17Q: 3 clusters Score -1757936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1758031.625000 Penalty: 4695.323242
	Iteration 18Q: 3 clusters Score -1758032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1758095.625000 Penalty: 4695.323242
	Iteration 19Q: 3 clusters Score -1758096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1758138.125000 Penalty: 4695.323242
	Iteration 20F: 3 clusters Score -1758138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1758169.250000 Penalty: 4695.323242
	Iteration 21Q: 3 clusters Score -1758169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1758186.500000 Penalty: 4695.323242
	Iteration 22Q: 3 clusters Score -1758186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1758198.125000 Penalty: 4695.323242
	Iteration 23Q: 3 clusters Score -1758198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1758210.500000 Penalty: 4695.323242
	Iteration 24Q: 3 clusters Score -1758210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1758213.500000 Penalty: 4695.323242
	Iteration 25Q: 3 clusters Score -1758214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1758216.875000 Penalty: 4695.323242
	Iteration 26Q: 3 clusters Score -1758217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1758218.500000 Penalty: 4695.323242
	Iteration 27Q: 3 clusters Score -1758218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1758218.500000 Penalty: 4695.323242
	Iteration 28F: 3 clusters Score -1758218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Entering Unmasked Estep 
Score: -5937169.500000 Penalty: 2659.370361
	Iteration 0F: 2 clusters Score -5937170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5906590.000000 Penalty: 5318.740723
	Iteration 0F: 3 clusters Score -5906590 nChanged 20783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5918111.000000 Penalty: 5318.740723
	Iteration 1F: 3 clusters Score -5918111 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5918616.000000 Penalty: 5318.740723
	Iteration 2Q: 3 clusters Score -5918616 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5919108.000000 Penalty: 5318.740723
	Iteration 3Q: 3 clusters Score -5919108 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5919622.000000 Penalty: 5318.740723
	Iteration 4Q: 3 clusters Score -5919622 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5920274.000000 Penalty: 5318.740723
	Iteration 5Q: 3 clusters Score -5920274 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5921039.500000 Penalty: 5318.740723
	Iteration 6Q: 3 clusters Score -5921040 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5921946.500000 Penalty: 5318.740723
	Iteration 7Q: 3 clusters Score -5921946 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5922984.500000 Penalty: 5318.740723
	Iteration 8Q: 3 clusters Score -5922984 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5924307.500000 Penalty: 5318.740723
	Iteration 9Q: 3 clusters Score -5924308 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5925671.000000 Penalty: 5318.740723
	Iteration 10F: 3 clusters Score -5925671 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5926824.000000 Penalty: 5318.740723
	Iteration 11Q: 3 clusters Score -5926824 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -5927658.500000 Penalty: 5318.740723
	Iteration 12Q: 3 clusters Score -5927658 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -5928163.500000 Penalty: 5318.740723
	Iteration 13Q: 3 clusters Score -5928164 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5928550.500000 Penalty: 5318.740723
	Iteration 14Q: 3 clusters Score -5928550 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5928790.500000 Penalty: 5318.740723
	Iteration 15Q: 3 clusters Score -5928790 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5928923.000000 Penalty: 5318.740723
	Iteration 16Q: 3 clusters Score -5928923 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5929052.500000 Penalty: 5318.740723
	Iteration 17Q: 3 clusters Score -5929052 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -5929158.000000 Penalty: 5318.740723
	Iteration 18Q: 3 clusters Score -5929158 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5929250.500000 Penalty: 5318.740723
	Iteration 19Q: 3 clusters Score -5929250 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5929346.000000 Penalty: 5318.740723
	Iteration 20F: 3 clusters Score -5929346 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5929428.000000 Penalty: 5318.740723
	Iteration 21Q: 3 clusters Score -5929428 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5929524.000000 Penalty: 5318.740723
	Iteration 22Q: 3 clusters Score -5929524 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5929602.000000 Penalty: 5318.740723
	Iteration 23Q: 3 clusters Score -5929602 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5929686.000000 Penalty: 5318.740723
	Iteration 24Q: 3 clusters Score -5929686 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -5929735.500000 Penalty: 5318.740723
	Iteration 25Q: 3 clusters Score -5929736 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -5929797.500000 Penalty: 5318.740723
	Iteration 26Q: 3 clusters Score -5929798 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5929879.500000 Penalty: 5318.740723
	Iteration 27Q: 3 clusters Score -5929880 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5929948.500000 Penalty: 5318.740723
	Iteration 28Q: 3 clusters Score -5929948 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5930068.000000 Penalty: 5318.740723
	Iteration 29Q: 3 clusters Score -5930068 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5930162.500000 Penalty: 5318.740723
	Iteration 30Q: 3 clusters Score -5930162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5930273.500000 Penalty: 5318.740723
	Iteration 31Q: 3 clusters Score -5930274 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5930405.000000 Penalty: 5318.740723
	Iteration 32Q: 3 clusters Score -5930405 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5930512.000000 Penalty: 5318.740723
	Iteration 33Q: 3 clusters Score -5930512 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5930632.000000 Penalty: 5318.740723
	Iteration 34Q: 3 clusters Score -5930632 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -5930773.000000 Penalty: 5318.740723
	Iteration 35Q: 3 clusters Score -5930773 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5930927.000000 Penalty: 5318.740723
	Iteration 36Q: 3 clusters Score -5930927 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5931088.000000 Penalty: 5318.740723
	Iteration 37Q: 3 clusters Score -5931088 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5931244.500000 Penalty: 5318.740723
	Iteration 38Q: 3 clusters Score -5931244 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5931390.000000 Penalty: 5318.740723
	Iteration 39Q: 3 clusters Score -5931390 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -5931599.500000 Penalty: 5318.740723
	Iteration 40F: 3 clusters Score -5931600 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -5931765.500000 Penalty: 5318.740723
	Iteration 41Q: 3 clusters Score -5931766 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5931962.500000 Penalty: 5318.740723
	Iteration 42Q: 3 clusters Score -5931962 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -5932171.500000 Penalty: 5318.740723
	Iteration 43Q: 3 clusters Score -5932172 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -5932395.000000 Penalty: 5318.740723
	Iteration 44Q: 3 clusters Score -5932395 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -5932598.000000 Penalty: 5318.740723
	Iteration 45Q: 3 clusters Score -5932598 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -5932793.500000 Penalty: 5318.740723
	Iteration 46Q: 3 clusters Score -5932794 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -5932964.500000 Penalty: 5318.740723
	Iteration 47Q: 3 clusters Score -5932964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5933176.500000 Penalty: 5318.740723
	Iteration 48Q: 3 clusters Score -5933176 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -5933323.000000 Penalty: 5318.740723
	Iteration 49Q: 3 clusters Score -5933323 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5933442.000000 Penalty: 5318.740723
	Iteration 50Q: 3 clusters Score -5933442 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5933552.500000 Penalty: 5318.740723
	Iteration 51Q: 3 clusters Score -5933552 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -5933646.500000 Penalty: 5318.740723
	Iteration 52Q: 3 clusters Score -5933646 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5933726.000000 Penalty: 5318.740723
	Iteration 53Q: 3 clusters Score -5933726 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -5933803.000000 Penalty: 5318.740723
	Iteration 54Q: 3 clusters Score -5933803 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -5933920.000000 Penalty: 5318.740723
	Iteration 55Q: 3 clusters Score -5933920 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5934002.500000 Penalty: 5318.740723
	Iteration 56Q: 3 clusters Score -5934002 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5934074.000000 Penalty: 5318.740723
	Iteration 57Q: 3 clusters Score -5934074 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5934140.000000 Penalty: 5318.740723
	Iteration 58Q: 3 clusters Score -5934140 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5934220.000000 Penalty: 5318.740723
	Iteration 59Q: 3 clusters Score -5934220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5934302.000000 Penalty: 5318.740723
	Iteration 60F: 3 clusters Score -5934302 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5934378.000000 Penalty: 5318.740723
	Iteration 61Q: 3 clusters Score -5934378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5934424.000000 Penalty: 5318.740723
	Iteration 62Q: 3 clusters Score -5934424 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5934491.500000 Penalty: 5318.740723
	Iteration 63Q: 3 clusters Score -5934492 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5934551.500000 Penalty: 5318.740723
	Iteration 64Q: 3 clusters Score -5934552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5934587.500000 Penalty: 5318.740723
	Iteration 65Q: 3 clusters Score -5934588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5934629.000000 Penalty: 5318.740723
	Iteration 66Q: 3 clusters Score -5934629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5934675.500000 Penalty: 5318.740723
	Iteration 67Q: 3 clusters Score -5934676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5934703.000000 Penalty: 5318.740723
	Iteration 68Q: 3 clusters Score -5934703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5934720.000000 Penalty: 5318.740723
	Iteration 69Q: 3 clusters Score -5934720 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5934743.500000 Penalty: 5318.740723
	Iteration 70Q: 3 clusters Score -5934744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5934770.000000 Penalty: 5318.740723
	Iteration 71Q: 3 clusters Score -5934770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5934785.000000 Penalty: 5318.740723
	Iteration 72Q: 3 clusters Score -5934785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5934823.000000 Penalty: 5318.740723
	Iteration 73Q: 3 clusters Score -5934823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5934839.000000 Penalty: 5318.740723
	Iteration 74Q: 3 clusters Score -5934839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5934861.000000 Penalty: 5318.740723
	Iteration 75Q: 3 clusters Score -5934861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5934875.000000 Penalty: 5318.740723
	Iteration 76Q: 3 clusters Score -5934875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5934885.500000 Penalty: 5318.740723
	Iteration 77Q: 3 clusters Score -5934886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5934895.500000 Penalty: 5318.740723
	Iteration 78Q: 3 clusters Score -5934896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5934897.000000 Penalty: 5318.740723
	Iteration 79Q: 3 clusters Score -5934897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5934905.500000 Penalty: 5318.740723
	Iteration 80F: 3 clusters Score -5934906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5934908.500000 Penalty: 5318.740723
	Iteration 81Q: 3 clusters Score -5934908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5934919.500000 Penalty: 5318.740723
	Iteration 82Q: 3 clusters Score -5934920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5934927.000000 Penalty: 5318.740723
	Iteration 83Q: 3 clusters Score -5934927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5934934.500000 Penalty: 5318.740723
	Iteration 84Q: 3 clusters Score -5934934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5934937.000000 Penalty: 5318.740723
	Iteration 85Q: 3 clusters Score -5934937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5934956.500000 Penalty: 5318.740723
	Iteration 86Q: 3 clusters Score -5934956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5934949.500000 Penalty: 5318.740723
	Iteration 87Q: 3 clusters Score -5934950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5934955.500000 Penalty: 5318.740723
	Iteration 88Q: 3 clusters Score -5934956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5934954.000000 Penalty: 5318.740723
	Iteration 89Q: 3 clusters Score -5934954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5934969.500000 Penalty: 5318.740723
	Iteration 90Q: 3 clusters Score -5934970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5934971.500000 Penalty: 5318.740723
	Iteration 91Q: 3 clusters Score -5934972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5934968.500000 Penalty: 5318.740723
	Iteration 92Q: 3 clusters Score -5934968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5934980.000000 Penalty: 5318.740723
	Iteration 93Q: 3 clusters Score -5934980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5934997.500000 Penalty: 5318.740723
	Iteration 94Q: 3 clusters Score -5934998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5934993.500000 Penalty: 5318.740723
	Iteration 95Q: 3 clusters Score -5934994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5934997.000000 Penalty: 5318.740723
	Iteration 96Q: 3 clusters Score -5934997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5934998.000000 Penalty: 5318.740723
	Iteration 97Q: 3 clusters Score -5934998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5934998.000000 Penalty: 5318.740723
	Iteration 98Q: 3 clusters Score -5934998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5934996.000000 Penalty: 5318.740723
	Iteration 99Q: 3 clusters Score -5934996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5934997.000000 Penalty: 5318.740723
	Iteration 100F: 3 clusters Score -5934997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5934992.500000 Penalty: 5318.740723
	Iteration 101Q: 3 clusters Score -5934992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5934994.500000 Penalty: 5318.740723
	Iteration 102Q: 3 clusters Score -5934994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5934994.500000 Penalty: 5318.740723
	Iteration 103F: 3 clusters Score -5934994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -277568.156250 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -277568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -274940.625000 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -274940.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -275368.906250 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -275368.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -275482.125000 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -275482.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -275518.031250 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -275518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275535.187500 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -275535.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -275552.437500 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -275552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275568.843750 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -275568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -275585.312500 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -275585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -275594.281250 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -275594.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -275601.937500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -275601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -275608.468750 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -275608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -275612.062500 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -275612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -275614.062500 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -275614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -275618.406250 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -275618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -275622.250000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -275622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275626.125000 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -275626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275635.718750 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -275635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -275645.343750 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -275645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -275654.500000 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -275654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275660.031250 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -275660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275665.562500 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -275665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -275669.312500 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -275669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -275674.656250 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -275674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275677.125000 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -275677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275678.593750 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -275678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275679.875000 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -275679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275680.718750 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -275680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -275681.437500 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -275681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -275684.125000 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -275684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -275687.562500 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -275687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -275689.468750 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -275689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -275691.437500 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -275691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -275693.031250 Penalty: 3788.307373
	Iteration 32Q: 3 clusters Score -275693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -275692.781250 Penalty: 3788.307373
	Iteration 33Q: 3 clusters Score -275692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -275692.781250 Penalty: 3788.307373
	Iteration 34F: 3 clusters Score -275692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -562830.312500 Penalty: 2068.018555
	Iteration 0F: 2 clusters Score -562830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -558818.250000 Penalty: 4136.037109
	Iteration 0F: 3 clusters Score -558818.2 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -559716.562500 Penalty: 4136.037109
	Iteration 1F: 3 clusters Score -559716.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -559913.500000 Penalty: 4136.037109
	Iteration 2F: 3 clusters Score -559913.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -560061.625000 Penalty: 4136.037109
	Iteration 3F: 3 clusters Score -560061.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -560190.125000 Penalty: 4136.037109
	Iteration 4Q: 3 clusters Score -560190.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -560310.750000 Penalty: 4136.037109
	Iteration 5Q: 3 clusters Score -560310.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -560427.500000 Penalty: 4136.037109
	Iteration 6Q: 3 clusters Score -560427.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -560545.062500 Penalty: 4136.037109
	Iteration 7Q: 3 clusters Score -560545.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -560648.812500 Penalty: 4136.037109
	Iteration 8Q: 3 clusters Score -560648.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -560728.750000 Penalty: 4136.037109
	Iteration 9Q: 3 clusters Score -560728.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -560794.125000 Penalty: 4136.037109
	Iteration 10Q: 3 clusters Score -560794.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -560855.312500 Penalty: 4136.037109
	Iteration 11Q: 3 clusters Score -560855.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -560905.687500 Penalty: 4136.037109
	Iteration 12Q: 3 clusters Score -560905.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -560957.062500 Penalty: 4136.037109
	Iteration 13Q: 3 clusters Score -560957.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -561013.625000 Penalty: 4136.037109
	Iteration 14Q: 3 clusters Score -561013.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -561080.312500 Penalty: 4136.037109
	Iteration 15Q: 3 clusters Score -561080.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -561150.937500 Penalty: 4136.037109
	Iteration 16Q: 3 clusters Score -561150.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -561193.000000 Penalty: 4136.037109
	Iteration 17Q: 3 clusters Score -561193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -561227.875000 Penalty: 4136.037109
	Iteration 18Q: 3 clusters Score -561227.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -561249.437500 Penalty: 4136.037109
	Iteration 19Q: 3 clusters Score -561249.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -561271.062500 Penalty: 4136.037109
	Iteration 20F: 3 clusters Score -561271.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -561288.937500 Penalty: 4136.037109
	Iteration 21Q: 3 clusters Score -561288.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -561302.812500 Penalty: 4136.037109
	Iteration 22Q: 3 clusters Score -561302.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -561318.875000 Penalty: 4136.037109
	Iteration 23Q: 3 clusters Score -561318.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -561329.812500 Penalty: 4136.037109
	Iteration 24Q: 3 clusters Score -561329.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -561338.937500 Penalty: 4136.037109
	Iteration 25Q: 3 clusters Score -561338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -561345.562500 Penalty: 4136.037109
	Iteration 26Q: 3 clusters Score -561345.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -561354.062500 Penalty: 4136.037109
	Iteration 27Q: 3 clusters Score -561354.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -561362.687500 Penalty: 4136.037109
	Iteration 28Q: 3 clusters Score -561362.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -561371.625000 Penalty: 4136.037109
	Iteration 29Q: 3 clusters Score -561371.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -561382.125000 Penalty: 4136.037109
	Iteration 30Q: 3 clusters Score -561382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -561388.687500 Penalty: 4136.037109
	Iteration 31Q: 3 clusters Score -561388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -561396.562500 Penalty: 4136.037109
	Iteration 32Q: 3 clusters Score -561396.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -561404.875000 Penalty: 4136.037109
	Iteration 33Q: 3 clusters Score -561404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -561410.625000 Penalty: 4136.037109
	Iteration 34Q: 3 clusters Score -561410.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -561419.750000 Penalty: 4136.037109
	Iteration 35Q: 3 clusters Score -561419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -561428.187500 Penalty: 4136.037109
	Iteration 36Q: 3 clusters Score -561428.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -561440.875000 Penalty: 4136.037109
	Iteration 37Q: 3 clusters Score -561440.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -561449.937500 Penalty: 4136.037109
	Iteration 38Q: 3 clusters Score -561449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -561452.562500 Penalty: 4136.037109
	Iteration 39Q: 3 clusters Score -561452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -561457.375000 Penalty: 4136.037109
	Iteration 40F: 3 clusters Score -561457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -561459.250000 Penalty: 4136.037109
	Iteration 41Q: 3 clusters Score -561459.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -561461.562500 Penalty: 4136.037109
	Iteration 42Q: 3 clusters Score -561461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -561466.000000 Penalty: 4136.037109
	Iteration 43Q: 3 clusters Score -561466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -561468.375000 Penalty: 4136.037109
	Iteration 44Q: 3 clusters Score -561468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -561470.625000 Penalty: 4136.037109
	Iteration 45Q: 3 clusters Score -561470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -561474.937500 Penalty: 4136.037109
	Iteration 46Q: 3 clusters Score -561474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -561478.375000 Penalty: 4136.037109
	Iteration 47Q: 3 clusters Score -561478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -561482.000000 Penalty: 4136.037109
	Iteration 48Q: 3 clusters Score -561482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -561484.500000 Penalty: 4136.037109
	Iteration 49Q: 3 clusters Score -561484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -561488.375000 Penalty: 4136.037109
	Iteration 50Q: 3 clusters Score -561488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -561491.250000 Penalty: 4136.037109
	Iteration 51Q: 3 clusters Score -561491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -561492.062500 Penalty: 4136.037109
	Iteration 52Q: 3 clusters Score -561492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -561492.625000 Penalty: 4136.037109
	Iteration 53Q: 3 clusters Score -561492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -561493.937500 Penalty: 4136.037109
	Iteration 54Q: 3 clusters Score -561493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -561493.687500 Penalty: 4136.037109
	Iteration 55Q: 3 clusters Score -561493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -561495.187500 Penalty: 4136.037109
	Iteration 56Q: 3 clusters Score -561495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -561497.500000 Penalty: 4136.037109
	Iteration 57Q: 3 clusters Score -561497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -561499.437500 Penalty: 4136.037109
	Iteration 58Q: 3 clusters Score -561499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -561502.812500 Penalty: 4136.037109
	Iteration 59Q: 3 clusters Score -561502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -561505.125000 Penalty: 4136.037109
	Iteration 60F: 3 clusters Score -561505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -561508.312500 Penalty: 4136.037109
	Iteration 61Q: 3 clusters Score -561508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -561511.812500 Penalty: 4136.037109
	Iteration 62Q: 3 clusters Score -561511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -561513.750000 Penalty: 4136.037109
	Iteration 63Q: 3 clusters Score -561513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -561514.000000 Penalty: 4136.037109
	Iteration 64Q: 3 clusters Score -561514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -561516.937500 Penalty: 4136.037109
	Iteration 65Q: 3 clusters Score -561516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -561518.687500 Penalty: 4136.037109
	Iteration 66Q: 3 clusters Score -561518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -561521.000000 Penalty: 4136.037109
	Iteration 67Q: 3 clusters Score -561521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -561521.750000 Penalty: 4136.037109
	Iteration 68Q: 3 clusters Score -561521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -561525.875000 Penalty: 4136.037109
	Iteration 69Q: 3 clusters Score -561525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -561528.875000 Penalty: 4136.037109
	Iteration 70Q: 3 clusters Score -561528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -561532.062500 Penalty: 4136.037109
	Iteration 71Q: 3 clusters Score -561532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -561535.875000 Penalty: 4136.037109
	Iteration 72Q: 3 clusters Score -561535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -561537.562500 Penalty: 4136.037109
	Iteration 73Q: 3 clusters Score -561537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -561539.125000 Penalty: 4136.037109
	Iteration 74Q: 3 clusters Score -561539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -561539.125000 Penalty: 4136.037109
	Iteration 75F: 3 clusters Score -561539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -64515.582031 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -64515.58 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 264 members 
Entering Unmasked Estep 
Score: -63015.937500 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -63015.94 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63265.832031 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -63265.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63368.414062 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -63368.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63448.011719 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -63448.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63521.625000 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -63521.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63553.589844 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -63553.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63566.046875 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -63566.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63568.156250 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -63568.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63569.597656 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -63569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63574.226562 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -63574.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63580.578125 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -63580.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63580.578125 Penalty: 3135.992188
	Iteration 11F: 3 clusters Score -63580.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109043 members 
Entering Unmasked Estep 
Score: -14667957.000000 Penalty: 2876.675537
	Iteration 0F: 2 clusters Score -1.466796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -14595955.000000 Penalty: 5753.351074
	Iteration 0F: 3 clusters Score -1.459596e+07 nChanged 51762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -14626673.000000 Penalty: 5753.351074
	Iteration 1F: 3 clusters Score -1.462667e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -14628595.000000 Penalty: 5753.351074
	Iteration 2Q: 3 clusters Score -1.46286e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -14631760.000000 Penalty: 5753.351074
	Iteration 3F: 3 clusters Score -1.463176e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -14636568.000000 Penalty: 5753.351074
	Iteration 4F: 3 clusters Score -1.463657e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -14643825.000000 Penalty: 5753.351074
	Iteration 5F: 3 clusters Score -1.464382e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -14651520.000000 Penalty: 5753.351074
	Iteration 6F: 3 clusters Score -1.465152e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -14655335.000000 Penalty: 5753.351074
	Iteration 7F: 3 clusters Score -1.465534e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -14656452.000000 Penalty: 5753.351074
	Iteration 8Q: 3 clusters Score -1.465645e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -14656960.000000 Penalty: 5753.351074
	Iteration 9Q: 3 clusters Score -1.465696e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -14657241.000000 Penalty: 5753.351074
	Iteration 10Q: 3 clusters Score -1.465724e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -14657453.000000 Penalty: 5753.351074
	Iteration 11Q: 3 clusters Score -1.465745e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -14657595.000000 Penalty: 5753.351074
	Iteration 12Q: 3 clusters Score -1.46576e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -14657716.000000 Penalty: 5753.351074
	Iteration 13Q: 3 clusters Score -1.465772e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -14657770.000000 Penalty: 5753.351074
	Iteration 14Q: 3 clusters Score -1.465777e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -14657786.000000 Penalty: 5753.351074
	Iteration 15Q: 3 clusters Score -1.465779e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -14657835.000000 Penalty: 5753.351074
	Iteration 16Q: 3 clusters Score -1.465784e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -14657851.000000 Penalty: 5753.351074
	Iteration 17Q: 3 clusters Score -1.465785e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -14657870.000000 Penalty: 5753.351074
	Iteration 18Q: 3 clusters Score -1.465787e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -14657888.000000 Penalty: 5753.351074
	Iteration 19Q: 3 clusters Score -1.465789e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -14657874.000000 Penalty: 5753.351074
	Iteration 20F: 3 clusters Score -1.465787e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -14657887.000000 Penalty: 5753.351074
	Iteration 21Q: 3 clusters Score -1.465789e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -14657871.000000 Penalty: 5753.351074
	Iteration 22Q: 3 clusters Score -1.465787e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -14657849.000000 Penalty: 5753.351074
	Iteration 23Q: 3 clusters Score -1.465785e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -14657843.000000 Penalty: 5753.351074
	Iteration 24Q: 3 clusters Score -1.465784e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -14657853.000000 Penalty: 5753.351074
	Iteration 25Q: 3 clusters Score -1.465785e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -14657844.000000 Penalty: 5753.351074
	Iteration 26Q: 3 clusters Score -1.465784e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -14657837.000000 Penalty: 5753.351074
	Iteration 27Q: 3 clusters Score -1.465784e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -14657837.000000 Penalty: 5753.351074
	Iteration 28Q: 3 clusters Score -1.465784e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -14657827.000000 Penalty: 5753.351074
	Iteration 29Q: 3 clusters Score -1.465783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -14657837.000000 Penalty: 5753.351074
	Iteration 30Q: 3 clusters Score -1.465784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -14657850.000000 Penalty: 5753.351074
	Iteration 31Q: 3 clusters Score -1.465785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -14657827.000000 Penalty: 5753.351074
	Iteration 32Q: 3 clusters Score -1.465783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -14657816.000000 Penalty: 5753.351074
	Iteration 33Q: 3 clusters Score -1.465782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -14657800.000000 Penalty: 5753.351074
	Iteration 34Q: 3 clusters Score -1.46578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -14657807.000000 Penalty: 5753.351074
	Iteration 35Q: 3 clusters Score -1.465781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -14657814.000000 Penalty: 5753.351074
	Iteration 36Q: 3 clusters Score -1.465781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -14657802.000000 Penalty: 5753.351074
	Iteration 37Q: 3 clusters Score -1.46578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -14657798.000000 Penalty: 5753.351074
	Iteration 38Q: 3 clusters Score -1.46578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -14657815.000000 Penalty: 5753.351074
	Iteration 39Q: 3 clusters Score -1.465782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -14657817.000000 Penalty: 5753.351074
	Iteration 40F: 3 clusters Score -1.465782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -14657822.000000 Penalty: 5753.351074
	Iteration 41Q: 3 clusters Score -1.465782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -14657810.000000 Penalty: 5753.351074
	Iteration 42Q: 3 clusters Score -1.465781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -14657817.000000 Penalty: 5753.351074
	Iteration 43Q: 3 clusters Score -1.465782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -14657818.000000 Penalty: 5753.351074
	Iteration 44Q: 3 clusters Score -1.465782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -14657821.000000 Penalty: 5753.351074
	Iteration 45Q: 3 clusters Score -1.465782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -14657821.000000 Penalty: 5753.351074
	Iteration 46F: 3 clusters Score -1.465782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1405864.875000 Penalty: 2295.317871
	Iteration 0F: 2 clusters Score -1405865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1397891.750000 Penalty: 4590.635742
	Iteration 0F: 3 clusters Score -1397892 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1400212.625000 Penalty: 4590.635742
	Iteration 1F: 3 clusters Score -1400213 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1400464.500000 Penalty: 4590.635742
	Iteration 2F: 3 clusters Score -1400464 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1400689.250000 Penalty: 4590.635742
	Iteration 3Q: 3 clusters Score -1400689 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1400899.000000 Penalty: 4590.635742
	Iteration 4Q: 3 clusters Score -1400899 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1401111.375000 Penalty: 4590.635742
	Iteration 5Q: 3 clusters Score -1401111 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1401358.250000 Penalty: 4590.635742
	Iteration 6Q: 3 clusters Score -1401358 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1401657.000000 Penalty: 4590.635742
	Iteration 7Q: 3 clusters Score -1401657 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1402024.250000 Penalty: 4590.635742
	Iteration 8Q: 3 clusters Score -1402024 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1402446.750000 Penalty: 4590.635742
	Iteration 9Q: 3 clusters Score -1402447 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1402870.125000 Penalty: 4590.635742
	Iteration 10Q: 3 clusters Score -1402870 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1403246.500000 Penalty: 4590.635742
	Iteration 11Q: 3 clusters Score -1403246 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1403475.500000 Penalty: 4590.635742
	Iteration 12Q: 3 clusters Score -1403476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1403615.250000 Penalty: 4590.635742
	Iteration 13Q: 3 clusters Score -1403615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1403701.625000 Penalty: 4590.635742
	Iteration 14Q: 3 clusters Score -1403702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1403761.375000 Penalty: 4590.635742
	Iteration 15Q: 3 clusters Score -1403761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1403793.500000 Penalty: 4590.635742
	Iteration 16Q: 3 clusters Score -1403794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1403819.750000 Penalty: 4590.635742
	Iteration 17Q: 3 clusters Score -1403820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1403847.125000 Penalty: 4590.635742
	Iteration 18Q: 3 clusters Score -1403847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1403855.625000 Penalty: 4590.635742
	Iteration 19Q: 3 clusters Score -1403856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1403868.875000 Penalty: 4590.635742
	Iteration 20F: 3 clusters Score -1403869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1403879.250000 Penalty: 4590.635742
	Iteration 21Q: 3 clusters Score -1403879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1403883.750000 Penalty: 4590.635742
	Iteration 22Q: 3 clusters Score -1403884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1403895.125000 Penalty: 4590.635742
	Iteration 23Q: 3 clusters Score -1403895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1403905.375000 Penalty: 4590.635742
	Iteration 24Q: 3 clusters Score -1403905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1403909.750000 Penalty: 4590.635742
	Iteration 25Q: 3 clusters Score -1403910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1403912.875000 Penalty: 4590.635742
	Iteration 26Q: 3 clusters Score -1403913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1403919.750000 Penalty: 4590.635742
	Iteration 27Q: 3 clusters Score -1403920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1403925.750000 Penalty: 4590.635742
	Iteration 28Q: 3 clusters Score -1403926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1403933.250000 Penalty: 4590.635742
	Iteration 29Q: 3 clusters Score -1403933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1403946.375000 Penalty: 4590.635742
	Iteration 30Q: 3 clusters Score -1403946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1403953.625000 Penalty: 4590.635742
	Iteration 31Q: 3 clusters Score -1403954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1403958.625000 Penalty: 4590.635742
	Iteration 32Q: 3 clusters Score -1403959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1403963.000000 Penalty: 4590.635742
	Iteration 33Q: 3 clusters Score -1403963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1403964.875000 Penalty: 4590.635742
	Iteration 34Q: 3 clusters Score -1403965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1403967.125000 Penalty: 4590.635742
	Iteration 35Q: 3 clusters Score -1403967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1403970.625000 Penalty: 4590.635742
	Iteration 36Q: 3 clusters Score -1403971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1403970.625000 Penalty: 4590.635742
	Iteration 37F: 3 clusters Score -1403971 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: -71519.093750 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -71519.09 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 304 members 
Entering Unmasked Estep 
Score: -69928.898438 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -69928.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70331.078125 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -70331.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70563.179688 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -70563.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70717.898438 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -70717.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70879.695312 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -70879.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71019.093750 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -71019.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71210.695312 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -71210.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71401.093750 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -71401.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71631.796875 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -71631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71674.234375 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -71674.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71716.609375 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -71716.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71738.328125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -71738.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71766.437500 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -71766.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71802.929688 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -71802.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71861.000000 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -71861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71876.781250 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -71876.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71894.781250 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -71894.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71924.757812 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -71924.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71942.156250 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -71942.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71942.156250 Penalty: 3197.076904
	Iteration 19F: 3 clusters Score -71942.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 322 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 308 members 
Entering Unmasked Estep 
Score: -62769568.000000 Penalty: 77813.773438
Splitting cluster 16 changes total score from -62770792.000000 to -62769568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22128.304688 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -22128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21037.808594 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -21037.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21325.886719 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -21325.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21469.351562 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -21469.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21516.281250 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -21516.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21523.804688 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -21523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21523.804688 Penalty: 2703.715088
	Iteration 5F: 3 clusters Score -21523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Entering Unmasked Estep 
Score: -2149535.500000 Penalty: 2397.228760
	Iteration 0F: 2 clusters Score -2149536 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 7998 members 
Entering Unmasked Estep 
Score: -2138200.000000 Penalty: 4794.457520
	Iteration 0F: 3 clusters Score -2138200 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2142044.750000 Penalty: 4794.457520
	Iteration 1F: 3 clusters Score -2142045 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2142557.000000 Penalty: 4794.457520
	Iteration 2F: 3 clusters Score -2142557 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2143073.000000 Penalty: 4794.457520
	Iteration 3F: 3 clusters Score -2143073 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2143653.500000 Penalty: 4794.457520
	Iteration 4F: 3 clusters Score -2143654 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2144304.250000 Penalty: 4794.457520
	Iteration 5F: 3 clusters Score -2144304 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2145020.750000 Penalty: 4794.457520
	Iteration 6F: 3 clusters Score -2145021 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2145680.000000 Penalty: 4794.457520
	Iteration 7F: 3 clusters Score -2145680 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2146226.500000 Penalty: 4794.457520
	Iteration 8Q: 3 clusters Score -2146226 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2146690.750000 Penalty: 4794.457520
	Iteration 9Q: 3 clusters Score -2146691 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2147003.500000 Penalty: 4794.457520
	Iteration 10Q: 3 clusters Score -2147004 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2147185.000000 Penalty: 4794.457520
	Iteration 11Q: 3 clusters Score -2147185 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2147303.750000 Penalty: 4794.457520
	Iteration 12Q: 3 clusters Score -2147304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2147370.750000 Penalty: 4794.457520
	Iteration 13Q: 3 clusters Score -2147371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2147412.500000 Penalty: 4794.457520
	Iteration 14Q: 3 clusters Score -2147412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2147433.250000 Penalty: 4794.457520
	Iteration 15Q: 3 clusters Score -2147433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2147451.750000 Penalty: 4794.457520
	Iteration 16Q: 3 clusters Score -2147452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2147465.000000 Penalty: 4794.457520
	Iteration 17Q: 3 clusters Score -2147465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2147473.500000 Penalty: 4794.457520
	Iteration 18Q: 3 clusters Score -2147474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2147492.250000 Penalty: 4794.457520
	Iteration 19Q: 3 clusters Score -2147492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2147503.250000 Penalty: 4794.457520
	Iteration 20F: 3 clusters Score -2147503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2147511.500000 Penalty: 4794.457520
	Iteration 21Q: 3 clusters Score -2147512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2147514.500000 Penalty: 4794.457520
	Iteration 22Q: 3 clusters Score -2147514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2147522.500000 Penalty: 4794.457520
	Iteration 23Q: 3 clusters Score -2147522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2147523.000000 Penalty: 4794.457520
	Iteration 24Q: 3 clusters Score -2147523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2147528.500000 Penalty: 4794.457520
	Iteration 25Q: 3 clusters Score -2147528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2147533.500000 Penalty: 4794.457520
	Iteration 26Q: 3 clusters Score -2147534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2147535.500000 Penalty: 4794.457520
	Iteration 27Q: 3 clusters Score -2147536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2147537.500000 Penalty: 4794.457520
	Iteration 28Q: 3 clusters Score -2147538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2147540.250000 Penalty: 4794.457520
	Iteration 29Q: 3 clusters Score -2147540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2147541.500000 Penalty: 4794.457520
	Iteration 30Q: 3 clusters Score -2147542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2147541.750000 Penalty: 4794.457520
	Iteration 31Q: 3 clusters Score -2147542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2147538.000000 Penalty: 4794.457520
	Iteration 32Q: 3 clusters Score -2147538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2147543.250000 Penalty: 4794.457520
	Iteration 33Q: 3 clusters Score -2147543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2147543.750000 Penalty: 4794.457520
	Iteration 34Q: 3 clusters Score -2147544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2147543.250000 Penalty: 4794.457520
	Iteration 35Q: 3 clusters Score -2147543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2147545.250000 Penalty: 4794.457520
	Iteration 36Q: 3 clusters Score -2147545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2147547.250000 Penalty: 4794.457520
	Iteration 37Q: 3 clusters Score -2147547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2147544.250000 Penalty: 4794.457520
	Iteration 38Q: 3 clusters Score -2147544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2147546.000000 Penalty: 4794.457520
	Iteration 39Q: 3 clusters Score -2147546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2147551.000000 Penalty: 4794.457520
	Iteration 40F: 3 clusters Score -2147551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2147548.000000 Penalty: 4794.457520
	Iteration 41Q: 3 clusters Score -2147548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2147548.500000 Penalty: 4794.457520
	Iteration 42Q: 3 clusters Score -2147548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2147553.000000 Penalty: 4794.457520
	Iteration 43Q: 3 clusters Score -2147553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2147553.500000 Penalty: 4794.457520
	Iteration 44Q: 3 clusters Score -2147554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2147552.750000 Penalty: 4794.457520
	Iteration 45Q: 3 clusters Score -2147553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2147553.000000 Penalty: 4794.457520
	Iteration 46Q: 3 clusters Score -2147553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2147553.000000 Penalty: 4794.457520
	Iteration 47F: 3 clusters Score -2147553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -40659.921875 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -40659.92 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 199 members 
Entering Unmasked Estep 
Score: -39442.781250 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -39442.78 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40035.300781 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -40035.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40532.781250 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -40532.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41152.902344 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -41152.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -41332.621094 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -41332.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41362.511719 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -41362.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -41370.804688 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -41370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -41370.804688 Penalty: 2994.783936
	Iteration 7F: 3 clusters Score -41370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 124887 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 112 members 
Entering Unmasked Estep 
Score: -62769748.000000 Penalty: 77813.773438
Splitting cluster 19 changes total score from -62770792.000000 to -62769748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (124887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Entering Unmasked Estep 
Score: -16776731.000000 Penalty: 2910.320801
	Iteration 0F: 2 clusters Score -1.677673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -16695872.000000 Penalty: 5820.641602
	Iteration 0F: 3 clusters Score -1.669587e+07 nChanged 59535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -16731214.000000 Penalty: 5820.641602
	Iteration 1F: 3 clusters Score -1.673121e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -16732663.000000 Penalty: 5820.641602
	Iteration 2Q: 3 clusters Score -1.673266e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -16734548.000000 Penalty: 5820.641602
	Iteration 3Q: 3 clusters Score -1.673455e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -16737007.000000 Penalty: 5820.641602
	Iteration 4Q: 3 clusters Score -1.673701e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -16739942.000000 Penalty: 5820.641602
	Iteration 5F: 3 clusters Score -1.673994e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -16743815.000000 Penalty: 5820.641602
	Iteration 6F: 3 clusters Score -1.674382e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -16748669.000000 Penalty: 5820.641602
	Iteration 7F: 3 clusters Score -1.674867e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -16753845.000000 Penalty: 5820.641602
	Iteration 8F: 3 clusters Score -1.675384e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -16757619.000000 Penalty: 5820.641602
	Iteration 9F: 3 clusters Score -1.675762e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -16759463.000000 Penalty: 5820.641602
	Iteration 10Q: 3 clusters Score -1.675946e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -16760253.000000 Penalty: 5820.641602
	Iteration 11Q: 3 clusters Score -1.676025e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -16760838.000000 Penalty: 5820.641602
	Iteration 12Q: 3 clusters Score -1.676084e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -16761221.000000 Penalty: 5820.641602
	Iteration 13Q: 3 clusters Score -1.676122e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -16761561.000000 Penalty: 5820.641602
	Iteration 14Q: 3 clusters Score -1.676156e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -16761965.000000 Penalty: 5820.641602
	Iteration 15Q: 3 clusters Score -1.676196e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -16762342.000000 Penalty: 5820.641602
	Iteration 16Q: 3 clusters Score -1.676234e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -16762501.000000 Penalty: 5820.641602
	Iteration 17Q: 3 clusters Score -1.67625e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -16762886.000000 Penalty: 5820.641602
	Iteration 18Q: 3 clusters Score -1.676289e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -16763147.000000 Penalty: 5820.641602
	Iteration 19Q: 3 clusters Score -1.676315e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -16763301.000000 Penalty: 5820.641602
	Iteration 20F: 3 clusters Score -1.67633e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -16763573.000000 Penalty: 5820.641602
	Iteration 21Q: 3 clusters Score -1.676357e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -16763827.000000 Penalty: 5820.641602
	Iteration 22Q: 3 clusters Score -1.676383e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -16764024.000000 Penalty: 5820.641602
	Iteration 23Q: 3 clusters Score -1.676402e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -16764157.000000 Penalty: 5820.641602
	Iteration 24Q: 3 clusters Score -1.676416e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -16764291.000000 Penalty: 5820.641602
	Iteration 25Q: 3 clusters Score -1.676429e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -16764358.000000 Penalty: 5820.641602
	Iteration 26Q: 3 clusters Score -1.676436e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -16764403.000000 Penalty: 5820.641602
	Iteration 27Q: 3 clusters Score -1.67644e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -16764462.000000 Penalty: 5820.641602
	Iteration 28Q: 3 clusters Score -1.676446e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -16764501.000000 Penalty: 5820.641602
	Iteration 29Q: 3 clusters Score -1.67645e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -16764579.000000 Penalty: 5820.641602
	Iteration 30Q: 3 clusters Score -1.676458e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -16764709.000000 Penalty: 5820.641602
	Iteration 31Q: 3 clusters Score -1.676471e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -16764766.000000 Penalty: 5820.641602
	Iteration 32Q: 3 clusters Score -1.676477e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -16764879.000000 Penalty: 5820.641602
	Iteration 33Q: 3 clusters Score -1.676488e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -16764962.000000 Penalty: 5820.641602
	Iteration 34Q: 3 clusters Score -1.676496e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -16765051.000000 Penalty: 5820.641602
	Iteration 35Q: 3 clusters Score -1.676505e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -16765168.000000 Penalty: 5820.641602
	Iteration 36Q: 3 clusters Score -1.676517e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -16765348.000000 Penalty: 5820.641602
	Iteration 37Q: 3 clusters Score -1.676535e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -16765449.000000 Penalty: 5820.641602
	Iteration 38Q: 3 clusters Score -1.676545e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -16765493.000000 Penalty: 5820.641602
	Iteration 39Q: 3 clusters Score -1.676549e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -16765645.000000 Penalty: 5820.641602
	Iteration 40F: 3 clusters Score -1.676564e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -16765775.000000 Penalty: 5820.641602
	Iteration 41Q: 3 clusters Score -1.676578e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -16765894.000000 Penalty: 5820.641602
	Iteration 42Q: 3 clusters Score -1.676589e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -16765956.000000 Penalty: 5820.641602
	Iteration 43Q: 3 clusters Score -1.676596e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -16766039.000000 Penalty: 5820.641602
	Iteration 44Q: 3 clusters Score -1.676604e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -16766141.000000 Penalty: 5820.641602
	Iteration 45Q: 3 clusters Score -1.676614e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -16766287.000000 Penalty: 5820.641602
	Iteration 46Q: 3 clusters Score -1.676629e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -16766311.000000 Penalty: 5820.641602
	Iteration 47Q: 3 clusters Score -1.676631e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -16766479.000000 Penalty: 5820.641602
	Iteration 48Q: 3 clusters Score -1.676648e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -16766548.000000 Penalty: 5820.641602
	Iteration 49Q: 3 clusters Score -1.676655e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -16766710.000000 Penalty: 5820.641602
	Iteration 50Q: 3 clusters Score -1.676671e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -16766796.000000 Penalty: 5820.641602
	Iteration 51Q: 3 clusters Score -1.67668e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -16766961.000000 Penalty: 5820.641602
	Iteration 52Q: 3 clusters Score -1.676696e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -16767061.000000 Penalty: 5820.641602
	Iteration 53Q: 3 clusters Score -1.676706e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -16767250.000000 Penalty: 5820.641602
	Iteration 54Q: 3 clusters Score -1.676725e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -16767432.000000 Penalty: 5820.641602
	Iteration 55Q: 3 clusters Score -1.676743e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -16767620.000000 Penalty: 5820.641602
	Iteration 56Q: 3 clusters Score -1.676762e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -16767876.000000 Penalty: 5820.641602
	Iteration 57Q: 3 clusters Score -1.676788e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -16768056.000000 Penalty: 5820.641602
	Iteration 58Q: 3 clusters Score -1.676806e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -16768254.000000 Penalty: 5820.641602
	Iteration 59Q: 3 clusters Score -1.676825e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -16768508.000000 Penalty: 5820.641602
	Iteration 60F: 3 clusters Score -1.676851e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -16768883.000000 Penalty: 5820.641602
	Iteration 61Q: 3 clusters Score -1.676888e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -16769361.000000 Penalty: 5820.641602
	Iteration 62Q: 3 clusters Score -1.676936e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -16769618.000000 Penalty: 5820.641602
	Iteration 63Q: 3 clusters Score -1.676962e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -16769789.000000 Penalty: 5820.641602
	Iteration 64Q: 3 clusters Score -1.676979e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -16770030.000000 Penalty: 5820.641602
	Iteration 65Q: 3 clusters Score -1.677003e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -16770147.000000 Penalty: 5820.641602
	Iteration 66Q: 3 clusters Score -1.677015e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -16770305.000000 Penalty: 5820.641602
	Iteration 67Q: 3 clusters Score -1.67703e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -16770427.000000 Penalty: 5820.641602
	Iteration 68Q: 3 clusters Score -1.677043e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -16770507.000000 Penalty: 5820.641602
	Iteration 69Q: 3 clusters Score -1.677051e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106475 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -16770633.000000 Penalty: 5820.641602
	Iteration 70Q: 3 clusters Score -1.677063e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -16770787.000000 Penalty: 5820.641602
	Iteration 71Q: 3 clusters Score -1.677079e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -16770848.000000 Penalty: 5820.641602
	Iteration 72Q: 3 clusters Score -1.677085e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -16770888.000000 Penalty: 5820.641602
	Iteration 73Q: 3 clusters Score -1.677089e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -16771004.000000 Penalty: 5820.641602
	Iteration 74Q: 3 clusters Score -1.6771e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -16771029.000000 Penalty: 5820.641602
	Iteration 75Q: 3 clusters Score -1.677103e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -16771091.000000 Penalty: 5820.641602
	Iteration 76Q: 3 clusters Score -1.677109e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -16771135.000000 Penalty: 5820.641602
	Iteration 77Q: 3 clusters Score -1.677114e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -16771196.000000 Penalty: 5820.641602
	Iteration 78Q: 3 clusters Score -1.67712e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -16771239.000000 Penalty: 5820.641602
	Iteration 79Q: 3 clusters Score -1.677124e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -16771280.000000 Penalty: 5820.641602
	Iteration 80F: 3 clusters Score -1.677128e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -16771343.000000 Penalty: 5820.641602
	Iteration 81Q: 3 clusters Score -1.677134e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111647 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -16771388.000000 Penalty: 5820.641602
	Iteration 82Q: 3 clusters Score -1.677139e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -16771404.000000 Penalty: 5820.641602
	Iteration 83Q: 3 clusters Score -1.67714e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -16771430.000000 Penalty: 5820.641602
	Iteration 84Q: 3 clusters Score -1.677143e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -16771514.000000 Penalty: 5820.641602
	Iteration 85Q: 3 clusters Score -1.677151e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -16771557.000000 Penalty: 5820.641602
	Iteration 86Q: 3 clusters Score -1.677156e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -16771559.000000 Penalty: 5820.641602
	Iteration 87Q: 3 clusters Score -1.677156e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113110 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -16771616.000000 Penalty: 5820.641602
	Iteration 88Q: 3 clusters Score -1.677162e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -16771631.000000 Penalty: 5820.641602
	Iteration 89Q: 3 clusters Score -1.677163e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -16771684.000000 Penalty: 5820.641602
	Iteration 90Q: 3 clusters Score -1.677168e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -16771700.000000 Penalty: 5820.641602
	Iteration 91Q: 3 clusters Score -1.67717e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -16771736.000000 Penalty: 5820.641602
	Iteration 92Q: 3 clusters Score -1.677174e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -16771804.000000 Penalty: 5820.641602
	Iteration 93Q: 3 clusters Score -1.67718e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -16771835.000000 Penalty: 5820.641602
	Iteration 94Q: 3 clusters Score -1.677184e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -16771855.000000 Penalty: 5820.641602
	Iteration 95Q: 3 clusters Score -1.677186e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -16771870.000000 Penalty: 5820.641602
	Iteration 96Q: 3 clusters Score -1.677187e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -16771913.000000 Penalty: 5820.641602
	Iteration 97Q: 3 clusters Score -1.677191e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -16771966.000000 Penalty: 5820.641602
	Iteration 98Q: 3 clusters Score -1.677197e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -16771982.000000 Penalty: 5820.641602
	Iteration 99Q: 3 clusters Score -1.677198e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -16772002.000000 Penalty: 5820.641602
	Iteration 100F: 3 clusters Score -1.6772e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -16772026.000000 Penalty: 5820.641602
	Iteration 101Q: 3 clusters Score -1.677203e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -16772069.000000 Penalty: 5820.641602
	Iteration 102Q: 3 clusters Score -1.677207e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -16772053.000000 Penalty: 5820.641602
	Iteration 103Q: 3 clusters Score -1.677205e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -16772045.000000 Penalty: 5820.641602
	Iteration 104Q: 3 clusters Score -1.677204e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115657 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -16772054.000000 Penalty: 5820.641602
	Iteration 105Q: 3 clusters Score -1.677205e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -16772086.000000 Penalty: 5820.641602
	Iteration 106Q: 3 clusters Score -1.677209e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -16772143.000000 Penalty: 5820.641602
	Iteration 107Q: 3 clusters Score -1.677214e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -16772193.000000 Penalty: 5820.641602
	Iteration 108Q: 3 clusters Score -1.677219e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -16772252.000000 Penalty: 5820.641602
	Iteration 109Q: 3 clusters Score -1.677225e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -16772246.000000 Penalty: 5820.641602
	Iteration 110Q: 3 clusters Score -1.677225e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -16772291.000000 Penalty: 5820.641602
	Iteration 111Q: 3 clusters Score -1.677229e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116890 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -16772328.000000 Penalty: 5820.641602
	Iteration 112Q: 3 clusters Score -1.677233e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -16772373.000000 Penalty: 5820.641602
	Iteration 113Q: 3 clusters Score -1.677237e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -16772437.000000 Penalty: 5820.641602
	Iteration 114Q: 3 clusters Score -1.677244e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -16772463.000000 Penalty: 5820.641602
	Iteration 115Q: 3 clusters Score -1.677246e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -16772481.000000 Penalty: 5820.641602
	Iteration 116Q: 3 clusters Score -1.677248e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117536 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -16772466.000000 Penalty: 5820.641602
	Iteration 117Q: 3 clusters Score -1.677247e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117645 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -16772490.000000 Penalty: 5820.641602
	Iteration 118Q: 3 clusters Score -1.677249e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -16772524.000000 Penalty: 5820.641602
	Iteration 119Q: 3 clusters Score -1.677252e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -16772554.000000 Penalty: 5820.641602
	Iteration 120F: 3 clusters Score -1.677255e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -16772566.000000 Penalty: 5820.641602
	Iteration 121Q: 3 clusters Score -1.677257e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -16772593.000000 Penalty: 5820.641602
	Iteration 122Q: 3 clusters Score -1.677259e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -16772639.000000 Penalty: 5820.641602
	Iteration 123Q: 3 clusters Score -1.677264e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118267 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -16772674.000000 Penalty: 5820.641602
	Iteration 124Q: 3 clusters Score -1.677267e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -16772706.000000 Penalty: 5820.641602
	Iteration 125Q: 3 clusters Score -1.677271e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -16772740.000000 Penalty: 5820.641602
	Iteration 126Q: 3 clusters Score -1.677274e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -16772770.000000 Penalty: 5820.641602
	Iteration 127Q: 3 clusters Score -1.677277e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -16772803.000000 Penalty: 5820.641602
	Iteration 128Q: 3 clusters Score -1.67728e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -16772840.000000 Penalty: 5820.641602
	Iteration 129Q: 3 clusters Score -1.677284e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -16772863.000000 Penalty: 5820.641602
	Iteration 130Q: 3 clusters Score -1.677286e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -16772881.000000 Penalty: 5820.641602
	Iteration 131Q: 3 clusters Score -1.677288e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -16772901.000000 Penalty: 5820.641602
	Iteration 132Q: 3 clusters Score -1.67729e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -16772936.000000 Penalty: 5820.641602
	Iteration 133Q: 3 clusters Score -1.677294e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -16772952.000000 Penalty: 5820.641602
	Iteration 134Q: 3 clusters Score -1.677295e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -16772953.000000 Penalty: 5820.641602
	Iteration 135Q: 3 clusters Score -1.677295e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -16772966.000000 Penalty: 5820.641602
	Iteration 136Q: 3 clusters Score -1.677297e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -16773004.000000 Penalty: 5820.641602
	Iteration 137Q: 3 clusters Score -1.6773e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -16773037.000000 Penalty: 5820.641602
	Iteration 138Q: 3 clusters Score -1.677304e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -16773036.000000 Penalty: 5820.641602
	Iteration 139Q: 3 clusters Score -1.677304e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -16773049.000000 Penalty: 5820.641602
	Iteration 140F: 3 clusters Score -1.677305e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -16773073.000000 Penalty: 5820.641602
	Iteration 141Q: 3 clusters Score -1.677307e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -16773102.000000 Penalty: 5820.641602
	Iteration 142Q: 3 clusters Score -1.67731e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -16773139.000000 Penalty: 5820.641602
	Iteration 143Q: 3 clusters Score -1.677314e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -16773167.000000 Penalty: 5820.641602
	Iteration 144Q: 3 clusters Score -1.677317e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120188 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -16773158.000000 Penalty: 5820.641602
	Iteration 145Q: 3 clusters Score -1.677316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -16773177.000000 Penalty: 5820.641602
	Iteration 146Q: 3 clusters Score -1.677318e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -16773207.000000 Penalty: 5820.641602
	Iteration 147Q: 3 clusters Score -1.677321e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -16773243.000000 Penalty: 5820.641602
	Iteration 148Q: 3 clusters Score -1.677324e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -16773273.000000 Penalty: 5820.641602
	Iteration 149Q: 3 clusters Score -1.677327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -16773323.000000 Penalty: 5820.641602
	Iteration 150Q: 3 clusters Score -1.677332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -16773327.000000 Penalty: 5820.641602
	Iteration 151Q: 3 clusters Score -1.677333e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -16773330.000000 Penalty: 5820.641602
	Iteration 152Q: 3 clusters Score -1.677333e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120667 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -16773321.000000 Penalty: 5820.641602
	Iteration 153Q: 3 clusters Score -1.677332e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120715 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -16773324.000000 Penalty: 5820.641602
	Iteration 154Q: 3 clusters Score -1.677332e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -16773342.000000 Penalty: 5820.641602
	Iteration 155Q: 3 clusters Score -1.677334e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -16773390.000000 Penalty: 5820.641602
	Iteration 156Q: 3 clusters Score -1.677339e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -16773369.000000 Penalty: 5820.641602
	Iteration 157Q: 3 clusters Score -1.677337e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -16773384.000000 Penalty: 5820.641602
	Iteration 158Q: 3 clusters Score -1.677338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120990 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -16773408.000000 Penalty: 5820.641602
	Iteration 159Q: 3 clusters Score -1.677341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -16773388.000000 Penalty: 5820.641602
	Iteration 160F: 3 clusters Score -1.677339e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -16773397.000000 Penalty: 5820.641602
	Iteration 161Q: 3 clusters Score -1.67734e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121135 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -16773426.000000 Penalty: 5820.641602
	Iteration 162Q: 3 clusters Score -1.677343e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -16773477.000000 Penalty: 5820.641602
	Iteration 163Q: 3 clusters Score -1.677348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -16773480.000000 Penalty: 5820.641602
	Iteration 164Q: 3 clusters Score -1.677348e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -16773472.000000 Penalty: 5820.641602
	Iteration 165Q: 3 clusters Score -1.677347e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16773487.000000 Penalty: 5820.641602
	Iteration 166Q: 3 clusters Score -1.677349e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121372 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -16773534.000000 Penalty: 5820.641602
	Iteration 167Q: 3 clusters Score -1.677353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121422 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -16773543.000000 Penalty: 5820.641602
	Iteration 168Q: 3 clusters Score -1.677354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -16773566.000000 Penalty: 5820.641602
	Iteration 169Q: 3 clusters Score -1.677357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121518 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -16773573.000000 Penalty: 5820.641602
	Iteration 170Q: 3 clusters Score -1.677357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -16773587.000000 Penalty: 5820.641602
	Iteration 171Q: 3 clusters Score -1.677359e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121590 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -16773604.000000 Penalty: 5820.641602
	Iteration 172Q: 3 clusters Score -1.67736e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -16773629.000000 Penalty: 5820.641602
	Iteration 173Q: 3 clusters Score -1.677363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -16773672.000000 Penalty: 5820.641602
	Iteration 174Q: 3 clusters Score -1.677367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121724 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -16773684.000000 Penalty: 5820.641602
	Iteration 175Q: 3 clusters Score -1.677368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -16773722.000000 Penalty: 5820.641602
	Iteration 176Q: 3 clusters Score -1.677372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121826 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -16773746.000000 Penalty: 5820.641602
	Iteration 177Q: 3 clusters Score -1.677375e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -16773779.000000 Penalty: 5820.641602
	Iteration 178Q: 3 clusters Score -1.677378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121919 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -16773783.000000 Penalty: 5820.641602
	Iteration 179Q: 3 clusters Score -1.677378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -16773769.000000 Penalty: 5820.641602
	Iteration 180F: 3 clusters Score -1.677377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -16773773.000000 Penalty: 5820.641602
	Iteration 181Q: 3 clusters Score -1.677377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -16773777.000000 Penalty: 5820.641602
	Iteration 182Q: 3 clusters Score -1.677378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122067 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -16773770.000000 Penalty: 5820.641602
	Iteration 183Q: 3 clusters Score -1.677377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -16773779.000000 Penalty: 5820.641602
	Iteration 184Q: 3 clusters Score -1.677378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16773792.000000 Penalty: 5820.641602
	Iteration 185Q: 3 clusters Score -1.677379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -16773796.000000 Penalty: 5820.641602
	Iteration 186Q: 3 clusters Score -1.67738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122159 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -16773798.000000 Penalty: 5820.641602
	Iteration 187Q: 3 clusters Score -1.67738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -16773804.000000 Penalty: 5820.641602
	Iteration 188Q: 3 clusters Score -1.67738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122200 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -16773838.000000 Penalty: 5820.641602
	Iteration 189Q: 3 clusters Score -1.677384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122221 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -16773827.000000 Penalty: 5820.641602
	Iteration 190Q: 3 clusters Score -1.677383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -16773828.000000 Penalty: 5820.641602
	Iteration 191Q: 3 clusters Score -1.677383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -16773832.000000 Penalty: 5820.641602
	Iteration 192Q: 3 clusters Score -1.677383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -16773863.000000 Penalty: 5820.641602
	Iteration 193Q: 3 clusters Score -1.677386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122316 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -16773896.000000 Penalty: 5820.641602
	Iteration 194Q: 3 clusters Score -1.67739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -16773890.000000 Penalty: 5820.641602
	Iteration 195Q: 3 clusters Score -1.677389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -16773879.000000 Penalty: 5820.641602
	Iteration 196Q: 3 clusters Score -1.677388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -16773893.000000 Penalty: 5820.641602
	Iteration 197Q: 3 clusters Score -1.677389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -16773901.000000 Penalty: 5820.641602
	Iteration 198Q: 3 clusters Score -1.67739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -16773898.000000 Penalty: 5820.641602
	Iteration 199Q: 3 clusters Score -1.67739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -16773903.000000 Penalty: 5820.641602
	Iteration 200F: 3 clusters Score -1.67739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -16773903.000000 Penalty: 5820.641602
	Iteration 201Q: 3 clusters Score -1.67739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122436 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -16773904.000000 Penalty: 5820.641602
	Iteration 202Q: 3 clusters Score -1.67739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122455 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -16773925.000000 Penalty: 5820.641602
	Iteration 203Q: 3 clusters Score -1.677392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16773921.000000 Penalty: 5820.641602
	Iteration 204Q: 3 clusters Score -1.677392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -16773933.000000 Penalty: 5820.641602
	Iteration 205Q: 3 clusters Score -1.677393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -16773936.000000 Penalty: 5820.641602
	Iteration 206Q: 3 clusters Score -1.677394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122512 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -16773940.000000 Penalty: 5820.641602
	Iteration 207Q: 3 clusters Score -1.677394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122517 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -16773947.000000 Penalty: 5820.641602
	Iteration 208Q: 3 clusters Score -1.677395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -16773946.000000 Penalty: 5820.641602
	Iteration 209Q: 3 clusters Score -1.677395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -16773940.000000 Penalty: 5820.641602
	Iteration 210Q: 3 clusters Score -1.677394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122523 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16773940.000000 Penalty: 5820.641602
	Iteration 211Q: 3 clusters Score -1.677394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -16773947.000000 Penalty: 5820.641602
	Iteration 212Q: 3 clusters Score -1.677395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -16773941.000000 Penalty: 5820.641602
	Iteration 213Q: 3 clusters Score -1.677394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -16773941.000000 Penalty: 5820.641602
	Iteration 214F: 3 clusters Score -1.677394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -360090.437500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -360090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -356959.031250 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -356959 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357624.531250 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -357624.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357839.437500 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -357839.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -357993.250000 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -357993.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -358102.531250 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -358102.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -358213.718750 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -358213.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -358302.937500 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -358302.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -358376.187500 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -358376.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -358450.000000 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -358450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -358511.718750 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -358511.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -358558.156250 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -358558.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -358616.250000 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -358616.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -358696.062500 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -358696.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -358783.156250 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -358783.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -358858.718750 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -358858.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -358938.031250 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -358938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -359002.625000 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -359002.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -359053.312500 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -359053.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -359082.843750 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -359082.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -359111.812500 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -359111.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -359135.656250 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -359135.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -359155.500000 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -359155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -359176.593750 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -359176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -359193.968750 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -359194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -359212.593750 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -359212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -359222.875000 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -359222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -359231.500000 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -359231.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -359240.468750 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -359240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -359244.437500 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -359244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -359249.031250 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -359249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -359253.625000 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -359253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -359256.093750 Penalty: 3946.412354
	Iteration 31Q: 3 clusters Score -359256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -359259.843750 Penalty: 3946.412354
	Iteration 32Q: 3 clusters Score -359259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -359265.000000 Penalty: 3946.412354
	Iteration 33Q: 3 clusters Score -359265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -359267.187500 Penalty: 3946.412354
	Iteration 34Q: 3 clusters Score -359267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -359267.187500 Penalty: 3946.412354
	Iteration 35F: 3 clusters Score -359267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -59101.691406 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -59101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57530.753906 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -57530.75 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57794.839844 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -57794.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57961.199219 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -57961.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58112.031250 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -58112.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58384.664062 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -58384.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58489.648438 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -58489.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58611.199219 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -58611.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58682.578125 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -58682.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58720.597656 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -58720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58733.328125 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -58733.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58749.460938 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -58749.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58757.679688 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -58757.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58761.914062 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -58761.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58761.914062 Penalty: 3105.699951
	Iteration 13F: 3 clusters Score -58761.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -574806.375000 Penalty: 2071.433594
	Iteration 0F: 2 clusters Score -574806.4 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 2112 members 
Entering Unmasked Estep 
Score: -570740.812500 Penalty: 4142.867188
	Iteration 0F: 3 clusters Score -570740.8 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -571688.500000 Penalty: 4142.867188
	Iteration 1F: 3 clusters Score -571688.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -571903.250000 Penalty: 4142.867188
	Iteration 2F: 3 clusters Score -571903.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -572013.062500 Penalty: 4142.867188
	Iteration 3Q: 3 clusters Score -572013.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -572105.437500 Penalty: 4142.867188
	Iteration 4Q: 3 clusters Score -572105.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -572181.875000 Penalty: 4142.867188
	Iteration 5Q: 3 clusters Score -572181.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -572249.062500 Penalty: 4142.867188
	Iteration 6Q: 3 clusters Score -572249.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -572318.625000 Penalty: 4142.867188
	Iteration 7Q: 3 clusters Score -572318.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -572394.437500 Penalty: 4142.867188
	Iteration 8Q: 3 clusters Score -572394.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -572489.062500 Penalty: 4142.867188
	Iteration 9Q: 3 clusters Score -572489.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -572565.625000 Penalty: 4142.867188
	Iteration 10Q: 3 clusters Score -572565.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -572632.312500 Penalty: 4142.867188
	Iteration 11Q: 3 clusters Score -572632.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -572694.875000 Penalty: 4142.867188
	Iteration 12Q: 3 clusters Score -572694.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -572759.125000 Penalty: 4142.867188
	Iteration 13Q: 3 clusters Score -572759.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -572832.750000 Penalty: 4142.867188
	Iteration 14Q: 3 clusters Score -572832.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -572905.562500 Penalty: 4142.867188
	Iteration 15Q: 3 clusters Score -572905.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -572992.687500 Penalty: 4142.867188
	Iteration 16Q: 3 clusters Score -572992.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -573083.625000 Penalty: 4142.867188
	Iteration 17Q: 3 clusters Score -573083.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -573154.625000 Penalty: 4142.867188
	Iteration 18Q: 3 clusters Score -573154.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -573217.000000 Penalty: 4142.867188
	Iteration 19Q: 3 clusters Score -573217 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -573275.375000 Penalty: 4142.867188
	Iteration 20F: 3 clusters Score -573275.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -573326.562500 Penalty: 4142.867188
	Iteration 21Q: 3 clusters Score -573326.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -573368.125000 Penalty: 4142.867188
	Iteration 22Q: 3 clusters Score -573368.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -573390.125000 Penalty: 4142.867188
	Iteration 23Q: 3 clusters Score -573390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -573405.812500 Penalty: 4142.867188
	Iteration 24Q: 3 clusters Score -573405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -573417.125000 Penalty: 4142.867188
	Iteration 25Q: 3 clusters Score -573417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -573424.562500 Penalty: 4142.867188
	Iteration 26Q: 3 clusters Score -573424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -573432.562500 Penalty: 4142.867188
	Iteration 27Q: 3 clusters Score -573432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -573435.562500 Penalty: 4142.867188
	Iteration 28Q: 3 clusters Score -573435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -573439.125000 Penalty: 4142.867188
	Iteration 29Q: 3 clusters Score -573439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -573443.125000 Penalty: 4142.867188
	Iteration 30Q: 3 clusters Score -573443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -573445.562500 Penalty: 4142.867188
	Iteration 31Q: 3 clusters Score -573445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -573450.062500 Penalty: 4142.867188
	Iteration 32Q: 3 clusters Score -573450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -573455.750000 Penalty: 4142.867188
	Iteration 33Q: 3 clusters Score -573455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -573458.312500 Penalty: 4142.867188
	Iteration 34Q: 3 clusters Score -573458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -573459.500000 Penalty: 4142.867188
	Iteration 35Q: 3 clusters Score -573459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -573460.062500 Penalty: 4142.867188
	Iteration 36Q: 3 clusters Score -573460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -573460.875000 Penalty: 4142.867188
	Iteration 37Q: 3 clusters Score -573460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -573460.875000 Penalty: 4142.867188
	Iteration 38F: 3 clusters Score -573460.9 nChanged 0
--- Evaluating fit on full set of 1428540 points ---
Entering Unmasked Estep 
Score: -187833120.000000 Penalty: 80838.015625
24->24 Clusters: Score -187833120.000000, best is -188057168.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 476180 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 20008 members 
Mstep: Class 3 contains 19818 members 
Mstep: Class 4 contains 19896 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 19899 members 
Mstep: Class 7 contains 19756 members 
Mstep: Class 8 contains 19932 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 19637 members 
Mstep: Class 11 contains 19752 members 
Mstep: Class 12 contains 19628 members 
Mstep: Class 13 contains 20044 members 
Mstep: Class 14 contains 19795 members 
Mstep: Class 15 contains 19833 members 
Mstep: Class 16 contains 19581 members 
Mstep: Class 17 contains 19959 members 
Mstep: Class 18 contains 19985 members 
Mstep: Class 19 contains 19755 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 19741 members 
Mstep: Class 22 contains 19896 members 
Mstep: Class 23 contains 19695 members 
Mstep: Class 24 contains 19593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 101.932816 but Gain 3242.234375
Score: -59725648.000000 Penalty: 74571.539062
Iteration 0F: 24 clusters Score -5.972565e+07 nChanged 455175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2240 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 8774 members 
Mstep: Class 3 contains 17736 members 
Mstep: Class 4 contains 13270 members 
Mstep: Class 5 contains 14931 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 18610 members 
Mstep: Class 13 contains 186874 members 
Mstep: Class 14 contains 16157 members 
Mstep: Class 15 contains 47941 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 6269 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 10266 members 
Mstep: Class 21 contains 12552 members 
Mstep: Class 22 contains 12997 members 
Mstep: Class 23 contains 23444 members 
Mstep: Class 24 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2234.240723 but Gain 3242.242188
Score: -61916760.000000 Penalty: 71329.296875
Iteration 1F: 23 clusters Score -6.191676e+07 nChanged 173036
Entering Unmasked Mstep 
Mstep: Class 0 contains 2184 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 8 contains 6345 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 5888 members 
Mstep: Class 12 contains 11113 members 
Mstep: Class 13 contains 271106 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 42444 members 
Mstep: Class 16 contains 1923 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 16282 members 
Mstep: Class 24 contains 5887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1362.466187 but Gain 3242.242188
Score: -62146532.000000 Penalty: 68087.054688
Iteration 2F: 22 clusters Score -6.214653e+07 nChanged 101140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2138 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 9762 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 12489 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 303156 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 37345 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 21 contains 3590 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 10975 members 
Mstep: Class 24 contains 3992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2051.249756 but Gain 3242.242188
Score: -62245668.000000 Penalty: 64844.812500
Iteration 3F: 21 clusters Score -6.224567e+07 nChanged 62356
Entering Unmasked Mstep 
Mstep: Class 0 contains 1969 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 7 contains 3287 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 302454 members 
Mstep: Class 14 contains 14697 members 
Mstep: Class 15 contains 37253 members 
Mstep: Class 16 contains 898 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 23 contains 8356 members 
Mstep: Class 24 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1713.975830 but Gain 3242.238281
Score: -62380932.000000 Penalty: 61602.574219
Iteration 4F: 20 clusters Score -6.238093e+07 nChanged 44047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1043 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 7 contains 4095 members 
Mstep: Class 8 contains 14862 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 13 contains 295939 members 
Mstep: Class 14 contains 16847 members 
Mstep: Class 15 contains 39569 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 2171 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 23 contains 6592 members 
Mstep: Class 24 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1952.986938 but Gain 3242.242188
Score: -62513088.000000 Penalty: 58360.332031
Iteration 5F: 19 clusters Score -6.251309e+07 nChanged 32016
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 3 contains 3457 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 16749 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 20242 members 
Mstep: Class 12 contains 2230 members 
Mstep: Class 13 contains 288922 members 
Mstep: Class 14 contains 17824 members 
Mstep: Class 15 contains 43644 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 23 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2148.660400 but Gain 3242.242188
Score: -62579568.000000 Penalty: 55118.089844
Iteration 6F: 18 clusters Score -6.257957e+07 nChanged 24799
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 17757 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 21068 members 
Mstep: Class 13 contains 282950 members 
Mstep: Class 14 contains 18253 members 
Mstep: Class 15 contains 48943 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 23 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62606748.000000 Penalty: 55118.089844
Iteration 7F: 18 clusters Score -6.260675e+07 nChanged 18937
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 7 contains 5165 members 
Mstep: Class 8 contains 18082 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 21683 members 
Mstep: Class 13 contains 277377 members 
Mstep: Class 14 contains 18535 members 
Mstep: Class 15 contains 54164 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 23 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624912.000000 Penalty: 55118.089844
Iteration 8Q: 18 clusters Score -6.262491e+07 nChanged 16079
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 7 contains 5034 members 
Mstep: Class 8 contains 17918 members 
Mstep: Class 9 contains 1378 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 22055 members 
Mstep: Class 13 contains 272478 members 
Mstep: Class 14 contains 18786 members 
Mstep: Class 15 contains 59795 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 7946 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 3409 members 
Mstep: Class 23 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2923.520752 but Gain 3242.238281
Score: -62639480.000000 Penalty: 51875.851562
Iteration 9Q: 17 clusters Score -6.263948e+07 nChanged 16090
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 8 contains 17461 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 13 contains 269029 members 
Mstep: Class 14 contains 18966 members 
Mstep: Class 15 contains 66260 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3191.513916 but Gain 3242.242188
Score: -62654864.000000 Penalty: 48633.609375
Iteration 10Q: 16 clusters Score -6.265486e+07 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 13 contains 265343 members 
Mstep: Class 14 contains 19137 members 
Mstep: Class 15 contains 72409 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 17 contains 7999 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62668596.000000 Penalty: 48633.609375
Iteration 11Q: 16 clusters Score -6.26686e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 7 contains 4345 members 
Mstep: Class 8 contains 15721 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 13 contains 261248 members 
Mstep: Class 14 contains 19240 members 
Mstep: Class 15 contains 78183 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 17 contains 8011 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62679840.000000 Penalty: 48633.609375
Iteration 12Q: 16 clusters Score -6.267984e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 7 contains 4123 members 
Mstep: Class 8 contains 14408 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 22486 members 
Mstep: Class 13 contains 257598 members 
Mstep: Class 14 contains 19352 members 
Mstep: Class 15 contains 83813 members 
Mstep: Class 16 contains 992 members 
Mstep: Class 17 contains 8076 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62688856.000000 Penalty: 48633.609375
Iteration 13Q: 16 clusters Score -6.268886e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 12957 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 13 contains 254031 members 
Mstep: Class 14 contains 19493 members 
Mstep: Class 15 contains 89505 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62696472.000000 Penalty: 48633.609375
Iteration 14Q: 16 clusters Score -6.269647e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 11538 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 22278 members 
Mstep: Class 13 contains 250417 members 
Mstep: Class 14 contains 19654 members 
Mstep: Class 15 contains 95235 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62701656.000000 Penalty: 48633.609375
Iteration 15Q: 16 clusters Score -6.270166e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 10273 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 22164 members 
Mstep: Class 13 contains 246513 members 
Mstep: Class 14 contains 19863 members 
Mstep: Class 15 contains 100982 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 8383 members 
Mstep: Class 18 contains 5738 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62707180.000000 Penalty: 48633.609375
Iteration 16Q: 16 clusters Score -6.270718e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 22076 members 
Mstep: Class 13 contains 242293 members 
Mstep: Class 14 contains 20126 members 
Mstep: Class 15 contains 106703 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 8535 members 
Mstep: Class 18 contains 5943 members 
Mstep: Class 20 contains 4875 members 
Mstep: Class 21 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62712528.000000 Penalty: 48633.609375
Iteration 17Q: 16 clusters Score -6.271253e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 8282 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 22000 members 
Mstep: Class 13 contains 237842 members 
Mstep: Class 14 contains 20420 members 
Mstep: Class 15 contains 112221 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62717240.000000 Penalty: 48633.609375
Iteration 18Q: 16 clusters Score -6.271724e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 1791 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 21929 members 
Mstep: Class 13 contains 233265 members 
Mstep: Class 14 contains 20701 members 
Mstep: Class 15 contains 117539 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 9000 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62721420.000000 Penalty: 48633.609375
Iteration 19Q: 16 clusters Score -6.272142e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 13 contains 228834 members 
Mstep: Class 14 contains 20928 members 
Mstep: Class 15 contains 122447 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 9306 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 20 contains 5305 members 
Mstep: Class 21 contains 2331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62725860.000000 Penalty: 48633.609375
Iteration 20F: 16 clusters Score -6.272586e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 21789 members 
Mstep: Class 13 contains 224320 members 
Mstep: Class 14 contains 21103 members 
Mstep: Class 15 contains 127338 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62730536.000000 Penalty: 48633.609375
Iteration 21Q: 16 clusters Score -6.273054e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 21701 members 
Mstep: Class 13 contains 219843 members 
Mstep: Class 14 contains 21197 members 
Mstep: Class 15 contains 132202 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 10058 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62733792.000000 Penalty: 48633.609375
Iteration 22Q: 16 clusters Score -6.273379e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 4 contains 2095 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 6278 members 
Mstep: Class 9 contains 1873 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 21624 members 
Mstep: Class 13 contains 215642 members 
Mstep: Class 14 contains 21230 members 
Mstep: Class 15 contains 136701 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 10503 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62736916.000000 Penalty: 48633.609375
Iteration 23Q: 16 clusters Score -6.273692e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 6164 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21549 members 
Mstep: Class 13 contains 211636 members 
Mstep: Class 14 contains 21153 members 
Mstep: Class 15 contains 141023 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 10998 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 20 contains 5842 members 
Mstep: Class 21 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62739188.000000 Penalty: 48633.609375
Iteration 24Q: 16 clusters Score -6.273919e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21494 members 
Mstep: Class 13 contains 207648 members 
Mstep: Class 14 contains 21045 members 
Mstep: Class 15 contains 145307 members 
Mstep: Class 16 contains 960 members 
Mstep: Class 17 contains 11513 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 20 contains 5964 members 
Mstep: Class 21 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62740540.000000 Penalty: 48633.609375
Iteration 25Q: 16 clusters Score -6.274054e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 5996 members 
Mstep: Class 9 contains 1919 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 13 contains 203620 members 
Mstep: Class 14 contains 20866 members 
Mstep: Class 15 contains 149603 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 12061 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 20 contains 6085 members 
Mstep: Class 21 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741240.000000 Penalty: 48633.609375
Iteration 26Q: 16 clusters Score -6.274124e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21379 members 
Mstep: Class 13 contains 199595 members 
Mstep: Class 14 contains 20680 members 
Mstep: Class 15 contains 153795 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 12675 members 
Mstep: Class 18 contains 6005 members 
Mstep: Class 20 contains 6211 members 
Mstep: Class 21 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741420.000000 Penalty: 48633.609375
Iteration 27Q: 16 clusters Score -6.274142e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21311 members 
Mstep: Class 13 contains 195302 members 
Mstep: Class 14 contains 20448 members 
Mstep: Class 15 contains 158201 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 13395 members 
Mstep: Class 18 contains 5955 members 
Mstep: Class 20 contains 6326 members 
Mstep: Class 21 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741044.000000 Penalty: 48633.609375
Iteration 28Q: 16 clusters Score -6.274104e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 5928 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 13 contains 190697 members 
Mstep: Class 14 contains 20187 members 
Mstep: Class 15 contains 162828 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 14195 members 
Mstep: Class 18 contains 5888 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62740636.000000 Penalty: 48633.609375
Iteration 29Q: 16 clusters Score -6.274064e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21209 members 
Mstep: Class 13 contains 185556 members 
Mstep: Class 14 contains 19901 members 
Mstep: Class 15 contains 167868 members 
Mstep: Class 16 contains 986 members 
Mstep: Class 17 contains 15081 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741184.000000 Penalty: 48633.609375
Iteration 30Q: 16 clusters Score -6.274118e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 5880 members 
Mstep: Class 9 contains 1975 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 13 contains 180038 members 
Mstep: Class 14 contains 19602 members 
Mstep: Class 15 contains 173205 members 
Mstep: Class 16 contains 994 members 
Mstep: Class 17 contains 16051 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62742616.000000 Penalty: 48633.609375
Iteration 31Q: 16 clusters Score -6.274262e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 13 contains 174333 members 
Mstep: Class 14 contains 19191 members 
Mstep: Class 15 contains 178719 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 17197 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743148.000000 Penalty: 48633.609375
Iteration 32Q: 16 clusters Score -6.274315e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 13 contains 167989 members 
Mstep: Class 14 contains 18791 members 
Mstep: Class 15 contains 184771 members 
Mstep: Class 16 contains 1005 members 
Mstep: Class 17 contains 18470 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744048.000000 Penalty: 48633.609375
Iteration 33Q: 16 clusters Score -6.274405e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 1993 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 13 contains 160993 members 
Mstep: Class 14 contains 18307 members 
Mstep: Class 15 contains 191377 members 
Mstep: Class 16 contains 1005 members 
Mstep: Class 17 contains 19886 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 20 contains 6782 members 
Mstep: Class 21 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745228.000000 Penalty: 48633.609375
Iteration 34Q: 16 clusters Score -6.274523e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 13 contains 153747 members 
Mstep: Class 14 contains 17815 members 
Mstep: Class 15 contains 198145 members 
Mstep: Class 16 contains 1011 members 
Mstep: Class 17 contains 21520 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745520.000000 Penalty: 48633.609375
Iteration 35Q: 16 clusters Score -6.274552e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21133 members 
Mstep: Class 13 contains 147099 members 
Mstep: Class 14 contains 17385 members 
Mstep: Class 15 contains 204229 members 
Mstep: Class 16 contains 1013 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744012.000000 Penalty: 48633.609375
Iteration 36Q: 16 clusters Score -6.274401e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21123 members 
Mstep: Class 13 contains 141468 members 
Mstep: Class 14 contains 17041 members 
Mstep: Class 15 contains 209024 members 
Mstep: Class 16 contains 1014 members 
Mstep: Class 17 contains 25326 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3045.423584 but Gain 3242.238281
Score: -62742128.000000 Penalty: 45391.371094
Iteration 37Q: 15 clusters Score -6.274213e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 2017 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 21133 members 
Mstep: Class 13 contains 136969 members 
Mstep: Class 14 contains 16913 members 
Mstep: Class 15 contains 212525 members 
Mstep: Class 16 contains 1014 members 
Mstep: Class 17 contains 28669 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 1778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62741888.000000 Penalty: 45391.371094
Iteration 38Q: 15 clusters Score -6.274189e+07 nChanged 10683
Entering ConstructFrom: 
Score: -62741888.000000 Penalty: 45391.371094
Entering ConstructFrom: 
Trying to split cluster 1 (33426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Entering Unmasked Estep 
Score: -4555303.500000 Penalty: 2583.438232
	Iteration 0F: 2 clusters Score -4555304 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 16828 members 
Entering Unmasked Estep 
Score: -4532543.000000 Penalty: 5166.876465
	Iteration 0F: 3 clusters Score -4532543 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4541019.500000 Penalty: 5166.876465
	Iteration 1F: 3 clusters Score -4541020 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4541747.000000 Penalty: 5166.876465
	Iteration 2F: 3 clusters Score -4541747 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4542637.000000 Penalty: 5166.876465
	Iteration 3F: 3 clusters Score -4542637 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4543812.500000 Penalty: 5166.876465
	Iteration 4F: 3 clusters Score -4543812 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4545400.000000 Penalty: 5166.876465
	Iteration 5F: 3 clusters Score -4545400 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4547478.000000 Penalty: 5166.876465
	Iteration 6F: 3 clusters Score -4547478 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4549757.500000 Penalty: 5166.876465
	Iteration 7F: 3 clusters Score -4549758 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4551807.500000 Penalty: 5166.876465
	Iteration 8F: 3 clusters Score -4551808 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4553208.500000 Penalty: 5166.876465
	Iteration 9Q: 3 clusters Score -4553208 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4553909.500000 Penalty: 5166.876465
	Iteration 10Q: 3 clusters Score -4553910 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4554240.000000 Penalty: 5166.876465
	Iteration 11Q: 3 clusters Score -4554240 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4554388.000000 Penalty: 5166.876465
	Iteration 12Q: 3 clusters Score -4554388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4554438.500000 Penalty: 5166.876465
	Iteration 13Q: 3 clusters Score -4554438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4554453.000000 Penalty: 5166.876465
	Iteration 14Q: 3 clusters Score -4554453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4554458.500000 Penalty: 5166.876465
	Iteration 15Q: 3 clusters Score -4554458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4554472.500000 Penalty: 5166.876465
	Iteration 16Q: 3 clusters Score -4554472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4554476.500000 Penalty: 5166.876465
	Iteration 17Q: 3 clusters Score -4554476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4554476.500000 Penalty: 5166.876465
	Iteration 18Q: 3 clusters Score -4554476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4554491.500000 Penalty: 5166.876465
	Iteration 19Q: 3 clusters Score -4554492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4554493.500000 Penalty: 5166.876465
	Iteration 20F: 3 clusters Score -4554494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4554501.500000 Penalty: 5166.876465
	Iteration 21Q: 3 clusters Score -4554502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4554505.500000 Penalty: 5166.876465
	Iteration 22Q: 3 clusters Score -4554506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4554503.000000 Penalty: 5166.876465
	Iteration 23Q: 3 clusters Score -4554503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4554507.000000 Penalty: 5166.876465
	Iteration 24Q: 3 clusters Score -4554507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4554508.500000 Penalty: 5166.876465
	Iteration 25Q: 3 clusters Score -4554508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4554510.500000 Penalty: 5166.876465
	Iteration 26Q: 3 clusters Score -4554510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4554509.500000 Penalty: 5166.876465
	Iteration 27Q: 3 clusters Score -4554510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4554509.000000 Penalty: 5166.876465
	Iteration 28Q: 3 clusters Score -4554509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4554508.000000 Penalty: 5166.876465
	Iteration 29Q: 3 clusters Score -4554508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4554508.000000 Penalty: 5166.876465
	Iteration 30F: 3 clusters Score -4554508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -245826.156250 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -245826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -243237.562500 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -243237.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -243673.546875 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -243673.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -243783.390625 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -243783.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243849.562500 Penalty: 3754.428223
	Iteration 3Q: 3 clusters Score -243849.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243880.093750 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -243880.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -243901.921875 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -243901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243917.531250 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -243917.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243928.156250 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -243928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243935.546875 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -243935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -243941.468750 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -243941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -243946.734375 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -243946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243953.703125 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -243953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -243958.046875 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -243958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243962.234375 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -243962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243968.750000 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -243968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -243972.312500 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -243972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243977.703125 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -243977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -243980.812500 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -243980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -243982.109375 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -243982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243983.406250 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -243983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243984.078125 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -243984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243985.296875 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -243985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243985.296875 Penalty: 3754.428223
	Iteration 22F: 3 clusters Score -243985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -535715.250000 Penalty: 2068.492188
	Iteration 0F: 2 clusters Score -535715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -531679.500000 Penalty: 4136.984375
	Iteration 0F: 3 clusters Score -531679.5 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -532585.750000 Penalty: 4136.984375
	Iteration 1F: 3 clusters Score -532585.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -532826.500000 Penalty: 4136.984375
	Iteration 2F: 3 clusters Score -532826.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -532968.812500 Penalty: 4136.984375
	Iteration 3F: 3 clusters Score -532968.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -533077.687500 Penalty: 4136.984375
	Iteration 4Q: 3 clusters Score -533077.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -533159.062500 Penalty: 4136.984375
	Iteration 5Q: 3 clusters Score -533159.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -533227.937500 Penalty: 4136.984375
	Iteration 6Q: 3 clusters Score -533227.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -533282.187500 Penalty: 4136.984375
	Iteration 7Q: 3 clusters Score -533282.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -533330.437500 Penalty: 4136.984375
	Iteration 8Q: 3 clusters Score -533330.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -533365.875000 Penalty: 4136.984375
	Iteration 9Q: 3 clusters Score -533365.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -533384.625000 Penalty: 4136.984375
	Iteration 10Q: 3 clusters Score -533384.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -533403.000000 Penalty: 4136.984375
	Iteration 11Q: 3 clusters Score -533403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -533417.125000 Penalty: 4136.984375
	Iteration 12Q: 3 clusters Score -533417.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -533433.937500 Penalty: 4136.984375
	Iteration 13Q: 3 clusters Score -533433.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -533446.687500 Penalty: 4136.984375
	Iteration 14Q: 3 clusters Score -533446.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -533460.625000 Penalty: 4136.984375
	Iteration 15Q: 3 clusters Score -533460.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -533476.625000 Penalty: 4136.984375
	Iteration 16Q: 3 clusters Score -533476.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -533496.500000 Penalty: 4136.984375
	Iteration 17Q: 3 clusters Score -533496.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -533522.375000 Penalty: 4136.984375
	Iteration 18Q: 3 clusters Score -533522.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -533549.375000 Penalty: 4136.984375
	Iteration 19Q: 3 clusters Score -533549.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -533569.437500 Penalty: 4136.984375
	Iteration 20F: 3 clusters Score -533569.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -533591.875000 Penalty: 4136.984375
	Iteration 21Q: 3 clusters Score -533591.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -533609.000000 Penalty: 4136.984375
	Iteration 22Q: 3 clusters Score -533609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -533627.062500 Penalty: 4136.984375
	Iteration 23Q: 3 clusters Score -533627.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -533648.875000 Penalty: 4136.984375
	Iteration 24Q: 3 clusters Score -533648.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -533674.250000 Penalty: 4136.984375
	Iteration 25Q: 3 clusters Score -533674.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -533693.375000 Penalty: 4136.984375
	Iteration 26Q: 3 clusters Score -533693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -533710.250000 Penalty: 4136.984375
	Iteration 27Q: 3 clusters Score -533710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -533723.375000 Penalty: 4136.984375
	Iteration 28Q: 3 clusters Score -533723.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -533746.500000 Penalty: 4136.984375
	Iteration 29Q: 3 clusters Score -533746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -533767.000000 Penalty: 4136.984375
	Iteration 30Q: 3 clusters Score -533767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -533786.562500 Penalty: 4136.984375
	Iteration 31Q: 3 clusters Score -533786.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -533801.500000 Penalty: 4136.984375
	Iteration 32Q: 3 clusters Score -533801.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -533817.750000 Penalty: 4136.984375
	Iteration 33Q: 3 clusters Score -533817.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -533831.250000 Penalty: 4136.984375
	Iteration 34Q: 3 clusters Score -533831.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -533840.937500 Penalty: 4136.984375
	Iteration 35Q: 3 clusters Score -533840.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -533852.750000 Penalty: 4136.984375
	Iteration 36Q: 3 clusters Score -533852.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -533864.500000 Penalty: 4136.984375
	Iteration 37Q: 3 clusters Score -533864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -533877.625000 Penalty: 4136.984375
	Iteration 38Q: 3 clusters Score -533877.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -533888.937500 Penalty: 4136.984375
	Iteration 39Q: 3 clusters Score -533888.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -533900.812500 Penalty: 4136.984375
	Iteration 40F: 3 clusters Score -533900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -533910.000000 Penalty: 4136.984375
	Iteration 41Q: 3 clusters Score -533910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -533916.625000 Penalty: 4136.984375
	Iteration 42Q: 3 clusters Score -533916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -533921.625000 Penalty: 4136.984375
	Iteration 43Q: 3 clusters Score -533921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -533924.875000 Penalty: 4136.984375
	Iteration 44Q: 3 clusters Score -533924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -533929.812500 Penalty: 4136.984375
	Iteration 45Q: 3 clusters Score -533929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -533933.437500 Penalty: 4136.984375
	Iteration 46Q: 3 clusters Score -533933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -533934.437500 Penalty: 4136.984375
	Iteration 47Q: 3 clusters Score -533934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -533936.437500 Penalty: 4136.984375
	Iteration 48Q: 3 clusters Score -533936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -533937.375000 Penalty: 4136.984375
	Iteration 49Q: 3 clusters Score -533937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -533938.500000 Penalty: 4136.984375
	Iteration 50Q: 3 clusters Score -533938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -533939.125000 Penalty: 4136.984375
	Iteration 51Q: 3 clusters Score -533939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -533938.625000 Penalty: 4136.984375
	Iteration 52Q: 3 clusters Score -533938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -533938.625000 Penalty: 4136.984375
	Iteration 53F: 3 clusters Score -533938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -269648.062500 Penalty: 1888.349365
	Iteration 0F: 2 clusters Score -269648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -266991.062500 Penalty: 3776.698730
	Iteration 0F: 3 clusters Score -266991.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267429.250000 Penalty: 3776.698730
	Iteration 1F: 3 clusters Score -267429.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -267556.906250 Penalty: 3776.698730
	Iteration 2F: 3 clusters Score -267556.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267640.312500 Penalty: 3776.698730
	Iteration 3Q: 3 clusters Score -267640.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -267685.906250 Penalty: 3776.698730
	Iteration 4Q: 3 clusters Score -267685.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267719.562500 Penalty: 3776.698730
	Iteration 5Q: 3 clusters Score -267719.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -267748.906250 Penalty: 3776.698730
	Iteration 6Q: 3 clusters Score -267748.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267770.718750 Penalty: 3776.698730
	Iteration 7Q: 3 clusters Score -267770.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -267787.312500 Penalty: 3776.698730
	Iteration 8Q: 3 clusters Score -267787.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267806.375000 Penalty: 3776.698730
	Iteration 9Q: 3 clusters Score -267806.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267819.750000 Penalty: 3776.698730
	Iteration 10Q: 3 clusters Score -267819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -267828.187500 Penalty: 3776.698730
	Iteration 11Q: 3 clusters Score -267828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267839.125000 Penalty: 3776.698730
	Iteration 12Q: 3 clusters Score -267839.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267847.468750 Penalty: 3776.698730
	Iteration 13Q: 3 clusters Score -267847.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267854.531250 Penalty: 3776.698730
	Iteration 14Q: 3 clusters Score -267854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267861.625000 Penalty: 3776.698730
	Iteration 15Q: 3 clusters Score -267861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267869.937500 Penalty: 3776.698730
	Iteration 16Q: 3 clusters Score -267869.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267876.812500 Penalty: 3776.698730
	Iteration 17Q: 3 clusters Score -267876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267882.375000 Penalty: 3776.698730
	Iteration 18Q: 3 clusters Score -267882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267885.281250 Penalty: 3776.698730
	Iteration 19Q: 3 clusters Score -267885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267886.906250 Penalty: 3776.698730
	Iteration 20F: 3 clusters Score -267886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267888.437500 Penalty: 3776.698730
	Iteration 21Q: 3 clusters Score -267888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267890.656250 Penalty: 3776.698730
	Iteration 22Q: 3 clusters Score -267890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267891.906250 Penalty: 3776.698730
	Iteration 23Q: 3 clusters Score -267891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267892.312500 Penalty: 3776.698730
	Iteration 24Q: 3 clusters Score -267892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267892.312500 Penalty: 3776.698730
	Iteration 25F: 3 clusters Score -267892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -262523.781250 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -262523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -259981.750000 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -259981.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -263179.312500 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -263179.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266641.062500 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -266641.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -267867.656250 Penalty: 3899.607666
	Iteration 3F: 3 clusters Score -267867.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -268242.750000 Penalty: 3899.607666
	Iteration 4Q: 3 clusters Score -268242.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -268524.187500 Penalty: 3899.607666
	Iteration 5Q: 3 clusters Score -268524.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -268666.656250 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -268666.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -268829.156250 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -268829.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -269015.906250 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -269015.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -269107.031250 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -269107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -269152.250000 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -269152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -269157.687500 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -269157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -269187.375000 Penalty: 3899.607666
	Iteration 12F: 3 clusters Score -269187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -269261.531250 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -269261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -269277.843750 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -269277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -269297.812500 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -269297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -269303.218750 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -269303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -269306.156250 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -269306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -269309.437500 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -269309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -269314.281250 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -269314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -269319.218750 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -269319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -269319.875000 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -269319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -269319.875000 Penalty: 3899.607666
	Iteration 22F: 3 clusters Score -269319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 13 contains 133561 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 214602 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 30597 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 1764 members 
Entering Unmasked Estep 
Score: -62743792.000000 Penalty: 48633.609375
Splitting cluster 10 changes total score from -62741888.000000 to -62743792.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (21160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Entering Unmasked Estep 
Score: -2865637.250000 Penalty: 2470.047119
	Iteration 0F: 2 clusters Score -2865637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2850779.500000 Penalty: 4940.094238
	Iteration 0F: 3 clusters Score -2850780 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2855841.000000 Penalty: 4940.094238
	Iteration 1F: 3 clusters Score -2855841 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2856285.500000 Penalty: 4940.094238
	Iteration 2F: 3 clusters Score -2856286 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2856778.250000 Penalty: 4940.094238
	Iteration 3F: 3 clusters Score -2856778 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2857303.250000 Penalty: 4940.094238
	Iteration 4F: 3 clusters Score -2857303 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2857865.750000 Penalty: 4940.094238
	Iteration 5F: 3 clusters Score -2857866 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2858557.250000 Penalty: 4940.094238
	Iteration 6F: 3 clusters Score -2858557 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2859403.500000 Penalty: 4940.094238
	Iteration 7F: 3 clusters Score -2859404 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2860260.250000 Penalty: 4940.094238
	Iteration 8F: 3 clusters Score -2860260 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2861100.000000 Penalty: 4940.094238
	Iteration 9F: 3 clusters Score -2861100 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2861856.750000 Penalty: 4940.094238
	Iteration 10Q: 3 clusters Score -2861857 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2862505.250000 Penalty: 4940.094238
	Iteration 11Q: 3 clusters Score -2862505 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2862988.250000 Penalty: 4940.094238
	Iteration 12Q: 3 clusters Score -2862988 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2863343.750000 Penalty: 4940.094238
	Iteration 13Q: 3 clusters Score -2863344 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2863557.500000 Penalty: 4940.094238
	Iteration 14Q: 3 clusters Score -2863558 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2863675.250000 Penalty: 4940.094238
	Iteration 15Q: 3 clusters Score -2863675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2863765.500000 Penalty: 4940.094238
	Iteration 16Q: 3 clusters Score -2863766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2863816.750000 Penalty: 4940.094238
	Iteration 17Q: 3 clusters Score -2863817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2863850.750000 Penalty: 4940.094238
	Iteration 18Q: 3 clusters Score -2863851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2863866.750000 Penalty: 4940.094238
	Iteration 19Q: 3 clusters Score -2863867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2863881.750000 Penalty: 4940.094238
	Iteration 20F: 3 clusters Score -2863882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2863893.250000 Penalty: 4940.094238
	Iteration 21Q: 3 clusters Score -2863893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2863904.500000 Penalty: 4940.094238
	Iteration 22Q: 3 clusters Score -2863904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2863915.750000 Penalty: 4940.094238
	Iteration 23Q: 3 clusters Score -2863916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2863924.750000 Penalty: 4940.094238
	Iteration 24Q: 3 clusters Score -2863925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2863931.750000 Penalty: 4940.094238
	Iteration 25Q: 3 clusters Score -2863932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2863937.000000 Penalty: 4940.094238
	Iteration 26Q: 3 clusters Score -2863937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2863940.250000 Penalty: 4940.094238
	Iteration 27Q: 3 clusters Score -2863940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2863947.750000 Penalty: 4940.094238
	Iteration 28Q: 3 clusters Score -2863948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2863951.500000 Penalty: 4940.094238
	Iteration 29Q: 3 clusters Score -2863952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2863954.000000 Penalty: 4940.094238
	Iteration 30Q: 3 clusters Score -2863954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2863952.750000 Penalty: 4940.094238
	Iteration 31Q: 3 clusters Score -2863953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2863956.500000 Penalty: 4940.094238
	Iteration 32Q: 3 clusters Score -2863956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2863956.500000 Penalty: 4940.094238
	Iteration 33F: 3 clusters Score -2863956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (133561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133561 members 
Entering Unmasked Estep 
Score: -17880010.000000 Penalty: 2926.973877
	Iteration 0F: 2 clusters Score -1.788001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -17795140.000000 Penalty: 5853.947754
	Iteration 0F: 3 clusters Score -1.779514e+07 nChanged 64035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -17832214.000000 Penalty: 5853.947754
	Iteration 1F: 3 clusters Score -1.783221e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -17833542.000000 Penalty: 5853.947754
	Iteration 2Q: 3 clusters Score -1.783354e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -17835486.000000 Penalty: 5853.947754
	Iteration 3Q: 3 clusters Score -1.783549e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -17838698.000000 Penalty: 5853.947754
	Iteration 4F: 3 clusters Score -1.78387e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -17843922.000000 Penalty: 5853.947754
	Iteration 5F: 3 clusters Score -1.784392e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -17851932.000000 Penalty: 5853.947754
	Iteration 6F: 3 clusters Score -1.785193e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -17860812.000000 Penalty: 5853.947754
	Iteration 7F: 3 clusters Score -1.786081e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -17868270.000000 Penalty: 5853.947754
	Iteration 8F: 3 clusters Score -1.786827e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122512 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -17872650.000000 Penalty: 5853.947754
	Iteration 9Q: 3 clusters Score -1.787265e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -17875038.000000 Penalty: 5853.947754
	Iteration 10Q: 3 clusters Score -1.787504e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -17876296.000000 Penalty: 5853.947754
	Iteration 11Q: 3 clusters Score -1.78763e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129267 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -17876980.000000 Penalty: 5853.947754
	Iteration 12Q: 3 clusters Score -1.787698e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130025 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -17877396.000000 Penalty: 5853.947754
	Iteration 13Q: 3 clusters Score -1.78774e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130538 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -17877642.000000 Penalty: 5853.947754
	Iteration 14Q: 3 clusters Score -1.787764e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17877810.000000 Penalty: 5853.947754
	Iteration 15Q: 3 clusters Score -1.787781e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -17877940.000000 Penalty: 5853.947754
	Iteration 16Q: 3 clusters Score -1.787794e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17878066.000000 Penalty: 5853.947754
	Iteration 17Q: 3 clusters Score -1.787807e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131425 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17878104.000000 Penalty: 5853.947754
	Iteration 18Q: 3 clusters Score -1.78781e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17878148.000000 Penalty: 5853.947754
	Iteration 19Q: 3 clusters Score -1.787815e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17878192.000000 Penalty: 5853.947754
	Iteration 20F: 3 clusters Score -1.787819e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -17878206.000000 Penalty: 5853.947754
	Iteration 21Q: 3 clusters Score -1.787821e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -17878208.000000 Penalty: 5853.947754
	Iteration 22Q: 3 clusters Score -1.787821e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17878214.000000 Penalty: 5853.947754
	Iteration 23Q: 3 clusters Score -1.787821e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131734 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -17878210.000000 Penalty: 5853.947754
	Iteration 24Q: 3 clusters Score -1.787821e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17878194.000000 Penalty: 5853.947754
	Iteration 25Q: 3 clusters Score -1.787819e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -17878206.000000 Penalty: 5853.947754
	Iteration 26Q: 3 clusters Score -1.787821e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131759 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -17878224.000000 Penalty: 5853.947754
	Iteration 27Q: 3 clusters Score -1.787822e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131757 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17878262.000000 Penalty: 5853.947754
	Iteration 28Q: 3 clusters Score -1.787826e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17878302.000000 Penalty: 5853.947754
	Iteration 29Q: 3 clusters Score -1.78783e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131749 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17878322.000000 Penalty: 5853.947754
	Iteration 30Q: 3 clusters Score -1.787832e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131743 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17878382.000000 Penalty: 5853.947754
	Iteration 31Q: 3 clusters Score -1.787838e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131726 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17878382.000000 Penalty: 5853.947754
	Iteration 32Q: 3 clusters Score -1.787838e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17878420.000000 Penalty: 5853.947754
	Iteration 33Q: 3 clusters Score -1.787842e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17878390.000000 Penalty: 5853.947754
	Iteration 34Q: 3 clusters Score -1.787839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131661 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -17878418.000000 Penalty: 5853.947754
	Iteration 35Q: 3 clusters Score -1.787842e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17878420.000000 Penalty: 5853.947754
	Iteration 36Q: 3 clusters Score -1.787842e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -17878428.000000 Penalty: 5853.947754
	Iteration 37Q: 3 clusters Score -1.787843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -17878428.000000 Penalty: 5853.947754
	Iteration 38Q: 3 clusters Score -1.787843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17878454.000000 Penalty: 5853.947754
	Iteration 39Q: 3 clusters Score -1.787845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131543 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17878452.000000 Penalty: 5853.947754
	Iteration 40F: 3 clusters Score -1.787845e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17878428.000000 Penalty: 5853.947754
	Iteration 41Q: 3 clusters Score -1.787843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131487 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17878420.000000 Penalty: 5853.947754
	Iteration 42Q: 3 clusters Score -1.787842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17878436.000000 Penalty: 5853.947754
	Iteration 43Q: 3 clusters Score -1.787844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131452 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17878426.000000 Penalty: 5853.947754
	Iteration 44Q: 3 clusters Score -1.787843e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131428 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -17878432.000000 Penalty: 5853.947754
	Iteration 45Q: 3 clusters Score -1.787843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131413 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17878436.000000 Penalty: 5853.947754
	Iteration 46Q: 3 clusters Score -1.787844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -17878436.000000 Penalty: 5853.947754
	Iteration 47Q: 3 clusters Score -1.787844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -17878438.000000 Penalty: 5853.947754
	Iteration 48Q: 3 clusters Score -1.787844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17878436.000000 Penalty: 5853.947754
	Iteration 49Q: 3 clusters Score -1.787844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17878426.000000 Penalty: 5853.947754
	Iteration 50Q: 3 clusters Score -1.787843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -17878404.000000 Penalty: 5853.947754
	Iteration 51Q: 3 clusters Score -1.78784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17878406.000000 Penalty: 5853.947754
	Iteration 52Q: 3 clusters Score -1.787841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -17878392.000000 Penalty: 5853.947754
	Iteration 53Q: 3 clusters Score -1.787839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131341 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -17878386.000000 Penalty: 5853.947754
	Iteration 54Q: 3 clusters Score -1.787839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -17878386.000000 Penalty: 5853.947754
	Iteration 55Q: 3 clusters Score -1.787839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -17878402.000000 Penalty: 5853.947754
	Iteration 56Q: 3 clusters Score -1.78784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131315 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17878392.000000 Penalty: 5853.947754
	Iteration 57Q: 3 clusters Score -1.787839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131311 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -17878390.000000 Penalty: 5853.947754
	Iteration 58Q: 3 clusters Score -1.787839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -17878386.000000 Penalty: 5853.947754
	Iteration 59Q: 3 clusters Score -1.787839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131292 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -17878382.000000 Penalty: 5853.947754
	Iteration 60F: 3 clusters Score -1.787838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131280 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17878392.000000 Penalty: 5853.947754
	Iteration 61Q: 3 clusters Score -1.787839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131264 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -17878376.000000 Penalty: 5853.947754
	Iteration 62Q: 3 clusters Score -1.787838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -17878384.000000 Penalty: 5853.947754
	Iteration 63Q: 3 clusters Score -1.787838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -17878382.000000 Penalty: 5853.947754
	Iteration 64Q: 3 clusters Score -1.787838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -17878376.000000 Penalty: 5853.947754
	Iteration 65Q: 3 clusters Score -1.787838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131248 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -17878390.000000 Penalty: 5853.947754
	Iteration 66Q: 3 clusters Score -1.787839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17878374.000000 Penalty: 5853.947754
	Iteration 67Q: 3 clusters Score -1.787837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17878356.000000 Penalty: 5853.947754
	Iteration 68Q: 3 clusters Score -1.787836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17878360.000000 Penalty: 5853.947754
	Iteration 69Q: 3 clusters Score -1.787836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17878370.000000 Penalty: 5853.947754
	Iteration 70Q: 3 clusters Score -1.787837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17878366.000000 Penalty: 5853.947754
	Iteration 71Q: 3 clusters Score -1.787837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17878376.000000 Penalty: 5853.947754
	Iteration 72Q: 3 clusters Score -1.787838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -17878354.000000 Penalty: 5853.947754
	Iteration 73Q: 3 clusters Score -1.787835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -17878374.000000 Penalty: 5853.947754
	Iteration 74Q: 3 clusters Score -1.787837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -17878368.000000 Penalty: 5853.947754
	Iteration 75Q: 3 clusters Score -1.787837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -17878366.000000 Penalty: 5853.947754
	Iteration 76Q: 3 clusters Score -1.787837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131223 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -17878362.000000 Penalty: 5853.947754
	Iteration 77Q: 3 clusters Score -1.787836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -17878366.000000 Penalty: 5853.947754
	Iteration 78Q: 3 clusters Score -1.787837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17878380.000000 Penalty: 5853.947754
	Iteration 79Q: 3 clusters Score -1.787838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -17878380.000000 Penalty: 5853.947754
	Iteration 80F: 3 clusters Score -1.787838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17878374.000000 Penalty: 5853.947754
	Iteration 81Q: 3 clusters Score -1.787837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131200 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17878372.000000 Penalty: 5853.947754
	Iteration 82Q: 3 clusters Score -1.787837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131199 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17878374.000000 Penalty: 5853.947754
	Iteration 83Q: 3 clusters Score -1.787837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131199 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17878374.000000 Penalty: 5853.947754
	Iteration 84Q: 3 clusters Score -1.787837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17878372.000000 Penalty: 5853.947754
	Iteration 85Q: 3 clusters Score -1.787837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17878372.000000 Penalty: 5853.947754
	Iteration 86F: 3 clusters Score -1.787837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Entering Unmasked Estep 
Score: -2267362.000000 Penalty: 2413.591553
	Iteration 0F: 2 clusters Score -2267362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2255348.000000 Penalty: 4827.183105
	Iteration 0F: 3 clusters Score -2255348 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2259336.250000 Penalty: 4827.183105
	Iteration 1F: 3 clusters Score -2259336 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2259682.500000 Penalty: 4827.183105
	Iteration 2F: 3 clusters Score -2259682 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2259932.250000 Penalty: 4827.183105
	Iteration 3Q: 3 clusters Score -2259932 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2260124.750000 Penalty: 4827.183105
	Iteration 4Q: 3 clusters Score -2260125 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2260321.500000 Penalty: 4827.183105
	Iteration 5Q: 3 clusters Score -2260322 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2260516.500000 Penalty: 4827.183105
	Iteration 6Q: 3 clusters Score -2260516 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2260817.000000 Penalty: 4827.183105
	Iteration 7Q: 3 clusters Score -2260817 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2261161.750000 Penalty: 4827.183105
	Iteration 8Q: 3 clusters Score -2261162 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2261628.750000 Penalty: 4827.183105
	Iteration 9Q: 3 clusters Score -2261629 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2262261.750000 Penalty: 4827.183105
	Iteration 10Q: 3 clusters Score -2262262 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2262943.500000 Penalty: 4827.183105
	Iteration 11Q: 3 clusters Score -2262944 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2263577.000000 Penalty: 4827.183105
	Iteration 12Q: 3 clusters Score -2263577 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2264117.000000 Penalty: 4827.183105
	Iteration 13Q: 3 clusters Score -2264117 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2264541.750000 Penalty: 4827.183105
	Iteration 14Q: 3 clusters Score -2264542 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2264811.250000 Penalty: 4827.183105
	Iteration 15Q: 3 clusters Score -2264811 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2264973.750000 Penalty: 4827.183105
	Iteration 16Q: 3 clusters Score -2264974 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2265062.500000 Penalty: 4827.183105
	Iteration 17Q: 3 clusters Score -2265062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2265114.000000 Penalty: 4827.183105
	Iteration 18Q: 3 clusters Score -2265114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2265139.750000 Penalty: 4827.183105
	Iteration 19Q: 3 clusters Score -2265140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2265157.250000 Penalty: 4827.183105
	Iteration 20F: 3 clusters Score -2265157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2265169.750000 Penalty: 4827.183105
	Iteration 21Q: 3 clusters Score -2265170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2265177.750000 Penalty: 4827.183105
	Iteration 22Q: 3 clusters Score -2265178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2265188.500000 Penalty: 4827.183105
	Iteration 23Q: 3 clusters Score -2265188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2265195.250000 Penalty: 4827.183105
	Iteration 24Q: 3 clusters Score -2265195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2265202.750000 Penalty: 4827.183105
	Iteration 25Q: 3 clusters Score -2265203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2265210.500000 Penalty: 4827.183105
	Iteration 26Q: 3 clusters Score -2265210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2265214.250000 Penalty: 4827.183105
	Iteration 27Q: 3 clusters Score -2265214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2265213.250000 Penalty: 4827.183105
	Iteration 28Q: 3 clusters Score -2265213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2265219.500000 Penalty: 4827.183105
	Iteration 29Q: 3 clusters Score -2265220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2265227.250000 Penalty: 4827.183105
	Iteration 30Q: 3 clusters Score -2265227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2265230.000000 Penalty: 4827.183105
	Iteration 31Q: 3 clusters Score -2265230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2265232.500000 Penalty: 4827.183105
	Iteration 32Q: 3 clusters Score -2265232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2265238.250000 Penalty: 4827.183105
	Iteration 33Q: 3 clusters Score -2265238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2265237.500000 Penalty: 4827.183105
	Iteration 34Q: 3 clusters Score -2265238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2265240.500000 Penalty: 4827.183105
	Iteration 35Q: 3 clusters Score -2265240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2265237.250000 Penalty: 4827.183105
	Iteration 36Q: 3 clusters Score -2265237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2265241.500000 Penalty: 4827.183105
	Iteration 37Q: 3 clusters Score -2265242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2265243.750000 Penalty: 4827.183105
	Iteration 38Q: 3 clusters Score -2265244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2265239.250000 Penalty: 4827.183105
	Iteration 39Q: 3 clusters Score -2265239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2265241.000000 Penalty: 4827.183105
	Iteration 40F: 3 clusters Score -2265241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2265245.750000 Penalty: 4827.183105
	Iteration 41Q: 3 clusters Score -2265246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2265245.750000 Penalty: 4827.183105
	Iteration 42Q: 3 clusters Score -2265246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2265245.500000 Penalty: 4827.183105
	Iteration 43Q: 3 clusters Score -2265246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2265244.000000 Penalty: 4827.183105
	Iteration 44Q: 3 clusters Score -2265244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2265244.500000 Penalty: 4827.183105
	Iteration 45Q: 3 clusters Score -2265244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2265244.250000 Penalty: 4827.183105
	Iteration 46Q: 3 clusters Score -2265244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2265243.000000 Penalty: 4827.183105
	Iteration 47Q: 3 clusters Score -2265243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2265243.000000 Penalty: 4827.183105
	Iteration 48Q: 3 clusters Score -2265243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2265243.250000 Penalty: 4827.183105
	Iteration 49Q: 3 clusters Score -2265243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2265243.250000 Penalty: 4827.183105
	Iteration 50F: 3 clusters Score -2265243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (214602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214602 members 
Entering Unmasked Estep 
Score: -28662538.000000 Penalty: 3044.582031
	Iteration 0F: 2 clusters Score -2.866254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -28542276.000000 Penalty: 6089.164062
	Iteration 0F: 3 clusters Score -2.854228e+07 nChanged 103267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -28603148.000000 Penalty: 6089.164062
	Iteration 1F: 3 clusters Score -2.860315e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -28604412.000000 Penalty: 6089.164062
	Iteration 2Q: 3 clusters Score -2.860441e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -28606206.000000 Penalty: 6089.164062
	Iteration 3Q: 3 clusters Score -2.860621e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -28609582.000000 Penalty: 6089.164062
	Iteration 4Q: 3 clusters Score -2.860958e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 121336 members 
Entering Unmasked Estep 
Score: -28614850.000000 Penalty: 6089.164062
	Iteration 5F: 3 clusters Score -2.861485e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 125710 members 
Entering Unmasked Estep 
Score: -28623020.000000 Penalty: 6089.164062
	Iteration 6F: 3 clusters Score -2.862302e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -28633346.000000 Penalty: 6089.164062
	Iteration 7F: 3 clusters Score -2.863335e+07 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 128818 members 
Entering Unmasked Estep 
Score: -28642320.000000 Penalty: 6089.164062
	Iteration 8F: 3 clusters Score -2.864232e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -28646430.000000 Penalty: 6089.164062
	Iteration 9F: 3 clusters Score -2.864643e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -28647368.000000 Penalty: 6089.164062
	Iteration 10Q: 3 clusters Score -2.864737e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -28647854.000000 Penalty: 6089.164062
	Iteration 11Q: 3 clusters Score -2.864785e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -28648208.000000 Penalty: 6089.164062
	Iteration 12Q: 3 clusters Score -2.864821e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -28648630.000000 Penalty: 6089.164062
	Iteration 13Q: 3 clusters Score -2.864863e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -28648980.000000 Penalty: 6089.164062
	Iteration 14Q: 3 clusters Score -2.864898e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 112506 members 
Entering Unmasked Estep 
Score: -28649304.000000 Penalty: 6089.164062
	Iteration 15Q: 3 clusters Score -2.86493e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -28649816.000000 Penalty: 6089.164062
	Iteration 16Q: 3 clusters Score -2.864982e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -28650256.000000 Penalty: 6089.164062
	Iteration 17Q: 3 clusters Score -2.865026e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 105918 members 
Entering Unmasked Estep 
Score: -28650628.000000 Penalty: 6089.164062
	Iteration 18Q: 3 clusters Score -2.865063e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -28650812.000000 Penalty: 6089.164062
	Iteration 19Q: 3 clusters Score -2.865081e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -28651062.000000 Penalty: 6089.164062
	Iteration 20F: 3 clusters Score -2.865106e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -28651452.000000 Penalty: 6089.164062
	Iteration 21Q: 3 clusters Score -2.865145e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -28651826.000000 Penalty: 6089.164062
	Iteration 22Q: 3 clusters Score -2.865183e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -28651980.000000 Penalty: 6089.164062
	Iteration 23Q: 3 clusters Score -2.865198e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -28652330.000000 Penalty: 6089.164062
	Iteration 24Q: 3 clusters Score -2.865233e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -28652722.000000 Penalty: 6089.164062
	Iteration 25Q: 3 clusters Score -2.865272e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -28652934.000000 Penalty: 6089.164062
	Iteration 26Q: 3 clusters Score -2.865293e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 98185 members 
Entering Unmasked Estep 
Score: -28653128.000000 Penalty: 6089.164062
	Iteration 27Q: 3 clusters Score -2.865313e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 98079 members 
Entering Unmasked Estep 
Score: -28653276.000000 Penalty: 6089.164062
	Iteration 28Q: 3 clusters Score -2.865328e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -28653438.000000 Penalty: 6089.164062
	Iteration 29Q: 3 clusters Score -2.865344e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -28653528.000000 Penalty: 6089.164062
	Iteration 30Q: 3 clusters Score -2.865353e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -28653738.000000 Penalty: 6089.164062
	Iteration 31Q: 3 clusters Score -2.865374e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116553 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -28653852.000000 Penalty: 6089.164062
	Iteration 32Q: 3 clusters Score -2.865385e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -28653938.000000 Penalty: 6089.164062
	Iteration 33Q: 3 clusters Score -2.865394e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -28654138.000000 Penalty: 6089.164062
	Iteration 34Q: 3 clusters Score -2.865414e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -28654264.000000 Penalty: 6089.164062
	Iteration 35Q: 3 clusters Score -2.865426e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116118 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -28654334.000000 Penalty: 6089.164062
	Iteration 36Q: 3 clusters Score -2.865433e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116043 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -28654416.000000 Penalty: 6089.164062
	Iteration 37Q: 3 clusters Score -2.865442e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -28654614.000000 Penalty: 6089.164062
	Iteration 38Q: 3 clusters Score -2.865461e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -28654594.000000 Penalty: 6089.164062
	Iteration 39Q: 3 clusters Score -2.865459e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -28654628.000000 Penalty: 6089.164062
	Iteration 40F: 3 clusters Score -2.865463e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -28654602.000000 Penalty: 6089.164062
	Iteration 41Q: 3 clusters Score -2.86546e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -28654606.000000 Penalty: 6089.164062
	Iteration 42Q: 3 clusters Score -2.865461e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -28654688.000000 Penalty: 6089.164062
	Iteration 43Q: 3 clusters Score -2.865469e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -28654734.000000 Penalty: 6089.164062
	Iteration 44Q: 3 clusters Score -2.865473e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -28654640.000000 Penalty: 6089.164062
	Iteration 45Q: 3 clusters Score -2.865464e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115784 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -28654720.000000 Penalty: 6089.164062
	Iteration 46Q: 3 clusters Score -2.865472e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -28654714.000000 Penalty: 6089.164062
	Iteration 47Q: 3 clusters Score -2.865471e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 98735 members 
Entering Unmasked Estep 
Score: -28654782.000000 Penalty: 6089.164062
	Iteration 48Q: 3 clusters Score -2.865478e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -28654688.000000 Penalty: 6089.164062
	Iteration 49Q: 3 clusters Score -2.865469e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -28654766.000000 Penalty: 6089.164062
	Iteration 50Q: 3 clusters Score -2.865477e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -28654744.000000 Penalty: 6089.164062
	Iteration 51Q: 3 clusters Score -2.865474e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -28654770.000000 Penalty: 6089.164062
	Iteration 52Q: 3 clusters Score -2.865477e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -28654778.000000 Penalty: 6089.164062
	Iteration 53Q: 3 clusters Score -2.865478e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -28654790.000000 Penalty: 6089.164062
	Iteration 54Q: 3 clusters Score -2.865479e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 98700 members 
Entering Unmasked Estep 
Score: -28654770.000000 Penalty: 6089.164062
	Iteration 55Q: 3 clusters Score -2.865477e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -28654766.000000 Penalty: 6089.164062
	Iteration 56Q: 3 clusters Score -2.865477e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -28654740.000000 Penalty: 6089.164062
	Iteration 57Q: 3 clusters Score -2.865474e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -28654688.000000 Penalty: 6089.164062
	Iteration 58Q: 3 clusters Score -2.865469e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -28654722.000000 Penalty: 6089.164062
	Iteration 59Q: 3 clusters Score -2.865472e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -28654756.000000 Penalty: 6089.164062
	Iteration 60F: 3 clusters Score -2.865476e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -28654758.000000 Penalty: 6089.164062
	Iteration 61Q: 3 clusters Score -2.865476e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -28654728.000000 Penalty: 6089.164062
	Iteration 62Q: 3 clusters Score -2.865473e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115952 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -28654736.000000 Penalty: 6089.164062
	Iteration 63Q: 3 clusters Score -2.865474e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -28654728.000000 Penalty: 6089.164062
	Iteration 64Q: 3 clusters Score -2.865473e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115995 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -28654732.000000 Penalty: 6089.164062
	Iteration 65Q: 3 clusters Score -2.865473e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -28654728.000000 Penalty: 6089.164062
	Iteration 66Q: 3 clusters Score -2.865473e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -28654706.000000 Penalty: 6089.164062
	Iteration 67Q: 3 clusters Score -2.865471e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -28654672.000000 Penalty: 6089.164062
	Iteration 68Q: 3 clusters Score -2.865467e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -28654654.000000 Penalty: 6089.164062
	Iteration 69Q: 3 clusters Score -2.865465e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -28654656.000000 Penalty: 6089.164062
	Iteration 70Q: 3 clusters Score -2.865466e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -28654704.000000 Penalty: 6089.164062
	Iteration 71Q: 3 clusters Score -2.86547e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -28654728.000000 Penalty: 6089.164062
	Iteration 72Q: 3 clusters Score -2.865473e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -28654726.000000 Penalty: 6089.164062
	Iteration 73Q: 3 clusters Score -2.865473e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.86547e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.865474e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.865471e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.865473e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.865476e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -28654742.000000 Penalty: 6089.164062
	Iteration 79Q: 3 clusters Score -2.865474e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -28654764.000000 Penalty: 6089.164062
	Iteration 80F: 3 clusters Score -2.865476e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.865476e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.865473e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.865471e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.865473e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116318 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.865472e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116341 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.865474e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.865477e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.865474e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.865473e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.865475e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.865471e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.865471e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.865478e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.865478e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116460 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.865475e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.865474e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.865476e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.865477e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.865477e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.865474e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116488 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.865474e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.865474e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116472 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.865475e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.865473e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.865468e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.865468e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.865468e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.865466e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.865464e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.865465e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.865463e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.865463e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.865464e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.865463e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.865464e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.86546e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.865462e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.865462e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.865464e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.865465e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.865466e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.865469e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.865468e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.865466e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.865467e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.865466e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.865467e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.865468e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.865469e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.865469e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.86547e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.865468e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.865471e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.865468e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.865468e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.865468e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.865468e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.865468e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.865467e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.865466e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.865467e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.865467e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.865465e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.865467e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.865467e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.865466e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.865467e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.865465e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.865467e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.865466e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.865468e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.865466e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.865466e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.865466e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.865464e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.865464e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.865465e+07 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.865464e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.865464e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -28654620.000000 Penalty: 6089.164062
	Iteration 160F: 3 clusters Score -2.865462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -28654636.000000 Penalty: 6089.164062
	Iteration 161Q: 3 clusters Score -2.865464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -28654646.000000 Penalty: 6089.164062
	Iteration 162Q: 3 clusters Score -2.865465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -28654662.000000 Penalty: 6089.164062
	Iteration 163Q: 3 clusters Score -2.865466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -28654664.000000 Penalty: 6089.164062
	Iteration 164Q: 3 clusters Score -2.865466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -28654666.000000 Penalty: 6089.164062
	Iteration 165Q: 3 clusters Score -2.865467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -28654690.000000 Penalty: 6089.164062
	Iteration 166Q: 3 clusters Score -2.865469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -28654700.000000 Penalty: 6089.164062
	Iteration 167Q: 3 clusters Score -2.86547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -28654696.000000 Penalty: 6089.164062
	Iteration 168Q: 3 clusters Score -2.86547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -28654688.000000 Penalty: 6089.164062
	Iteration 169Q: 3 clusters Score -2.865469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -28654700.000000 Penalty: 6089.164062
	Iteration 170Q: 3 clusters Score -2.86547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -28654704.000000 Penalty: 6089.164062
	Iteration 171Q: 3 clusters Score -2.86547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -28654704.000000 Penalty: 6089.164062
	Iteration 172Q: 3 clusters Score -2.86547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -28654704.000000 Penalty: 6089.164062
	Iteration 173Q: 3 clusters Score -2.86547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -28654710.000000 Penalty: 6089.164062
	Iteration 174Q: 3 clusters Score -2.865471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -28654712.000000 Penalty: 6089.164062
	Iteration 175Q: 3 clusters Score -2.865471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -28654720.000000 Penalty: 6089.164062
	Iteration 176Q: 3 clusters Score -2.865472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -28654720.000000 Penalty: 6089.164062
	Iteration 177Q: 3 clusters Score -2.865472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -28654712.000000 Penalty: 6089.164062
	Iteration 178Q: 3 clusters Score -2.865471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -28654724.000000 Penalty: 6089.164062
	Iteration 179Q: 3 clusters Score -2.865472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -28654712.000000 Penalty: 6089.164062
	Iteration 180F: 3 clusters Score -2.865471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -120841.015625 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -120841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119134.226562 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -119134.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119622.632812 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -119622.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119806.101562 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -119806.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -119960.828125 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -119960.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120044.796875 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -120044.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120111.203125 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -120111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -120140.859375 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -120140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -120165.273438 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -120165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120193.046875 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -120193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -120205.562500 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -120205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -120212.093750 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -120212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -120215.304688 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -120215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -120227.031250 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -120227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -120229.468750 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -120229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -120230.898438 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -120230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -120235.078125 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -120235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -120235.757812 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -120235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -120235.757812 Penalty: 3435.095215
	Iteration 17F: 3 clusters Score -120235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Entering Unmasked Estep 
Score: -4000002.500000 Penalty: 2561.507080
	Iteration 0F: 2 clusters Score -4000002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3979221.250000 Penalty: 5123.014160
	Iteration 0F: 3 clusters Score -3979221 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3987293.000000 Penalty: 5123.014160
	Iteration 1F: 3 clusters Score -3987293 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3989307.000000 Penalty: 5123.014160
	Iteration 2F: 3 clusters Score -3989307 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3992195.750000 Penalty: 5123.014160
	Iteration 3F: 3 clusters Score -3992196 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3995466.000000 Penalty: 5123.014160
	Iteration 4F: 3 clusters Score -3995466 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3997860.000000 Penalty: 5123.014160
	Iteration 5F: 3 clusters Score -3997860 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3999051.750000 Penalty: 5123.014160
	Iteration 6F: 3 clusters Score -3999052 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3999524.500000 Penalty: 5123.014160
	Iteration 7Q: 3 clusters Score -3999524 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3999778.750000 Penalty: 5123.014160
	Iteration 8Q: 3 clusters Score -3999779 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3999928.250000 Penalty: 5123.014160
	Iteration 9Q: 3 clusters Score -3999928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4000036.500000 Penalty: 5123.014160
	Iteration 10Q: 3 clusters Score -4000036 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4000134.250000 Penalty: 5123.014160
	Iteration 11Q: 3 clusters Score -4000134 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4000219.250000 Penalty: 5123.014160
	Iteration 12Q: 3 clusters Score -4000219 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4000295.000000 Penalty: 5123.014160
	Iteration 13Q: 3 clusters Score -4000295 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4000369.000000 Penalty: 5123.014160
	Iteration 14Q: 3 clusters Score -4000369 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4000435.750000 Penalty: 5123.014160
	Iteration 15Q: 3 clusters Score -4000436 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4000483.750000 Penalty: 5123.014160
	Iteration 16Q: 3 clusters Score -4000484 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4000574.000000 Penalty: 5123.014160
	Iteration 17Q: 3 clusters Score -4000574 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4000704.000000 Penalty: 5123.014160
	Iteration 18Q: 3 clusters Score -4000704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4000858.500000 Penalty: 5123.014160
	Iteration 19Q: 3 clusters Score -4000858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4000982.000000 Penalty: 5123.014160
	Iteration 20F: 3 clusters Score -4000982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4001056.250000 Penalty: 5123.014160
	Iteration 21Q: 3 clusters Score -4001056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4001102.500000 Penalty: 5123.014160
	Iteration 22Q: 3 clusters Score -4001102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4001125.500000 Penalty: 5123.014160
	Iteration 23Q: 3 clusters Score -4001126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4001149.000000 Penalty: 5123.014160
	Iteration 24Q: 3 clusters Score -4001149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4001142.750000 Penalty: 5123.014160
	Iteration 25Q: 3 clusters Score -4001143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4001155.250000 Penalty: 5123.014160
	Iteration 26Q: 3 clusters Score -4001155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4001165.750000 Penalty: 5123.014160
	Iteration 27Q: 3 clusters Score -4001166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4001161.000000 Penalty: 5123.014160
	Iteration 28Q: 3 clusters Score -4001161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4001162.000000 Penalty: 5123.014160
	Iteration 29Q: 3 clusters Score -4001162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4001165.000000 Penalty: 5123.014160
	Iteration 30Q: 3 clusters Score -4001165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4001167.750000 Penalty: 5123.014160
	Iteration 31Q: 3 clusters Score -4001168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4001166.500000 Penalty: 5123.014160
	Iteration 32Q: 3 clusters Score -4001166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4001166.750000 Penalty: 5123.014160
	Iteration 33Q: 3 clusters Score -4001167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4001171.000000 Penalty: 5123.014160
	Iteration 34Q: 3 clusters Score -4001171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4001166.750000 Penalty: 5123.014160
	Iteration 35Q: 3 clusters Score -4001167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4001166.250000 Penalty: 5123.014160
	Iteration 36Q: 3 clusters Score -4001166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4001166.250000 Penalty: 5123.014160
	Iteration 37F: 3 clusters Score -4001166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 13 contains 133561 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 214602 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 28399 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 1764 members 
Entering Unmasked Estep 
Score: -62744500.000000 Penalty: 51875.851562
Splitting cluster 17 changes total score from -62741888.000000 to -62744500.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -734227.250000 Penalty: 2132.906738
	Iteration 0F: 2 clusters Score -734227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -729455.062500 Penalty: 4265.813477
	Iteration 0F: 3 clusters Score -729455.1 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -730669.437500 Penalty: 4265.813477
	Iteration 1F: 3 clusters Score -730669.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -730955.312500 Penalty: 4265.813477
	Iteration 2F: 3 clusters Score -730955.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -731214.562500 Penalty: 4265.813477
	Iteration 3F: 3 clusters Score -731214.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -731465.750000 Penalty: 4265.813477
	Iteration 4F: 3 clusters Score -731465.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -731752.500000 Penalty: 4265.813477
	Iteration 5F: 3 clusters Score -731752.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -732068.125000 Penalty: 4265.813477
	Iteration 6F: 3 clusters Score -732068.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -732326.500000 Penalty: 4265.813477
	Iteration 7F: 3 clusters Score -732326.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -732552.437500 Penalty: 4265.813477
	Iteration 8Q: 3 clusters Score -732552.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -732715.187500 Penalty: 4265.813477
	Iteration 9Q: 3 clusters Score -732715.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -732810.312500 Penalty: 4265.813477
	Iteration 10Q: 3 clusters Score -732810.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -732868.750000 Penalty: 4265.813477
	Iteration 11Q: 3 clusters Score -732868.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -732913.750000 Penalty: 4265.813477
	Iteration 12Q: 3 clusters Score -732913.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -732941.375000 Penalty: 4265.813477
	Iteration 13Q: 3 clusters Score -732941.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -732961.187500 Penalty: 4265.813477
	Iteration 14Q: 3 clusters Score -732961.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -732974.062500 Penalty: 4265.813477
	Iteration 15Q: 3 clusters Score -732974.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -732989.000000 Penalty: 4265.813477
	Iteration 16Q: 3 clusters Score -732989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -733005.000000 Penalty: 4265.813477
	Iteration 17Q: 3 clusters Score -733005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -733014.437500 Penalty: 4265.813477
	Iteration 18Q: 3 clusters Score -733014.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -733025.375000 Penalty: 4265.813477
	Iteration 19Q: 3 clusters Score -733025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -733032.437500 Penalty: 4265.813477
	Iteration 20F: 3 clusters Score -733032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -733039.375000 Penalty: 4265.813477
	Iteration 21Q: 3 clusters Score -733039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -733041.687500 Penalty: 4265.813477
	Iteration 22Q: 3 clusters Score -733041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -733043.062500 Penalty: 4265.813477
	Iteration 23Q: 3 clusters Score -733043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -733045.375000 Penalty: 4265.813477
	Iteration 24Q: 3 clusters Score -733045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -733049.812500 Penalty: 4265.813477
	Iteration 25Q: 3 clusters Score -733049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -733051.437500 Penalty: 4265.813477
	Iteration 26Q: 3 clusters Score -733051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -733052.000000 Penalty: 4265.813477
	Iteration 27Q: 3 clusters Score -733052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -733052.375000 Penalty: 4265.813477
	Iteration 28Q: 3 clusters Score -733052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -733057.500000 Penalty: 4265.813477
	Iteration 29Q: 3 clusters Score -733057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -733058.500000 Penalty: 4265.813477
	Iteration 30Q: 3 clusters Score -733058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -733058.187500 Penalty: 4265.813477
	Iteration 31Q: 3 clusters Score -733058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -733060.062500 Penalty: 4265.813477
	Iteration 32Q: 3 clusters Score -733060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -733060.875000 Penalty: 4265.813477
	Iteration 33Q: 3 clusters Score -733060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -733061.125000 Penalty: 4265.813477
	Iteration 34Q: 3 clusters Score -733061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -733061.312500 Penalty: 4265.813477
	Iteration 35Q: 3 clusters Score -733061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -733062.875000 Penalty: 4265.813477
	Iteration 36Q: 3 clusters Score -733062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -733063.937500 Penalty: 4265.813477
	Iteration 37Q: 3 clusters Score -733063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -733063.937500 Penalty: 4265.813477
	Iteration 38F: 3 clusters Score -733063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -886841.625000 Penalty: 2187.643311
	Iteration 0F: 2 clusters Score -886841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -881209.250000 Penalty: 4375.286621
	Iteration 0F: 3 clusters Score -881209.2 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -882771.750000 Penalty: 4375.286621
	Iteration 1F: 3 clusters Score -882771.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -883225.062500 Penalty: 4375.286621
	Iteration 2F: 3 clusters Score -883225.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -883777.812500 Penalty: 4375.286621
	Iteration 3F: 3 clusters Score -883777.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -884556.437500 Penalty: 4375.286621
	Iteration 4F: 3 clusters Score -884556.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -885298.062500 Penalty: 4375.286621
	Iteration 5F: 3 clusters Score -885298.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -885872.125000 Penalty: 4375.286621
	Iteration 6F: 3 clusters Score -885872.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -886250.187500 Penalty: 4375.286621
	Iteration 7F: 3 clusters Score -886250.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -886474.000000 Penalty: 4375.286621
	Iteration 8Q: 3 clusters Score -886474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -886600.687500 Penalty: 4375.286621
	Iteration 9Q: 3 clusters Score -886600.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -886655.687500 Penalty: 4375.286621
	Iteration 10Q: 3 clusters Score -886655.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -886686.375000 Penalty: 4375.286621
	Iteration 11Q: 3 clusters Score -886686.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -886702.562500 Penalty: 4375.286621
	Iteration 12Q: 3 clusters Score -886702.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -886722.375000 Penalty: 4375.286621
	Iteration 13Q: 3 clusters Score -886722.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -886737.000000 Penalty: 4375.286621
	Iteration 14Q: 3 clusters Score -886737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -886746.562500 Penalty: 4375.286621
	Iteration 15Q: 3 clusters Score -886746.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -886750.812500 Penalty: 4375.286621
	Iteration 16Q: 3 clusters Score -886750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -886750.562500 Penalty: 4375.286621
	Iteration 17Q: 3 clusters Score -886750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -886752.187500 Penalty: 4375.286621
	Iteration 18Q: 3 clusters Score -886752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -886754.562500 Penalty: 4375.286621
	Iteration 19Q: 3 clusters Score -886754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -886755.250000 Penalty: 4375.286621
	Iteration 20F: 3 clusters Score -886755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -886754.375000 Penalty: 4375.286621
	Iteration 21Q: 3 clusters Score -886754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -886755.625000 Penalty: 4375.286621
	Iteration 22Q: 3 clusters Score -886755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -886754.187500 Penalty: 4375.286621
	Iteration 23Q: 3 clusters Score -886754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -886754.187500 Penalty: 4375.286621
	Iteration 24F: 3 clusters Score -886754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -227247.796875 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -227247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224847.968750 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -224848 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -225528.781250 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -225528.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226018.328125 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -226018.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -226398.734375 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -226398.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -226675.796875 Penalty: 3707.768311
	Iteration 4F: 3 clusters Score -226675.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -226906.265625 Penalty: 3707.768311
	Iteration 5F: 3 clusters Score -226906.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -227312.265625 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -227312.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -227659.250000 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -227659.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -227730.640625 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -227730.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -227760.953125 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -227761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -227773.812500 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -227773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -227776.828125 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -227776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -227779.437500 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -227779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -227781.359375 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -227781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -227781.359375 Penalty: 3707.768311
	Iteration 14F: 3 clusters Score -227781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 13 contains 133561 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 214602 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 28399 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 1254 members 
Entering Unmasked Estep 
Score: -62743652.000000 Penalty: 55118.089844
Splitting cluster 21 changes total score from -62741888.000000 to -62743652.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 13 contains 133561 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 214602 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 28399 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746860.000000 Penalty: 55118.089844
Iteration 39Q: 18 clusters Score -6.274686e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1990 members 
Mstep: Class 10 contains 1703 members 
Mstep: Class 11 contains 21205 members 
Mstep: Class 13 contains 131175 members 
Mstep: Class 14 contains 16841 members 
Mstep: Class 15 contains 215064 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 30784 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748768.000000 Penalty: 55118.089844
Iteration 40F: 18 clusters Score -6.274877e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 21241 members 
Mstep: Class 13 contains 128689 members 
Mstep: Class 14 contains 16820 members 
Mstep: Class 15 contains 216067 members 
Mstep: Class 16 contains 1013 members 
Mstep: Class 17 contains 32742 members 
Mstep: Class 18 contains 5458 members 
Mstep: Class 20 contains 6367 members 
Mstep: Class 21 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748336.000000 Penalty: 55118.089844
Iteration 41Q: 18 clusters Score -6.274834e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 940 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 1988 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 8 contains 3165 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 21285 members 
Mstep: Class 13 contains 126957 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 216408 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 17 contains 34356 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 20 contains 6181 members 
Mstep: Class 21 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746764.000000 Penalty: 55118.089844
Iteration 42Q: 18 clusters Score -6.274676e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 398 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1931 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 11 contains 21342 members 
Mstep: Class 13 contains 125813 members 
Mstep: Class 14 contains 17053 members 
Mstep: Class 15 contains 216164 members 
Mstep: Class 16 contains 997 members 
Mstep: Class 17 contains 35774 members 
Mstep: Class 18 contains 5556 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745716.000000 Penalty: 55118.089844
Iteration 43Q: 18 clusters Score -6.274572e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 21369 members 
Mstep: Class 13 contains 125147 members 
Mstep: Class 14 contains 17264 members 
Mstep: Class 15 contains 215490 members 
Mstep: Class 16 contains 986 members 
Mstep: Class 17 contains 37037 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744708.000000 Penalty: 55118.089844
Iteration 44Q: 18 clusters Score -6.274471e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 356 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 1733 members 
Mstep: Class 11 contains 21403 members 
Mstep: Class 13 contains 124602 members 
Mstep: Class 14 contains 17527 members 
Mstep: Class 15 contains 214666 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 38222 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 20 contains 5822 members 
Mstep: Class 21 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744180.000000 Penalty: 55118.089844
Iteration 45Q: 18 clusters Score -6.274418e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 1751 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 13 contains 124266 members 
Mstep: Class 14 contains 17777 members 
Mstep: Class 15 contains 213666 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 39319 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743920.000000 Penalty: 55118.089844
Iteration 46Q: 18 clusters Score -6.274392e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 21444 members 
Mstep: Class 13 contains 124066 members 
Mstep: Class 14 contains 18037 members 
Mstep: Class 15 contains 212567 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 40374 members 
Mstep: Class 18 contains 5878 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743828.000000 Penalty: 55118.089844
Iteration 47Q: 18 clusters Score -6.274383e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 1948 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 21460 members 
Mstep: Class 13 contains 123927 members 
Mstep: Class 14 contains 18336 members 
Mstep: Class 15 contains 211462 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 41325 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743928.000000 Penalty: 55118.089844
Iteration 48Q: 18 clusters Score -6.274393e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 2495 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 21482 members 
Mstep: Class 13 contains 123750 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 210443 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 42176 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743844.000000 Penalty: 55118.089844
Iteration 49Q: 18 clusters Score -6.274384e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 2514 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 1896 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 21478 members 
Mstep: Class 13 contains 123589 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 209526 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 42956 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743524.000000 Penalty: 55118.089844
Iteration 50Q: 18 clusters Score -6.274352e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 1897 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21468 members 
Mstep: Class 13 contains 123481 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 208556 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 43704 members 
Mstep: Class 18 contains 6220 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743564.000000 Penalty: 55118.089844
Iteration 51Q: 18 clusters Score -6.274356e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 13 contains 123395 members 
Mstep: Class 14 contains 19526 members 
Mstep: Class 15 contains 207608 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 44402 members 
Mstep: Class 18 contains 6289 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743540.000000 Penalty: 55118.089844
Iteration 52Q: 18 clusters Score -6.274354e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 1904 members 
Mstep: Class 5 contains 282 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21455 members 
Mstep: Class 13 contains 123260 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 206823 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 45003 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 20 contains 5628 members 
Mstep: Class 21 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743592.000000 Penalty: 55118.089844
Iteration 53Q: 18 clusters Score -6.274359e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 1911 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21447 members 
Mstep: Class 13 contains 123129 members 
Mstep: Class 14 contains 20165 members 
Mstep: Class 15 contains 206085 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 45523 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743448.000000 Penalty: 55118.089844
Iteration 54Q: 18 clusters Score -6.274345e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 263 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21445 members 
Mstep: Class 13 contains 122986 members 
Mstep: Class 14 contains 20514 members 
Mstep: Class 15 contains 205393 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 45984 members 
Mstep: Class 18 contains 6515 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743556.000000 Penalty: 55118.089844
Iteration 55Q: 18 clusters Score -6.274356e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 1916 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 13 contains 122818 members 
Mstep: Class 14 contains 20865 members 
Mstep: Class 15 contains 204708 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 46439 members 
Mstep: Class 18 contains 6583 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62743936.000000 Penalty: 55118.089844
Iteration 56Q: 18 clusters Score -6.274394e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 13 contains 122660 members 
Mstep: Class 14 contains 21200 members 
Mstep: Class 15 contains 204065 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 46833 members 
Mstep: Class 18 contains 6662 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744020.000000 Penalty: 55118.089844
Iteration 57Q: 18 clusters Score -6.274402e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 1916 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21438 members 
Mstep: Class 13 contains 122577 members 
Mstep: Class 14 contains 21546 members 
Mstep: Class 15 contains 203426 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 47162 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744420.000000 Penalty: 55118.089844
Iteration 58Q: 18 clusters Score -6.274442e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 2614 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21424 members 
Mstep: Class 13 contains 122495 members 
Mstep: Class 14 contains 21892 members 
Mstep: Class 15 contains 202812 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 47475 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62744616.000000 Penalty: 55118.089844
Iteration 59Q: 18 clusters Score -6.274462e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 21405 members 
Mstep: Class 13 contains 122446 members 
Mstep: Class 14 contains 22247 members 
Mstep: Class 15 contains 202214 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 6824 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62745924.000000 Penalty: 55118.089844
Iteration 60F: 18 clusters Score -6.274592e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 21382 members 
Mstep: Class 13 contains 122367 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 201748 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 47927 members 
Mstep: Class 18 contains 6872 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746548.000000 Penalty: 55118.089844
Iteration 61Q: 18 clusters Score -6.274655e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 212 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 1902 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 21367 members 
Mstep: Class 13 contains 122283 members 
Mstep: Class 14 contains 22907 members 
Mstep: Class 15 contains 201295 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 48111 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62746744.000000 Penalty: 55118.089844
Iteration 62Q: 18 clusters Score -6.274674e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 190 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 21361 members 
Mstep: Class 13 contains 122191 members 
Mstep: Class 14 contains 23208 members 
Mstep: Class 15 contains 200893 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 48259 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747048.000000 Penalty: 55118.089844
Iteration 63Q: 18 clusters Score -6.274705e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 861 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 1778 members 
Mstep: Class 11 contains 21363 members 
Mstep: Class 13 contains 122094 members 
Mstep: Class 14 contains 23525 members 
Mstep: Class 15 contains 200462 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 48408 members 
Mstep: Class 18 contains 7046 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747236.000000 Penalty: 55118.089844
Iteration 64Q: 18 clusters Score -6.274724e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 164 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 13 contains 122054 members 
Mstep: Class 14 contains 23838 members 
Mstep: Class 15 contains 200032 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 48530 members 
Mstep: Class 18 contains 7098 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747524.000000 Penalty: 55118.089844
Iteration 65Q: 18 clusters Score -6.274752e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 8 contains 1900 members 
Mstep: Class 9 contains 1906 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 21381 members 
Mstep: Class 13 contains 121967 members 
Mstep: Class 14 contains 24181 members 
Mstep: Class 15 contains 199587 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 48632 members 
Mstep: Class 18 contains 7161 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747740.000000 Penalty: 55118.089844
Iteration 66Q: 18 clusters Score -6.274774e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 145 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 13 contains 121811 members 
Mstep: Class 14 contains 24556 members 
Mstep: Class 15 contains 199188 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 48734 members 
Mstep: Class 18 contains 7222 members 
Mstep: Class 20 contains 5732 members 
Mstep: Class 21 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62747884.000000 Penalty: 55118.089844
Iteration 67Q: 18 clusters Score -6.274788e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 1805 members 
Mstep: Class 11 contains 21398 members 
Mstep: Class 13 contains 121642 members 
Mstep: Class 14 contains 24932 members 
Mstep: Class 15 contains 198844 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 17 contains 48808 members 
Mstep: Class 18 contains 7278 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748224.000000 Penalty: 55118.089844
Iteration 68Q: 18 clusters Score -6.274822e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 21402 members 
Mstep: Class 13 contains 121497 members 
Mstep: Class 14 contains 25298 members 
Mstep: Class 15 contains 198475 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 48877 members 
Mstep: Class 18 contains 7335 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748568.000000 Penalty: 55118.089844
Iteration 69Q: 18 clusters Score -6.274857e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 139 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 21400 members 
Mstep: Class 13 contains 121393 members 
Mstep: Class 14 contains 25659 members 
Mstep: Class 15 contains 198111 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 48933 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 20 contains 5775 members 
Mstep: Class 21 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62748952.000000 Penalty: 55118.089844
Iteration 70Q: 18 clusters Score -6.274895e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 788 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 1912 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 21405 members 
Mstep: Class 13 contains 121266 members 
Mstep: Class 14 contains 26045 members 
Mstep: Class 15 contains 197747 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 20 contains 5790 members 
Mstep: Class 21 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749268.000000 Penalty: 55118.089844
Iteration 71Q: 18 clusters Score -6.274927e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 779 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 1914 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 21410 members 
Mstep: Class 13 contains 121179 members 
Mstep: Class 14 contains 26409 members 
Mstep: Class 15 contains 197380 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 49004 members 
Mstep: Class 18 contains 7468 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749620.000000 Penalty: 55118.089844
Iteration 72Q: 18 clusters Score -6.274962e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 1914 members 
Mstep: Class 10 contains 1867 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 13 contains 121074 members 
Mstep: Class 14 contains 26798 members 
Mstep: Class 15 contains 197011 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 49022 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749888.000000 Penalty: 55118.089844
Iteration 73Q: 18 clusters Score -6.274989e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 1914 members 
Mstep: Class 10 contains 1874 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 13 contains 120980 members 
Mstep: Class 14 contains 27170 members 
Mstep: Class 15 contains 196653 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 49052 members 
Mstep: Class 18 contains 7542 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62749924.000000 Penalty: 55118.089844
Iteration 74Q: 18 clusters Score -6.274992e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 1912 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 21415 members 
Mstep: Class 13 contains 120882 members 
Mstep: Class 14 contains 27552 members 
Mstep: Class 15 contains 196277 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 49088 members 
Mstep: Class 18 contains 7575 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750164.000000 Penalty: 55118.089844
Iteration 75Q: 18 clusters Score -6.275016e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 1911 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 13 contains 120749 members 
Mstep: Class 14 contains 27929 members 
Mstep: Class 15 contains 195942 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 17 contains 49134 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750256.000000 Penalty: 55118.089844
Iteration 76Q: 18 clusters Score -6.275026e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 21420 members 
Mstep: Class 13 contains 120616 members 
Mstep: Class 14 contains 28325 members 
Mstep: Class 15 contains 195607 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 49148 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 20 contains 5886 members 
Mstep: Class 21 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750404.000000 Penalty: 55118.089844
Iteration 77Q: 18 clusters Score -6.27504e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 13 contains 120510 members 
Mstep: Class 14 contains 28709 members 
Mstep: Class 15 contains 195289 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 49147 members 
Mstep: Class 18 contains 7689 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750864.000000 Penalty: 55118.089844
Iteration 78Q: 18 clusters Score -6.275086e+07 nChanged 1140
Entering ConstructFrom: 
Score: -62750864.000000 Penalty: 55118.089844
Entering ConstructFrom: 
Trying to split cluster 1 (32951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Entering Unmasked Estep 
Score: -4496543.500000 Penalty: 2579.888672
	Iteration 0F: 2 clusters Score -4496544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4474070.500000 Penalty: 5159.777344
	Iteration 0F: 3 clusters Score -4474070 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4482061.500000 Penalty: 5159.777344
	Iteration 1F: 3 clusters Score -4482062 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4482424.500000 Penalty: 5159.777344
	Iteration 2Q: 3 clusters Score -4482424 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4482784.500000 Penalty: 5159.777344
	Iteration 3Q: 3 clusters Score -4482784 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4483074.500000 Penalty: 5159.777344
	Iteration 4Q: 3 clusters Score -4483074 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4483423.500000 Penalty: 5159.777344
	Iteration 5Q: 3 clusters Score -4483424 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4483847.000000 Penalty: 5159.777344
	Iteration 6Q: 3 clusters Score -4483847 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4484374.500000 Penalty: 5159.777344
	Iteration 7Q: 3 clusters Score -4484374 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4485050.000000 Penalty: 5159.777344
	Iteration 8Q: 3 clusters Score -4485050 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4486080.000000 Penalty: 5159.777344
	Iteration 9F: 3 clusters Score -4486080 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4487597.000000 Penalty: 5159.777344
	Iteration 10F: 3 clusters Score -4487597 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4489483.500000 Penalty: 5159.777344
	Iteration 11F: 3 clusters Score -4489484 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4491392.500000 Penalty: 5159.777344
	Iteration 12F: 3 clusters Score -4491392 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4492800.500000 Penalty: 5159.777344
	Iteration 13Q: 3 clusters Score -4492800 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4493531.000000 Penalty: 5159.777344
	Iteration 14Q: 3 clusters Score -4493531 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4493912.000000 Penalty: 5159.777344
	Iteration 15Q: 3 clusters Score -4493912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4494063.000000 Penalty: 5159.777344
	Iteration 16Q: 3 clusters Score -4494063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4494151.000000 Penalty: 5159.777344
	Iteration 17Q: 3 clusters Score -4494151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4494195.500000 Penalty: 5159.777344
	Iteration 18Q: 3 clusters Score -4494196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4494224.500000 Penalty: 5159.777344
	Iteration 19Q: 3 clusters Score -4494224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4494247.000000 Penalty: 5159.777344
	Iteration 20F: 3 clusters Score -4494247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4494262.000000 Penalty: 5159.777344
	Iteration 21Q: 3 clusters Score -4494262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4494268.500000 Penalty: 5159.777344
	Iteration 22Q: 3 clusters Score -4494268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4494269.500000 Penalty: 5159.777344
	Iteration 23Q: 3 clusters Score -4494270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4494270.500000 Penalty: 5159.777344
	Iteration 24Q: 3 clusters Score -4494270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4494270.500000 Penalty: 5159.777344
	Iteration 25F: 3 clusters Score -4494270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -74654.062500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -74654.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73030.031250 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -73030.03 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73895.851562 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -73895.85 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74435.062500 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -74435.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74682.359375 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -74682.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74796.421875 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -74796.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74874.390625 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -74874.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74900.976562 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -74900.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74914.773438 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -74914.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74933.929688 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -74933.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74945.507812 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -74945.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74955.898438 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -74955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74969.171875 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -74969.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74996.085938 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -74996.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75002.070312 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -75002.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75002.695312 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -75002.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75003.789062 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -75003.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75004.875000 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -75004.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75004.875000 Penalty: 3290.778320
	Iteration 17F: 3 clusters Score -75004.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 13 contains 120425 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 194923 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 2225 members 
Entering Unmasked Estep 
Score: -62749812.000000 Penalty: 58360.332031
Splitting cluster 2 changes total score from -62750864.000000 to -62749812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -348713.500000 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -348713.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -345615.625000 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -345615.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -346291.843750 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -346291.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -346507.468750 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -346507.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -346677.906250 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -346677.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -346790.281250 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -346790.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -346860.718750 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -346860.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -346926.062500 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -346926.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -346991.250000 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -346991.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -347036.781250 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -347036.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -347072.718750 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -347072.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -347114.562500 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -347114.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -347142.875000 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -347142.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -347168.875000 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -347168.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -347188.968750 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -347189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -347204.218750 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -347204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -347214.843750 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -347214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -347224.750000 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -347224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -347231.812500 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -347231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -347239.312500 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -347239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -347243.343750 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -347243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -347247.906250 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -347247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -347251.062500 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -347251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -347253.656250 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -347253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -347255.437500 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -347255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -347257.312500 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -347257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -347258.406250 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -347258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -347259.906250 Penalty: 3924.561768
	Iteration 26Q: 3 clusters Score -347259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -347260.500000 Penalty: 3924.561768
	Iteration 27Q: 3 clusters Score -347260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -347260.500000 Penalty: 3924.561768
	Iteration 28F: 3 clusters Score -347260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -222620.109375 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -222620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -220137.187500 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -220137.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220641.531250 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -220641.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220850.593750 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -220850.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -220990.015625 Penalty: 3706.360352
	Iteration 3F: 3 clusters Score -220990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221116.500000 Penalty: 3706.360352
	Iteration 4Q: 3 clusters Score -221116.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221217.140625 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -221217.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221290.593750 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -221290.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -221352.671875 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -221352.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -221424.593750 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -221424.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -221477.812500 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -221477.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -221520.765625 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -221520.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -221555.562500 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -221555.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -221579.546875 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -221579.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -221601.343750 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -221601.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -221612.750000 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -221612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -221624.578125 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -221624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -221633.171875 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -221633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -221637.031250 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -221637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221638.640625 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -221638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221638.828125 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -221638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221638.828125 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -221638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -15715.353516 Penalty: 1220.155273
	Iteration 0F: 2 clusters Score -15715.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14767.776367 Penalty: 2440.310547
	Iteration 0F: 3 clusters Score -14767.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14787.861328 Penalty: 2440.310547
	Iteration 1Q: 3 clusters Score -14787.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14793.152344 Penalty: 2440.310547
	Iteration 2Q: 3 clusters Score -14793.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14793.152344 Penalty: 2440.310547
	Iteration 3F: 3 clusters Score -14793.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -265962.750000 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -265962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263258.031250 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -263258 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263727.718750 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -263727.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263839.343750 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -263839.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263894.406250 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -263894.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -263926.468750 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -263926.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -263953.000000 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -263953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -263976.750000 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -263976.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263996.656250 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -263996.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264011.093750 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -264011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264021.437500 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -264021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -264028.281250 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -264028.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264030.906250 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -264030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264034.500000 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -264034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264037.562500 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -264037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264039.593750 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -264039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264042.343750 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -264042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264044.812500 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -264044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264048.375000 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -264048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264051.031250 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -264051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264054.281250 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -264054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -264058.031250 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -264058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -264060.250000 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -264060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -264060.250000 Penalty: 3794.011230
	Iteration 22F: 3 clusters Score -264060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -253814.140625 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -253814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -251268.859375 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -251268.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -251710.328125 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -251710.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -251813.421875 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -251813.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251884.156250 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -251884.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -251930.375000 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -251930.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -251956.125000 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -251956.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -251972.078125 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -251972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -251984.546875 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -251984.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -251995.968750 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -251996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -252002.171875 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -252002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -252010.125000 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -252010.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -252021.625000 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -252021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -252031.375000 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -252031.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252040.859375 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -252040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252046.734375 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -252046.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252053.718750 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -252053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252059.937500 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -252059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252064.640625 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -252064.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252068.640625 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -252068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252074.046875 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -252074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252077.781250 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -252077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252078.921875 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -252078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252079.468750 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -252079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252079.468750 Penalty: 3746.430176
	Iteration 23F: 3 clusters Score -252079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -199328.843750 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -199328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197329.593750 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -197329.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -200558.265625 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -200558.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -202912.843750 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -202912.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204009.468750 Penalty: 3738.565186
	Iteration 3F: 3 clusters Score -204009.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -204161.953125 Penalty: 3738.565186
	Iteration 4Q: 3 clusters Score -204162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -204176.718750 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -204176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -204184.296875 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -204184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -204187.984375 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -204188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -204191.015625 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -204191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -204197.953125 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -204198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204225.578125 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -204225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -204359.703125 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -204359.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -204697.578125 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -204697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205041.328125 Penalty: 3738.565186
	Iteration 13Q: 3 clusters Score -205041.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205041.328125 Penalty: 3738.565186
	Iteration 14F: 3 clusters Score -205041.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 13 contains 120425 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 194923 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 2225 members 
Entering Unmasked Estep 
Score: -62755292.000000 Penalty: 58360.332031
Splitting cluster 10 changes total score from -62750864.000000 to -62755292.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (21422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Entering Unmasked Estep 
Score: -2903963.000000 Penalty: 2473.099121
	Iteration 0F: 2 clusters Score -2903963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2888862.250000 Penalty: 4946.198242
	Iteration 0F: 3 clusters Score -2888862 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2894101.750000 Penalty: 4946.198242
	Iteration 1F: 3 clusters Score -2894102 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2894572.000000 Penalty: 4946.198242
	Iteration 2F: 3 clusters Score -2894572 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2895000.500000 Penalty: 4946.198242
	Iteration 3F: 3 clusters Score -2895000 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2895494.500000 Penalty: 4946.198242
	Iteration 4F: 3 clusters Score -2895494 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2896081.500000 Penalty: 4946.198242
	Iteration 5F: 3 clusters Score -2896082 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2896793.250000 Penalty: 4946.198242
	Iteration 6F: 3 clusters Score -2896793 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2897723.750000 Penalty: 4946.198242
	Iteration 7F: 3 clusters Score -2897724 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2898765.750000 Penalty: 4946.198242
	Iteration 8F: 3 clusters Score -2898766 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2899740.000000 Penalty: 4946.198242
	Iteration 9F: 3 clusters Score -2899740 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2900548.500000 Penalty: 4946.198242
	Iteration 10Q: 3 clusters Score -2900548 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2901109.000000 Penalty: 4946.198242
	Iteration 11Q: 3 clusters Score -2901109 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2901428.000000 Penalty: 4946.198242
	Iteration 12Q: 3 clusters Score -2901428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2901635.250000 Penalty: 4946.198242
	Iteration 13Q: 3 clusters Score -2901635 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2901740.750000 Penalty: 4946.198242
	Iteration 14Q: 3 clusters Score -2901741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2901817.500000 Penalty: 4946.198242
	Iteration 15Q: 3 clusters Score -2901818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2901867.750000 Penalty: 4946.198242
	Iteration 16Q: 3 clusters Score -2901868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2901907.500000 Penalty: 4946.198242
	Iteration 17Q: 3 clusters Score -2901908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2901927.500000 Penalty: 4946.198242
	Iteration 18Q: 3 clusters Score -2901928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2901934.250000 Penalty: 4946.198242
	Iteration 19Q: 3 clusters Score -2901934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2901946.750000 Penalty: 4946.198242
	Iteration 20F: 3 clusters Score -2901947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2901953.500000 Penalty: 4946.198242
	Iteration 21Q: 3 clusters Score -2901954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2901955.250000 Penalty: 4946.198242
	Iteration 22Q: 3 clusters Score -2901955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2901956.000000 Penalty: 4946.198242
	Iteration 23Q: 3 clusters Score -2901956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2901957.500000 Penalty: 4946.198242
	Iteration 24Q: 3 clusters Score -2901958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2901957.500000 Penalty: 4946.198242
	Iteration 25F: 3 clusters Score -2901958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Entering Unmasked Estep 
Score: -16114356.000000 Penalty: 2901.297852
	Iteration 0F: 2 clusters Score -1.611436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -16039955.000000 Penalty: 5802.595703
	Iteration 0F: 3 clusters Score -1.603996e+07 nChanged 57169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -16073080.000000 Penalty: 5802.595703
	Iteration 1F: 3 clusters Score -1.607308e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -16074983.000000 Penalty: 5802.595703
	Iteration 2Q: 3 clusters Score -1.607498e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -16077580.000000 Penalty: 5802.595703
	Iteration 3Q: 3 clusters Score -1.607758e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -16081266.000000 Penalty: 5802.595703
	Iteration 4F: 3 clusters Score -1.608127e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -16086220.000000 Penalty: 5802.595703
	Iteration 5F: 3 clusters Score -1.608622e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -16092639.000000 Penalty: 5802.595703
	Iteration 6F: 3 clusters Score -1.609264e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -16099532.000000 Penalty: 5802.595703
	Iteration 7F: 3 clusters Score -1.609953e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -16104624.000000 Penalty: 5802.595703
	Iteration 8F: 3 clusters Score -1.610462e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -16107869.000000 Penalty: 5802.595703
	Iteration 9Q: 3 clusters Score -1.610787e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -16109547.000000 Penalty: 5802.595703
	Iteration 10Q: 3 clusters Score -1.610955e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 117139 members 
Entering Unmasked Estep 
Score: -16110580.000000 Penalty: 5802.595703
	Iteration 11Q: 3 clusters Score -1.611058e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -16111333.000000 Penalty: 5802.595703
	Iteration 12Q: 3 clusters Score -1.611133e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -16111704.000000 Penalty: 5802.595703
	Iteration 13Q: 3 clusters Score -1.61117e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -16111925.000000 Penalty: 5802.595703
	Iteration 14Q: 3 clusters Score -1.611192e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -16112005.000000 Penalty: 5802.595703
	Iteration 15Q: 3 clusters Score -1.6112e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 119166 members 
Entering Unmasked Estep 
Score: -16112042.000000 Penalty: 5802.595703
	Iteration 16Q: 3 clusters Score -1.611204e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -16112106.000000 Penalty: 5802.595703
	Iteration 17Q: 3 clusters Score -1.611211e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -16112136.000000 Penalty: 5802.595703
	Iteration 18Q: 3 clusters Score -1.611214e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -16112184.000000 Penalty: 5802.595703
	Iteration 19Q: 3 clusters Score -1.611218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -16112205.000000 Penalty: 5802.595703
	Iteration 20F: 3 clusters Score -1.61122e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -16112243.000000 Penalty: 5802.595703
	Iteration 21Q: 3 clusters Score -1.611224e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 119375 members 
Entering Unmasked Estep 
Score: -16112273.000000 Penalty: 5802.595703
	Iteration 22Q: 3 clusters Score -1.611227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -16112275.000000 Penalty: 5802.595703
	Iteration 23Q: 3 clusters Score -1.611228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -16112297.000000 Penalty: 5802.595703
	Iteration 24Q: 3 clusters Score -1.61123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 119418 members 
Entering Unmasked Estep 
Score: -16112292.000000 Penalty: 5802.595703
	Iteration 25Q: 3 clusters Score -1.611229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -16112283.000000 Penalty: 5802.595703
	Iteration 26Q: 3 clusters Score -1.611228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -16112293.000000 Penalty: 5802.595703
	Iteration 27Q: 3 clusters Score -1.611229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 119445 members 
Entering Unmasked Estep 
Score: -16112282.000000 Penalty: 5802.595703
	Iteration 28Q: 3 clusters Score -1.611228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -16112297.000000 Penalty: 5802.595703
	Iteration 29Q: 3 clusters Score -1.61123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -16112280.000000 Penalty: 5802.595703
	Iteration 30Q: 3 clusters Score -1.611228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 119459 members 
Entering Unmasked Estep 
Score: -16112310.000000 Penalty: 5802.595703
	Iteration 31Q: 3 clusters Score -1.611231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 119460 members 
Entering Unmasked Estep 
Score: -16112320.000000 Penalty: 5802.595703
	Iteration 32Q: 3 clusters Score -1.611232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -16112319.000000 Penalty: 5802.595703
	Iteration 33Q: 3 clusters Score -1.611232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 119465 members 
Entering Unmasked Estep 
Score: -16112317.000000 Penalty: 5802.595703
	Iteration 34Q: 3 clusters Score -1.611232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -16112323.000000 Penalty: 5802.595703
	Iteration 35Q: 3 clusters Score -1.611232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -16112315.000000 Penalty: 5802.595703
	Iteration 36Q: 3 clusters Score -1.611232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 119472 members 
Entering Unmasked Estep 
Score: -16112318.000000 Penalty: 5802.595703
	Iteration 37Q: 3 clusters Score -1.611232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -16112314.000000 Penalty: 5802.595703
	Iteration 38Q: 3 clusters Score -1.611231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -16112318.000000 Penalty: 5802.595703
	Iteration 39Q: 3 clusters Score -1.611232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -16112335.000000 Penalty: 5802.595703
	Iteration 40F: 3 clusters Score -1.611234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -16112335.000000 Penalty: 5802.595703
	Iteration 41Q: 3 clusters Score -1.611234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -16112324.000000 Penalty: 5802.595703
	Iteration 42Q: 3 clusters Score -1.611232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -16112329.000000 Penalty: 5802.595703
	Iteration 43Q: 3 clusters Score -1.611233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -16112334.000000 Penalty: 5802.595703
	Iteration 44Q: 3 clusters Score -1.611233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -16112336.000000 Penalty: 5802.595703
	Iteration 45Q: 3 clusters Score -1.611234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -16112340.000000 Penalty: 5802.595703
	Iteration 46Q: 3 clusters Score -1.611234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -16112340.000000 Penalty: 5802.595703
	Iteration 47F: 3 clusters Score -1.611234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Entering Unmasked Estep 
Score: -3923631.250000 Penalty: 2549.304932
	Iteration 0F: 2 clusters Score -3923631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3903438.250000 Penalty: 5098.609863
	Iteration 0F: 3 clusters Score -3903438 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3910684.750000 Penalty: 5098.609863
	Iteration 1F: 3 clusters Score -3910685 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3911260.000000 Penalty: 5098.609863
	Iteration 2F: 3 clusters Score -3911260 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3911836.750000 Penalty: 5098.609863
	Iteration 3Q: 3 clusters Score -3911837 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3912579.500000 Penalty: 5098.609863
	Iteration 4F: 3 clusters Score -3912580 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3913570.250000 Penalty: 5098.609863
	Iteration 5F: 3 clusters Score -3913570 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3914832.500000 Penalty: 5098.609863
	Iteration 6F: 3 clusters Score -3914832 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3916345.750000 Penalty: 5098.609863
	Iteration 7F: 3 clusters Score -3916346 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3917790.750000 Penalty: 5098.609863
	Iteration 8F: 3 clusters Score -3917791 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3919133.750000 Penalty: 5098.609863
	Iteration 9F: 3 clusters Score -3919134 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3920085.500000 Penalty: 5098.609863
	Iteration 10Q: 3 clusters Score -3920086 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3920604.250000 Penalty: 5098.609863
	Iteration 11Q: 3 clusters Score -3920604 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3920823.250000 Penalty: 5098.609863
	Iteration 12Q: 3 clusters Score -3920823 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3920929.000000 Penalty: 5098.609863
	Iteration 13Q: 3 clusters Score -3920929 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3921000.250000 Penalty: 5098.609863
	Iteration 14Q: 3 clusters Score -3921000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3921048.000000 Penalty: 5098.609863
	Iteration 15Q: 3 clusters Score -3921048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3921097.000000 Penalty: 5098.609863
	Iteration 16Q: 3 clusters Score -3921097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3921147.250000 Penalty: 5098.609863
	Iteration 17Q: 3 clusters Score -3921147 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3921183.500000 Penalty: 5098.609863
	Iteration 18Q: 3 clusters Score -3921184 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3921223.000000 Penalty: 5098.609863
	Iteration 19Q: 3 clusters Score -3921223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3921255.250000 Penalty: 5098.609863
	Iteration 20F: 3 clusters Score -3921255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3921269.000000 Penalty: 5098.609863
	Iteration 21Q: 3 clusters Score -3921269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3921275.000000 Penalty: 5098.609863
	Iteration 22Q: 3 clusters Score -3921275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3921307.000000 Penalty: 5098.609863
	Iteration 23Q: 3 clusters Score -3921307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3921334.000000 Penalty: 5098.609863
	Iteration 24Q: 3 clusters Score -3921334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3921350.000000 Penalty: 5098.609863
	Iteration 25Q: 3 clusters Score -3921350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3921353.500000 Penalty: 5098.609863
	Iteration 26Q: 3 clusters Score -3921354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3921375.750000 Penalty: 5098.609863
	Iteration 27Q: 3 clusters Score -3921376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3921374.000000 Penalty: 5098.609863
	Iteration 28Q: 3 clusters Score -3921374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3921378.750000 Penalty: 5098.609863
	Iteration 29Q: 3 clusters Score -3921379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3921391.000000 Penalty: 5098.609863
	Iteration 30Q: 3 clusters Score -3921391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3921398.000000 Penalty: 5098.609863
	Iteration 31Q: 3 clusters Score -3921398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3921395.750000 Penalty: 5098.609863
	Iteration 32Q: 3 clusters Score -3921396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3921396.250000 Penalty: 5098.609863
	Iteration 33Q: 3 clusters Score -3921396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3921409.500000 Penalty: 5098.609863
	Iteration 34Q: 3 clusters Score -3921410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3921426.500000 Penalty: 5098.609863
	Iteration 35Q: 3 clusters Score -3921426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3921419.500000 Penalty: 5098.609863
	Iteration 36Q: 3 clusters Score -3921420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3921435.500000 Penalty: 5098.609863
	Iteration 37Q: 3 clusters Score -3921436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3921434.500000 Penalty: 5098.609863
	Iteration 38Q: 3 clusters Score -3921434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3921441.250000 Penalty: 5098.609863
	Iteration 39Q: 3 clusters Score -3921441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3921439.000000 Penalty: 5098.609863
	Iteration 40F: 3 clusters Score -3921439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3921446.750000 Penalty: 5098.609863
	Iteration 41Q: 3 clusters Score -3921447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3921451.750000 Penalty: 5098.609863
	Iteration 42Q: 3 clusters Score -3921452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3921462.750000 Penalty: 5098.609863
	Iteration 43Q: 3 clusters Score -3921463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3921463.500000 Penalty: 5098.609863
	Iteration 44Q: 3 clusters Score -3921464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3921465.000000 Penalty: 5098.609863
	Iteration 45Q: 3 clusters Score -3921465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3921466.750000 Penalty: 5098.609863
	Iteration 46Q: 3 clusters Score -3921467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3921476.250000 Penalty: 5098.609863
	Iteration 47Q: 3 clusters Score -3921476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3921473.500000 Penalty: 5098.609863
	Iteration 48Q: 3 clusters Score -3921474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3921471.500000 Penalty: 5098.609863
	Iteration 49Q: 3 clusters Score -3921472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3921474.250000 Penalty: 5098.609863
	Iteration 50Q: 3 clusters Score -3921474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3921476.250000 Penalty: 5098.609863
	Iteration 51Q: 3 clusters Score -3921476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3921478.000000 Penalty: 5098.609863
	Iteration 52Q: 3 clusters Score -3921478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3921480.500000 Penalty: 5098.609863
	Iteration 53Q: 3 clusters Score -3921480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3921484.250000 Penalty: 5098.609863
	Iteration 54Q: 3 clusters Score -3921484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3921489.000000 Penalty: 5098.609863
	Iteration 55Q: 3 clusters Score -3921489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3921486.250000 Penalty: 5098.609863
	Iteration 56Q: 3 clusters Score -3921486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3921493.750000 Penalty: 5098.609863
	Iteration 57Q: 3 clusters Score -3921494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3921493.500000 Penalty: 5098.609863
	Iteration 58Q: 3 clusters Score -3921494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3921492.500000 Penalty: 5098.609863
	Iteration 59Q: 3 clusters Score -3921492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3921491.250000 Penalty: 5098.609863
	Iteration 60F: 3 clusters Score -3921491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3921490.750000 Penalty: 5098.609863
	Iteration 61Q: 3 clusters Score -3921491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3921484.500000 Penalty: 5098.609863
	Iteration 62Q: 3 clusters Score -3921484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3921490.750000 Penalty: 5098.609863
	Iteration 63Q: 3 clusters Score -3921491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3921500.250000 Penalty: 5098.609863
	Iteration 64Q: 3 clusters Score -3921500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3921508.250000 Penalty: 5098.609863
	Iteration 65Q: 3 clusters Score -3921508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3921511.750000 Penalty: 5098.609863
	Iteration 66Q: 3 clusters Score -3921512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3921513.250000 Penalty: 5098.609863
	Iteration 67Q: 3 clusters Score -3921513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3921516.750000 Penalty: 5098.609863
	Iteration 68Q: 3 clusters Score -3921517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3921520.500000 Penalty: 5098.609863
	Iteration 69Q: 3 clusters Score -3921520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3921521.000000 Penalty: 5098.609863
	Iteration 70Q: 3 clusters Score -3921521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3921516.750000 Penalty: 5098.609863
	Iteration 71Q: 3 clusters Score -3921517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3921521.250000 Penalty: 5098.609863
	Iteration 72Q: 3 clusters Score -3921521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3921526.500000 Penalty: 5098.609863
	Iteration 73Q: 3 clusters Score -3921526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3921523.000000 Penalty: 5098.609863
	Iteration 74Q: 3 clusters Score -3921523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3921519.500000 Penalty: 5098.609863
	Iteration 75Q: 3 clusters Score -3921520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3921519.500000 Penalty: 5098.609863
	Iteration 76Q: 3 clusters Score -3921520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3921524.500000 Penalty: 5098.609863
	Iteration 77Q: 3 clusters Score -3921524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3921526.000000 Penalty: 5098.609863
	Iteration 78Q: 3 clusters Score -3921526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3921521.750000 Penalty: 5098.609863
	Iteration 79Q: 3 clusters Score -3921522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3921525.000000 Penalty: 5098.609863
	Iteration 80F: 3 clusters Score -3921525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3921528.750000 Penalty: 5098.609863
	Iteration 81Q: 3 clusters Score -3921529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3921528.000000 Penalty: 5098.609863
	Iteration 82Q: 3 clusters Score -3921528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3921526.500000 Penalty: 5098.609863
	Iteration 83Q: 3 clusters Score -3921526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3921531.500000 Penalty: 5098.609863
	Iteration 84Q: 3 clusters Score -3921532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3921529.000000 Penalty: 5098.609863
	Iteration 85Q: 3 clusters Score -3921529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3921534.000000 Penalty: 5098.609863
	Iteration 86Q: 3 clusters Score -3921534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3921534.000000 Penalty: 5098.609863
	Iteration 87Q: 3 clusters Score -3921534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3921536.750000 Penalty: 5098.609863
	Iteration 88Q: 3 clusters Score -3921537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3921536.750000 Penalty: 5098.609863
	Iteration 89F: 3 clusters Score -3921537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (194923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194923 members 
Entering Unmasked Estep 
Score: -26115532.000000 Penalty: 3020.729248
	Iteration 0F: 2 clusters Score -2.611553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -26004514.000000 Penalty: 6041.458496
	Iteration 0F: 3 clusters Score -2.600451e+07 nChanged 93468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -26060466.000000 Penalty: 6041.458496
	Iteration 1F: 3 clusters Score -2.606047e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -26062504.000000 Penalty: 6041.458496
	Iteration 2Q: 3 clusters Score -2.60625e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -26066194.000000 Penalty: 6041.458496
	Iteration 3Q: 3 clusters Score -2.606619e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -26071708.000000 Penalty: 6041.458496
	Iteration 4F: 3 clusters Score -2.607171e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -26079080.000000 Penalty: 6041.458496
	Iteration 5F: 3 clusters Score -2.607908e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122149 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -26087828.000000 Penalty: 6041.458496
	Iteration 6F: 3 clusters Score -2.608783e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -26096850.000000 Penalty: 6041.458496
	Iteration 7F: 3 clusters Score -2.609685e+07 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117507 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -26104258.000000 Penalty: 6041.458496
	Iteration 8F: 3 clusters Score -2.610426e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113489 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -26108002.000000 Penalty: 6041.458496
	Iteration 9Q: 3 clusters Score -2.6108e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -26110050.000000 Penalty: 6041.458496
	Iteration 10Q: 3 clusters Score -2.611005e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -26111476.000000 Penalty: 6041.458496
	Iteration 11Q: 3 clusters Score -2.611148e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -26112996.000000 Penalty: 6041.458496
	Iteration 12Q: 3 clusters Score -2.6113e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -26114230.000000 Penalty: 6041.458496
	Iteration 13Q: 3 clusters Score -2.611423e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -26115136.000000 Penalty: 6041.458496
	Iteration 14Q: 3 clusters Score -2.611514e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -26115920.000000 Penalty: 6041.458496
	Iteration 15Q: 3 clusters Score -2.611592e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -26116770.000000 Penalty: 6041.458496
	Iteration 16Q: 3 clusters Score -2.611677e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -26117248.000000 Penalty: 6041.458496
	Iteration 17Q: 3 clusters Score -2.611725e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -26117396.000000 Penalty: 6041.458496
	Iteration 18Q: 3 clusters Score -2.61174e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -26117674.000000 Penalty: 6041.458496
	Iteration 19Q: 3 clusters Score -2.611767e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -26117856.000000 Penalty: 6041.458496
	Iteration 20F: 3 clusters Score -2.611786e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -26118022.000000 Penalty: 6041.458496
	Iteration 21Q: 3 clusters Score -2.611802e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -26118102.000000 Penalty: 6041.458496
	Iteration 22Q: 3 clusters Score -2.61181e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -26118196.000000 Penalty: 6041.458496
	Iteration 23Q: 3 clusters Score -2.61182e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -26118262.000000 Penalty: 6041.458496
	Iteration 24Q: 3 clusters Score -2.611826e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -26118280.000000 Penalty: 6041.458496
	Iteration 25Q: 3 clusters Score -2.611828e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -26118300.000000 Penalty: 6041.458496
	Iteration 26Q: 3 clusters Score -2.61183e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -26118320.000000 Penalty: 6041.458496
	Iteration 27Q: 3 clusters Score -2.611832e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -26118368.000000 Penalty: 6041.458496
	Iteration 28Q: 3 clusters Score -2.611837e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -26118320.000000 Penalty: 6041.458496
	Iteration 29Q: 3 clusters Score -2.611832e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -26118314.000000 Penalty: 6041.458496
	Iteration 30Q: 3 clusters Score -2.611831e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 105584 members 
Entering Unmasked Estep 
Score: -26118356.000000 Penalty: 6041.458496
	Iteration 31Q: 3 clusters Score -2.611836e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -26118300.000000 Penalty: 6041.458496
	Iteration 32Q: 3 clusters Score -2.61183e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -26118352.000000 Penalty: 6041.458496
	Iteration 33Q: 3 clusters Score -2.611835e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -26118346.000000 Penalty: 6041.458496
	Iteration 34Q: 3 clusters Score -2.611835e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -26118414.000000 Penalty: 6041.458496
	Iteration 35Q: 3 clusters Score -2.611841e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -26118452.000000 Penalty: 6041.458496
	Iteration 36Q: 3 clusters Score -2.611845e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -26118414.000000 Penalty: 6041.458496
	Iteration 37Q: 3 clusters Score -2.611841e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -26118478.000000 Penalty: 6041.458496
	Iteration 38Q: 3 clusters Score -2.611848e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -26118534.000000 Penalty: 6041.458496
	Iteration 39Q: 3 clusters Score -2.611853e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -26118546.000000 Penalty: 6041.458496
	Iteration 40F: 3 clusters Score -2.611855e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -26118614.000000 Penalty: 6041.458496
	Iteration 41Q: 3 clusters Score -2.611861e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 107995 members 
Entering Unmasked Estep 
Score: -26118624.000000 Penalty: 6041.458496
	Iteration 42Q: 3 clusters Score -2.611862e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -26118674.000000 Penalty: 6041.458496
	Iteration 43Q: 3 clusters Score -2.611867e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -26118656.000000 Penalty: 6041.458496
	Iteration 44Q: 3 clusters Score -2.611866e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -26118670.000000 Penalty: 6041.458496
	Iteration 45Q: 3 clusters Score -2.611867e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -26118710.000000 Penalty: 6041.458496
	Iteration 46Q: 3 clusters Score -2.611871e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -26118702.000000 Penalty: 6041.458496
	Iteration 47Q: 3 clusters Score -2.61187e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -26118778.000000 Penalty: 6041.458496
	Iteration 48Q: 3 clusters Score -2.611878e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -26118830.000000 Penalty: 6041.458496
	Iteration 49Q: 3 clusters Score -2.611883e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 111393 members 
Entering Unmasked Estep 
Score: -26118892.000000 Penalty: 6041.458496
	Iteration 50Q: 3 clusters Score -2.611889e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -26118960.000000 Penalty: 6041.458496
	Iteration 51Q: 3 clusters Score -2.611896e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 112767 members 
Entering Unmasked Estep 
Score: -26119026.000000 Penalty: 6041.458496
	Iteration 52Q: 3 clusters Score -2.611903e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -26119102.000000 Penalty: 6041.458496
	Iteration 53Q: 3 clusters Score -2.61191e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -26119222.000000 Penalty: 6041.458496
	Iteration 54Q: 3 clusters Score -2.611922e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -26119292.000000 Penalty: 6041.458496
	Iteration 55Q: 3 clusters Score -2.611929e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -26119216.000000 Penalty: 6041.458496
	Iteration 56Q: 3 clusters Score -2.611922e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -26119360.000000 Penalty: 6041.458496
	Iteration 57Q: 3 clusters Score -2.611936e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -26119472.000000 Penalty: 6041.458496
	Iteration 58Q: 3 clusters Score -2.611947e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -26119454.000000 Penalty: 6041.458496
	Iteration 59Q: 3 clusters Score -2.611945e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -26119752.000000 Penalty: 6041.458496
	Iteration 60F: 3 clusters Score -2.611975e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 123983 members 
Entering Unmasked Estep 
Score: -26120052.000000 Penalty: 6041.458496
	Iteration 61Q: 3 clusters Score -2.612005e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -26120464.000000 Penalty: 6041.458496
	Iteration 62Q: 3 clusters Score -2.612046e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 129244 members 
Entering Unmasked Estep 
Score: -26120670.000000 Penalty: 6041.458496
	Iteration 63Q: 3 clusters Score -2.612067e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 132662 members 
Entering Unmasked Estep 
Score: -26120860.000000 Penalty: 6041.458496
	Iteration 64Q: 3 clusters Score -2.612086e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 136693 members 
Entering Unmasked Estep 
Score: -26120870.000000 Penalty: 6041.458496
	Iteration 65Q: 3 clusters Score -2.612087e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 141567 members 
Entering Unmasked Estep 
Score: -26120498.000000 Penalty: 6041.458496
	Iteration 66Q: 3 clusters Score -2.61205e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -26119782.000000 Penalty: 6041.458496
	Iteration 67Q: 3 clusters Score -2.611978e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -26118724.000000 Penalty: 6041.458496
	Iteration 68Q: 3 clusters Score -2.611872e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -26117108.000000 Penalty: 6041.458496
	Iteration 69Q: 3 clusters Score -2.611711e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -26114732.000000 Penalty: 6041.458496
	Iteration 70Q: 3 clusters Score -2.611473e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 173668 members 
Entering Unmasked Estep 
Score: -26111954.000000 Penalty: 6041.458496
	Iteration 71Q: 3 clusters Score -2.611195e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -26110678.000000 Penalty: 6041.458496
	Iteration 72Q: 3 clusters Score -2.611068e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 178631 members 
Entering Unmasked Estep 
Score: -26110344.000000 Penalty: 6041.458496
	Iteration 73Q: 3 clusters Score -2.611034e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 179269 members 
Entering Unmasked Estep 
Score: -26110198.000000 Penalty: 6041.458496
	Iteration 74Q: 3 clusters Score -2.61102e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 179488 members 
Entering Unmasked Estep 
Score: -26110152.000000 Penalty: 6041.458496
	Iteration 75Q: 3 clusters Score -2.611015e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 179570 members 
Entering Unmasked Estep 
Score: -26110096.000000 Penalty: 6041.458496
	Iteration 76Q: 3 clusters Score -2.61101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 179600 members 
Entering Unmasked Estep 
Score: -26110062.000000 Penalty: 6041.458496
	Iteration 77Q: 3 clusters Score -2.611006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 179610 members 
Entering Unmasked Estep 
Score: -26110046.000000 Penalty: 6041.458496
	Iteration 78Q: 3 clusters Score -2.611005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -26110032.000000 Penalty: 6041.458496
	Iteration 79Q: 3 clusters Score -2.611003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 179617 members 
Entering Unmasked Estep 
Score: -26113730.000000 Penalty: 6041.458496
	Iteration 80F: 3 clusters Score -2.611373e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -26113082.000000 Penalty: 6041.458496
	Iteration 81Q: 3 clusters Score -2.611308e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 189157 members 
Entering Unmasked Estep 
Score: -26112836.000000 Penalty: 6041.458496
	Iteration 82Q: 3 clusters Score -2.611284e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 191468 members 
Entering Unmasked Estep 
Score: -26113098.000000 Penalty: 6041.458496
	Iteration 83Q: 3 clusters Score -2.61131e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 192837 members 
Entering Unmasked Estep 
Score: -26113244.000000 Penalty: 6041.458496
	Iteration 84Q: 3 clusters Score -2.611324e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 193594 members 
Entering Unmasked Estep 
Score: -26113248.000000 Penalty: 6041.458496
	Iteration 85Q: 3 clusters Score -2.611325e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -26113212.000000 Penalty: 6041.458496
	Iteration 86Q: 3 clusters Score -2.611321e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 194248 members 
Entering Unmasked Estep 
Score: -26113190.000000 Penalty: 6041.458496
	Iteration 87Q: 3 clusters Score -2.611319e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 194371 members 
Entering Unmasked Estep 
Score: -26113124.000000 Penalty: 6041.458496
	Iteration 88Q: 3 clusters Score -2.611312e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -26113102.000000 Penalty: 6041.458496
	Iteration 89Q: 3 clusters Score -2.61131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 194487 members 
Entering Unmasked Estep 
Score: -26113106.000000 Penalty: 6041.458496
	Iteration 90Q: 3 clusters Score -2.611311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 194514 members 
Entering Unmasked Estep 
Score: -26113102.000000 Penalty: 6041.458496
	Iteration 91Q: 3 clusters Score -2.61131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 194527 members 
Entering Unmasked Estep 
Score: -26113112.000000 Penalty: 6041.458496
	Iteration 92Q: 3 clusters Score -2.611311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -26113108.000000 Penalty: 6041.458496
	Iteration 93Q: 3 clusters Score -2.611311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 194548 members 
Entering Unmasked Estep 
Score: -26113076.000000 Penalty: 6041.458496
	Iteration 94Q: 3 clusters Score -2.611308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194555 members 
Entering Unmasked Estep 
Score: -26113074.000000 Penalty: 6041.458496
	Iteration 95Q: 3 clusters Score -2.611307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -26113090.000000 Penalty: 6041.458496
	Iteration 96Q: 3 clusters Score -2.611309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -26113112.000000 Penalty: 6041.458496
	Iteration 97Q: 3 clusters Score -2.611311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -26113120.000000 Penalty: 6041.458496
	Iteration 98Q: 3 clusters Score -2.611312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 194588 members 
Entering Unmasked Estep 
Score: -26113118.000000 Penalty: 6041.458496
	Iteration 99Q: 3 clusters Score -2.611312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -26113128.000000 Penalty: 6041.458496
	Iteration 100F: 3 clusters Score -2.611313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 194594 members 
Entering Unmasked Estep 
Score: -26113110.000000 Penalty: 6041.458496
	Iteration 101Q: 3 clusters Score -2.611311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 194595 members 
Entering Unmasked Estep 
Score: -26113122.000000 Penalty: 6041.458496
	Iteration 102Q: 3 clusters Score -2.611312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -26113130.000000 Penalty: 6041.458496
	Iteration 103Q: 3 clusters Score -2.611313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 194602 members 
Entering Unmasked Estep 
Score: -26113118.000000 Penalty: 6041.458496
	Iteration 104Q: 3 clusters Score -2.611312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -26113122.000000 Penalty: 6041.458496
	Iteration 105Q: 3 clusters Score -2.611312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 194609 members 
Entering Unmasked Estep 
Score: -26113112.000000 Penalty: 6041.458496
	Iteration 106Q: 3 clusters Score -2.611311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -26113122.000000 Penalty: 6041.458496
	Iteration 107Q: 3 clusters Score -2.611312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194612 members 
Entering Unmasked Estep 
Score: -26113108.000000 Penalty: 6041.458496
	Iteration 108Q: 3 clusters Score -2.611311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 194613 members 
Entering Unmasked Estep 
Score: -26113132.000000 Penalty: 6041.458496
	Iteration 109Q: 3 clusters Score -2.611313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 194615 members 
Entering Unmasked Estep 
Score: -26113110.000000 Penalty: 6041.458496
	Iteration 110Q: 3 clusters Score -2.611311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194618 members 
Entering Unmasked Estep 
Score: -26113128.000000 Penalty: 6041.458496
	Iteration 111Q: 3 clusters Score -2.611313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 194619 members 
Entering Unmasked Estep 
Score: -26113132.000000 Penalty: 6041.458496
	Iteration 112Q: 3 clusters Score -2.611313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 194622 members 
Entering Unmasked Estep 
Score: -26113140.000000 Penalty: 6041.458496
	Iteration 113Q: 3 clusters Score -2.611314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194623 members 
Entering Unmasked Estep 
Score: -26113132.000000 Penalty: 6041.458496
	Iteration 114Q: 3 clusters Score -2.611313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194623 members 
Entering Unmasked Estep 
Score: -26113132.000000 Penalty: 6041.458496
	Iteration 115F: 3 clusters Score -2.611313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -103912.375000 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -103912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102236.812500 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -102236.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102595.906250 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -102595.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102806.835938 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -102806.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102969.101562 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -102969.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103145.734375 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -103145.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103281.156250 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -103281.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103332.476562 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -103332.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103361.054688 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -103361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103384.164062 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -103384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103449.242188 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -103449.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -103589.921875 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -103589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103657.257812 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -103657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103665.570312 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -103665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103668.367188 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -103668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103669.046875 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -103669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103669.046875 Penalty: 3366.771240
	Iteration 15F: 3 clusters Score -103669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Entering Unmasked Estep 
Score: -6445558.000000 Penalty: 2679.062744
	Iteration 0F: 2 clusters Score -6445558 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 24530 members 
Entering Unmasked Estep 
Score: -6412585.000000 Penalty: 5358.125488
	Iteration 0F: 3 clusters Score -6412585 nChanged 22677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6425094.500000 Penalty: 5358.125488
	Iteration 1F: 3 clusters Score -6425094 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -6425606.500000 Penalty: 5358.125488
	Iteration 2Q: 3 clusters Score -6425606 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6426022.500000 Penalty: 5358.125488
	Iteration 3Q: 3 clusters Score -6426022 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -6426513.000000 Penalty: 5358.125488
	Iteration 4Q: 3 clusters Score -6426513 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -6427046.000000 Penalty: 5358.125488
	Iteration 5Q: 3 clusters Score -6427046 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -6427786.500000 Penalty: 5358.125488
	Iteration 6Q: 3 clusters Score -6427786 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6428818.500000 Penalty: 5358.125488
	Iteration 7Q: 3 clusters Score -6428818 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -6430378.500000 Penalty: 5358.125488
	Iteration 8F: 3 clusters Score -6430378 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -6432736.000000 Penalty: 5358.125488
	Iteration 9F: 3 clusters Score -6432736 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -6435438.000000 Penalty: 5358.125488
	Iteration 10F: 3 clusters Score -6435438 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6438176.000000 Penalty: 5358.125488
	Iteration 11F: 3 clusters Score -6438176 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6440270.000000 Penalty: 5358.125488
	Iteration 12Q: 3 clusters Score -6440270 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6441613.500000 Penalty: 5358.125488
	Iteration 13Q: 3 clusters Score -6441614 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6442292.000000 Penalty: 5358.125488
	Iteration 14Q: 3 clusters Score -6442292 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6442655.000000 Penalty: 5358.125488
	Iteration 15Q: 3 clusters Score -6442655 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6442863.500000 Penalty: 5358.125488
	Iteration 16Q: 3 clusters Score -6442864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6442978.000000 Penalty: 5358.125488
	Iteration 17Q: 3 clusters Score -6442978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6443043.000000 Penalty: 5358.125488
	Iteration 18Q: 3 clusters Score -6443043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6443078.000000 Penalty: 5358.125488
	Iteration 19Q: 3 clusters Score -6443078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6443113.500000 Penalty: 5358.125488
	Iteration 20F: 3 clusters Score -6443114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6443134.000000 Penalty: 5358.125488
	Iteration 21Q: 3 clusters Score -6443134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6443172.500000 Penalty: 5358.125488
	Iteration 22Q: 3 clusters Score -6443172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6443189.000000 Penalty: 5358.125488
	Iteration 23Q: 3 clusters Score -6443189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6443194.500000 Penalty: 5358.125488
	Iteration 24Q: 3 clusters Score -6443194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6443204.500000 Penalty: 5358.125488
	Iteration 25Q: 3 clusters Score -6443204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6443209.000000 Penalty: 5358.125488
	Iteration 26Q: 3 clusters Score -6443209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6443214.500000 Penalty: 5358.125488
	Iteration 27Q: 3 clusters Score -6443214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6443220.500000 Penalty: 5358.125488
	Iteration 28Q: 3 clusters Score -6443220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6443218.000000 Penalty: 5358.125488
	Iteration 29Q: 3 clusters Score -6443218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6443217.000000 Penalty: 5358.125488
	Iteration 30Q: 3 clusters Score -6443217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6443217.000000 Penalty: 5358.125488
	Iteration 31F: 3 clusters Score -6443217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Entering Unmasked Estep 
Score: -1045201.687500 Penalty: 2219.957031
	Iteration 0F: 2 clusters Score -1045202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1039043.812500 Penalty: 4439.914062
	Iteration 0F: 3 clusters Score -1039044 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1040912.750000 Penalty: 4439.914062
	Iteration 1F: 3 clusters Score -1040913 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1041585.750000 Penalty: 4439.914062
	Iteration 2F: 3 clusters Score -1041586 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1042304.625000 Penalty: 4439.914062
	Iteration 3F: 3 clusters Score -1042305 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1042896.375000 Penalty: 4439.914062
	Iteration 4F: 3 clusters Score -1042896 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1043360.812500 Penalty: 4439.914062
	Iteration 5F: 3 clusters Score -1043361 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1043673.562500 Penalty: 4439.914062
	Iteration 6F: 3 clusters Score -1043674 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1043896.500000 Penalty: 4439.914062
	Iteration 7Q: 3 clusters Score -1043896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1044045.062500 Penalty: 4439.914062
	Iteration 8Q: 3 clusters Score -1044045 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1044138.875000 Penalty: 4439.914062
	Iteration 9Q: 3 clusters Score -1044139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1044200.000000 Penalty: 4439.914062
	Iteration 10Q: 3 clusters Score -1044200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1044231.562500 Penalty: 4439.914062
	Iteration 11Q: 3 clusters Score -1044232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1044250.875000 Penalty: 4439.914062
	Iteration 12Q: 3 clusters Score -1044251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1044261.687500 Penalty: 4439.914062
	Iteration 13Q: 3 clusters Score -1044262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1044278.812500 Penalty: 4439.914062
	Iteration 14Q: 3 clusters Score -1044279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1044292.562500 Penalty: 4439.914062
	Iteration 15Q: 3 clusters Score -1044293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1044300.000000 Penalty: 4439.914062
	Iteration 16Q: 3 clusters Score -1044300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1044303.250000 Penalty: 4439.914062
	Iteration 17Q: 3 clusters Score -1044303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1044305.625000 Penalty: 4439.914062
	Iteration 18Q: 3 clusters Score -1044306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1044309.187500 Penalty: 4439.914062
	Iteration 19Q: 3 clusters Score -1044309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1044310.625000 Penalty: 4439.914062
	Iteration 20F: 3 clusters Score -1044311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1044311.562500 Penalty: 4439.914062
	Iteration 21Q: 3 clusters Score -1044312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1044312.437500 Penalty: 4439.914062
	Iteration 22Q: 3 clusters Score -1044312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1044313.125000 Penalty: 4439.914062
	Iteration 23Q: 3 clusters Score -1044313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1044313.125000 Penalty: 4439.914062
	Iteration 24F: 3 clusters Score -1044313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -771695.687500 Penalty: 2153.941162
	Iteration 0F: 2 clusters Score -771695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -766611.937500 Penalty: 4307.882324
	Iteration 0F: 3 clusters Score -766611.9 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -767960.000000 Penalty: 4307.882324
	Iteration 1F: 3 clusters Score -767960 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -768412.125000 Penalty: 4307.882324
	Iteration 2F: 3 clusters Score -768412.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -769029.312500 Penalty: 4307.882324
	Iteration 3F: 3 clusters Score -769029.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -769724.875000 Penalty: 4307.882324
	Iteration 4F: 3 clusters Score -769724.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -770184.937500 Penalty: 4307.882324
	Iteration 5F: 3 clusters Score -770184.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -770420.000000 Penalty: 4307.882324
	Iteration 6F: 3 clusters Score -770420 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -770535.500000 Penalty: 4307.882324
	Iteration 7Q: 3 clusters Score -770535.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -770617.937500 Penalty: 4307.882324
	Iteration 8Q: 3 clusters Score -770617.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -770694.125000 Penalty: 4307.882324
	Iteration 9Q: 3 clusters Score -770694.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -770748.875000 Penalty: 4307.882324
	Iteration 10Q: 3 clusters Score -770748.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -770788.062500 Penalty: 4307.882324
	Iteration 11Q: 3 clusters Score -770788.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -770835.500000 Penalty: 4307.882324
	Iteration 12Q: 3 clusters Score -770835.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -770876.187500 Penalty: 4307.882324
	Iteration 13Q: 3 clusters Score -770876.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -770906.875000 Penalty: 4307.882324
	Iteration 14Q: 3 clusters Score -770906.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -770936.750000 Penalty: 4307.882324
	Iteration 15Q: 3 clusters Score -770936.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -770967.562500 Penalty: 4307.882324
	Iteration 16Q: 3 clusters Score -770967.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -770982.562500 Penalty: 4307.882324
	Iteration 17Q: 3 clusters Score -770982.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -770993.125000 Penalty: 4307.882324
	Iteration 18Q: 3 clusters Score -770993.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -771002.562500 Penalty: 4307.882324
	Iteration 19Q: 3 clusters Score -771002.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -771011.375000 Penalty: 4307.882324
	Iteration 20F: 3 clusters Score -771011.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -771023.187500 Penalty: 4307.882324
	Iteration 21Q: 3 clusters Score -771023.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -771033.875000 Penalty: 4307.882324
	Iteration 22Q: 3 clusters Score -771033.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -771043.125000 Penalty: 4307.882324
	Iteration 23Q: 3 clusters Score -771043.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -771052.000000 Penalty: 4307.882324
	Iteration 24Q: 3 clusters Score -771052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -771060.562500 Penalty: 4307.882324
	Iteration 25Q: 3 clusters Score -771060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -771067.875000 Penalty: 4307.882324
	Iteration 26Q: 3 clusters Score -771067.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -771078.437500 Penalty: 4307.882324
	Iteration 27Q: 3 clusters Score -771078.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -771089.250000 Penalty: 4307.882324
	Iteration 28Q: 3 clusters Score -771089.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -771103.937500 Penalty: 4307.882324
	Iteration 29Q: 3 clusters Score -771103.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -771117.812500 Penalty: 4307.882324
	Iteration 30Q: 3 clusters Score -771117.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -771129.312500 Penalty: 4307.882324
	Iteration 31Q: 3 clusters Score -771129.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -771139.312500 Penalty: 4307.882324
	Iteration 32Q: 3 clusters Score -771139.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -771142.625000 Penalty: 4307.882324
	Iteration 33Q: 3 clusters Score -771142.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -771148.750000 Penalty: 4307.882324
	Iteration 34Q: 3 clusters Score -771148.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -771158.875000 Penalty: 4307.882324
	Iteration 35Q: 3 clusters Score -771158.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -771166.750000 Penalty: 4307.882324
	Iteration 36Q: 3 clusters Score -771166.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -771174.250000 Penalty: 4307.882324
	Iteration 37Q: 3 clusters Score -771174.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -771179.625000 Penalty: 4307.882324
	Iteration 38Q: 3 clusters Score -771179.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -771184.187500 Penalty: 4307.882324
	Iteration 39Q: 3 clusters Score -771184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -771185.250000 Penalty: 4307.882324
	Iteration 40F: 3 clusters Score -771185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -771188.750000 Penalty: 4307.882324
	Iteration 41Q: 3 clusters Score -771188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -771192.437500 Penalty: 4307.882324
	Iteration 42Q: 3 clusters Score -771192.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -771195.500000 Penalty: 4307.882324
	Iteration 43Q: 3 clusters Score -771195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -771200.250000 Penalty: 4307.882324
	Iteration 44Q: 3 clusters Score -771200.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -771205.375000 Penalty: 4307.882324
	Iteration 45Q: 3 clusters Score -771205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -771207.437500 Penalty: 4307.882324
	Iteration 46Q: 3 clusters Score -771207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -771211.937500 Penalty: 4307.882324
	Iteration 47Q: 3 clusters Score -771211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -771214.500000 Penalty: 4307.882324
	Iteration 48Q: 3 clusters Score -771214.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -771218.000000 Penalty: 4307.882324
	Iteration 49Q: 3 clusters Score -771218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -771220.125000 Penalty: 4307.882324
	Iteration 50Q: 3 clusters Score -771220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -771220.437500 Penalty: 4307.882324
	Iteration 51Q: 3 clusters Score -771220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -771220.437500 Penalty: 4307.882324
	Iteration 52F: 3 clusters Score -771220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -294133.031250 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -294133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -291381.750000 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -291381.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -291871.937500 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -291871.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -292002.875000 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -292002.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -292064.375000 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -292064.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -292105.187500 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -292105.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292145.937500 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -292145.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -292176.843750 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -292176.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -292198.875000 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -292198.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -292217.187500 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -292217.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -292229.687500 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -292229.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -292243.812500 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -292243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -292260.156250 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -292260.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -292276.375000 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -292276.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -292287.062500 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -292287.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -292299.250000 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -292299.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -292312.906250 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -292312.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -292325.531250 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -292325.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -292344.125000 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -292344.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -292368.562500 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -292368.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -292402.125000 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -292402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -292427.468750 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -292427.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -292461.843750 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -292461.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -292503.000000 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -292503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -292571.531250 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -292571.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -292665.812500 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -292665.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -292787.937500 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -292787.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -292961.375000 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -292961.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -293265.218750 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -293265.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -293664.187500 Penalty: 3822.926025
	Iteration 28F: 3 clusters Score -293664.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -294019.593750 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -294019.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -294143.250000 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -294143.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -294199.281250 Penalty: 3822.926025
	Iteration 31Q: 3 clusters Score -294199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -294219.250000 Penalty: 3822.926025
	Iteration 32Q: 3 clusters Score -294219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -294228.375000 Penalty: 3822.926025
	Iteration 33Q: 3 clusters Score -294228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -294237.000000 Penalty: 3822.926025
	Iteration 34Q: 3 clusters Score -294237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -294240.000000 Penalty: 3822.926025
	Iteration 35Q: 3 clusters Score -294240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294240.687500 Penalty: 3822.926025
	Iteration 36Q: 3 clusters Score -294240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294240.687500 Penalty: 3822.926025
	Iteration 37F: 3 clusters Score -294240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 13 contains 120425 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 194923 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 1210 members 
Entering Unmasked Estep 
Score: -62754164.000000 Penalty: 61602.574219
Splitting cluster 21 changes total score from -62750864.000000 to -62754164.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 13 contains 120425 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 194923 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754424.000000 Penalty: 61602.574219
Iteration 79Q: 20 clusters Score -6.275442e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 2098 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 13 contains 120403 members 
Mstep: Class 14 contains 29527 members 
Mstep: Class 15 contains 194609 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 49151 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755272.000000 Penalty: 61602.574219
Iteration 80F: 20 clusters Score -6.275527e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21438 members 
Mstep: Class 13 contains 120196 members 
Mstep: Class 14 contains 29925 members 
Mstep: Class 15 contains 194209 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 49150 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 20 contains 5927 members 
Mstep: Class 21 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756180.000000 Penalty: 61602.574219
Iteration 81Q: 20 clusters Score -6.275618e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 115 members 
Mstep: Class 6 contains 1021 members 
Mstep: Class 7 contains 1320 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 1867 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21443 members 
Mstep: Class 13 contains 119998 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 193817 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 49141 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756480.000000 Penalty: 61602.574219
Iteration 82Q: 20 clusters Score -6.275648e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 114 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21444 members 
Mstep: Class 13 contains 119967 members 
Mstep: Class 14 contains 30771 members 
Mstep: Class 15 contains 193292 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 49124 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756572.000000 Penalty: 61602.574219
Iteration 83Q: 20 clusters Score -6.275657e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21450 members 
Mstep: Class 13 contains 119974 members 
Mstep: Class 14 contains 31181 members 
Mstep: Class 15 contains 192785 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 49111 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756468.000000 Penalty: 61602.574219
Iteration 84Q: 20 clusters Score -6.275647e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21450 members 
Mstep: Class 13 contains 120020 members 
Mstep: Class 14 contains 31594 members 
Mstep: Class 15 contains 192216 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 49114 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756472.000000 Penalty: 61602.574219
Iteration 85Q: 20 clusters Score -6.275647e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21456 members 
Mstep: Class 13 contains 120154 members 
Mstep: Class 14 contains 32013 members 
Mstep: Class 15 contains 191546 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 49130 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756224.000000 Penalty: 61602.574219
Iteration 86Q: 20 clusters Score -6.275622e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21456 members 
Mstep: Class 13 contains 120231 members 
Mstep: Class 14 contains 32481 members 
Mstep: Class 15 contains 190893 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 49154 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756152.000000 Penalty: 61602.574219
Iteration 87Q: 20 clusters Score -6.275615e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21466 members 
Mstep: Class 13 contains 120389 members 
Mstep: Class 14 contains 32969 members 
Mstep: Class 15 contains 190154 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 49178 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755924.000000 Penalty: 61602.574219
Iteration 88Q: 20 clusters Score -6.275592e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21468 members 
Mstep: Class 13 contains 120606 members 
Mstep: Class 14 contains 33461 members 
Mstep: Class 15 contains 189363 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755800.000000 Penalty: 61602.574219
Iteration 89Q: 20 clusters Score -6.27558e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 13 contains 120804 members 
Mstep: Class 14 contains 33963 members 
Mstep: Class 15 contains 188559 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 20 contains 6051 members 
Mstep: Class 21 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755764.000000 Penalty: 61602.574219
Iteration 90Q: 20 clusters Score -6.275576e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21466 members 
Mstep: Class 13 contains 121044 members 
Mstep: Class 14 contains 34513 members 
Mstep: Class 15 contains 187691 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 49177 members 
Mstep: Class 18 contains 8102 members 
Mstep: Class 20 contains 6069 members 
Mstep: Class 21 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755388.000000 Penalty: 61602.574219
Iteration 91Q: 20 clusters Score -6.275539e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21483 members 
Mstep: Class 13 contains 121312 members 
Mstep: Class 14 contains 35009 members 
Mstep: Class 15 contains 186840 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 49165 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 20 contains 6076 members 
Mstep: Class 21 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755296.000000 Penalty: 61602.574219
Iteration 92Q: 20 clusters Score -6.27553e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 2788 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21497 members 
Mstep: Class 13 contains 121591 members 
Mstep: Class 14 contains 35521 members 
Mstep: Class 15 contains 185980 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 49154 members 
Mstep: Class 18 contains 8197 members 
Mstep: Class 20 contains 6078 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755060.000000 Penalty: 61602.574219
Iteration 93Q: 20 clusters Score -6.275506e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 13 contains 121890 members 
Mstep: Class 14 contains 36071 members 
Mstep: Class 15 contains 185038 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 49150 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 20 contains 6085 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754748.000000 Penalty: 61602.574219
Iteration 94Q: 20 clusters Score -6.275475e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1095 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21525 members 
Mstep: Class 13 contains 122240 members 
Mstep: Class 14 contains 36627 members 
Mstep: Class 15 contains 184031 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 49148 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754256.000000 Penalty: 61602.574219
Iteration 95Q: 20 clusters Score -6.275426e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21535 members 
Mstep: Class 13 contains 122643 members 
Mstep: Class 14 contains 37151 members 
Mstep: Class 15 contains 183010 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 49147 members 
Mstep: Class 18 contains 8342 members 
Mstep: Class 20 contains 6099 members 
Mstep: Class 21 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753896.000000 Penalty: 61602.574219
Iteration 96Q: 20 clusters Score -6.27539e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21539 members 
Mstep: Class 13 contains 123140 members 
Mstep: Class 14 contains 37740 members 
Mstep: Class 15 contains 181785 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 49163 members 
Mstep: Class 18 contains 8387 members 
Mstep: Class 20 contains 6109 members 
Mstep: Class 21 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753308.000000 Penalty: 61602.574219
Iteration 97Q: 20 clusters Score -6.275331e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21553 members 
Mstep: Class 13 contains 123624 members 
Mstep: Class 14 contains 38320 members 
Mstep: Class 15 contains 180609 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 49167 members 
Mstep: Class 18 contains 8426 members 
Mstep: Class 20 contains 6115 members 
Mstep: Class 21 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752844.000000 Penalty: 61602.574219
Iteration 98Q: 20 clusters Score -6.275284e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 13 contains 124110 members 
Mstep: Class 14 contains 38926 members 
Mstep: Class 15 contains 179434 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 49126 members 
Mstep: Class 18 contains 8469 members 
Mstep: Class 20 contains 6123 members 
Mstep: Class 21 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752412.000000 Penalty: 61602.574219
Iteration 99Q: 20 clusters Score -6.275241e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 21567 members 
Mstep: Class 13 contains 124674 members 
Mstep: Class 14 contains 39522 members 
Mstep: Class 15 contains 178179 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 49117 members 
Mstep: Class 18 contains 8491 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752132.000000 Penalty: 61602.574219
Iteration 100F: 20 clusters Score -6.275213e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 920 members 
Mstep: Class 11 contains 21584 members 
Mstep: Class 13 contains 125260 members 
Mstep: Class 14 contains 40154 members 
Mstep: Class 15 contains 176837 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 49135 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 20 contains 6122 members 
Mstep: Class 21 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751876.000000 Penalty: 61602.574219
Iteration 101Q: 20 clusters Score -6.275188e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 21609 members 
Mstep: Class 13 contains 126026 members 
Mstep: Class 14 contains 40730 members 
Mstep: Class 15 contains 175368 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 49134 members 
Mstep: Class 18 contains 8560 members 
Mstep: Class 20 contains 6129 members 
Mstep: Class 21 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751876.000000 Penalty: 61602.574219
Iteration 102Q: 20 clusters Score -6.275188e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 1646 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 13 contains 126839 members 
Mstep: Class 14 contains 41321 members 
Mstep: Class 15 contains 173853 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 49140 members 
Mstep: Class 18 contains 8601 members 
Mstep: Class 20 contains 6131 members 
Mstep: Class 21 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751676.000000 Penalty: 61602.574219
Iteration 103Q: 20 clusters Score -6.275168e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2842 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 21666 members 
Mstep: Class 13 contains 127615 members 
Mstep: Class 14 contains 41910 members 
Mstep: Class 15 contains 172363 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 49144 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 20 contains 6140 members 
Mstep: Class 21 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751784.000000 Penalty: 61602.574219
Iteration 104Q: 20 clusters Score -6.275178e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 923 members 
Mstep: Class 11 contains 21684 members 
Mstep: Class 13 contains 128354 members 
Mstep: Class 14 contains 42509 members 
Mstep: Class 15 contains 170905 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 49131 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 20 contains 6138 members 
Mstep: Class 21 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751824.000000 Penalty: 61602.574219
Iteration 105Q: 20 clusters Score -6.275182e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 924 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 13 contains 129119 members 
Mstep: Class 14 contains 43077 members 
Mstep: Class 15 contains 169486 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 49082 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 20 contains 6135 members 
Mstep: Class 21 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751396.000000 Penalty: 61602.574219
Iteration 106Q: 20 clusters Score -6.27514e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 21695 members 
Mstep: Class 13 contains 129934 members 
Mstep: Class 14 contains 43683 members 
Mstep: Class 15 contains 168013 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 49023 members 
Mstep: Class 18 contains 8745 members 
Mstep: Class 20 contains 6139 members 
Mstep: Class 21 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751448.000000 Penalty: 61602.574219
Iteration 107Q: 20 clusters Score -6.275145e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 926 members 
Mstep: Class 11 contains 21709 members 
Mstep: Class 13 contains 130698 members 
Mstep: Class 14 contains 44260 members 
Mstep: Class 15 contains 166578 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 48951 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 20 contains 6148 members 
Mstep: Class 21 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751296.000000 Penalty: 61602.574219
Iteration 108Q: 20 clusters Score -6.27513e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 21721 members 
Mstep: Class 13 contains 131544 members 
Mstep: Class 14 contains 44834 members 
Mstep: Class 15 contains 165092 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 48890 members 
Mstep: Class 18 contains 8823 members 
Mstep: Class 20 contains 6151 members 
Mstep: Class 21 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751132.000000 Penalty: 61602.574219
Iteration 109Q: 20 clusters Score -6.275113e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 21730 members 
Mstep: Class 13 contains 132314 members 
Mstep: Class 14 contains 45425 members 
Mstep: Class 15 contains 163628 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48849 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 20 contains 6151 members 
Mstep: Class 21 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751220.000000 Penalty: 61602.574219
Iteration 110Q: 20 clusters Score -6.275122e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2878 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 13 contains 133067 members 
Mstep: Class 14 contains 46023 members 
Mstep: Class 15 contains 162180 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48817 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 20 contains 6155 members 
Mstep: Class 21 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751108.000000 Penalty: 61602.574219
Iteration 111Q: 20 clusters Score -6.275111e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2880 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 13 contains 133786 members 
Mstep: Class 14 contains 46614 members 
Mstep: Class 15 contains 160766 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48795 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750996.000000 Penalty: 61602.574219
Iteration 112Q: 20 clusters Score -6.2751e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 13 contains 134561 members 
Mstep: Class 14 contains 47153 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48767 members 
Mstep: Class 18 contains 9016 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750824.000000 Penalty: 61602.574219
Iteration 113Q: 20 clusters Score -6.275082e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2887 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 13 contains 135279 members 
Mstep: Class 14 contains 47694 members 
Mstep: Class 15 contains 158012 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48727 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750884.000000 Penalty: 61602.574219
Iteration 114Q: 20 clusters Score -6.275088e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2889 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21789 members 
Mstep: Class 13 contains 136023 members 
Mstep: Class 14 contains 48232 members 
Mstep: Class 15 contains 156658 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48692 members 
Mstep: Class 18 contains 9128 members 
Mstep: Class 20 contains 6213 members 
Mstep: Class 21 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750788.000000 Penalty: 61602.574219
Iteration 115Q: 20 clusters Score -6.275079e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2228 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 1863 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 13 contains 136814 members 
Mstep: Class 14 contains 48730 members 
Mstep: Class 15 contains 155328 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48662 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750724.000000 Penalty: 61602.574219
Iteration 116Q: 20 clusters Score -6.275072e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 1863 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 13 contains 137610 members 
Mstep: Class 14 contains 49262 members 
Mstep: Class 15 contains 153967 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48593 members 
Mstep: Class 18 contains 9226 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750624.000000 Penalty: 61602.574219
Iteration 117Q: 20 clusters Score -6.275062e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 13 contains 138306 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 152693 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 48529 members 
Mstep: Class 18 contains 9268 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750400.000000 Penalty: 61602.574219
Iteration 118Q: 20 clusters Score -6.27504e+07 nChanged 2165
Entering ConstructFrom: 
Score: -62750400.000000 Penalty: 61602.574219
Entering ConstructFrom: 
Trying to split cluster 1 (33509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Entering Unmasked Estep 
Score: -4573018.500000 Penalty: 2584.053223
	Iteration 0F: 2 clusters Score -4573018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4550161.000000 Penalty: 5168.106445
	Iteration 0F: 3 clusters Score -4550161 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4558283.500000 Penalty: 5168.106445
	Iteration 1F: 3 clusters Score -4558284 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4558694.000000 Penalty: 5168.106445
	Iteration 2Q: 3 clusters Score -4558694 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4559072.500000 Penalty: 5168.106445
	Iteration 3Q: 3 clusters Score -4559072 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4559444.500000 Penalty: 5168.106445
	Iteration 4Q: 3 clusters Score -4559444 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4559816.000000 Penalty: 5168.106445
	Iteration 5Q: 3 clusters Score -4559816 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -4560232.000000 Penalty: 5168.106445
	Iteration 6Q: 3 clusters Score -4560232 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -4560678.500000 Penalty: 5168.106445
	Iteration 7Q: 3 clusters Score -4560678 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -4561224.000000 Penalty: 5168.106445
	Iteration 8Q: 3 clusters Score -4561224 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4562034.500000 Penalty: 5168.106445
	Iteration 9Q: 3 clusters Score -4562034 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4563080.500000 Penalty: 5168.106445
	Iteration 10Q: 3 clusters Score -4563080 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4564367.500000 Penalty: 5168.106445
	Iteration 11F: 3 clusters Score -4564368 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4565803.500000 Penalty: 5168.106445
	Iteration 12F: 3 clusters Score -4565804 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4567057.500000 Penalty: 5168.106445
	Iteration 13Q: 3 clusters Score -4567058 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4568036.000000 Penalty: 5168.106445
	Iteration 14Q: 3 clusters Score -4568036 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4568816.500000 Penalty: 5168.106445
	Iteration 15Q: 3 clusters Score -4568816 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4569285.000000 Penalty: 5168.106445
	Iteration 16Q: 3 clusters Score -4569285 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4569649.000000 Penalty: 5168.106445
	Iteration 17Q: 3 clusters Score -4569649 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4569917.000000 Penalty: 5168.106445
	Iteration 18Q: 3 clusters Score -4569917 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4570095.000000 Penalty: 5168.106445
	Iteration 19Q: 3 clusters Score -4570095 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4570230.500000 Penalty: 5168.106445
	Iteration 20F: 3 clusters Score -4570230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4570321.000000 Penalty: 5168.106445
	Iteration 21Q: 3 clusters Score -4570321 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4570391.500000 Penalty: 5168.106445
	Iteration 22Q: 3 clusters Score -4570392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4570445.500000 Penalty: 5168.106445
	Iteration 23Q: 3 clusters Score -4570446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4570470.000000 Penalty: 5168.106445
	Iteration 24Q: 3 clusters Score -4570470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4570517.500000 Penalty: 5168.106445
	Iteration 25Q: 3 clusters Score -4570518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4570566.500000 Penalty: 5168.106445
	Iteration 26Q: 3 clusters Score -4570566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4570587.500000 Penalty: 5168.106445
	Iteration 27Q: 3 clusters Score -4570588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4570612.500000 Penalty: 5168.106445
	Iteration 28Q: 3 clusters Score -4570612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4570640.000000 Penalty: 5168.106445
	Iteration 29Q: 3 clusters Score -4570640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4570652.000000 Penalty: 5168.106445
	Iteration 30Q: 3 clusters Score -4570652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4570679.000000 Penalty: 5168.106445
	Iteration 31Q: 3 clusters Score -4570679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4570693.500000 Penalty: 5168.106445
	Iteration 32Q: 3 clusters Score -4570694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4570708.000000 Penalty: 5168.106445
	Iteration 33Q: 3 clusters Score -4570708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4570723.000000 Penalty: 5168.106445
	Iteration 34Q: 3 clusters Score -4570723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4570722.500000 Penalty: 5168.106445
	Iteration 35Q: 3 clusters Score -4570722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4570733.500000 Penalty: 5168.106445
	Iteration 36Q: 3 clusters Score -4570734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4570738.500000 Penalty: 5168.106445
	Iteration 37Q: 3 clusters Score -4570738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4570743.000000 Penalty: 5168.106445
	Iteration 38Q: 3 clusters Score -4570743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4570750.000000 Penalty: 5168.106445
	Iteration 39Q: 3 clusters Score -4570750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4570754.000000 Penalty: 5168.106445
	Iteration 40F: 3 clusters Score -4570754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4570755.000000 Penalty: 5168.106445
	Iteration 41Q: 3 clusters Score -4570755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4570757.500000 Penalty: 5168.106445
	Iteration 42Q: 3 clusters Score -4570758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4570758.000000 Penalty: 5168.106445
	Iteration 43Q: 3 clusters Score -4570758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4570761.500000 Penalty: 5168.106445
	Iteration 44Q: 3 clusters Score -4570762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4570761.500000 Penalty: 5168.106445
	Iteration 45F: 3 clusters Score -4570762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -59923.250000 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -59923.25 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 301 members 
Entering Unmasked Estep 
Score: -58495.621094 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -58495.62 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59128.289062 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -59128.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59455.140625 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -59455.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59687.890625 Penalty: 3185.930420
	Iteration 3F: 3 clusters Score -59687.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59917.828125 Penalty: 3185.930420
	Iteration 4F: 3 clusters Score -59917.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60049.343750 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -60049.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60128.382812 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -60128.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60169.218750 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -60169.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60246.449219 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -60246.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60365.652344 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -60365.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60438.527344 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -60438.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60478.507812 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -60478.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60517.554688 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -60517.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60532.453125 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -60532.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60562.011719 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -60562.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60582.574219 Penalty: 3185.930420
	Iteration 15Q: 3 clusters Score -60582.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60643.789062 Penalty: 3185.930420
	Iteration 16F: 3 clusters Score -60643.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61042.539062 Penalty: 3185.930420
	Iteration 17Q: 3 clusters Score -61042.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61592.250000 Penalty: 3185.930420
	Iteration 18Q: 3 clusters Score -61592.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62010.875000 Penalty: 3185.930420
	Iteration 19Q: 3 clusters Score -62010.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62015.472656 Penalty: 3185.930420
	Iteration 20F: 3 clusters Score -62015.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 138917 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 151478 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48477 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
Score: -62750604.000000 Penalty: 64844.812500
Splitting cluster 2 changes total score from -62750400.000000 to -62750604.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -369568.437500 Penalty: 1976.572266
	Iteration 0F: 2 clusters Score -369568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366443.343750 Penalty: 3953.144531
	Iteration 0F: 3 clusters Score -366443.3 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -367127.968750 Penalty: 3953.144531
	Iteration 1F: 3 clusters Score -367128 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -367303.187500 Penalty: 3953.144531
	Iteration 2F: 3 clusters Score -367303.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -367411.968750 Penalty: 3953.144531
	Iteration 3Q: 3 clusters Score -367412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367517.218750 Penalty: 3953.144531
	Iteration 4Q: 3 clusters Score -367517.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -367608.250000 Penalty: 3953.144531
	Iteration 5Q: 3 clusters Score -367608.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -367684.625000 Penalty: 3953.144531
	Iteration 6Q: 3 clusters Score -367684.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -367758.718750 Penalty: 3953.144531
	Iteration 7Q: 3 clusters Score -367758.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -367835.593750 Penalty: 3953.144531
	Iteration 8Q: 3 clusters Score -367835.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -367891.406250 Penalty: 3953.144531
	Iteration 9Q: 3 clusters Score -367891.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -367937.468750 Penalty: 3953.144531
	Iteration 10Q: 3 clusters Score -367937.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -367974.156250 Penalty: 3953.144531
	Iteration 11Q: 3 clusters Score -367974.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -368013.656250 Penalty: 3953.144531
	Iteration 12Q: 3 clusters Score -368013.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -368048.687500 Penalty: 3953.144531
	Iteration 13Q: 3 clusters Score -368048.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -368077.781250 Penalty: 3953.144531
	Iteration 14Q: 3 clusters Score -368077.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -368099.562500 Penalty: 3953.144531
	Iteration 15Q: 3 clusters Score -368099.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -368114.687500 Penalty: 3953.144531
	Iteration 16Q: 3 clusters Score -368114.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -368132.218750 Penalty: 3953.144531
	Iteration 17Q: 3 clusters Score -368132.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -368142.781250 Penalty: 3953.144531
	Iteration 18Q: 3 clusters Score -368142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -368152.375000 Penalty: 3953.144531
	Iteration 19Q: 3 clusters Score -368152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -368156.531250 Penalty: 3953.144531
	Iteration 20F: 3 clusters Score -368156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -368161.218750 Penalty: 3953.144531
	Iteration 21Q: 3 clusters Score -368161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -368165.187500 Penalty: 3953.144531
	Iteration 22Q: 3 clusters Score -368165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -368166.656250 Penalty: 3953.144531
	Iteration 23Q: 3 clusters Score -368166.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -368169.656250 Penalty: 3953.144531
	Iteration 24Q: 3 clusters Score -368169.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -368171.687500 Penalty: 3953.144531
	Iteration 25Q: 3 clusters Score -368171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -368172.531250 Penalty: 3953.144531
	Iteration 26Q: 3 clusters Score -368172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -368172.531250 Penalty: 3953.144531
	Iteration 27F: 3 clusters Score -368172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -195990.843750 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -195990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -193672.640625 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -193672.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194081.421875 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -194081.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194208.953125 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -194209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194290.375000 Penalty: 3641.375977
	Iteration 3Q: 3 clusters Score -194290.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -194356.328125 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -194356.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -194423.468750 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -194423.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -194489.765625 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -194489.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194540.531250 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -194540.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194606.671875 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -194606.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194667.750000 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -194667.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194752.593750 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -194752.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194844.953125 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -194845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194918.718750 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -194918.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194964.593750 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -194964.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -194991.750000 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -194991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195012.453125 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -195012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195030.531250 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -195030.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195048.640625 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -195048.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -195061.953125 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -195062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -195074.843750 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -195074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -195079.906250 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -195079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195082.250000 Penalty: 3641.375977
	Iteration 21Q: 3 clusters Score -195082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195084.078125 Penalty: 3641.375977
	Iteration 22Q: 3 clusters Score -195084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -195088.078125 Penalty: 3641.375977
	Iteration 23Q: 3 clusters Score -195088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195089.406250 Penalty: 3641.375977
	Iteration 24Q: 3 clusters Score -195089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -195093.015625 Penalty: 3641.375977
	Iteration 25Q: 3 clusters Score -195093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195095.671875 Penalty: 3641.375977
	Iteration 26Q: 3 clusters Score -195095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195097.359375 Penalty: 3641.375977
	Iteration 27Q: 3 clusters Score -195097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195102.875000 Penalty: 3641.375977
	Iteration 28Q: 3 clusters Score -195102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195106.625000 Penalty: 3641.375977
	Iteration 29Q: 3 clusters Score -195106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195111.203125 Penalty: 3641.375977
	Iteration 30Q: 3 clusters Score -195111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -195114.703125 Penalty: 3641.375977
	Iteration 31Q: 3 clusters Score -195114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -195118.640625 Penalty: 3641.375977
	Iteration 32Q: 3 clusters Score -195118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -195120.312500 Penalty: 3641.375977
	Iteration 33Q: 3 clusters Score -195120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195123.765625 Penalty: 3641.375977
	Iteration 34Q: 3 clusters Score -195123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -195127.921875 Penalty: 3641.375977
	Iteration 35Q: 3 clusters Score -195127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -195127.921875 Penalty: 3641.375977
	Iteration 36F: 3 clusters Score -195127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -12920.031250 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -12920.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12082.590820 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -12082.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -121754.101562 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -121754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119972.523438 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -119972.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121159.210938 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -121159.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121655.867188 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -121655.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122004.328125 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -122004.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -122163.570312 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -122163.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -122265.507812 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -122265.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -122345.273438 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -122345.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -122413.937500 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -122413.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122521.382812 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -122521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122604.304688 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -122604.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -122651.656250 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -122651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -122664.265625 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -122664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -122667.757812 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -122667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -122670.625000 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -122670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -122671.851562 Penalty: 3480.238281
	Iteration 14F: 3 clusters Score -122671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -122674.234375 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -122674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -122676.609375 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -122676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122679.218750 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -122679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122691.382812 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -122691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -122726.750000 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -122726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -122759.804688 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -122759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -122784.468750 Penalty: 3480.238281
	Iteration 21Q: 3 clusters Score -122784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122800.796875 Penalty: 3480.238281
	Iteration 22Q: 3 clusters Score -122800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122803.023438 Penalty: 3480.238281
	Iteration 23Q: 3 clusters Score -122803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122803.023438 Penalty: 3480.238281
	Iteration 24F: 3 clusters Score -122803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 294 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 138917 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 151478 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48477 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
Score: -62750164.000000 Penalty: 68087.054688
Splitting cluster 6 changes total score from -62750400.000000 to -62750164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -306598.156250 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -306598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -303824.875000 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -303824.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -304384.000000 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -304384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -304524.500000 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -304524.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -304619.187500 Penalty: 3832.201416
	Iteration 3Q: 3 clusters Score -304619.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -304675.312500 Penalty: 3832.201416
	Iteration 4Q: 3 clusters Score -304675.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304717.875000 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -304717.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -304753.031250 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -304753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -304778.687500 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -304778.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -304796.406250 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -304796.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -304823.656250 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -304823.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -304851.875000 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -304851.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -304872.937500 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -304872.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -304889.250000 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -304889.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -304905.468750 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -304905.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -304917.718750 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -304917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -304934.812500 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -304934.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304953.750000 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -304953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -304966.312500 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -304966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -304978.781250 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -304978.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -304996.093750 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -304996.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -305007.968750 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -305008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -305016.093750 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -305016.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -305023.843750 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -305023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -305035.093750 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -305035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -305046.750000 Penalty: 3832.201416
	Iteration 24Q: 3 clusters Score -305046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -305057.531250 Penalty: 3832.201416
	Iteration 25Q: 3 clusters Score -305057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -305064.343750 Penalty: 3832.201416
	Iteration 26Q: 3 clusters Score -305064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -305074.187500 Penalty: 3832.201416
	Iteration 27Q: 3 clusters Score -305074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -305082.375000 Penalty: 3832.201416
	Iteration 28Q: 3 clusters Score -305082.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -305092.000000 Penalty: 3832.201416
	Iteration 29Q: 3 clusters Score -305092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -305102.593750 Penalty: 3832.201416
	Iteration 30Q: 3 clusters Score -305102.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -305116.562500 Penalty: 3832.201416
	Iteration 31Q: 3 clusters Score -305116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -305126.593750 Penalty: 3832.201416
	Iteration 32Q: 3 clusters Score -305126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -305133.218750 Penalty: 3832.201416
	Iteration 33Q: 3 clusters Score -305133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -305137.093750 Penalty: 3832.201416
	Iteration 34Q: 3 clusters Score -305137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -305141.062500 Penalty: 3832.201416
	Iteration 35Q: 3 clusters Score -305141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -305143.062500 Penalty: 3832.201416
	Iteration 36Q: 3 clusters Score -305143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -305143.875000 Penalty: 3832.201416
	Iteration 37Q: 3 clusters Score -305143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -305144.406250 Penalty: 3832.201416
	Iteration 38Q: 3 clusters Score -305144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -305145.187500 Penalty: 3832.201416
	Iteration 39Q: 3 clusters Score -305145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -305147.250000 Penalty: 3832.201416
	Iteration 40F: 3 clusters Score -305147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -305149.593750 Penalty: 3832.201416
	Iteration 41Q: 3 clusters Score -305149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -305150.781250 Penalty: 3832.201416
	Iteration 42Q: 3 clusters Score -305150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -305150.750000 Penalty: 3832.201416
	Iteration 43Q: 3 clusters Score -305150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -305151.375000 Penalty: 3832.201416
	Iteration 44Q: 3 clusters Score -305151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -305153.156250 Penalty: 3832.201416
	Iteration 45Q: 3 clusters Score -305153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -305153.156250 Penalty: 3832.201416
	Iteration 46F: 3 clusters Score -305153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -321149.281250 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -321149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -318214.593750 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -318214.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318791.875000 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -318791.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318924.093750 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -318924.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -318984.531250 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -318984.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319017.250000 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -319017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -319038.031250 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -319038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -319051.906250 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -319051.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -319065.468750 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -319065.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319076.500000 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -319076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319083.125000 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -319083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -319085.750000 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -319085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319086.593750 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -319086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -319086.156250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -319086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -319086.156250 Penalty: 3884.088135
	Iteration 13F: 3 clusters Score -319086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -248142.671875 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -248142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -245574.765625 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -245574.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246000.718750 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -246000.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -246131.984375 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -246132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -246191.000000 Penalty: 3735.117920
	Iteration 3Q: 3 clusters Score -246191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -246234.187500 Penalty: 3735.117920
	Iteration 4Q: 3 clusters Score -246234.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -246268.859375 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -246268.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -246297.109375 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -246297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -246315.921875 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -246315.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -246331.281250 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -246331.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -246340.578125 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -246340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -246347.812500 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -246347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -246351.921875 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -246351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -246356.875000 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -246356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -246360.156250 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -246360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -246363.265625 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -246363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -246366.187500 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -246366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -246369.546875 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -246369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -246373.359375 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -246373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -246377.421875 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -246377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246379.578125 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -246379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246380.390625 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -246380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -246380.750000 Penalty: 3735.117920
	Iteration 21Q: 3 clusters Score -246380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246381.171875 Penalty: 3735.117920
	Iteration 22Q: 3 clusters Score -246381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246381.171875 Penalty: 3735.117920
	Iteration 23F: 3 clusters Score -246381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -102785.945312 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -102785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101066.585938 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -101066.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101926.554688 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -101926.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102845.828125 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -102845.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103863.523438 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -103863.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104542.429688 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -104542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104722.140625 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -104722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104796.382812 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -104796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104874.968750 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -104875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104891.531250 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -104891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104891.531250 Penalty: 3390.784668
	Iteration 9F: 3 clusters Score -104891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 138917 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 151478 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48477 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
Score: -62751160.000000 Penalty: 68087.054688
Splitting cluster 10 changes total score from -62750400.000000 to -62751160.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (21814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Entering Unmasked Estep 
Score: -2956801.000000 Penalty: 2477.596191
	Iteration 0F: 2 clusters Score -2956801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2941548.250000 Penalty: 4955.192383
	Iteration 0F: 3 clusters Score -2941548 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2946602.250000 Penalty: 4955.192383
	Iteration 1F: 3 clusters Score -2946602 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2946977.250000 Penalty: 4955.192383
	Iteration 2F: 3 clusters Score -2946977 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2947271.500000 Penalty: 4955.192383
	Iteration 3Q: 3 clusters Score -2947272 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2947499.000000 Penalty: 4955.192383
	Iteration 4Q: 3 clusters Score -2947499 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2947695.750000 Penalty: 4955.192383
	Iteration 5Q: 3 clusters Score -2947696 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2947850.500000 Penalty: 4955.192383
	Iteration 6Q: 3 clusters Score -2947850 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2947982.750000 Penalty: 4955.192383
	Iteration 7Q: 3 clusters Score -2947983 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2948137.000000 Penalty: 4955.192383
	Iteration 8Q: 3 clusters Score -2948137 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2948305.250000 Penalty: 4955.192383
	Iteration 9Q: 3 clusters Score -2948305 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2948482.000000 Penalty: 4955.192383
	Iteration 10Q: 3 clusters Score -2948482 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2948718.500000 Penalty: 4955.192383
	Iteration 11Q: 3 clusters Score -2948718 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2949004.000000 Penalty: 4955.192383
	Iteration 12Q: 3 clusters Score -2949004 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2949343.500000 Penalty: 4955.192383
	Iteration 13Q: 3 clusters Score -2949344 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2949791.500000 Penalty: 4955.192383
	Iteration 14Q: 3 clusters Score -2949792 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2950350.500000 Penalty: 4955.192383
	Iteration 15Q: 3 clusters Score -2950350 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2950931.250000 Penalty: 4955.192383
	Iteration 16Q: 3 clusters Score -2950931 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2951465.750000 Penalty: 4955.192383
	Iteration 17Q: 3 clusters Score -2951466 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2952050.000000 Penalty: 4955.192383
	Iteration 18Q: 3 clusters Score -2952050 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2952592.000000 Penalty: 4955.192383
	Iteration 19Q: 3 clusters Score -2952592 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2953065.500000 Penalty: 4955.192383
	Iteration 20F: 3 clusters Score -2953066 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2953425.750000 Penalty: 4955.192383
	Iteration 21Q: 3 clusters Score -2953426 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2953715.500000 Penalty: 4955.192383
	Iteration 22Q: 3 clusters Score -2953716 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2953924.250000 Penalty: 4955.192383
	Iteration 23Q: 3 clusters Score -2953924 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2954077.250000 Penalty: 4955.192383
	Iteration 24Q: 3 clusters Score -2954077 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2954193.750000 Penalty: 4955.192383
	Iteration 25Q: 3 clusters Score -2954194 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2954283.000000 Penalty: 4955.192383
	Iteration 26Q: 3 clusters Score -2954283 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2954357.250000 Penalty: 4955.192383
	Iteration 27Q: 3 clusters Score -2954357 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2954406.750000 Penalty: 4955.192383
	Iteration 28Q: 3 clusters Score -2954407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2954439.250000 Penalty: 4955.192383
	Iteration 29Q: 3 clusters Score -2954439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2954471.500000 Penalty: 4955.192383
	Iteration 30Q: 3 clusters Score -2954472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2954496.000000 Penalty: 4955.192383
	Iteration 31Q: 3 clusters Score -2954496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2954513.000000 Penalty: 4955.192383
	Iteration 32Q: 3 clusters Score -2954513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2954531.750000 Penalty: 4955.192383
	Iteration 33Q: 3 clusters Score -2954532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2954546.750000 Penalty: 4955.192383
	Iteration 34Q: 3 clusters Score -2954547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2954564.500000 Penalty: 4955.192383
	Iteration 35Q: 3 clusters Score -2954564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2954581.750000 Penalty: 4955.192383
	Iteration 36Q: 3 clusters Score -2954582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2954595.500000 Penalty: 4955.192383
	Iteration 37Q: 3 clusters Score -2954596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2954599.500000 Penalty: 4955.192383
	Iteration 38Q: 3 clusters Score -2954600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2954608.250000 Penalty: 4955.192383
	Iteration 39Q: 3 clusters Score -2954608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2954613.750000 Penalty: 4955.192383
	Iteration 40F: 3 clusters Score -2954614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2954621.000000 Penalty: 4955.192383
	Iteration 41Q: 3 clusters Score -2954621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2954621.500000 Penalty: 4955.192383
	Iteration 42Q: 3 clusters Score -2954622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2954625.000000 Penalty: 4955.192383
	Iteration 43Q: 3 clusters Score -2954625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2954627.250000 Penalty: 4955.192383
	Iteration 44Q: 3 clusters Score -2954627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2954628.500000 Penalty: 4955.192383
	Iteration 45Q: 3 clusters Score -2954628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2954628.750000 Penalty: 4955.192383
	Iteration 46Q: 3 clusters Score -2954629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2954637.750000 Penalty: 4955.192383
	Iteration 47Q: 3 clusters Score -2954638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2954642.000000 Penalty: 4955.192383
	Iteration 48Q: 3 clusters Score -2954642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2954647.500000 Penalty: 4955.192383
	Iteration 49Q: 3 clusters Score -2954648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2954652.750000 Penalty: 4955.192383
	Iteration 50Q: 3 clusters Score -2954653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2954656.250000 Penalty: 4955.192383
	Iteration 51Q: 3 clusters Score -2954656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2954662.000000 Penalty: 4955.192383
	Iteration 52Q: 3 clusters Score -2954662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2954667.750000 Penalty: 4955.192383
	Iteration 53Q: 3 clusters Score -2954668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2954668.750000 Penalty: 4955.192383
	Iteration 54Q: 3 clusters Score -2954669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2954669.000000 Penalty: 4955.192383
	Iteration 55Q: 3 clusters Score -2954669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2954667.250000 Penalty: 4955.192383
	Iteration 56Q: 3 clusters Score -2954667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2954667.250000 Penalty: 4955.192383
	Iteration 57F: 3 clusters Score -2954667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (138917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Entering Unmasked Estep 
Score: -18586618.000000 Penalty: 2936.724609
	Iteration 0F: 2 clusters Score -1.858662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -18505768.000000 Penalty: 5873.449219
	Iteration 0F: 3 clusters Score -1.850577e+07 nChanged 66390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -18544356.000000 Penalty: 5873.449219
	Iteration 1F: 3 clusters Score -1.854436e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -18545410.000000 Penalty: 5873.449219
	Iteration 2Q: 3 clusters Score -1.854541e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -18546394.000000 Penalty: 5873.449219
	Iteration 3Q: 3 clusters Score -1.854639e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -18547484.000000 Penalty: 5873.449219
	Iteration 4Q: 3 clusters Score -1.854748e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -18548908.000000 Penalty: 5873.449219
	Iteration 5Q: 3 clusters Score -1.854891e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -18550978.000000 Penalty: 5873.449219
	Iteration 6Q: 3 clusters Score -1.855098e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -18554222.000000 Penalty: 5873.449219
	Iteration 7Q: 3 clusters Score -1.855422e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -18559312.000000 Penalty: 5873.449219
	Iteration 8F: 3 clusters Score -1.855931e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -18566238.000000 Penalty: 5873.449219
	Iteration 9F: 3 clusters Score -1.856624e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5873.449219
	Iteration 10F: 3 clusters Score -1.857389e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -18579284.000000 Penalty: 5873.449219
	Iteration 11F: 3 clusters Score -1.857928e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -18581718.000000 Penalty: 5873.449219
	Iteration 12Q: 3 clusters Score -1.858172e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -18582898.000000 Penalty: 5873.449219
	Iteration 13Q: 3 clusters Score -1.85829e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -18583598.000000 Penalty: 5873.449219
	Iteration 14Q: 3 clusters Score -1.85836e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -18584228.000000 Penalty: 5873.449219
	Iteration 15Q: 3 clusters Score -1.858423e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -18584900.000000 Penalty: 5873.449219
	Iteration 16Q: 3 clusters Score -1.85849e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -18585430.000000 Penalty: 5873.449219
	Iteration 17Q: 3 clusters Score -1.858543e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -18585806.000000 Penalty: 5873.449219
	Iteration 18Q: 3 clusters Score -1.858581e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -18585856.000000 Penalty: 5873.449219
	Iteration 19Q: 3 clusters Score -1.858586e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -18585986.000000 Penalty: 5873.449219
	Iteration 20F: 3 clusters Score -1.858599e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -18586080.000000 Penalty: 5873.449219
	Iteration 21Q: 3 clusters Score -1.858608e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -18586024.000000 Penalty: 5873.449219
	Iteration 22Q: 3 clusters Score -1.858602e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -18585992.000000 Penalty: 5873.449219
	Iteration 23Q: 3 clusters Score -1.858599e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -18585950.000000 Penalty: 5873.449219
	Iteration 24Q: 3 clusters Score -1.858595e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -18585962.000000 Penalty: 5873.449219
	Iteration 25Q: 3 clusters Score -1.858596e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -18585944.000000 Penalty: 5873.449219
	Iteration 26Q: 3 clusters Score -1.858594e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -18585884.000000 Penalty: 5873.449219
	Iteration 27Q: 3 clusters Score -1.858588e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -18585940.000000 Penalty: 5873.449219
	Iteration 28Q: 3 clusters Score -1.858594e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -18586000.000000 Penalty: 5873.449219
	Iteration 29Q: 3 clusters Score -1.8586e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -18586152.000000 Penalty: 5873.449219
	Iteration 30Q: 3 clusters Score -1.858615e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -18586208.000000 Penalty: 5873.449219
	Iteration 31Q: 3 clusters Score -1.858621e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -18586354.000000 Penalty: 5873.449219
	Iteration 32Q: 3 clusters Score -1.858635e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -18586524.000000 Penalty: 5873.449219
	Iteration 33Q: 3 clusters Score -1.858652e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -18586570.000000 Penalty: 5873.449219
	Iteration 34Q: 3 clusters Score -1.858657e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -18586762.000000 Penalty: 5873.449219
	Iteration 35Q: 3 clusters Score -1.858676e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -18586866.000000 Penalty: 5873.449219
	Iteration 36Q: 3 clusters Score -1.858687e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -18587026.000000 Penalty: 5873.449219
	Iteration 37Q: 3 clusters Score -1.858703e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -18587026.000000 Penalty: 5873.449219
	Iteration 38Q: 3 clusters Score -1.858703e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -18587106.000000 Penalty: 5873.449219
	Iteration 39Q: 3 clusters Score -1.858711e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -18587204.000000 Penalty: 5873.449219
	Iteration 40F: 3 clusters Score -1.85872e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -18587206.000000 Penalty: 5873.449219
	Iteration 41Q: 3 clusters Score -1.858721e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -18587234.000000 Penalty: 5873.449219
	Iteration 42Q: 3 clusters Score -1.858723e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -18587284.000000 Penalty: 5873.449219
	Iteration 43Q: 3 clusters Score -1.858728e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -18587366.000000 Penalty: 5873.449219
	Iteration 44Q: 3 clusters Score -1.858737e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -18587360.000000 Penalty: 5873.449219
	Iteration 45Q: 3 clusters Score -1.858736e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -18587360.000000 Penalty: 5873.449219
	Iteration 46Q: 3 clusters Score -1.858736e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -18587372.000000 Penalty: 5873.449219
	Iteration 47Q: 3 clusters Score -1.858737e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -18587370.000000 Penalty: 5873.449219
	Iteration 48Q: 3 clusters Score -1.858737e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -18587378.000000 Penalty: 5873.449219
	Iteration 49Q: 3 clusters Score -1.858738e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -18587392.000000 Penalty: 5873.449219
	Iteration 50Q: 3 clusters Score -1.858739e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -18587408.000000 Penalty: 5873.449219
	Iteration 51Q: 3 clusters Score -1.858741e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -18587420.000000 Penalty: 5873.449219
	Iteration 52Q: 3 clusters Score -1.858742e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -18587454.000000 Penalty: 5873.449219
	Iteration 53Q: 3 clusters Score -1.858745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -18587452.000000 Penalty: 5873.449219
	Iteration 54Q: 3 clusters Score -1.858745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -18587444.000000 Penalty: 5873.449219
	Iteration 55Q: 3 clusters Score -1.858744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -18587468.000000 Penalty: 5873.449219
	Iteration 56Q: 3 clusters Score -1.858747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -18587458.000000 Penalty: 5873.449219
	Iteration 57Q: 3 clusters Score -1.858746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -18587458.000000 Penalty: 5873.449219
	Iteration 58Q: 3 clusters Score -1.858746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -18587450.000000 Penalty: 5873.449219
	Iteration 59Q: 3 clusters Score -1.858745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -18587466.000000 Penalty: 5873.449219
	Iteration 60F: 3 clusters Score -1.858747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -18587464.000000 Penalty: 5873.449219
	Iteration 61Q: 3 clusters Score -1.858746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -18587474.000000 Penalty: 5873.449219
	Iteration 62Q: 3 clusters Score -1.858747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -18587460.000000 Penalty: 5873.449219
	Iteration 63Q: 3 clusters Score -1.858746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -18587472.000000 Penalty: 5873.449219
	Iteration 64Q: 3 clusters Score -1.858747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -18587476.000000 Penalty: 5873.449219
	Iteration 65Q: 3 clusters Score -1.858748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -18587474.000000 Penalty: 5873.449219
	Iteration 66Q: 3 clusters Score -1.858747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -18587472.000000 Penalty: 5873.449219
	Iteration 67Q: 3 clusters Score -1.858747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -18587486.000000 Penalty: 5873.449219
	Iteration 68Q: 3 clusters Score -1.858749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -18587480.000000 Penalty: 5873.449219
	Iteration 69Q: 3 clusters Score -1.858748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -18587474.000000 Penalty: 5873.449219
	Iteration 70Q: 3 clusters Score -1.858747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -18587470.000000 Penalty: 5873.449219
	Iteration 71Q: 3 clusters Score -1.858747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -18587466.000000 Penalty: 5873.449219
	Iteration 72Q: 3 clusters Score -1.858747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -18587492.000000 Penalty: 5873.449219
	Iteration 73Q: 3 clusters Score -1.858749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -18587492.000000 Penalty: 5873.449219
	Iteration 74Q: 3 clusters Score -1.858749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -18587510.000000 Penalty: 5873.449219
	Iteration 75Q: 3 clusters Score -1.858751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -18587508.000000 Penalty: 5873.449219
	Iteration 76Q: 3 clusters Score -1.858751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -18587508.000000 Penalty: 5873.449219
	Iteration 77F: 3 clusters Score -1.858751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 151478 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48477 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 89553 members 
Entering Unmasked Estep 
Score: -62751748.000000 Penalty: 71329.296875
Splitting cluster 13 changes total score from -62750400.000000 to -62751748.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (50383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Entering Unmasked Estep 
Score: -6784076.000000 Penalty: 2685.197266
	Iteration 0F: 2 clusters Score -6784076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -6750350.500000 Penalty: 5370.394531
	Iteration 0F: 3 clusters Score -6750350 nChanged 23116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -6762840.500000 Penalty: 5370.394531
	Iteration 1F: 3 clusters Score -6762840 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6763392.000000 Penalty: 5370.394531
	Iteration 2Q: 3 clusters Score -6763392 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -6763894.500000 Penalty: 5370.394531
	Iteration 3Q: 3 clusters Score -6763894 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -6764347.500000 Penalty: 5370.394531
	Iteration 4Q: 3 clusters Score -6764348 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6764858.500000 Penalty: 5370.394531
	Iteration 5Q: 3 clusters Score -6764858 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6765354.500000 Penalty: 5370.394531
	Iteration 6Q: 3 clusters Score -6765354 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6765926.500000 Penalty: 5370.394531
	Iteration 7Q: 3 clusters Score -6765926 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -6766574.000000 Penalty: 5370.394531
	Iteration 8Q: 3 clusters Score -6766574 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -6767490.500000 Penalty: 5370.394531
	Iteration 9Q: 3 clusters Score -6767490 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6768729.000000 Penalty: 5370.394531
	Iteration 10Q: 3 clusters Score -6768729 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6770454.000000 Penalty: 5370.394531
	Iteration 11F: 3 clusters Score -6770454 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6772595.500000 Penalty: 5370.394531
	Iteration 12F: 3 clusters Score -6772596 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -6774436.000000 Penalty: 5370.394531
	Iteration 13F: 3 clusters Score -6774436 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6775590.000000 Penalty: 5370.394531
	Iteration 14Q: 3 clusters Score -6775590 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -6776241.000000 Penalty: 5370.394531
	Iteration 15Q: 3 clusters Score -6776241 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -6776710.000000 Penalty: 5370.394531
	Iteration 16Q: 3 clusters Score -6776710 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -6777016.500000 Penalty: 5370.394531
	Iteration 17Q: 3 clusters Score -6777016 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -6777409.500000 Penalty: 5370.394531
	Iteration 18Q: 3 clusters Score -6777410 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -6777760.500000 Penalty: 5370.394531
	Iteration 19Q: 3 clusters Score -6777760 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -6778156.500000 Penalty: 5370.394531
	Iteration 20F: 3 clusters Score -6778156 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6778575.000000 Penalty: 5370.394531
	Iteration 21Q: 3 clusters Score -6778575 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -6779048.000000 Penalty: 5370.394531
	Iteration 22Q: 3 clusters Score -6779048 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -6779463.500000 Penalty: 5370.394531
	Iteration 23Q: 3 clusters Score -6779464 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -6779810.000000 Penalty: 5370.394531
	Iteration 24Q: 3 clusters Score -6779810 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -6780100.000000 Penalty: 5370.394531
	Iteration 25Q: 3 clusters Score -6780100 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -6780396.000000 Penalty: 5370.394531
	Iteration 26Q: 3 clusters Score -6780396 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -6780719.000000 Penalty: 5370.394531
	Iteration 27Q: 3 clusters Score -6780719 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -6781010.500000 Penalty: 5370.394531
	Iteration 28Q: 3 clusters Score -6781010 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -6781257.000000 Penalty: 5370.394531
	Iteration 29Q: 3 clusters Score -6781257 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -6781456.500000 Penalty: 5370.394531
	Iteration 30Q: 3 clusters Score -6781456 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -6781632.000000 Penalty: 5370.394531
	Iteration 31Q: 3 clusters Score -6781632 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -6781769.000000 Penalty: 5370.394531
	Iteration 32Q: 3 clusters Score -6781769 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6781934.500000 Penalty: 5370.394531
	Iteration 33Q: 3 clusters Score -6781934 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -6782040.000000 Penalty: 5370.394531
	Iteration 34Q: 3 clusters Score -6782040 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6782149.500000 Penalty: 5370.394531
	Iteration 35Q: 3 clusters Score -6782150 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -6782266.000000 Penalty: 5370.394531
	Iteration 36Q: 3 clusters Score -6782266 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -6782347.000000 Penalty: 5370.394531
	Iteration 37Q: 3 clusters Score -6782347 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6782405.000000 Penalty: 5370.394531
	Iteration 38Q: 3 clusters Score -6782405 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -6782462.500000 Penalty: 5370.394531
	Iteration 39Q: 3 clusters Score -6782462 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -6782524.000000 Penalty: 5370.394531
	Iteration 40F: 3 clusters Score -6782524 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -6782586.500000 Penalty: 5370.394531
	Iteration 41Q: 3 clusters Score -6782586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -6782608.500000 Penalty: 5370.394531
	Iteration 42Q: 3 clusters Score -6782608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6782633.000000 Penalty: 5370.394531
	Iteration 43Q: 3 clusters Score -6782633 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6782652.500000 Penalty: 5370.394531
	Iteration 44Q: 3 clusters Score -6782652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6782682.500000 Penalty: 5370.394531
	Iteration 45Q: 3 clusters Score -6782682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6782703.000000 Penalty: 5370.394531
	Iteration 46Q: 3 clusters Score -6782703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6782714.000000 Penalty: 5370.394531
	Iteration 47Q: 3 clusters Score -6782714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -6782736.500000 Penalty: 5370.394531
	Iteration 48Q: 3 clusters Score -6782736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -6782757.500000 Penalty: 5370.394531
	Iteration 49Q: 3 clusters Score -6782758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -6782761.000000 Penalty: 5370.394531
	Iteration 50Q: 3 clusters Score -6782761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -6782763.000000 Penalty: 5370.394531
	Iteration 51Q: 3 clusters Score -6782763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -6782753.000000 Penalty: 5370.394531
	Iteration 52Q: 3 clusters Score -6782753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6782765.500000 Penalty: 5370.394531
	Iteration 53Q: 3 clusters Score -6782766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -6782774.000000 Penalty: 5370.394531
	Iteration 54Q: 3 clusters Score -6782774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6782775.500000 Penalty: 5370.394531
	Iteration 55Q: 3 clusters Score -6782776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -6782782.500000 Penalty: 5370.394531
	Iteration 56Q: 3 clusters Score -6782782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6782793.000000 Penalty: 5370.394531
	Iteration 57Q: 3 clusters Score -6782793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6782811.500000 Penalty: 5370.394531
	Iteration 58Q: 3 clusters Score -6782812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -6782798.500000 Penalty: 5370.394531
	Iteration 59Q: 3 clusters Score -6782798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -6782801.500000 Penalty: 5370.394531
	Iteration 60F: 3 clusters Score -6782802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6782814.500000 Penalty: 5370.394531
	Iteration 61Q: 3 clusters Score -6782814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -6782831.500000 Penalty: 5370.394531
	Iteration 62Q: 3 clusters Score -6782832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -6782843.500000 Penalty: 5370.394531
	Iteration 63Q: 3 clusters Score -6782844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -6782855.500000 Penalty: 5370.394531
	Iteration 64Q: 3 clusters Score -6782856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6782862.500000 Penalty: 5370.394531
	Iteration 65Q: 3 clusters Score -6782862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -6782854.000000 Penalty: 5370.394531
	Iteration 66Q: 3 clusters Score -6782854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6782873.500000 Penalty: 5370.394531
	Iteration 67Q: 3 clusters Score -6782874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -6782872.500000 Penalty: 5370.394531
	Iteration 68Q: 3 clusters Score -6782872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6782892.500000 Penalty: 5370.394531
	Iteration 69Q: 3 clusters Score -6782892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -6782907.500000 Penalty: 5370.394531
	Iteration 70Q: 3 clusters Score -6782908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6782921.000000 Penalty: 5370.394531
	Iteration 71Q: 3 clusters Score -6782921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -6782915.000000 Penalty: 5370.394531
	Iteration 72Q: 3 clusters Score -6782915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -6782918.500000 Penalty: 5370.394531
	Iteration 73Q: 3 clusters Score -6782918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -6782922.500000 Penalty: 5370.394531
	Iteration 74Q: 3 clusters Score -6782922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -6782924.500000 Penalty: 5370.394531
	Iteration 75Q: 3 clusters Score -6782924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -6782942.000000 Penalty: 5370.394531
	Iteration 76Q: 3 clusters Score -6782942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6782946.500000 Penalty: 5370.394531
	Iteration 77Q: 3 clusters Score -6782946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -6782950.000000 Penalty: 5370.394531
	Iteration 78Q: 3 clusters Score -6782950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -6782962.500000 Penalty: 5370.394531
	Iteration 79Q: 3 clusters Score -6782962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -6782978.500000 Penalty: 5370.394531
	Iteration 80F: 3 clusters Score -6782978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -6782993.000000 Penalty: 5370.394531
	Iteration 81Q: 3 clusters Score -6782993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6783005.000000 Penalty: 5370.394531
	Iteration 82Q: 3 clusters Score -6783005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6783005.000000 Penalty: 5370.394531
	Iteration 83Q: 3 clusters Score -6783005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -6783005.000000 Penalty: 5370.394531
	Iteration 84Q: 3 clusters Score -6783005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -6783017.500000 Penalty: 5370.394531
	Iteration 85Q: 3 clusters Score -6783018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -6783017.500000 Penalty: 5370.394531
	Iteration 86Q: 3 clusters Score -6783018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -6783018.000000 Penalty: 5370.394531
	Iteration 87Q: 3 clusters Score -6783018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -6783026.500000 Penalty: 5370.394531
	Iteration 88Q: 3 clusters Score -6783026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -6783024.000000 Penalty: 5370.394531
	Iteration 89Q: 3 clusters Score -6783024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -6783014.500000 Penalty: 5370.394531
	Iteration 90Q: 3 clusters Score -6783014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6783014.500000 Penalty: 5370.394531
	Iteration 91Q: 3 clusters Score -6783014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6783020.500000 Penalty: 5370.394531
	Iteration 92Q: 3 clusters Score -6783020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -6783016.500000 Penalty: 5370.394531
	Iteration 93Q: 3 clusters Score -6783016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -6783022.500000 Penalty: 5370.394531
	Iteration 94Q: 3 clusters Score -6783022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6783019.500000 Penalty: 5370.394531
	Iteration 95Q: 3 clusters Score -6783020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6783023.500000 Penalty: 5370.394531
	Iteration 96Q: 3 clusters Score -6783024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6783025.000000 Penalty: 5370.394531
	Iteration 97Q: 3 clusters Score -6783025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6783020.500000 Penalty: 5370.394531
	Iteration 98Q: 3 clusters Score -6783020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6783016.000000 Penalty: 5370.394531
	Iteration 99Q: 3 clusters Score -6783016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -6783012.000000 Penalty: 5370.394531
	Iteration 100F: 3 clusters Score -6783012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6783024.500000 Penalty: 5370.394531
	Iteration 101Q: 3 clusters Score -6783024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -6783035.500000 Penalty: 5370.394531
	Iteration 102Q: 3 clusters Score -6783036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6783038.500000 Penalty: 5370.394531
	Iteration 103Q: 3 clusters Score -6783038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6783041.500000 Penalty: 5370.394531
	Iteration 104Q: 3 clusters Score -6783042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6783043.500000 Penalty: 5370.394531
	Iteration 105Q: 3 clusters Score -6783044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6783039.500000 Penalty: 5370.394531
	Iteration 106Q: 3 clusters Score -6783040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -6783028.500000 Penalty: 5370.394531
	Iteration 107Q: 3 clusters Score -6783028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6783021.000000 Penalty: 5370.394531
	Iteration 108Q: 3 clusters Score -6783021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -6783029.000000 Penalty: 5370.394531
	Iteration 109Q: 3 clusters Score -6783029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -6783027.000000 Penalty: 5370.394531
	Iteration 110Q: 3 clusters Score -6783027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -6783029.500000 Penalty: 5370.394531
	Iteration 111Q: 3 clusters Score -6783030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6783029.500000 Penalty: 5370.394531
	Iteration 112Q: 3 clusters Score -6783030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -6783027.000000 Penalty: 5370.394531
	Iteration 113Q: 3 clusters Score -6783027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6783028.500000 Penalty: 5370.394531
	Iteration 114Q: 3 clusters Score -6783028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -6783022.500000 Penalty: 5370.394531
	Iteration 115Q: 3 clusters Score -6783022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -6783018.000000 Penalty: 5370.394531
	Iteration 116Q: 3 clusters Score -6783018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6783013.500000 Penalty: 5370.394531
	Iteration 117Q: 3 clusters Score -6783014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6783023.500000 Penalty: 5370.394531
	Iteration 118Q: 3 clusters Score -6783024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6783026.500000 Penalty: 5370.394531
	Iteration 119Q: 3 clusters Score -6783026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6783024.500000 Penalty: 5370.394531
	Iteration 120F: 3 clusters Score -6783024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6783024.000000 Penalty: 5370.394531
	Iteration 121Q: 3 clusters Score -6783024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6783026.500000 Penalty: 5370.394531
	Iteration 122Q: 3 clusters Score -6783026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6783020.000000 Penalty: 5370.394531
	Iteration 123Q: 3 clusters Score -6783020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -6783025.500000 Penalty: 5370.394531
	Iteration 124Q: 3 clusters Score -6783026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6783019.000000 Penalty: 5370.394531
	Iteration 125Q: 3 clusters Score -6783019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -6783022.500000 Penalty: 5370.394531
	Iteration 126Q: 3 clusters Score -6783022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -6783025.500000 Penalty: 5370.394531
	Iteration 127Q: 3 clusters Score -6783026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6783022.000000 Penalty: 5370.394531
	Iteration 128Q: 3 clusters Score -6783022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -6783021.500000 Penalty: 5370.394531
	Iteration 129Q: 3 clusters Score -6783022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -6783020.000000 Penalty: 5370.394531
	Iteration 130Q: 3 clusters Score -6783020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -6783021.500000 Penalty: 5370.394531
	Iteration 131Q: 3 clusters Score -6783022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6783020.000000 Penalty: 5370.394531
	Iteration 132Q: 3 clusters Score -6783020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -6783015.000000 Penalty: 5370.394531
	Iteration 133Q: 3 clusters Score -6783015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6783016.000000 Penalty: 5370.394531
	Iteration 134Q: 3 clusters Score -6783016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6783016.500000 Penalty: 5370.394531
	Iteration 135Q: 3 clusters Score -6783016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6783021.500000 Penalty: 5370.394531
	Iteration 136Q: 3 clusters Score -6783022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6783023.000000 Penalty: 5370.394531
	Iteration 137Q: 3 clusters Score -6783023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6783023.000000 Penalty: 5370.394531
	Iteration 138F: 3 clusters Score -6783023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (151478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Entering Unmasked Estep 
Score: -20324160.000000 Penalty: 2958.192627
	Iteration 0F: 2 clusters Score -2.032416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -20236440.000000 Penalty: 5916.385254
	Iteration 0F: 3 clusters Score -2.023644e+07 nChanged 72277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -20278550.000000 Penalty: 5916.385254
	Iteration 1F: 3 clusters Score -2.027855e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -20279836.000000 Penalty: 5916.385254
	Iteration 2Q: 3 clusters Score -2.027984e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -20282058.000000 Penalty: 5916.385254
	Iteration 3Q: 3 clusters Score -2.028206e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -20285774.000000 Penalty: 5916.385254
	Iteration 4Q: 3 clusters Score -2.028577e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -20291346.000000 Penalty: 5916.385254
	Iteration 5F: 3 clusters Score -2.029135e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -20298670.000000 Penalty: 5916.385254
	Iteration 6F: 3 clusters Score -2.029867e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -20306110.000000 Penalty: 5916.385254
	Iteration 7F: 3 clusters Score -2.030611e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -20312296.000000 Penalty: 5916.385254
	Iteration 8F: 3 clusters Score -2.03123e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -20316448.000000 Penalty: 5916.385254
	Iteration 9Q: 3 clusters Score -2.031645e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -20318590.000000 Penalty: 5916.385254
	Iteration 10Q: 3 clusters Score -2.031859e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -20319604.000000 Penalty: 5916.385254
	Iteration 11Q: 3 clusters Score -2.03196e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 110945 members 
Entering Unmasked Estep 
Score: -20320238.000000 Penalty: 5916.385254
	Iteration 12Q: 3 clusters Score -2.032024e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -20320562.000000 Penalty: 5916.385254
	Iteration 13Q: 3 clusters Score -2.032056e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -20320944.000000 Penalty: 5916.385254
	Iteration 14Q: 3 clusters Score -2.032094e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -20321200.000000 Penalty: 5916.385254
	Iteration 15Q: 3 clusters Score -2.03212e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 109254 members 
Entering Unmasked Estep 
Score: -20321476.000000 Penalty: 5916.385254
	Iteration 16Q: 3 clusters Score -2.032148e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -20321726.000000 Penalty: 5916.385254
	Iteration 17Q: 3 clusters Score -2.032173e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 108233 members 
Entering Unmasked Estep 
Score: -20322036.000000 Penalty: 5916.385254
	Iteration 18Q: 3 clusters Score -2.032204e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -20322292.000000 Penalty: 5916.385254
	Iteration 19Q: 3 clusters Score -2.032229e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -20322642.000000 Penalty: 5916.385254
	Iteration 20F: 3 clusters Score -2.032264e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -20323046.000000 Penalty: 5916.385254
	Iteration 21Q: 3 clusters Score -2.032305e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -20323306.000000 Penalty: 5916.385254
	Iteration 22Q: 3 clusters Score -2.032331e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 105380 members 
Entering Unmasked Estep 
Score: -20323624.000000 Penalty: 5916.385254
	Iteration 23Q: 3 clusters Score -2.032362e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -20323852.000000 Penalty: 5916.385254
	Iteration 24Q: 3 clusters Score -2.032385e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -20324176.000000 Penalty: 5916.385254
	Iteration 25Q: 3 clusters Score -2.032418e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 103708 members 
Entering Unmasked Estep 
Score: -20324440.000000 Penalty: 5916.385254
	Iteration 26Q: 3 clusters Score -2.032444e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -20324670.000000 Penalty: 5916.385254
	Iteration 27Q: 3 clusters Score -2.032467e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -20324920.000000 Penalty: 5916.385254
	Iteration 28Q: 3 clusters Score -2.032492e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -20325150.000000 Penalty: 5916.385254
	Iteration 29Q: 3 clusters Score -2.032515e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -20325382.000000 Penalty: 5916.385254
	Iteration 30Q: 3 clusters Score -2.032538e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -20325474.000000 Penalty: 5916.385254
	Iteration 31Q: 3 clusters Score -2.032547e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -20325548.000000 Penalty: 5916.385254
	Iteration 32Q: 3 clusters Score -2.032555e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -20325740.000000 Penalty: 5916.385254
	Iteration 33Q: 3 clusters Score -2.032574e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -20325916.000000 Penalty: 5916.385254
	Iteration 34Q: 3 clusters Score -2.032592e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 101937 members 
Entering Unmasked Estep 
Score: -20325978.000000 Penalty: 5916.385254
	Iteration 35Q: 3 clusters Score -2.032598e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -20325922.000000 Penalty: 5916.385254
	Iteration 36Q: 3 clusters Score -2.032592e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -20325986.000000 Penalty: 5916.385254
	Iteration 37Q: 3 clusters Score -2.032599e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -20326018.000000 Penalty: 5916.385254
	Iteration 38Q: 3 clusters Score -2.032602e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -20326068.000000 Penalty: 5916.385254
	Iteration 39Q: 3 clusters Score -2.032607e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -20326078.000000 Penalty: 5916.385254
	Iteration 40F: 3 clusters Score -2.032608e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -20326126.000000 Penalty: 5916.385254
	Iteration 41Q: 3 clusters Score -2.032613e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -20326124.000000 Penalty: 5916.385254
	Iteration 42Q: 3 clusters Score -2.032612e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -20326144.000000 Penalty: 5916.385254
	Iteration 43Q: 3 clusters Score -2.032614e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -20326152.000000 Penalty: 5916.385254
	Iteration 44Q: 3 clusters Score -2.032615e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 102041 members 
Entering Unmasked Estep 
Score: -20326136.000000 Penalty: 5916.385254
	Iteration 45Q: 3 clusters Score -2.032614e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -20326114.000000 Penalty: 5916.385254
	Iteration 46Q: 3 clusters Score -2.032611e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -20326166.000000 Penalty: 5916.385254
	Iteration 47Q: 3 clusters Score -2.032617e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -20326144.000000 Penalty: 5916.385254
	Iteration 48Q: 3 clusters Score -2.032614e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -20326174.000000 Penalty: 5916.385254
	Iteration 49Q: 3 clusters Score -2.032617e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 102179 members 
Entering Unmasked Estep 
Score: -20326190.000000 Penalty: 5916.385254
	Iteration 50Q: 3 clusters Score -2.032619e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -20326218.000000 Penalty: 5916.385254
	Iteration 51Q: 3 clusters Score -2.032622e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -20326196.000000 Penalty: 5916.385254
	Iteration 52Q: 3 clusters Score -2.03262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -20326192.000000 Penalty: 5916.385254
	Iteration 53Q: 3 clusters Score -2.032619e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -20326204.000000 Penalty: 5916.385254
	Iteration 54Q: 3 clusters Score -2.03262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -20326230.000000 Penalty: 5916.385254
	Iteration 55Q: 3 clusters Score -2.032623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 56Q: 3 clusters Score -2.032621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 57Q: 3 clusters Score -2.032621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -20326220.000000 Penalty: 5916.385254
	Iteration 58Q: 3 clusters Score -2.032622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -20326220.000000 Penalty: 5916.385254
	Iteration 59Q: 3 clusters Score -2.032622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -20326200.000000 Penalty: 5916.385254
	Iteration 60F: 3 clusters Score -2.03262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -20326216.000000 Penalty: 5916.385254
	Iteration 61Q: 3 clusters Score -2.032622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -20326210.000000 Penalty: 5916.385254
	Iteration 62Q: 3 clusters Score -2.032621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -20326204.000000 Penalty: 5916.385254
	Iteration 63Q: 3 clusters Score -2.03262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 64Q: 3 clusters Score -2.032621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -20326206.000000 Penalty: 5916.385254
	Iteration 65Q: 3 clusters Score -2.032621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 66Q: 3 clusters Score -2.032621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -20326216.000000 Penalty: 5916.385254
	Iteration 67Q: 3 clusters Score -2.032622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 68Q: 3 clusters Score -2.032621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -20326218.000000 Penalty: 5916.385254
	Iteration 69Q: 3 clusters Score -2.032622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -20326220.000000 Penalty: 5916.385254
	Iteration 70Q: 3 clusters Score -2.032622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -20326228.000000 Penalty: 5916.385254
	Iteration 71Q: 3 clusters Score -2.032623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -20326218.000000 Penalty: 5916.385254
	Iteration 72Q: 3 clusters Score -2.032622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -20326230.000000 Penalty: 5916.385254
	Iteration 73Q: 3 clusters Score -2.032623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -20326218.000000 Penalty: 5916.385254
	Iteration 74Q: 3 clusters Score -2.032622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 75Q: 3 clusters Score -2.032621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -20326202.000000 Penalty: 5916.385254
	Iteration 76Q: 3 clusters Score -2.03262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -20326192.000000 Penalty: 5916.385254
	Iteration 77Q: 3 clusters Score -2.032619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -20326188.000000 Penalty: 5916.385254
	Iteration 78Q: 3 clusters Score -2.032619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -20326194.000000 Penalty: 5916.385254
	Iteration 79Q: 3 clusters Score -2.032619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -20326182.000000 Penalty: 5916.385254
	Iteration 80F: 3 clusters Score -2.032618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -20326176.000000 Penalty: 5916.385254
	Iteration 81Q: 3 clusters Score -2.032618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -20326180.000000 Penalty: 5916.385254
	Iteration 82Q: 3 clusters Score -2.032618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -20326194.000000 Penalty: 5916.385254
	Iteration 83Q: 3 clusters Score -2.032619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -20326188.000000 Penalty: 5916.385254
	Iteration 84Q: 3 clusters Score -2.032619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -20326190.000000 Penalty: 5916.385254
	Iteration 85Q: 3 clusters Score -2.032619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -20326208.000000 Penalty: 5916.385254
	Iteration 86Q: 3 clusters Score -2.032621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -20326206.000000 Penalty: 5916.385254
	Iteration 87Q: 3 clusters Score -2.032621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -20326200.000000 Penalty: 5916.385254
	Iteration 88Q: 3 clusters Score -2.03262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -20326202.000000 Penalty: 5916.385254
	Iteration 89Q: 3 clusters Score -2.03262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -20326198.000000 Penalty: 5916.385254
	Iteration 90Q: 3 clusters Score -2.03262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -20326198.000000 Penalty: 5916.385254
	Iteration 91F: 3 clusters Score -2.03262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 49066 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48477 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 89553 members 
Mstep: Class 23 contains 102412 members 
Entering Unmasked Estep 
Score: -62753676.000000 Penalty: 74571.539062
Splitting cluster 15 changes total score from -62750400.000000 to -62753676.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -100100.859375 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -100100.9 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 454 members 
Entering Unmasked Estep 
Score: -98455.195312 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -98455.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98811.304688 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -98811.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98893.945312 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -98893.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98947.148438 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -98947.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99014.953125 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -99014.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99099.109375 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -99099.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99171.023438 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -99171.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99239.625000 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -99239.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99360.312500 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -99360.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99440.781250 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -99440.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99472.070312 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -99472.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99539.710938 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -99539.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99578.789062 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -99578.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99589.890625 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -99589.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99598.656250 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -99598.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99602.468750 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -99602.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99607.382812 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -99607.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -99614.414062 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -99614.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99621.585938 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -99621.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99628.101562 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -99628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99632.070312 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -99632.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99636.359375 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -99636.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99638.773438 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -99638.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99641.507812 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -99641.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99643.914062 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -99643.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99648.828125 Penalty: 3348.546387
	Iteration 25Q: 3 clusters Score -99648.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99655.820312 Penalty: 3348.546387
	Iteration 26Q: 3 clusters Score -99655.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99665.406250 Penalty: 3348.546387
	Iteration 27Q: 3 clusters Score -99665.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99683.859375 Penalty: 3348.546387
	Iteration 28Q: 3 clusters Score -99683.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99716.257812 Penalty: 3348.546387
	Iteration 29Q: 3 clusters Score -99716.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -99740.820312 Penalty: 3348.546387
	Iteration 30Q: 3 clusters Score -99740.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99762.117188 Penalty: 3348.546387
	Iteration 31Q: 3 clusters Score -99762.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99823.992188 Penalty: 3348.546387
	Iteration 32Q: 3 clusters Score -99823.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99854.562500 Penalty: 3348.546387
	Iteration 33Q: 3 clusters Score -99854.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99863.679688 Penalty: 3348.546387
	Iteration 34Q: 3 clusters Score -99863.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99868.171875 Penalty: 3348.546387
	Iteration 35Q: 3 clusters Score -99868.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99873.367188 Penalty: 3348.546387
	Iteration 36Q: 3 clusters Score -99873.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99878.367188 Penalty: 3348.546387
	Iteration 37Q: 3 clusters Score -99878.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99879.476562 Penalty: 3348.546387
	Iteration 38Q: 3 clusters Score -99879.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99880.093750 Penalty: 3348.546387
	Iteration 39Q: 3 clusters Score -99880.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99880.093750 Penalty: 3348.546387
	Iteration 40F: 3 clusters Score -99880.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Entering Unmasked Estep 
Score: -6354996.500000 Penalty: 2675.633545
	Iteration 0F: 2 clusters Score -6354996 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 24320 members 
Entering Unmasked Estep 
Score: -6322169.500000 Penalty: 5351.267090
	Iteration 0F: 3 clusters Score -6322170 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -6334702.000000 Penalty: 5351.267090
	Iteration 1F: 3 clusters Score -6334702 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -6335164.000000 Penalty: 5351.267090
	Iteration 2Q: 3 clusters Score -6335164 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6335569.500000 Penalty: 5351.267090
	Iteration 3Q: 3 clusters Score -6335570 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -6335943.500000 Penalty: 5351.267090
	Iteration 4Q: 3 clusters Score -6335944 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -6336454.500000 Penalty: 5351.267090
	Iteration 5Q: 3 clusters Score -6336454 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -6337077.500000 Penalty: 5351.267090
	Iteration 6Q: 3 clusters Score -6337078 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -6338064.500000 Penalty: 5351.267090
	Iteration 7Q: 3 clusters Score -6338064 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -6339551.500000 Penalty: 5351.267090
	Iteration 8F: 3 clusters Score -6339552 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -6341752.000000 Penalty: 5351.267090
	Iteration 9F: 3 clusters Score -6341752 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -6344352.500000 Penalty: 5351.267090
	Iteration 10F: 3 clusters Score -6344352 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -6346985.500000 Penalty: 5351.267090
	Iteration 11F: 3 clusters Score -6346986 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6349282.000000 Penalty: 5351.267090
	Iteration 12F: 3 clusters Score -6349282 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -6350852.000000 Penalty: 5351.267090
	Iteration 13Q: 3 clusters Score -6350852 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6351737.000000 Penalty: 5351.267090
	Iteration 14Q: 3 clusters Score -6351737 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -6352149.000000 Penalty: 5351.267090
	Iteration 15Q: 3 clusters Score -6352149 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -6352362.500000 Penalty: 5351.267090
	Iteration 16Q: 3 clusters Score -6352362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -6352472.500000 Penalty: 5351.267090
	Iteration 17Q: 3 clusters Score -6352472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -6352573.000000 Penalty: 5351.267090
	Iteration 18Q: 3 clusters Score -6352573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6352620.000000 Penalty: 5351.267090
	Iteration 19Q: 3 clusters Score -6352620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -6352636.500000 Penalty: 5351.267090
	Iteration 20F: 3 clusters Score -6352636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -6352661.000000 Penalty: 5351.267090
	Iteration 21Q: 3 clusters Score -6352661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6352681.500000 Penalty: 5351.267090
	Iteration 22Q: 3 clusters Score -6352682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -6352685.500000 Penalty: 5351.267090
	Iteration 23Q: 3 clusters Score -6352686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6352695.000000 Penalty: 5351.267090
	Iteration 24Q: 3 clusters Score -6352695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6352700.000000 Penalty: 5351.267090
	Iteration 25Q: 3 clusters Score -6352700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6352700.000000 Penalty: 5351.267090
	Iteration 26F: 3 clusters Score -6352700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -1260941.250000 Penalty: 2266.566650
	Iteration 0F: 2 clusters Score -1260941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1253751.750000 Penalty: 4533.133301
	Iteration 0F: 3 clusters Score -1253752 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1255795.375000 Penalty: 4533.133301
	Iteration 1F: 3 clusters Score -1255795 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1256161.750000 Penalty: 4533.133301
	Iteration 2F: 3 clusters Score -1256162 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1256509.750000 Penalty: 4533.133301
	Iteration 3F: 3 clusters Score -1256510 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1256914.000000 Penalty: 4533.133301
	Iteration 4F: 3 clusters Score -1256914 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1257407.625000 Penalty: 4533.133301
	Iteration 5F: 3 clusters Score -1257408 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1258091.875000 Penalty: 4533.133301
	Iteration 6F: 3 clusters Score -1258092 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1258857.500000 Penalty: 4533.133301
	Iteration 7F: 3 clusters Score -1258858 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1259407.500000 Penalty: 4533.133301
	Iteration 8F: 3 clusters Score -1259408 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1259763.750000 Penalty: 4533.133301
	Iteration 9Q: 3 clusters Score -1259764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1259960.000000 Penalty: 4533.133301
	Iteration 10Q: 3 clusters Score -1259960 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1260059.125000 Penalty: 4533.133301
	Iteration 11Q: 3 clusters Score -1260059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1260104.750000 Penalty: 4533.133301
	Iteration 12Q: 3 clusters Score -1260105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1260126.000000 Penalty: 4533.133301
	Iteration 13Q: 3 clusters Score -1260126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1260147.625000 Penalty: 4533.133301
	Iteration 14Q: 3 clusters Score -1260148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1260164.125000 Penalty: 4533.133301
	Iteration 15Q: 3 clusters Score -1260164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1260171.500000 Penalty: 4533.133301
	Iteration 16Q: 3 clusters Score -1260172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1260177.500000 Penalty: 4533.133301
	Iteration 17Q: 3 clusters Score -1260178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1260183.750000 Penalty: 4533.133301
	Iteration 18Q: 3 clusters Score -1260184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1260186.375000 Penalty: 4533.133301
	Iteration 19Q: 3 clusters Score -1260186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1260187.750000 Penalty: 4533.133301
	Iteration 20F: 3 clusters Score -1260188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1260189.625000 Penalty: 4533.133301
	Iteration 21Q: 3 clusters Score -1260190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1260193.875000 Penalty: 4533.133301
	Iteration 22Q: 3 clusters Score -1260194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1260191.875000 Penalty: 4533.133301
	Iteration 23Q: 3 clusters Score -1260192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1260193.500000 Penalty: 4533.133301
	Iteration 24Q: 3 clusters Score -1260194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1260195.250000 Penalty: 4533.133301
	Iteration 25Q: 3 clusters Score -1260195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1260195.250000 Penalty: 4533.133301
	Iteration 26F: 3 clusters Score -1260195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Entering Unmasked Estep 
Score: -814887.000000 Penalty: 2167.405029
	Iteration 0F: 2 clusters Score -814887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -809613.937500 Penalty: 4334.810059
	Iteration 0F: 3 clusters Score -809613.9 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -810944.687500 Penalty: 4334.810059
	Iteration 1F: 3 clusters Score -810944.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -811242.875000 Penalty: 4334.810059
	Iteration 2F: 3 clusters Score -811242.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -811551.812500 Penalty: 4334.810059
	Iteration 3F: 3 clusters Score -811551.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -812081.187500 Penalty: 4334.810059
	Iteration 4F: 3 clusters Score -812081.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -812733.375000 Penalty: 4334.810059
	Iteration 5F: 3 clusters Score -812733.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -813313.062500 Penalty: 4334.810059
	Iteration 6F: 3 clusters Score -813313.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -813669.250000 Penalty: 4334.810059
	Iteration 7F: 3 clusters Score -813669.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -813888.812500 Penalty: 4334.810059
	Iteration 8Q: 3 clusters Score -813888.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -814028.000000 Penalty: 4334.810059
	Iteration 9Q: 3 clusters Score -814028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -814099.812500 Penalty: 4334.810059
	Iteration 10Q: 3 clusters Score -814099.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -814155.625000 Penalty: 4334.810059
	Iteration 11Q: 3 clusters Score -814155.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -814195.312500 Penalty: 4334.810059
	Iteration 12Q: 3 clusters Score -814195.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -814225.250000 Penalty: 4334.810059
	Iteration 13Q: 3 clusters Score -814225.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -814244.750000 Penalty: 4334.810059
	Iteration 14Q: 3 clusters Score -814244.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -814265.000000 Penalty: 4334.810059
	Iteration 15Q: 3 clusters Score -814265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -814282.500000 Penalty: 4334.810059
	Iteration 16Q: 3 clusters Score -814282.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -814296.500000 Penalty: 4334.810059
	Iteration 17Q: 3 clusters Score -814296.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -814304.937500 Penalty: 4334.810059
	Iteration 18Q: 3 clusters Score -814304.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -814319.187500 Penalty: 4334.810059
	Iteration 19Q: 3 clusters Score -814319.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -814331.437500 Penalty: 4334.810059
	Iteration 20F: 3 clusters Score -814331.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -814341.062500 Penalty: 4334.810059
	Iteration 21Q: 3 clusters Score -814341.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -814348.750000 Penalty: 4334.810059
	Iteration 22Q: 3 clusters Score -814348.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -814352.437500 Penalty: 4334.810059
	Iteration 23Q: 3 clusters Score -814352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -814355.500000 Penalty: 4334.810059
	Iteration 24Q: 3 clusters Score -814355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -814359.437500 Penalty: 4334.810059
	Iteration 25Q: 3 clusters Score -814359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -814361.500000 Penalty: 4334.810059
	Iteration 26Q: 3 clusters Score -814361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -814361.250000 Penalty: 4334.810059
	Iteration 27Q: 3 clusters Score -814361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -814361.562500 Penalty: 4334.810059
	Iteration 28Q: 3 clusters Score -814361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -814362.625000 Penalty: 4334.810059
	Iteration 29Q: 3 clusters Score -814362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -814364.125000 Penalty: 4334.810059
	Iteration 30Q: 3 clusters Score -814364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -814362.062500 Penalty: 4334.810059
	Iteration 31Q: 3 clusters Score -814362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -814363.687500 Penalty: 4334.810059
	Iteration 32Q: 3 clusters Score -814363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -814364.625000 Penalty: 4334.810059
	Iteration 33Q: 3 clusters Score -814364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -814364.625000 Penalty: 4334.810059
	Iteration 34F: 3 clusters Score -814364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -156564.578125 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -156564.6 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 588 members 
Entering Unmasked Estep 
Score: -154469.906250 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -154469.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154759.109375 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -154759.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -154848.968750 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -154849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154897.250000 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -154897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -154914.984375 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -154915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154924.046875 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -154924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154935.734375 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -154935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -154946.015625 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -154946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154950.609375 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -154950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -154955.921875 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -154955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154963.125000 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -154963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154970.000000 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -154970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154976.109375 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -154976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -154977.640625 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -154977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154981.328125 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -154981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154984.234375 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -154984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154984.234375 Penalty: 3507.079102
	Iteration 16F: 3 clusters Score -154984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 49066 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 48477 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763932.000000 Penalty: 74571.539062
Iteration 119Q: 24 clusters Score -6.276393e+07 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2896 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 21532 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 53087 members 
Mstep: Class 14 contains 49744 members 
Mstep: Class 15 contains 52610 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 48577 members 
Mstep: Class 18 contains 8869 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 87043 members 
Mstep: Class 23 contains 99364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770164.000000 Penalty: 74571.539062
Iteration 120F: 24 clusters Score -6.277016e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 54427 members 
Mstep: Class 14 contains 49008 members 
Mstep: Class 15 contains 52573 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 48806 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 87403 members 
Mstep: Class 23 contains 99271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772448.000000 Penalty: 74571.539062
Iteration 121Q: 24 clusters Score -6.277245e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21106 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 55153 members 
Mstep: Class 14 contains 48350 members 
Mstep: Class 15 contains 51619 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 49129 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 88609 members 
Mstep: Class 23 contains 99495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773608.000000 Penalty: 74571.539062
Iteration 122Q: 24 clusters Score -6.277361e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20972 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 55538 members 
Mstep: Class 14 contains 47642 members 
Mstep: Class 15 contains 50429 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 49493 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 6897 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 90170 members 
Mstep: Class 23 contains 99777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773884.000000 Penalty: 74571.539062
Iteration 123Q: 24 clusters Score -6.277388e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20854 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 55602 members 
Mstep: Class 14 contains 46991 members 
Mstep: Class 15 contains 49156 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 49790 members 
Mstep: Class 18 contains 7881 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 92032 members 
Mstep: Class 23 contains 100061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774432.000000 Penalty: 74571.539062
Iteration 124Q: 24 clusters Score -6.277443e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2986 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20766 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 55459 members 
Mstep: Class 14 contains 46343 members 
Mstep: Class 15 contains 47881 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 50097 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 94023 members 
Mstep: Class 23 contains 100323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774412.000000 Penalty: 74571.539062
Iteration 125Q: 24 clusters Score -6.277441e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 55226 members 
Mstep: Class 14 contains 45756 members 
Mstep: Class 15 contains 46597 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 50391 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 95899 members 
Mstep: Class 23 contains 100604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774508.000000 Penalty: 74571.539062
Iteration 126Q: 24 clusters Score -6.277451e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 2486 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20661 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 54890 members 
Mstep: Class 14 contains 45171 members 
Mstep: Class 15 contains 45404 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 50663 members 
Mstep: Class 18 contains 7547 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 6911 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 97719 members 
Mstep: Class 23 contains 100873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774832.000000 Penalty: 74571.539062
Iteration 127Q: 24 clusters Score -6.277483e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 54562 members 
Mstep: Class 14 contains 44651 members 
Mstep: Class 15 contains 44273 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 50929 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 99381 members 
Mstep: Class 23 contains 101132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774996.000000 Penalty: 74571.539062
Iteration 128Q: 24 clusters Score -6.2775e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 2499 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20603 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 54363 members 
Mstep: Class 14 contains 44208 members 
Mstep: Class 15 contains 43321 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 51137 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 100823 members 
Mstep: Class 23 contains 101261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774828.000000 Penalty: 74571.539062
Iteration 129Q: 24 clusters Score -6.277483e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 54432 members 
Mstep: Class 14 contains 43770 members 
Mstep: Class 15 contains 42436 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 101949 members 
Mstep: Class 23 contains 101356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774596.000000 Penalty: 74571.539062
Iteration 130Q: 24 clusters Score -6.27746e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20541 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 54598 members 
Mstep: Class 14 contains 43368 members 
Mstep: Class 15 contains 41584 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 51508 members 
Mstep: Class 18 contains 7335 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 102924 members 
Mstep: Class 23 contains 101416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774352.000000 Penalty: 74571.539062
Iteration 131Q: 24 clusters Score -6.277435e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20518 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 54836 members 
Mstep: Class 14 contains 43036 members 
Mstep: Class 15 contains 40713 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 51693 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6886 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 103742 members 
Mstep: Class 23 contains 101481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774212.000000 Penalty: 74571.539062
Iteration 132Q: 24 clusters Score -6.277421e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 55155 members 
Mstep: Class 14 contains 42735 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 51863 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 104468 members 
Mstep: Class 23 contains 101477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774116.000000 Penalty: 74571.539062
Iteration 133Q: 24 clusters Score -6.277412e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20478 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 55614 members 
Mstep: Class 14 contains 42460 members 
Mstep: Class 15 contains 38989 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 52028 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 105064 members 
Mstep: Class 23 contains 101469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773764.000000 Penalty: 74571.539062
Iteration 134Q: 24 clusters Score -6.277376e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20469 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 56128 members 
Mstep: Class 14 contains 42214 members 
Mstep: Class 15 contains 38043 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 52174 members 
Mstep: Class 18 contains 7212 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 105613 members 
Mstep: Class 23 contains 101504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773228.000000 Penalty: 74571.539062
Iteration 135Q: 24 clusters Score -6.277323e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20464 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 56707 members 
Mstep: Class 14 contains 41990 members 
Mstep: Class 15 contains 37013 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 52307 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 106196 members 
Mstep: Class 23 contains 101493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772932.000000 Penalty: 74571.539062
Iteration 136Q: 24 clusters Score -6.277293e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20447 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 57378 members 
Mstep: Class 14 contains 41799 members 
Mstep: Class 15 contains 35886 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 52444 members 
Mstep: Class 18 contains 7165 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 106749 members 
Mstep: Class 23 contains 101466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772364.000000 Penalty: 74571.539062
Iteration 137Q: 24 clusters Score -6.277236e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20436 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 58073 members 
Mstep: Class 14 contains 41634 members 
Mstep: Class 15 contains 34679 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 52570 members 
Mstep: Class 18 contains 7169 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 107271 members 
Mstep: Class 23 contains 101482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772000.000000 Penalty: 74571.539062
Iteration 138Q: 24 clusters Score -6.2772e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20423 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 58694 members 
Mstep: Class 14 contains 41495 members 
Mstep: Class 15 contains 33434 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 52678 members 
Mstep: Class 18 contains 7164 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6863 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 107825 members 
Mstep: Class 23 contains 101580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771744.000000 Penalty: 74571.539062
Iteration 139Q: 24 clusters Score -6.277174e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20414 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 59319 members 
Mstep: Class 14 contains 41351 members 
Mstep: Class 15 contains 32186 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 52759 members 
Mstep: Class 18 contains 7163 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 108424 members 
Mstep: Class 23 contains 101646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771736.000000 Penalty: 74571.539062
Iteration 140F: 24 clusters Score -6.277174e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20415 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 59968 members 
Mstep: Class 14 contains 41205 members 
Mstep: Class 15 contains 30918 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 52838 members 
Mstep: Class 18 contains 7172 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 6874 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 109031 members 
Mstep: Class 23 contains 101682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771924.000000 Penalty: 74571.539062
Iteration 141Q: 24 clusters Score -6.277192e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20423 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 60582 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 29638 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 52903 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 109667 members 
Mstep: Class 23 contains 101720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771880.000000 Penalty: 74571.539062
Iteration 142Q: 24 clusters Score -6.277188e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20422 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 61230 members 
Mstep: Class 14 contains 41030 members 
Mstep: Class 15 contains 28314 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 53001 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 110285 members 
Mstep: Class 23 contains 101712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771616.000000 Penalty: 74571.539062
Iteration 143Q: 24 clusters Score -6.277162e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20433 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 61836 members 
Mstep: Class 14 contains 40985 members 
Mstep: Class 15 contains 27045 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 53061 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 110899 members 
Mstep: Class 23 contains 101714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771684.000000 Penalty: 74571.539062
Iteration 144Q: 24 clusters Score -6.277168e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20446 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 62481 members 
Mstep: Class 14 contains 40935 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 53126 members 
Mstep: Class 18 contains 7195 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 111475 members 
Mstep: Class 23 contains 101656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771468.000000 Penalty: 74571.539062
Iteration 145Q: 24 clusters Score -6.277147e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20454 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 63226 members 
Mstep: Class 14 contains 40898 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 53205 members 
Mstep: Class 18 contains 7201 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 111991 members 
Mstep: Class 23 contains 101516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771416.000000 Penalty: 74571.539062
Iteration 146Q: 24 clusters Score -6.277142e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20459 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 63986 members 
Mstep: Class 14 contains 40849 members 
Mstep: Class 15 contains 23433 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 53294 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 112498 members 
Mstep: Class 23 contains 101353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771164.000000 Penalty: 74571.539062
Iteration 147Q: 24 clusters Score -6.277116e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3530 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20460 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 64744 members 
Mstep: Class 14 contains 40806 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53386 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 112992 members 
Mstep: Class 23 contains 101216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770940.000000 Penalty: 74571.539062
Iteration 148Q: 24 clusters Score -6.277094e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20462 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 65397 members 
Mstep: Class 14 contains 40788 members 
Mstep: Class 15 contains 21157 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53490 members 
Mstep: Class 18 contains 7220 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 113442 members 
Mstep: Class 23 contains 101090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770640.000000 Penalty: 74571.539062
Iteration 149Q: 24 clusters Score -6.277064e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20456 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 66010 members 
Mstep: Class 14 contains 40778 members 
Mstep: Class 15 contains 20039 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53618 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 113873 members 
Mstep: Class 23 contains 100995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770448.000000 Penalty: 74571.539062
Iteration 150Q: 24 clusters Score -6.277045e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20448 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 66615 members 
Mstep: Class 14 contains 40760 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53701 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 114252 members 
Mstep: Class 23 contains 100982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770252.000000 Penalty: 74571.539062
Iteration 151Q: 24 clusters Score -6.277025e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20442 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 67260 members 
Mstep: Class 14 contains 40749 members 
Mstep: Class 15 contains 17942 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53767 members 
Mstep: Class 18 contains 7266 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 114558 members 
Mstep: Class 23 contains 100970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770212.000000 Penalty: 74571.539062
Iteration 152Q: 24 clusters Score -6.277021e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 112 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20445 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 67908 members 
Mstep: Class 14 contains 40764 members 
Mstep: Class 15 contains 16987 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53827 members 
Mstep: Class 18 contains 7266 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6844 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 114790 members 
Mstep: Class 23 contains 100930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770248.000000 Penalty: 74571.539062
Iteration 153Q: 24 clusters Score -6.277025e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20447 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 68574 members 
Mstep: Class 14 contains 40763 members 
Mstep: Class 15 contains 16080 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53889 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 114941 members 
Mstep: Class 23 contains 100928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770140.000000 Penalty: 74571.539062
Iteration 154Q: 24 clusters Score -6.277014e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 20457 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 69236 members 
Mstep: Class 14 contains 40748 members 
Mstep: Class 15 contains 15234 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53921 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 115034 members 
Mstep: Class 23 contains 100976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770080.000000 Penalty: 74571.539062
Iteration 155Q: 24 clusters Score -6.277008e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20458 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 69813 members 
Mstep: Class 14 contains 40734 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 53969 members 
Mstep: Class 18 contains 7254 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115093 members 
Mstep: Class 23 contains 101041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770188.000000 Penalty: 74571.539062
Iteration 156Q: 24 clusters Score -6.277019e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20463 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 70385 members 
Mstep: Class 14 contains 40717 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 53998 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115104 members 
Mstep: Class 23 contains 101111 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 157Q: 24 clusters Score -6.27702e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3573 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20465 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 70937 members 
Mstep: Class 14 contains 40707 members 
Mstep: Class 15 contains 13111 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54026 members 
Mstep: Class 18 contains 7259 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115101 members 
Mstep: Class 23 contains 101217 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 24 clusters Score -6.277004e+07 nChanged 876
Entering ConstructFrom: 
Score: -62770040.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (29598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Entering Unmasked Estep 
Score: -4043994.250000 Penalty: 2553.274414
	Iteration 0F: 2 clusters Score -4043994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4023593.000000 Penalty: 5106.548828
	Iteration 0F: 3 clusters Score -4023593 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4030833.500000 Penalty: 5106.548828
	Iteration 1F: 3 clusters Score -4030834 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4031277.000000 Penalty: 5106.548828
	Iteration 2Q: 3 clusters Score -4031277 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4031601.000000 Penalty: 5106.548828
	Iteration 3Q: 3 clusters Score -4031601 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4031980.250000 Penalty: 5106.548828
	Iteration 4Q: 3 clusters Score -4031980 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4032437.500000 Penalty: 5106.548828
	Iteration 5Q: 3 clusters Score -4032438 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4033077.250000 Penalty: 5106.548828
	Iteration 6Q: 3 clusters Score -4033077 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -4034009.500000 Penalty: 5106.548828
	Iteration 7F: 3 clusters Score -4034010 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4035437.750000 Penalty: 5106.548828
	Iteration 8F: 3 clusters Score -4035438 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4037065.250000 Penalty: 5106.548828
	Iteration 9F: 3 clusters Score -4037065 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -4038655.000000 Penalty: 5106.548828
	Iteration 10F: 3 clusters Score -4038655 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4040004.500000 Penalty: 5106.548828
	Iteration 11Q: 3 clusters Score -4040004 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4040850.500000 Penalty: 5106.548828
	Iteration 12Q: 3 clusters Score -4040850 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4041302.750000 Penalty: 5106.548828
	Iteration 13Q: 3 clusters Score -4041303 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4041518.750000 Penalty: 5106.548828
	Iteration 14Q: 3 clusters Score -4041519 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4041645.250000 Penalty: 5106.548828
	Iteration 15Q: 3 clusters Score -4041645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4041704.500000 Penalty: 5106.548828
	Iteration 16Q: 3 clusters Score -4041704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4041748.000000 Penalty: 5106.548828
	Iteration 17Q: 3 clusters Score -4041748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4041784.750000 Penalty: 5106.548828
	Iteration 18Q: 3 clusters Score -4041785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4041809.000000 Penalty: 5106.548828
	Iteration 19Q: 3 clusters Score -4041809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4041822.000000 Penalty: 5106.548828
	Iteration 20F: 3 clusters Score -4041822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4041833.500000 Penalty: 5106.548828
	Iteration 21Q: 3 clusters Score -4041834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4041838.000000 Penalty: 5106.548828
	Iteration 22Q: 3 clusters Score -4041838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4041846.750000 Penalty: 5106.548828
	Iteration 23Q: 3 clusters Score -4041847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4041848.000000 Penalty: 5106.548828
	Iteration 24Q: 3 clusters Score -4041848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4041848.500000 Penalty: 5106.548828
	Iteration 25Q: 3 clusters Score -4041848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4041848.500000 Penalty: 5106.548828
	Iteration 26F: 3 clusters Score -4041848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -42224.312500 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -42224.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40994.453125 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -40994.45 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41237.718750 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -41237.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41415.257812 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -41415.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41579.773438 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -41579.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41724.722656 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -41724.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41874.472656 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -41874.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42056.390625 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -42056.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42441.738281 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -42441.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -42557.785156 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -42557.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42849.578125 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -42849.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -42926.429688 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -42926.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43007.136719 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -43007.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43136.484375 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -43136.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -43289.886719 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -43289.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -43316.710938 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -43316.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -43333.125000 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -43333.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -43362.359375 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -43362.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -43388.218750 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -43388.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -43418.691406 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -43418.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -43424.777344 Penalty: 2968.032471
	Iteration 19Q: 3 clusters Score -43424.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -43465.113281 Penalty: 2968.032471
	Iteration 20F: 3 clusters Score -43465.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -43542.875000 Penalty: 2968.032471
	Iteration 21Q: 3 clusters Score -43542.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -43542.875000 Penalty: 2968.032471
	Iteration 22F: 3 clusters Score -43542.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 328 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20461 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 71441 members 
Mstep: Class 14 contains 40701 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54037 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115081 members 
Mstep: Class 23 contains 101342 members 
Mstep: Class 24 contains 69 members 
Entering Unmasked Estep 
Score: -62769512.000000 Penalty: 77813.773438
Splitting cluster 2 changes total score from -62770040.000000 to -62769512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -457794.843750 Penalty: 2029.205322
	Iteration 0F: 2 clusters Score -457794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -454174.031250 Penalty: 4058.410645
	Iteration 0F: 3 clusters Score -454174 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -455083.406250 Penalty: 4058.410645
	Iteration 1F: 3 clusters Score -455083.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -455330.218750 Penalty: 4058.410645
	Iteration 2F: 3 clusters Score -455330.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -455480.750000 Penalty: 4058.410645
	Iteration 3F: 3 clusters Score -455480.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -455575.625000 Penalty: 4058.410645
	Iteration 4Q: 3 clusters Score -455575.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -455660.312500 Penalty: 4058.410645
	Iteration 5Q: 3 clusters Score -455660.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -455710.656250 Penalty: 4058.410645
	Iteration 6Q: 3 clusters Score -455710.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -455746.656250 Penalty: 4058.410645
	Iteration 7Q: 3 clusters Score -455746.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -455778.875000 Penalty: 4058.410645
	Iteration 8Q: 3 clusters Score -455778.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -455801.375000 Penalty: 4058.410645
	Iteration 9Q: 3 clusters Score -455801.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -455818.312500 Penalty: 4058.410645
	Iteration 10Q: 3 clusters Score -455818.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -455836.875000 Penalty: 4058.410645
	Iteration 11Q: 3 clusters Score -455836.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -455854.843750 Penalty: 4058.410645
	Iteration 12Q: 3 clusters Score -455854.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -455865.250000 Penalty: 4058.410645
	Iteration 13Q: 3 clusters Score -455865.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455874.718750 Penalty: 4058.410645
	Iteration 14Q: 3 clusters Score -455874.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -455888.406250 Penalty: 4058.410645
	Iteration 15Q: 3 clusters Score -455888.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -455897.531250 Penalty: 4058.410645
	Iteration 16Q: 3 clusters Score -455897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -455906.781250 Penalty: 4058.410645
	Iteration 17Q: 3 clusters Score -455906.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -455919.593750 Penalty: 4058.410645
	Iteration 18Q: 3 clusters Score -455919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455935.625000 Penalty: 4058.410645
	Iteration 19Q: 3 clusters Score -455935.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -455948.875000 Penalty: 4058.410645
	Iteration 20F: 3 clusters Score -455948.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -455958.968750 Penalty: 4058.410645
	Iteration 21Q: 3 clusters Score -455959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -455969.656250 Penalty: 4058.410645
	Iteration 22Q: 3 clusters Score -455969.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -455984.125000 Penalty: 4058.410645
	Iteration 23Q: 3 clusters Score -455984.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -456003.812500 Penalty: 4058.410645
	Iteration 24Q: 3 clusters Score -456003.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -456025.437500 Penalty: 4058.410645
	Iteration 25Q: 3 clusters Score -456025.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -456047.593750 Penalty: 4058.410645
	Iteration 26Q: 3 clusters Score -456047.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -456073.937500 Penalty: 4058.410645
	Iteration 27Q: 3 clusters Score -456073.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -456102.875000 Penalty: 4058.410645
	Iteration 28Q: 3 clusters Score -456102.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -456130.843750 Penalty: 4058.410645
	Iteration 29Q: 3 clusters Score -456130.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -456152.125000 Penalty: 4058.410645
	Iteration 30Q: 3 clusters Score -456152.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -456175.625000 Penalty: 4058.410645
	Iteration 31Q: 3 clusters Score -456175.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -456199.687500 Penalty: 4058.410645
	Iteration 32Q: 3 clusters Score -456199.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -456215.593750 Penalty: 4058.410645
	Iteration 33Q: 3 clusters Score -456215.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -456230.343750 Penalty: 4058.410645
	Iteration 34Q: 3 clusters Score -456230.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -456254.093750 Penalty: 4058.410645
	Iteration 35Q: 3 clusters Score -456254.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -456278.656250 Penalty: 4058.410645
	Iteration 36Q: 3 clusters Score -456278.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -456291.875000 Penalty: 4058.410645
	Iteration 37Q: 3 clusters Score -456291.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -456301.093750 Penalty: 4058.410645
	Iteration 38Q: 3 clusters Score -456301.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -456311.187500 Penalty: 4058.410645
	Iteration 39Q: 3 clusters Score -456311.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -456320.968750 Penalty: 4058.410645
	Iteration 40F: 3 clusters Score -456321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -456327.968750 Penalty: 4058.410645
	Iteration 41Q: 3 clusters Score -456328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -456332.125000 Penalty: 4058.410645
	Iteration 42Q: 3 clusters Score -456332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -456338.000000 Penalty: 4058.410645
	Iteration 43Q: 3 clusters Score -456338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -456344.281250 Penalty: 4058.410645
	Iteration 44Q: 3 clusters Score -456344.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -456350.281250 Penalty: 4058.410645
	Iteration 45Q: 3 clusters Score -456350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -456355.781250 Penalty: 4058.410645
	Iteration 46Q: 3 clusters Score -456355.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -456364.375000 Penalty: 4058.410645
	Iteration 47Q: 3 clusters Score -456364.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -456373.781250 Penalty: 4058.410645
	Iteration 48Q: 3 clusters Score -456373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -456380.718750 Penalty: 4058.410645
	Iteration 49Q: 3 clusters Score -456380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -456385.625000 Penalty: 4058.410645
	Iteration 50Q: 3 clusters Score -456385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -456389.156250 Penalty: 4058.410645
	Iteration 51Q: 3 clusters Score -456389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -456390.500000 Penalty: 4058.410645
	Iteration 52Q: 3 clusters Score -456390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -456392.343750 Penalty: 4058.410645
	Iteration 53Q: 3 clusters Score -456392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -456394.687500 Penalty: 4058.410645
	Iteration 54Q: 3 clusters Score -456394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -456398.468750 Penalty: 4058.410645
	Iteration 55Q: 3 clusters Score -456398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -456399.906250 Penalty: 4058.410645
	Iteration 56Q: 3 clusters Score -456399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -456403.343750 Penalty: 4058.410645
	Iteration 57Q: 3 clusters Score -456403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -456405.437500 Penalty: 4058.410645
	Iteration 58Q: 3 clusters Score -456405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -456406.718750 Penalty: 4058.410645
	Iteration 59Q: 3 clusters Score -456406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -456409.000000 Penalty: 4058.410645
	Iteration 60F: 3 clusters Score -456409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -456409.312500 Penalty: 4058.410645
	Iteration 61Q: 3 clusters Score -456409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -456411.937500 Penalty: 4058.410645
	Iteration 62Q: 3 clusters Score -456411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -456413.312500 Penalty: 4058.410645
	Iteration 63Q: 3 clusters Score -456413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -456413.312500 Penalty: 4058.410645
	Iteration 64F: 3 clusters Score -456413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -192187.140625 Penalty: 1815.490723
	Iteration 0F: 2 clusters Score -192187.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -189912.562500 Penalty: 3630.981445
	Iteration 0F: 3 clusters Score -189912.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190343.968750 Penalty: 3630.981445
	Iteration 1F: 3 clusters Score -190344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -190508.921875 Penalty: 3630.981445
	Iteration 2F: 3 clusters Score -190508.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -190615.593750 Penalty: 3630.981445
	Iteration 3F: 3 clusters Score -190615.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -190729.406250 Penalty: 3630.981445
	Iteration 4Q: 3 clusters Score -190729.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -190829.687500 Penalty: 3630.981445
	Iteration 5Q: 3 clusters Score -190829.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -190945.781250 Penalty: 3630.981445
	Iteration 6Q: 3 clusters Score -190945.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191048.015625 Penalty: 3630.981445
	Iteration 7Q: 3 clusters Score -191048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191151.562500 Penalty: 3630.981445
	Iteration 8Q: 3 clusters Score -191151.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191217.718750 Penalty: 3630.981445
	Iteration 9Q: 3 clusters Score -191217.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191252.437500 Penalty: 3630.981445
	Iteration 10Q: 3 clusters Score -191252.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191264.000000 Penalty: 3630.981445
	Iteration 11Q: 3 clusters Score -191264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191270.187500 Penalty: 3630.981445
	Iteration 12Q: 3 clusters Score -191270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191273.734375 Penalty: 3630.981445
	Iteration 13Q: 3 clusters Score -191273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191274.625000 Penalty: 3630.981445
	Iteration 14Q: 3 clusters Score -191274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191276.343750 Penalty: 3630.981445
	Iteration 15Q: 3 clusters Score -191276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191276.343750 Penalty: 3630.981445
	Iteration 16F: 3 clusters Score -191276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -12682.307617 Penalty: 1167.963501
	Iteration 0F: 2 clusters Score -12682.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11873.490234 Penalty: 2335.927002
	Iteration 0F: 3 clusters Score -11873.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11884.376953 Penalty: 2335.927002
	Iteration 1Q: 3 clusters Score -11884.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11884.376953 Penalty: 2335.927002
	Iteration 2F: 3 clusters Score -11884.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -121846.843750 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -121846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120030.250000 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -120030.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120963.476562 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -120963.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121746.421875 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -121746.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122437.929688 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -122437.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123139.789062 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -123139.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123624.320312 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -123624.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123743.796875 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -123743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -123793.617188 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -123793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123838.765625 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -123838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123853.390625 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -123853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123888.359375 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -123888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123896.773438 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -123896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123902.046875 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -123902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123925.515625 Penalty: 3480.683105
	Iteration 13F: 3 clusters Score -123925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124021.914062 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -124021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124021.914062 Penalty: 3480.683105
	Iteration 15F: 3 clusters Score -124021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20461 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 71441 members 
Mstep: Class 14 contains 40701 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54037 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115081 members 
Mstep: Class 23 contains 101342 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
Score: -62770728.000000 Penalty: 77813.773438
Splitting cluster 6 changes total score from -62770040.000000 to -62770728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -318649.906250 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -318649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -315773.812500 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -315773.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -316342.812500 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -316342.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -316475.343750 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -316475.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -316555.812500 Penalty: 3852.142822
	Iteration 3Q: 3 clusters Score -316555.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -316612.750000 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -316612.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -316663.875000 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -316663.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -316696.500000 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -316696.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -316720.312500 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -316720.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -316746.343750 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -316746.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -316772.343750 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -316772.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -316799.187500 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -316799.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -316823.375000 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -316823.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -316839.093750 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -316839.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316857.968750 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -316858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316873.781250 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -316873.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -316891.031250 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -316891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -316900.406250 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -316900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -316904.468750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -316904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -316905.531250 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -316905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316907.312500 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -316907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -316908.718750 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -316908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -316911.312500 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -316911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -316911.593750 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -316911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -316911.593750 Penalty: 3852.142822
	Iteration 23F: 3 clusters Score -316911.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -337827.093750 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -337827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -334752.875000 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -334752.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -335371.218750 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -335371.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -335543.062500 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -335543.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -335635.750000 Penalty: 3908.128662
	Iteration 3Q: 3 clusters Score -335635.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -335692.937500 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -335692.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -335737.093750 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -335737.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -335765.812500 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -335765.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -335790.718750 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -335790.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -335812.593750 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -335812.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -335828.937500 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -335828.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -335842.968750 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -335843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -335853.156250 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -335853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -335861.593750 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -335861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335868.156250 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -335868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -335874.437500 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -335874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -335883.093750 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -335883.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -335891.437500 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -335891.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -335900.781250 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -335900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -335905.656250 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -335905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -335911.343750 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -335911.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -335917.468750 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -335917.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -335926.375000 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -335926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -335939.625000 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -335939.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -335948.531250 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -335948.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -335956.937500 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -335956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -335961.375000 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -335961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -335967.281250 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -335967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -335971.000000 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -335971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -335977.031250 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -335977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -335981.875000 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -335981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -335987.093750 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -335987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -335990.031250 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -335990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -335992.406250 Penalty: 3908.128662
	Iteration 32Q: 3 clusters Score -335992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -335992.875000 Penalty: 3908.128662
	Iteration 33Q: 3 clusters Score -335992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -335993.593750 Penalty: 3908.128662
	Iteration 34Q: 3 clusters Score -335993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -335995.593750 Penalty: 3908.128662
	Iteration 35Q: 3 clusters Score -335995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -335996.187500 Penalty: 3908.128662
	Iteration 36Q: 3 clusters Score -335996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -335997.843750 Penalty: 3908.128662
	Iteration 37Q: 3 clusters Score -335997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -335998.218750 Penalty: 3908.128662
	Iteration 38Q: 3 clusters Score -335998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -335998.218750 Penalty: 3908.128662
	Iteration 39F: 3 clusters Score -335998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -244449.796875 Penalty: 1863.805420
	Iteration 0F: 2 clusters Score -244449.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -241936.984375 Penalty: 3727.610840
	Iteration 0F: 3 clusters Score -241937 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -242349.359375 Penalty: 3727.610840
	Iteration 1F: 3 clusters Score -242349.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -242472.171875 Penalty: 3727.610840
	Iteration 2F: 3 clusters Score -242472.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -242544.031250 Penalty: 3727.610840
	Iteration 3Q: 3 clusters Score -242544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -242590.093750 Penalty: 3727.610840
	Iteration 4Q: 3 clusters Score -242590.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -242609.046875 Penalty: 3727.610840
	Iteration 5Q: 3 clusters Score -242609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242618.750000 Penalty: 3727.610840
	Iteration 6Q: 3 clusters Score -242618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242627.734375 Penalty: 3727.610840
	Iteration 7Q: 3 clusters Score -242627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242638.718750 Penalty: 3727.610840
	Iteration 8Q: 3 clusters Score -242638.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242645.312500 Penalty: 3727.610840
	Iteration 9Q: 3 clusters Score -242645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242648.546875 Penalty: 3727.610840
	Iteration 10Q: 3 clusters Score -242648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -242649.921875 Penalty: 3727.610840
	Iteration 11Q: 3 clusters Score -242649.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242655.046875 Penalty: 3727.610840
	Iteration 12Q: 3 clusters Score -242655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242659.015625 Penalty: 3727.610840
	Iteration 13Q: 3 clusters Score -242659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242660.500000 Penalty: 3727.610840
	Iteration 14Q: 3 clusters Score -242660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242663.296875 Penalty: 3727.610840
	Iteration 15Q: 3 clusters Score -242663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -242663.812500 Penalty: 3727.610840
	Iteration 16Q: 3 clusters Score -242663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -242663.812500 Penalty: 3727.610840
	Iteration 17F: 3 clusters Score -242663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -76653.289062 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -76653.29 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 326 members 
Entering Unmasked Estep 
Score: -75024.937500 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -75024.94 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75259.843750 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -75259.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75404.804688 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -75404.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75458.906250 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -75458.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75500.828125 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -75500.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75559.523438 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -75559.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75632.859375 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -75632.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75666.757812 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -75666.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75697.484375 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -75697.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75708.328125 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -75708.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75714.734375 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -75714.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75719.117188 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -75719.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75726.281250 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -75726.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75737.164062 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -75737.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75741.617188 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -75741.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75749.039062 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -75749.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75755.828125 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -75755.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75756.898438 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -75756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75756.898438 Penalty: 3215.621338
	Iteration 18F: 3 clusters Score -75756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Entering Unmasked Estep 
Score: -2774954.000000 Penalty: 2461.716553
	Iteration 0F: 2 clusters Score -2774954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2760416.500000 Penalty: 4923.433105
	Iteration 0F: 3 clusters Score -2760416 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2765458.250000 Penalty: 4923.433105
	Iteration 1F: 3 clusters Score -2765458 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2765904.500000 Penalty: 4923.433105
	Iteration 2F: 3 clusters Score -2765904 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2766329.250000 Penalty: 4923.433105
	Iteration 3Q: 3 clusters Score -2766329 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2766684.000000 Penalty: 4923.433105
	Iteration 4Q: 3 clusters Score -2766684 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2767009.750000 Penalty: 4923.433105
	Iteration 5Q: 3 clusters Score -2767010 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2767330.250000 Penalty: 4923.433105
	Iteration 6Q: 3 clusters Score -2767330 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2767710.000000 Penalty: 4923.433105
	Iteration 7Q: 3 clusters Score -2767710 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2768124.250000 Penalty: 4923.433105
	Iteration 8Q: 3 clusters Score -2768124 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2768600.250000 Penalty: 4923.433105
	Iteration 9Q: 3 clusters Score -2768600 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2769210.000000 Penalty: 4923.433105
	Iteration 10Q: 3 clusters Score -2769210 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2769857.500000 Penalty: 4923.433105
	Iteration 11Q: 3 clusters Score -2769858 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2770576.750000 Penalty: 4923.433105
	Iteration 12Q: 3 clusters Score -2770577 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2771249.000000 Penalty: 4923.433105
	Iteration 13Q: 3 clusters Score -2771249 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2771839.000000 Penalty: 4923.433105
	Iteration 14Q: 3 clusters Score -2771839 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2772210.000000 Penalty: 4923.433105
	Iteration 15Q: 3 clusters Score -2772210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2772422.750000 Penalty: 4923.433105
	Iteration 16Q: 3 clusters Score -2772423 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2772581.500000 Penalty: 4923.433105
	Iteration 17Q: 3 clusters Score -2772582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2772683.500000 Penalty: 4923.433105
	Iteration 18Q: 3 clusters Score -2772684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2772753.750000 Penalty: 4923.433105
	Iteration 19Q: 3 clusters Score -2772754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2772805.250000 Penalty: 4923.433105
	Iteration 20F: 3 clusters Score -2772805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2772839.500000 Penalty: 4923.433105
	Iteration 21Q: 3 clusters Score -2772840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2772864.500000 Penalty: 4923.433105
	Iteration 22Q: 3 clusters Score -2772864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2772888.000000 Penalty: 4923.433105
	Iteration 23Q: 3 clusters Score -2772888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2772901.500000 Penalty: 4923.433105
	Iteration 24Q: 3 clusters Score -2772902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2772906.500000 Penalty: 4923.433105
	Iteration 25Q: 3 clusters Score -2772906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2772919.500000 Penalty: 4923.433105
	Iteration 26Q: 3 clusters Score -2772920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2772927.250000 Penalty: 4923.433105
	Iteration 27Q: 3 clusters Score -2772927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2772930.750000 Penalty: 4923.433105
	Iteration 28Q: 3 clusters Score -2772931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2772935.000000 Penalty: 4923.433105
	Iteration 29Q: 3 clusters Score -2772935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2772938.000000 Penalty: 4923.433105
	Iteration 30Q: 3 clusters Score -2772938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2772940.750000 Penalty: 4923.433105
	Iteration 31Q: 3 clusters Score -2772941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2772944.500000 Penalty: 4923.433105
	Iteration 32Q: 3 clusters Score -2772944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2772946.250000 Penalty: 4923.433105
	Iteration 33Q: 3 clusters Score -2772946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2772949.250000 Penalty: 4923.433105
	Iteration 34Q: 3 clusters Score -2772949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2772951.000000 Penalty: 4923.433105
	Iteration 35Q: 3 clusters Score -2772951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2772959.250000 Penalty: 4923.433105
	Iteration 36Q: 3 clusters Score -2772959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2772958.500000 Penalty: 4923.433105
	Iteration 37Q: 3 clusters Score -2772958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2772959.750000 Penalty: 4923.433105
	Iteration 38Q: 3 clusters Score -2772960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2772960.000000 Penalty: 4923.433105
	Iteration 39Q: 3 clusters Score -2772960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2772962.000000 Penalty: 4923.433105
	Iteration 40F: 3 clusters Score -2772962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2772965.250000 Penalty: 4923.433105
	Iteration 41Q: 3 clusters Score -2772965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2772965.250000 Penalty: 4923.433105
	Iteration 42F: 3 clusters Score -2772965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -20363.304688 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -20363.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19267.082031 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -19267.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19371.013672 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -19371.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19435.324219 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -19435.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19478.244141 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -19478.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19500.070312 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -19500.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19531.595703 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -19531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19547.466797 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -19547.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19577.263672 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -19577.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19614.941406 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -19614.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19643.220703 Penalty: 2663.836426
	Iteration 9Q: 3 clusters Score -19643.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19654.675781 Penalty: 2663.836426
	Iteration 10Q: 3 clusters Score -19654.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19697.892578 Penalty: 2663.836426
	Iteration 11Q: 3 clusters Score -19697.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19713.671875 Penalty: 2663.836426
	Iteration 12Q: 3 clusters Score -19713.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19721.013672 Penalty: 2663.836426
	Iteration 13Q: 3 clusters Score -19721.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19721.013672 Penalty: 2663.836426
	Iteration 14F: 3 clusters Score -19721.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Entering Unmasked Estep 
Score: -9667382.000000 Penalty: 2771.803467
	Iteration 0F: 2 clusters Score -9667382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -9620759.000000 Penalty: 5543.606934
	Iteration 0F: 3 clusters Score -9620759 nChanged 33464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -9639204.000000 Penalty: 5543.606934
	Iteration 1F: 3 clusters Score -9639204 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -9639835.000000 Penalty: 5543.606934
	Iteration 2Q: 3 clusters Score -9639835 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -9640498.000000 Penalty: 5543.606934
	Iteration 3Q: 3 clusters Score -9640498 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -9641431.000000 Penalty: 5543.606934
	Iteration 4Q: 3 clusters Score -9641431 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -9642891.000000 Penalty: 5543.606934
	Iteration 5Q: 3 clusters Score -9642891 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -9645393.000000 Penalty: 5543.606934
	Iteration 6F: 3 clusters Score -9645393 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -9649452.000000 Penalty: 5543.606934
	Iteration 7F: 3 clusters Score -9649452 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -9654825.000000 Penalty: 5543.606934
	Iteration 8F: 3 clusters Score -9654825 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -9659686.000000 Penalty: 5543.606934
	Iteration 9F: 3 clusters Score -9659686 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9662726.000000 Penalty: 5543.606934
	Iteration 10Q: 3 clusters Score -9662726 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9664087.000000 Penalty: 5543.606934
	Iteration 11Q: 3 clusters Score -9664087 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9664618.000000 Penalty: 5543.606934
	Iteration 12Q: 3 clusters Score -9664618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9664810.000000 Penalty: 5543.606934
	Iteration 13Q: 3 clusters Score -9664810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9664915.000000 Penalty: 5543.606934
	Iteration 14Q: 3 clusters Score -9664915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9664973.000000 Penalty: 5543.606934
	Iteration 15Q: 3 clusters Score -9664973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9665018.000000 Penalty: 5543.606934
	Iteration 16Q: 3 clusters Score -9665018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9665029.000000 Penalty: 5543.606934
	Iteration 17Q: 3 clusters Score -9665029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9665043.000000 Penalty: 5543.606934
	Iteration 18Q: 3 clusters Score -9665043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9665042.000000 Penalty: 5543.606934
	Iteration 19Q: 3 clusters Score -9665042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9665042.000000 Penalty: 5543.606934
	Iteration 20F: 3 clusters Score -9665042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Entering Unmasked Estep 
Score: -5481297.500000 Penalty: 2632.273926
	Iteration 0F: 2 clusters Score -5481298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5453561.000000 Penalty: 5264.547852
	Iteration 0F: 3 clusters Score -5453561 nChanged 18747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5463956.500000 Penalty: 5264.547852
	Iteration 1F: 3 clusters Score -5463956 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5464504.500000 Penalty: 5264.547852
	Iteration 2Q: 3 clusters Score -5464504 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5465086.000000 Penalty: 5264.547852
	Iteration 3Q: 3 clusters Score -5465086 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5465710.000000 Penalty: 5264.547852
	Iteration 4Q: 3 clusters Score -5465710 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5466502.500000 Penalty: 5264.547852
	Iteration 5Q: 3 clusters Score -5466502 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5467476.500000 Penalty: 5264.547852
	Iteration 6Q: 3 clusters Score -5467476 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5468729.000000 Penalty: 5264.547852
	Iteration 7F: 3 clusters Score -5468729 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5470414.000000 Penalty: 5264.547852
	Iteration 8F: 3 clusters Score -5470414 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5472420.000000 Penalty: 5264.547852
	Iteration 9F: 3 clusters Score -5472420 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5474342.500000 Penalty: 5264.547852
	Iteration 10F: 3 clusters Score -5474342 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5475633.500000 Penalty: 5264.547852
	Iteration 11Q: 3 clusters Score -5475634 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -5476355.500000 Penalty: 5264.547852
	Iteration 12Q: 3 clusters Score -5476356 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5476901.500000 Penalty: 5264.547852
	Iteration 13Q: 3 clusters Score -5476902 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5477368.500000 Penalty: 5264.547852
	Iteration 14Q: 3 clusters Score -5477368 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -5477761.500000 Penalty: 5264.547852
	Iteration 15Q: 3 clusters Score -5477762 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5478074.500000 Penalty: 5264.547852
	Iteration 16Q: 3 clusters Score -5478074 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5478281.000000 Penalty: 5264.547852
	Iteration 17Q: 3 clusters Score -5478281 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5478467.000000 Penalty: 5264.547852
	Iteration 18Q: 3 clusters Score -5478467 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5478591.500000 Penalty: 5264.547852
	Iteration 19Q: 3 clusters Score -5478592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5478712.000000 Penalty: 5264.547852
	Iteration 20F: 3 clusters Score -5478712 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5478795.500000 Penalty: 5264.547852
	Iteration 21Q: 3 clusters Score -5478796 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5478859.500000 Penalty: 5264.547852
	Iteration 22Q: 3 clusters Score -5478860 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5478916.000000 Penalty: 5264.547852
	Iteration 23Q: 3 clusters Score -5478916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5478961.500000 Penalty: 5264.547852
	Iteration 24Q: 3 clusters Score -5478962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -5479008.000000 Penalty: 5264.547852
	Iteration 25Q: 3 clusters Score -5479008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5479050.500000 Penalty: 5264.547852
	Iteration 26Q: 3 clusters Score -5479050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5479078.500000 Penalty: 5264.547852
	Iteration 27Q: 3 clusters Score -5479078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5479117.500000 Penalty: 5264.547852
	Iteration 28Q: 3 clusters Score -5479118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5479150.000000 Penalty: 5264.547852
	Iteration 29Q: 3 clusters Score -5479150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5479181.000000 Penalty: 5264.547852
	Iteration 30Q: 3 clusters Score -5479181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5479197.500000 Penalty: 5264.547852
	Iteration 31Q: 3 clusters Score -5479198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5479208.000000 Penalty: 5264.547852
	Iteration 32Q: 3 clusters Score -5479208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5479237.500000 Penalty: 5264.547852
	Iteration 33Q: 3 clusters Score -5479238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5479252.500000 Penalty: 5264.547852
	Iteration 34Q: 3 clusters Score -5479252 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5479273.000000 Penalty: 5264.547852
	Iteration 35Q: 3 clusters Score -5479273 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5479287.000000 Penalty: 5264.547852
	Iteration 36Q: 3 clusters Score -5479287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5479330.000000 Penalty: 5264.547852
	Iteration 37Q: 3 clusters Score -5479330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5479337.000000 Penalty: 5264.547852
	Iteration 38Q: 3 clusters Score -5479337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5479350.000000 Penalty: 5264.547852
	Iteration 39Q: 3 clusters Score -5479350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5479361.500000 Penalty: 5264.547852
	Iteration 40F: 3 clusters Score -5479362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5479391.500000 Penalty: 5264.547852
	Iteration 41Q: 3 clusters Score -5479392 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5479399.000000 Penalty: 5264.547852
	Iteration 42Q: 3 clusters Score -5479399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5479416.000000 Penalty: 5264.547852
	Iteration 43Q: 3 clusters Score -5479416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5479414.000000 Penalty: 5264.547852
	Iteration 44Q: 3 clusters Score -5479414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5479429.000000 Penalty: 5264.547852
	Iteration 45Q: 3 clusters Score -5479429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5479445.500000 Penalty: 5264.547852
	Iteration 46Q: 3 clusters Score -5479446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5479463.000000 Penalty: 5264.547852
	Iteration 47Q: 3 clusters Score -5479463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5479480.000000 Penalty: 5264.547852
	Iteration 48Q: 3 clusters Score -5479480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5479477.500000 Penalty: 5264.547852
	Iteration 49Q: 3 clusters Score -5479478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5479505.000000 Penalty: 5264.547852
	Iteration 50Q: 3 clusters Score -5479505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5479513.500000 Penalty: 5264.547852
	Iteration 51Q: 3 clusters Score -5479514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5479522.000000 Penalty: 5264.547852
	Iteration 52Q: 3 clusters Score -5479522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5479539.000000 Penalty: 5264.547852
	Iteration 53Q: 3 clusters Score -5479539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5479546.000000 Penalty: 5264.547852
	Iteration 54Q: 3 clusters Score -5479546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5479560.500000 Penalty: 5264.547852
	Iteration 55Q: 3 clusters Score -5479560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5479567.500000 Penalty: 5264.547852
	Iteration 56Q: 3 clusters Score -5479568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5479580.000000 Penalty: 5264.547852
	Iteration 57Q: 3 clusters Score -5479580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5479574.500000 Penalty: 5264.547852
	Iteration 58Q: 3 clusters Score -5479574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5479580.500000 Penalty: 5264.547852
	Iteration 59Q: 3 clusters Score -5479580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5479576.000000 Penalty: 5264.547852
	Iteration 60F: 3 clusters Score -5479576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5479573.000000 Penalty: 5264.547852
	Iteration 61Q: 3 clusters Score -5479573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5479575.000000 Penalty: 5264.547852
	Iteration 62Q: 3 clusters Score -5479575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5479572.500000 Penalty: 5264.547852
	Iteration 63Q: 3 clusters Score -5479572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5479579.500000 Penalty: 5264.547852
	Iteration 64Q: 3 clusters Score -5479580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5479583.500000 Penalty: 5264.547852
	Iteration 65Q: 3 clusters Score -5479584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5479591.000000 Penalty: 5264.547852
	Iteration 66Q: 3 clusters Score -5479591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5479592.000000 Penalty: 5264.547852
	Iteration 67Q: 3 clusters Score -5479592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5479590.000000 Penalty: 5264.547852
	Iteration 68Q: 3 clusters Score -5479590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5479587.500000 Penalty: 5264.547852
	Iteration 69Q: 3 clusters Score -5479588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5479591.500000 Penalty: 5264.547852
	Iteration 70Q: 3 clusters Score -5479592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5479592.000000 Penalty: 5264.547852
	Iteration 71Q: 3 clusters Score -5479592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5479591.500000 Penalty: 5264.547852
	Iteration 72Q: 3 clusters Score -5479592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5479593.500000 Penalty: 5264.547852
	Iteration 73Q: 3 clusters Score -5479594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5479599.000000 Penalty: 5264.547852
	Iteration 74Q: 3 clusters Score -5479599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5479598.000000 Penalty: 5264.547852
	Iteration 75Q: 3 clusters Score -5479598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5479598.500000 Penalty: 5264.547852
	Iteration 76Q: 3 clusters Score -5479598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5479600.500000 Penalty: 5264.547852
	Iteration 77Q: 3 clusters Score -5479600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5479602.000000 Penalty: 5264.547852
	Iteration 78Q: 3 clusters Score -5479602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5479602.000000 Penalty: 5264.547852
	Iteration 79Q: 3 clusters Score -5479602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5479600.000000 Penalty: 5264.547852
	Iteration 80F: 3 clusters Score -5479600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5479595.500000 Penalty: 5264.547852
	Iteration 81Q: 3 clusters Score -5479596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5479603.000000 Penalty: 5264.547852
	Iteration 82Q: 3 clusters Score -5479603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5479600.500000 Penalty: 5264.547852
	Iteration 83Q: 3 clusters Score -5479600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5479598.000000 Penalty: 5264.547852
	Iteration 84Q: 3 clusters Score -5479598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5479604.000000 Penalty: 5264.547852
	Iteration 85Q: 3 clusters Score -5479604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5479603.000000 Penalty: 5264.547852
	Iteration 86Q: 3 clusters Score -5479603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5479605.000000 Penalty: 5264.547852
	Iteration 87Q: 3 clusters Score -5479605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5479605.000000 Penalty: 5264.547852
	Iteration 88F: 3 clusters Score -5479605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Entering Unmasked Estep 
Score: -1711582.875000 Penalty: 2339.504150
	Iteration 0F: 2 clusters Score -1711583 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 6212 members 
Entering Unmasked Estep 
Score: -1702400.875000 Penalty: 4679.008301
	Iteration 0F: 3 clusters Score -1702401 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1705207.875000 Penalty: 4679.008301
	Iteration 1F: 3 clusters Score -1705208 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1705481.125000 Penalty: 4679.008301
	Iteration 2F: 3 clusters Score -1705481 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1705657.375000 Penalty: 4679.008301
	Iteration 3Q: 3 clusters Score -1705657 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1705784.250000 Penalty: 4679.008301
	Iteration 4Q: 3 clusters Score -1705784 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1705904.125000 Penalty: 4679.008301
	Iteration 5Q: 3 clusters Score -1705904 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1705995.375000 Penalty: 4679.008301
	Iteration 6Q: 3 clusters Score -1705995 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1706070.625000 Penalty: 4679.008301
	Iteration 7Q: 3 clusters Score -1706071 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1706139.125000 Penalty: 4679.008301
	Iteration 8Q: 3 clusters Score -1706139 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1706209.625000 Penalty: 4679.008301
	Iteration 9Q: 3 clusters Score -1706210 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1706271.625000 Penalty: 4679.008301
	Iteration 10Q: 3 clusters Score -1706272 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1706347.125000 Penalty: 4679.008301
	Iteration 11Q: 3 clusters Score -1706347 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1706445.625000 Penalty: 4679.008301
	Iteration 12Q: 3 clusters Score -1706446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1706550.750000 Penalty: 4679.008301
	Iteration 13Q: 3 clusters Score -1706551 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1706675.000000 Penalty: 4679.008301
	Iteration 14Q: 3 clusters Score -1706675 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1706828.750000 Penalty: 4679.008301
	Iteration 15Q: 3 clusters Score -1706829 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1707026.375000 Penalty: 4679.008301
	Iteration 16Q: 3 clusters Score -1707026 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1707263.375000 Penalty: 4679.008301
	Iteration 17Q: 3 clusters Score -1707263 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1707552.500000 Penalty: 4679.008301
	Iteration 18Q: 3 clusters Score -1707552 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1707882.375000 Penalty: 4679.008301
	Iteration 19Q: 3 clusters Score -1707882 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1708232.000000 Penalty: 4679.008301
	Iteration 20F: 3 clusters Score -1708232 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1708609.750000 Penalty: 4679.008301
	Iteration 21Q: 3 clusters Score -1708610 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1708883.125000 Penalty: 4679.008301
	Iteration 22Q: 3 clusters Score -1708883 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1709082.750000 Penalty: 4679.008301
	Iteration 23Q: 3 clusters Score -1709083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1709201.500000 Penalty: 4679.008301
	Iteration 24Q: 3 clusters Score -1709202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1709281.875000 Penalty: 4679.008301
	Iteration 25Q: 3 clusters Score -1709282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1709340.375000 Penalty: 4679.008301
	Iteration 26Q: 3 clusters Score -1709340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1709396.375000 Penalty: 4679.008301
	Iteration 27Q: 3 clusters Score -1709396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1709449.375000 Penalty: 4679.008301
	Iteration 28Q: 3 clusters Score -1709449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1709491.125000 Penalty: 4679.008301
	Iteration 29Q: 3 clusters Score -1709491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1709522.625000 Penalty: 4679.008301
	Iteration 30Q: 3 clusters Score -1709523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1709546.875000 Penalty: 4679.008301
	Iteration 31Q: 3 clusters Score -1709547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1709559.375000 Penalty: 4679.008301
	Iteration 32Q: 3 clusters Score -1709559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1709558.125000 Penalty: 4679.008301
	Iteration 33Q: 3 clusters Score -1709558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1709562.875000 Penalty: 4679.008301
	Iteration 34Q: 3 clusters Score -1709563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1709564.875000 Penalty: 4679.008301
	Iteration 35Q: 3 clusters Score -1709565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1709564.875000 Penalty: 4679.008301
	Iteration 36F: 3 clusters Score -1709565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -105750.195312 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -105750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104036.234375 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -104036.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104466.289062 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -104466.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104668.125000 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -104668.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104783.210938 Penalty: 3371.224365
	Iteration 3F: 3 clusters Score -104783.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104863.789062 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -104863.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104946.546875 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -104946.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104995.960938 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -104996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105025.718750 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -105025.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105131.429688 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -105131.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105231.695312 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -105231.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105292.859375 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -105292.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105315.882812 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -105315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105329.140625 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -105329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105333.562500 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -105333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105334.859375 Penalty: 3371.224365
	Iteration 14F: 3 clusters Score -105334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105370.320312 Penalty: 3371.224365
	Iteration 15Q: 3 clusters Score -105370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105410.007812 Penalty: 3371.224365
	Iteration 16Q: 3 clusters Score -105410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105415.882812 Penalty: 3371.224365
	Iteration 17Q: 3 clusters Score -105415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105415.882812 Penalty: 3371.224365
	Iteration 18F: 3 clusters Score -105415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Entering Unmasked Estep 
Score: -7093359.500000 Penalty: 2702.561279
	Iteration 0F: 2 clusters Score -7093360 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 27119 members 
Entering Unmasked Estep 
Score: -7057105.000000 Penalty: 5405.122559
	Iteration 0F: 3 clusters Score -7057105 nChanged 25032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -7070822.500000 Penalty: 5405.122559
	Iteration 1F: 3 clusters Score -7070822 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -7071257.500000 Penalty: 5405.122559
	Iteration 2Q: 3 clusters Score -7071258 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7071725.500000 Penalty: 5405.122559
	Iteration 3Q: 3 clusters Score -7071726 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -7072090.500000 Penalty: 5405.122559
	Iteration 4Q: 3 clusters Score -7072090 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -7072515.000000 Penalty: 5405.122559
	Iteration 5Q: 3 clusters Score -7072515 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -7073085.000000 Penalty: 5405.122559
	Iteration 6Q: 3 clusters Score -7073085 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -7074053.000000 Penalty: 5405.122559
	Iteration 7Q: 3 clusters Score -7074053 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -7075611.000000 Penalty: 5405.122559
	Iteration 8F: 3 clusters Score -7075611 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7078255.500000 Penalty: 5405.122559
	Iteration 9F: 3 clusters Score -7078256 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -7081967.000000 Penalty: 5405.122559
	Iteration 10F: 3 clusters Score -7081967 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -7085738.500000 Penalty: 5405.122559
	Iteration 11F: 3 clusters Score -7085738 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -7088507.500000 Penalty: 5405.122559
	Iteration 12F: 3 clusters Score -7088508 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -7089921.500000 Penalty: 5405.122559
	Iteration 13Q: 3 clusters Score -7089922 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -7090543.500000 Penalty: 5405.122559
	Iteration 14Q: 3 clusters Score -7090544 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7090811.000000 Penalty: 5405.122559
	Iteration 15Q: 3 clusters Score -7090811 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -7090925.000000 Penalty: 5405.122559
	Iteration 16Q: 3 clusters Score -7090925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7090972.000000 Penalty: 5405.122559
	Iteration 17Q: 3 clusters Score -7090972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -7091017.500000 Penalty: 5405.122559
	Iteration 18Q: 3 clusters Score -7091018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -7091040.000000 Penalty: 5405.122559
	Iteration 19Q: 3 clusters Score -7091040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -7091047.500000 Penalty: 5405.122559
	Iteration 20F: 3 clusters Score -7091048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7091059.500000 Penalty: 5405.122559
	Iteration 21Q: 3 clusters Score -7091060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -7091072.500000 Penalty: 5405.122559
	Iteration 22Q: 3 clusters Score -7091072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -7091077.500000 Penalty: 5405.122559
	Iteration 23Q: 3 clusters Score -7091078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -7091075.500000 Penalty: 5405.122559
	Iteration 24Q: 3 clusters Score -7091076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -7091075.000000 Penalty: 5405.122559
	Iteration 25Q: 3 clusters Score -7091075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -7091080.500000 Penalty: 5405.122559
	Iteration 26Q: 3 clusters Score -7091080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -7091080.500000 Penalty: 5405.122559
	Iteration 27F: 3 clusters Score -7091080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -979813.687500 Penalty: 2204.446045
	Iteration 0F: 2 clusters Score -979813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -973914.000000 Penalty: 4408.892090
	Iteration 0F: 3 clusters Score -973914 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -975566.812500 Penalty: 4408.892090
	Iteration 1F: 3 clusters Score -975566.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -975969.937500 Penalty: 4408.892090
	Iteration 2F: 3 clusters Score -975969.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -976320.625000 Penalty: 4408.892090
	Iteration 3F: 3 clusters Score -976320.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -976691.437500 Penalty: 4408.892090
	Iteration 4F: 3 clusters Score -976691.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -977086.375000 Penalty: 4408.892090
	Iteration 5F: 3 clusters Score -977086.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -977459.750000 Penalty: 4408.892090
	Iteration 6F: 3 clusters Score -977459.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -977741.062500 Penalty: 4408.892090
	Iteration 7F: 3 clusters Score -977741.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -977966.812500 Penalty: 4408.892090
	Iteration 8Q: 3 clusters Score -977966.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -978132.437500 Penalty: 4408.892090
	Iteration 9Q: 3 clusters Score -978132.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -978267.812500 Penalty: 4408.892090
	Iteration 10Q: 3 clusters Score -978267.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -978373.375000 Penalty: 4408.892090
	Iteration 11Q: 3 clusters Score -978373.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -978443.000000 Penalty: 4408.892090
	Iteration 12Q: 3 clusters Score -978443 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -978494.000000 Penalty: 4408.892090
	Iteration 13Q: 3 clusters Score -978494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -978535.812500 Penalty: 4408.892090
	Iteration 14Q: 3 clusters Score -978535.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -978563.875000 Penalty: 4408.892090
	Iteration 15Q: 3 clusters Score -978563.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -978580.062500 Penalty: 4408.892090
	Iteration 16Q: 3 clusters Score -978580.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -978590.750000 Penalty: 4408.892090
	Iteration 17Q: 3 clusters Score -978590.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -978595.312500 Penalty: 4408.892090
	Iteration 18Q: 3 clusters Score -978595.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -978601.312500 Penalty: 4408.892090
	Iteration 19Q: 3 clusters Score -978601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -978604.187500 Penalty: 4408.892090
	Iteration 20F: 3 clusters Score -978604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -978606.625000 Penalty: 4408.892090
	Iteration 21Q: 3 clusters Score -978606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -978613.187500 Penalty: 4408.892090
	Iteration 22Q: 3 clusters Score -978613.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -978616.312500 Penalty: 4408.892090
	Iteration 23Q: 3 clusters Score -978616.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -978621.312500 Penalty: 4408.892090
	Iteration 24Q: 3 clusters Score -978621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -978621.875000 Penalty: 4408.892090
	Iteration 25Q: 3 clusters Score -978621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -978624.062500 Penalty: 4408.892090
	Iteration 26Q: 3 clusters Score -978624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -978625.312500 Penalty: 4408.892090
	Iteration 27Q: 3 clusters Score -978625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -978627.437500 Penalty: 4408.892090
	Iteration 28Q: 3 clusters Score -978627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -978630.937500 Penalty: 4408.892090
	Iteration 29Q: 3 clusters Score -978630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -978630.187500 Penalty: 4408.892090
	Iteration 30Q: 3 clusters Score -978630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -978631.187500 Penalty: 4408.892090
	Iteration 31Q: 3 clusters Score -978631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -978633.375000 Penalty: 4408.892090
	Iteration 32Q: 3 clusters Score -978633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -978633.750000 Penalty: 4408.892090
	Iteration 33Q: 3 clusters Score -978633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -978638.562500 Penalty: 4408.892090
	Iteration 34Q: 3 clusters Score -978638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -978640.312500 Penalty: 4408.892090
	Iteration 35Q: 3 clusters Score -978640.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -978642.250000 Penalty: 4408.892090
	Iteration 36Q: 3 clusters Score -978642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -978641.375000 Penalty: 4408.892090
	Iteration 37Q: 3 clusters Score -978641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -978645.562500 Penalty: 4408.892090
	Iteration 38Q: 3 clusters Score -978645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -978647.437500 Penalty: 4408.892090
	Iteration 39Q: 3 clusters Score -978647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -978650.437500 Penalty: 4408.892090
	Iteration 40F: 3 clusters Score -978650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -978652.812500 Penalty: 4408.892090
	Iteration 41Q: 3 clusters Score -978652.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -978656.937500 Penalty: 4408.892090
	Iteration 42Q: 3 clusters Score -978656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -978661.312500 Penalty: 4408.892090
	Iteration 43Q: 3 clusters Score -978661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -978664.187500 Penalty: 4408.892090
	Iteration 44Q: 3 clusters Score -978664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -978665.812500 Penalty: 4408.892090
	Iteration 45Q: 3 clusters Score -978665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -978667.812500 Penalty: 4408.892090
	Iteration 46Q: 3 clusters Score -978667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -978674.062500 Penalty: 4408.892090
	Iteration 47Q: 3 clusters Score -978674.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -978679.500000 Penalty: 4408.892090
	Iteration 48Q: 3 clusters Score -978679.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -978682.125000 Penalty: 4408.892090
	Iteration 49Q: 3 clusters Score -978682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -978688.562500 Penalty: 4408.892090
	Iteration 50Q: 3 clusters Score -978688.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -978693.062500 Penalty: 4408.892090
	Iteration 51Q: 3 clusters Score -978693.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -978697.750000 Penalty: 4408.892090
	Iteration 52Q: 3 clusters Score -978697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -978700.687500 Penalty: 4408.892090
	Iteration 53Q: 3 clusters Score -978700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -978701.750000 Penalty: 4408.892090
	Iteration 54Q: 3 clusters Score -978701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -978704.500000 Penalty: 4408.892090
	Iteration 55Q: 3 clusters Score -978704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -978704.937500 Penalty: 4408.892090
	Iteration 56Q: 3 clusters Score -978704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -978705.687500 Penalty: 4408.892090
	Iteration 57Q: 3 clusters Score -978705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -978707.937500 Penalty: 4408.892090
	Iteration 58Q: 3 clusters Score -978707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -978707.937500 Penalty: 4408.892090
	Iteration 59F: 3 clusters Score -978707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -32802.214844 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32802.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31658.410156 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31658.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31967.486328 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -31967.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32129.134766 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -32129.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32219.121094 Penalty: 2864.177490
	Iteration 3F: 3 clusters Score -32219.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32280.591797 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32280.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32307.097656 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32313.533203 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32313.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32330.972656 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -32330.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32332.759766 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -32332.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32336.531250 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -32336.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32338.501953 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -32338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32338.501953 Penalty: 2864.177490
	Iteration 11F: 3 clusters Score -32338.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -893529.875000 Penalty: 2189.829590
	Iteration 0F: 2 clusters Score -893529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -887827.750000 Penalty: 4379.659180
	Iteration 0F: 3 clusters Score -887827.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -889392.625000 Penalty: 4379.659180
	Iteration 1F: 3 clusters Score -889392.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -889773.750000 Penalty: 4379.659180
	Iteration 2F: 3 clusters Score -889773.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -890209.187500 Penalty: 4379.659180
	Iteration 3F: 3 clusters Score -890209.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -890816.312500 Penalty: 4379.659180
	Iteration 4F: 3 clusters Score -890816.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -891526.937500 Penalty: 4379.659180
	Iteration 5F: 3 clusters Score -891526.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -892067.625000 Penalty: 4379.659180
	Iteration 6F: 3 clusters Score -892067.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -892341.875000 Penalty: 4379.659180
	Iteration 7F: 3 clusters Score -892341.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -892490.500000 Penalty: 4379.659180
	Iteration 8Q: 3 clusters Score -892490.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -892549.875000 Penalty: 4379.659180
	Iteration 9Q: 3 clusters Score -892549.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -892586.937500 Penalty: 4379.659180
	Iteration 10Q: 3 clusters Score -892586.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -892615.375000 Penalty: 4379.659180
	Iteration 11Q: 3 clusters Score -892615.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -892635.687500 Penalty: 4379.659180
	Iteration 12Q: 3 clusters Score -892635.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -892659.500000 Penalty: 4379.659180
	Iteration 13Q: 3 clusters Score -892659.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -892675.937500 Penalty: 4379.659180
	Iteration 14Q: 3 clusters Score -892675.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -892695.375000 Penalty: 4379.659180
	Iteration 15Q: 3 clusters Score -892695.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -892707.875000 Penalty: 4379.659180
	Iteration 16Q: 3 clusters Score -892707.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -892715.250000 Penalty: 4379.659180
	Iteration 17Q: 3 clusters Score -892715.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -892728.937500 Penalty: 4379.659180
	Iteration 18Q: 3 clusters Score -892728.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -892740.000000 Penalty: 4379.659180
	Iteration 19Q: 3 clusters Score -892740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -892752.687500 Penalty: 4379.659180
	Iteration 20F: 3 clusters Score -892752.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -892762.062500 Penalty: 4379.659180
	Iteration 21Q: 3 clusters Score -892762.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -892767.750000 Penalty: 4379.659180
	Iteration 22Q: 3 clusters Score -892767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -892773.687500 Penalty: 4379.659180
	Iteration 23Q: 3 clusters Score -892773.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -892780.687500 Penalty: 4379.659180
	Iteration 24Q: 3 clusters Score -892780.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -892791.937500 Penalty: 4379.659180
	Iteration 25Q: 3 clusters Score -892791.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -892805.187500 Penalty: 4379.659180
	Iteration 26Q: 3 clusters Score -892805.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -892810.562500 Penalty: 4379.659180
	Iteration 27Q: 3 clusters Score -892810.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -892814.937500 Penalty: 4379.659180
	Iteration 28Q: 3 clusters Score -892814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -892818.812500 Penalty: 4379.659180
	Iteration 29Q: 3 clusters Score -892818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -892824.250000 Penalty: 4379.659180
	Iteration 30Q: 3 clusters Score -892824.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -892831.312500 Penalty: 4379.659180
	Iteration 31Q: 3 clusters Score -892831.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -892840.000000 Penalty: 4379.659180
	Iteration 32Q: 3 clusters Score -892840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -892847.125000 Penalty: 4379.659180
	Iteration 33Q: 3 clusters Score -892847.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -892851.687500 Penalty: 4379.659180
	Iteration 34Q: 3 clusters Score -892851.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -892854.687500 Penalty: 4379.659180
	Iteration 35Q: 3 clusters Score -892854.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -892858.937500 Penalty: 4379.659180
	Iteration 36Q: 3 clusters Score -892858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -892864.625000 Penalty: 4379.659180
	Iteration 37Q: 3 clusters Score -892864.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -892866.812500 Penalty: 4379.659180
	Iteration 38Q: 3 clusters Score -892866.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -892870.812500 Penalty: 4379.659180
	Iteration 39Q: 3 clusters Score -892870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -892870.625000 Penalty: 4379.659180
	Iteration 40F: 3 clusters Score -892870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -892874.187500 Penalty: 4379.659180
	Iteration 41Q: 3 clusters Score -892874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -892879.312500 Penalty: 4379.659180
	Iteration 42Q: 3 clusters Score -892879.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -892883.187500 Penalty: 4379.659180
	Iteration 43Q: 3 clusters Score -892883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -892882.500000 Penalty: 4379.659180
	Iteration 44Q: 3 clusters Score -892882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -892885.500000 Penalty: 4379.659180
	Iteration 45Q: 3 clusters Score -892885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -892884.875000 Penalty: 4379.659180
	Iteration 46Q: 3 clusters Score -892884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -892886.562500 Penalty: 4379.659180
	Iteration 47Q: 3 clusters Score -892886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -892890.437500 Penalty: 4379.659180
	Iteration 48Q: 3 clusters Score -892890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -892890.000000 Penalty: 4379.659180
	Iteration 49Q: 3 clusters Score -892890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -892891.500000 Penalty: 4379.659180
	Iteration 50Q: 3 clusters Score -892891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -892893.750000 Penalty: 4379.659180
	Iteration 51Q: 3 clusters Score -892893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -892894.000000 Penalty: 4379.659180
	Iteration 52Q: 3 clusters Score -892894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -892894.937500 Penalty: 4379.659180
	Iteration 53Q: 3 clusters Score -892894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -892895.812500 Penalty: 4379.659180
	Iteration 54Q: 3 clusters Score -892895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -892895.250000 Penalty: 4379.659180
	Iteration 55Q: 3 clusters Score -892895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -892895.250000 Penalty: 4379.659180
	Iteration 56F: 3 clusters Score -892895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -155283.125000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -155283.1 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 586 members 
Entering Unmasked Estep 
Score: -153242.328125 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -153242.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153523.515625 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -153523.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153583.421875 Penalty: 3502.846924
	Iteration 2Q: 3 clusters Score -153583.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153610.312500 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -153610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153640.031250 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -153640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153660.718750 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -153660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153675.328125 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -153675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153684.828125 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -153684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153690.171875 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -153690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153694.140625 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -153694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153694.828125 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -153694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153696.046875 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -153696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153698.828125 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -153698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153701.312500 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -153701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153704.437500 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -153704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153707.000000 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -153707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153710.093750 Penalty: 3502.846924
	Iteration 16Q: 3 clusters Score -153710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153715.328125 Penalty: 3502.846924
	Iteration 17Q: 3 clusters Score -153715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153718.718750 Penalty: 3502.846924
	Iteration 18Q: 3 clusters Score -153718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153721.328125 Penalty: 3502.846924
	Iteration 19Q: 3 clusters Score -153721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153724.062500 Penalty: 3502.846924
	Iteration 20F: 3 clusters Score -153724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -153725.500000 Penalty: 3502.846924
	Iteration 21Q: 3 clusters Score -153725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153726.343750 Penalty: 3502.846924
	Iteration 22Q: 3 clusters Score -153726.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153726.343750 Penalty: 3502.846924
	Iteration 23F: 3 clusters Score -153726.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115081 members 
Entering Unmasked Estep 
Score: -15411558.000000 Penalty: 2890.041260
	Iteration 0F: 2 clusters Score -1.541156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -15339868.000000 Penalty: 5780.082520
	Iteration 0F: 3 clusters Score -1.533987e+07 nChanged 54519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -15371472.000000 Penalty: 5780.082520
	Iteration 1F: 3 clusters Score -1.537147e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -15373608.000000 Penalty: 5780.082520
	Iteration 2Q: 3 clusters Score -1.537361e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -15377369.000000 Penalty: 5780.082520
	Iteration 3F: 3 clusters Score -1.537737e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -15383350.000000 Penalty: 5780.082520
	Iteration 4F: 3 clusters Score -1.538335e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -15392380.000000 Penalty: 5780.082520
	Iteration 5F: 3 clusters Score -1.539238e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -15401967.000000 Penalty: 5780.082520
	Iteration 6F: 3 clusters Score -1.540197e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -15407762.000000 Penalty: 5780.082520
	Iteration 7F: 3 clusters Score -1.540776e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -15409582.000000 Penalty: 5780.082520
	Iteration 8Q: 3 clusters Score -1.540958e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -15410502.000000 Penalty: 5780.082520
	Iteration 9Q: 3 clusters Score -1.54105e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -15410959.000000 Penalty: 5780.082520
	Iteration 10Q: 3 clusters Score -1.541096e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -15411265.000000 Penalty: 5780.082520
	Iteration 11Q: 3 clusters Score -1.541126e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
Score: -15411362.000000 Penalty: 5780.082520
	Iteration 12Q: 3 clusters Score -1.541136e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -15411375.000000 Penalty: 5780.082520
	Iteration 13Q: 3 clusters Score -1.541138e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -15411391.000000 Penalty: 5780.082520
	Iteration 14Q: 3 clusters Score -1.541139e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -15411382.000000 Penalty: 5780.082520
	Iteration 15Q: 3 clusters Score -1.541138e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -15411376.000000 Penalty: 5780.082520
	Iteration 16Q: 3 clusters Score -1.541138e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -15411378.000000 Penalty: 5780.082520
	Iteration 17Q: 3 clusters Score -1.541138e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -15411305.000000 Penalty: 5780.082520
	Iteration 18Q: 3 clusters Score -1.54113e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -15411230.000000 Penalty: 5780.082520
	Iteration 19Q: 3 clusters Score -1.541123e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -15411135.000000 Penalty: 5780.082520
	Iteration 20F: 3 clusters Score -1.541114e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -15411044.000000 Penalty: 5780.082520
	Iteration 21Q: 3 clusters Score -1.541104e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -15410966.000000 Penalty: 5780.082520
	Iteration 22Q: 3 clusters Score -1.541097e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -15410948.000000 Penalty: 5780.082520
	Iteration 23Q: 3 clusters Score -1.541095e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -15410872.000000 Penalty: 5780.082520
	Iteration 24Q: 3 clusters Score -1.541087e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -15410805.000000 Penalty: 5780.082520
	Iteration 25Q: 3 clusters Score -1.54108e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -15410744.000000 Penalty: 5780.082520
	Iteration 26Q: 3 clusters Score -1.541074e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -15410630.000000 Penalty: 5780.082520
	Iteration 27Q: 3 clusters Score -1.541063e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -15410495.000000 Penalty: 5780.082520
	Iteration 28Q: 3 clusters Score -1.54105e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -15410350.000000 Penalty: 5780.082520
	Iteration 29Q: 3 clusters Score -1.541035e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -15410333.000000 Penalty: 5780.082520
	Iteration 30Q: 3 clusters Score -1.541033e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -15410356.000000 Penalty: 5780.082520
	Iteration 31Q: 3 clusters Score -1.541036e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -15410232.000000 Penalty: 5780.082520
	Iteration 32Q: 3 clusters Score -1.541023e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -15410134.000000 Penalty: 5780.082520
	Iteration 33Q: 3 clusters Score -1.541013e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -15410085.000000 Penalty: 5780.082520
	Iteration 34Q: 3 clusters Score -1.541008e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -15410042.000000 Penalty: 5780.082520
	Iteration 35Q: 3 clusters Score -1.541004e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -15410038.000000 Penalty: 5780.082520
	Iteration 36Q: 3 clusters Score -1.541004e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -15410041.000000 Penalty: 5780.082520
	Iteration 37Q: 3 clusters Score -1.541004e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -15409946.000000 Penalty: 5780.082520
	Iteration 38Q: 3 clusters Score -1.540995e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -15409946.000000 Penalty: 5780.082520
	Iteration 39Q: 3 clusters Score -1.540995e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -15410002.000000 Penalty: 5780.082520
	Iteration 40F: 3 clusters Score -1.541e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -15410088.000000 Penalty: 5780.082520
	Iteration 41Q: 3 clusters Score -1.541009e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -15410134.000000 Penalty: 5780.082520
	Iteration 42Q: 3 clusters Score -1.541013e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -15410113.000000 Penalty: 5780.082520
	Iteration 43Q: 3 clusters Score -1.541011e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -15410101.000000 Penalty: 5780.082520
	Iteration 44Q: 3 clusters Score -1.54101e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -15410114.000000 Penalty: 5780.082520
	Iteration 45Q: 3 clusters Score -1.541011e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -15410190.000000 Penalty: 5780.082520
	Iteration 46Q: 3 clusters Score -1.541019e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -15410286.000000 Penalty: 5780.082520
	Iteration 47Q: 3 clusters Score -1.541029e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -15410350.000000 Penalty: 5780.082520
	Iteration 48Q: 3 clusters Score -1.541035e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -15410373.000000 Penalty: 5780.082520
	Iteration 49Q: 3 clusters Score -1.541037e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -15410370.000000 Penalty: 5780.082520
	Iteration 50Q: 3 clusters Score -1.541037e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -15410399.000000 Penalty: 5780.082520
	Iteration 51Q: 3 clusters Score -1.54104e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -15410395.000000 Penalty: 5780.082520
	Iteration 52Q: 3 clusters Score -1.54104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -15410404.000000 Penalty: 5780.082520
	Iteration 53Q: 3 clusters Score -1.54104e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -15410393.000000 Penalty: 5780.082520
	Iteration 54Q: 3 clusters Score -1.541039e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -15410406.000000 Penalty: 5780.082520
	Iteration 55Q: 3 clusters Score -1.541041e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -15410425.000000 Penalty: 5780.082520
	Iteration 56Q: 3 clusters Score -1.541042e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -15410433.000000 Penalty: 5780.082520
	Iteration 57Q: 3 clusters Score -1.541043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -15410424.000000 Penalty: 5780.082520
	Iteration 58Q: 3 clusters Score -1.541042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -15410441.000000 Penalty: 5780.082520
	Iteration 59Q: 3 clusters Score -1.541044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -15410426.000000 Penalty: 5780.082520
	Iteration 60F: 3 clusters Score -1.541043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -15410448.000000 Penalty: 5780.082520
	Iteration 61Q: 3 clusters Score -1.541045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -15410438.000000 Penalty: 5780.082520
	Iteration 62Q: 3 clusters Score -1.541044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -15410432.000000 Penalty: 5780.082520
	Iteration 63Q: 3 clusters Score -1.541043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -15410425.000000 Penalty: 5780.082520
	Iteration 64Q: 3 clusters Score -1.541042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -15410445.000000 Penalty: 5780.082520
	Iteration 65Q: 3 clusters Score -1.541044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -15410428.000000 Penalty: 5780.082520
	Iteration 66Q: 3 clusters Score -1.541043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -15410423.000000 Penalty: 5780.082520
	Iteration 67Q: 3 clusters Score -1.541042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -15410432.000000 Penalty: 5780.082520
	Iteration 68Q: 3 clusters Score -1.541043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -15410446.000000 Penalty: 5780.082520
	Iteration 69Q: 3 clusters Score -1.541045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -15410450.000000 Penalty: 5780.082520
	Iteration 70Q: 3 clusters Score -1.541045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -15410447.000000 Penalty: 5780.082520
	Iteration 71Q: 3 clusters Score -1.541045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -15410447.000000 Penalty: 5780.082520
	Iteration 72F: 3 clusters Score -1.541045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Entering Unmasked Estep 
Score: -13641158.000000 Penalty: 2858.511719
	Iteration 0F: 2 clusters Score -1.364116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -13573301.000000 Penalty: 5717.023438
	Iteration 0F: 3 clusters Score -1.35733e+07 nChanged 47987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -13601300.000000 Penalty: 5717.023438
	Iteration 1F: 3 clusters Score -1.36013e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -13603013.000000 Penalty: 5717.023438
	Iteration 2Q: 3 clusters Score -1.360301e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -13605896.000000 Penalty: 5717.023438
	Iteration 3F: 3 clusters Score -1.36059e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -13610545.000000 Penalty: 5717.023438
	Iteration 4F: 3 clusters Score -1.361054e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -13617606.000000 Penalty: 5717.023438
	Iteration 5F: 3 clusters Score -1.361761e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -13626400.000000 Penalty: 5717.023438
	Iteration 6F: 3 clusters Score -1.36264e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -13632009.000000 Penalty: 5717.023438
	Iteration 7F: 3 clusters Score -1.363201e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -13633596.000000 Penalty: 5717.023438
	Iteration 8Q: 3 clusters Score -1.36336e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -13634270.000000 Penalty: 5717.023438
	Iteration 9Q: 3 clusters Score -1.363427e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -13634632.000000 Penalty: 5717.023438
	Iteration 10Q: 3 clusters Score -1.363463e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -13634815.000000 Penalty: 5717.023438
	Iteration 11Q: 3 clusters Score -1.363482e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -13635130.000000 Penalty: 5717.023438
	Iteration 12Q: 3 clusters Score -1.363513e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -13635328.000000 Penalty: 5717.023438
	Iteration 13Q: 3 clusters Score -1.363533e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -13635683.000000 Penalty: 5717.023438
	Iteration 14Q: 3 clusters Score -1.363568e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -13635973.000000 Penalty: 5717.023438
	Iteration 15Q: 3 clusters Score -1.363597e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -13636106.000000 Penalty: 5717.023438
	Iteration 16Q: 3 clusters Score -1.363611e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -13636220.000000 Penalty: 5717.023438
	Iteration 17Q: 3 clusters Score -1.363622e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -13636369.000000 Penalty: 5717.023438
	Iteration 18Q: 3 clusters Score -1.363637e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -13636542.000000 Penalty: 5717.023438
	Iteration 19Q: 3 clusters Score -1.363654e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -13636659.000000 Penalty: 5717.023438
	Iteration 20F: 3 clusters Score -1.363666e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -13636747.000000 Penalty: 5717.023438
	Iteration 21Q: 3 clusters Score -1.363675e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -13636758.000000 Penalty: 5717.023438
	Iteration 22Q: 3 clusters Score -1.363676e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -13636745.000000 Penalty: 5717.023438
	Iteration 23Q: 3 clusters Score -1.363674e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -13636748.000000 Penalty: 5717.023438
	Iteration 24Q: 3 clusters Score -1.363675e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -13636778.000000 Penalty: 5717.023438
	Iteration 25Q: 3 clusters Score -1.363678e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -13636786.000000 Penalty: 5717.023438
	Iteration 26Q: 3 clusters Score -1.363679e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -13636801.000000 Penalty: 5717.023438
	Iteration 27Q: 3 clusters Score -1.36368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -13636810.000000 Penalty: 5717.023438
	Iteration 28Q: 3 clusters Score -1.363681e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -13636811.000000 Penalty: 5717.023438
	Iteration 29Q: 3 clusters Score -1.363681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -13636817.000000 Penalty: 5717.023438
	Iteration 30Q: 3 clusters Score -1.363682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -13636827.000000 Penalty: 5717.023438
	Iteration 31Q: 3 clusters Score -1.363683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -13636828.000000 Penalty: 5717.023438
	Iteration 32Q: 3 clusters Score -1.363683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -13636828.000000 Penalty: 5717.023438
	Iteration 33Q: 3 clusters Score -1.363683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -13636835.000000 Penalty: 5717.023438
	Iteration 34Q: 3 clusters Score -1.363684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -13636827.000000 Penalty: 5717.023438
	Iteration 35Q: 3 clusters Score -1.363683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -13636835.000000 Penalty: 5717.023438
	Iteration 36Q: 3 clusters Score -1.363684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -13636839.000000 Penalty: 5717.023438
	Iteration 37Q: 3 clusters Score -1.363684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -13636828.000000 Penalty: 5717.023438
	Iteration 38Q: 3 clusters Score -1.363683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -13636827.000000 Penalty: 5717.023438
	Iteration 39Q: 3 clusters Score -1.363683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -13636824.000000 Penalty: 5717.023438
	Iteration 40F: 3 clusters Score -1.363682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -13636823.000000 Penalty: 5717.023438
	Iteration 41Q: 3 clusters Score -1.363682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -13636819.000000 Penalty: 5717.023438
	Iteration 42Q: 3 clusters Score -1.363682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -13636808.000000 Penalty: 5717.023438
	Iteration 43Q: 3 clusters Score -1.363681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -13636805.000000 Penalty: 5717.023438
	Iteration 44Q: 3 clusters Score -1.36368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -13636803.000000 Penalty: 5717.023438
	Iteration 45Q: 3 clusters Score -1.36368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -13636791.000000 Penalty: 5717.023438
	Iteration 46Q: 3 clusters Score -1.363679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -13636799.000000 Penalty: 5717.023438
	Iteration 47Q: 3 clusters Score -1.36368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -13636801.000000 Penalty: 5717.023438
	Iteration 48Q: 3 clusters Score -1.36368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -13636793.000000 Penalty: 5717.023438
	Iteration 49Q: 3 clusters Score -1.363679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -13636806.000000 Penalty: 5717.023438
	Iteration 50Q: 3 clusters Score -1.363681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -13636799.000000 Penalty: 5717.023438
	Iteration 51Q: 3 clusters Score -1.36368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -13636808.000000 Penalty: 5717.023438
	Iteration 52Q: 3 clusters Score -1.363681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -13636802.000000 Penalty: 5717.023438
	Iteration 53Q: 3 clusters Score -1.36368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -13636801.000000 Penalty: 5717.023438
	Iteration 54Q: 3 clusters Score -1.36368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -13636801.000000 Penalty: 5717.023438
	Iteration 55F: 3 clusters Score -1.36368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20461 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 71441 members 
Mstep: Class 14 contains 40701 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54037 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115081 members 
Mstep: Class 23 contains 101342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770800.000000 Penalty: 77813.773438
Iteration 159Q: 25 clusters Score -6.27708e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20460 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 71936 members 
Mstep: Class 14 contains 40700 members 
Mstep: Class 15 contains 11944 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54045 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115052 members 
Mstep: Class 23 contains 101437 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770968.000000 Penalty: 77813.773438
Iteration 160F: 25 clusters Score -6.277097e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3583 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20467 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 72412 members 
Mstep: Class 14 contains 40692 members 
Mstep: Class 15 contains 11391 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54051 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 115001 members 
Mstep: Class 23 contains 101565 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771120.000000 Penalty: 77813.773438
Iteration 161Q: 25 clusters Score -6.277112e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20462 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 72835 members 
Mstep: Class 14 contains 40684 members 
Mstep: Class 15 contains 10886 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 54063 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 328 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 114955 members 
Mstep: Class 23 contains 101679 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771160.000000 Penalty: 77813.773438
Iteration 162Q: 25 clusters Score -6.277116e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3586 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20467 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 73229 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 54074 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 329 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 114889 members 
Mstep: Class 23 contains 101820 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771304.000000 Penalty: 77813.773438
Iteration 163Q: 25 clusters Score -6.27713e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3588 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20472 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 73597 members 
Mstep: Class 14 contains 40679 members 
Mstep: Class 15 contains 9985 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 54073 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114846 members 
Mstep: Class 23 contains 101917 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771380.000000 Penalty: 77813.773438
Iteration 164Q: 25 clusters Score -6.277138e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3589 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20481 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 73941 members 
Mstep: Class 14 contains 40673 members 
Mstep: Class 15 contains 9587 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6816 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 102018 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771268.000000 Penalty: 77813.773438
Iteration 165Q: 25 clusters Score -6.277127e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3590 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20487 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 74313 members 
Mstep: Class 14 contains 40673 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 54051 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114754 members 
Mstep: Class 23 contains 102071 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771324.000000 Penalty: 77813.773438
Iteration 166Q: 25 clusters Score -6.277132e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20488 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 74671 members 
Mstep: Class 14 contains 40688 members 
Mstep: Class 15 contains 8833 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 54046 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6812 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114704 members 
Mstep: Class 23 contains 102138 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771396.000000 Penalty: 77813.773438
Iteration 167Q: 25 clusters Score -6.27714e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3595 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 111 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20486 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 75049 members 
Mstep: Class 14 contains 40700 members 
Mstep: Class 15 contains 8472 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 54030 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6812 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114673 members 
Mstep: Class 23 contains 102153 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771352.000000 Penalty: 77813.773438
Iteration 168Q: 25 clusters Score -6.277135e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3598 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20491 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 75459 members 
Mstep: Class 14 contains 40703 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54027 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114632 members 
Mstep: Class 23 contains 102165 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771444.000000 Penalty: 77813.773438
Iteration 169Q: 25 clusters Score -6.277144e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20494 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 75922 members 
Mstep: Class 14 contains 40694 members 
Mstep: Class 15 contains 7697 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54020 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6809 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114586 members 
Mstep: Class 23 contains 102148 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771440.000000 Penalty: 77813.773438
Iteration 170Q: 25 clusters Score -6.277144e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20496 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 76379 members 
Mstep: Class 14 contains 40684 members 
Mstep: Class 15 contains 7347 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54010 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114533 members 
Mstep: Class 23 contains 102110 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771572.000000 Penalty: 77813.773438
Iteration 171Q: 25 clusters Score -6.277157e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 76890 members 
Mstep: Class 14 contains 40689 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 53997 members 
Mstep: Class 18 contains 7243 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6810 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114453 members 
Mstep: Class 23 contains 102051 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771720.000000 Penalty: 77813.773438
Iteration 172Q: 25 clusters Score -6.277172e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20494 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 77472 members 
Mstep: Class 14 contains 40684 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 53983 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114359 members 
Mstep: Class 23 contains 101990 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771756.000000 Penalty: 77813.773438
Iteration 173Q: 25 clusters Score -6.277176e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20491 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 78170 members 
Mstep: Class 14 contains 40685 members 
Mstep: Class 15 contains 6184 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 53970 members 
Mstep: Class 18 contains 7233 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114247 members 
Mstep: Class 23 contains 101834 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771736.000000 Penalty: 77813.773438
Iteration 174Q: 25 clusters Score -6.277174e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20486 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 78844 members 
Mstep: Class 14 contains 40677 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 53971 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114140 members 
Mstep: Class 23 contains 101673 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771820.000000 Penalty: 77813.773438
Iteration 175Q: 25 clusters Score -6.277182e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20483 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 79606 members 
Mstep: Class 14 contains 40672 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 53977 members 
Mstep: Class 18 contains 7216 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 114032 members 
Mstep: Class 23 contains 101448 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771752.000000 Penalty: 77813.773438
Iteration 176Q: 25 clusters Score -6.277175e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20473 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 80449 members 
Mstep: Class 14 contains 40681 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54000 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 113922 members 
Mstep: Class 23 contains 101150 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771828.000000 Penalty: 77813.773438
Iteration 177Q: 25 clusters Score -6.277183e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20457 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 81404 members 
Mstep: Class 14 contains 40677 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 54035 members 
Mstep: Class 18 contains 7201 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 113782 members 
Mstep: Class 23 contains 100793 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771668.000000 Penalty: 77813.773438
Iteration 178Q: 25 clusters Score -6.277167e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20444 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 82515 members 
Mstep: Class 14 contains 40660 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 54064 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6800 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 113651 members 
Mstep: Class 23 contains 100346 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3132.629395 but Gain 3242.234375
Score: -62771888.000000 Penalty: 74571.539062
Iteration 179Q: 24 clusters Score -6.277189e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20449 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 86608 members 
Mstep: Class 14 contains 40658 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 54134 members 
Mstep: Class 18 contains 7206 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 113468 members 
Mstep: Class 23 contains 100297 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775684.000000 Penalty: 74571.539062
Iteration 180F: 24 clusters Score -6.277568e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3626 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 20411 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 89269 members 
Mstep: Class 14 contains 40578 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54091 members 
Mstep: Class 18 contains 7177 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 113196 members 
Mstep: Class 23 contains 98165 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775600.000000 Penalty: 74571.539062
Iteration 181Q: 24 clusters Score -6.27756e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20377 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 91375 members 
Mstep: Class 14 contains 40513 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54185 members 
Mstep: Class 18 contains 7150 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 112892 members 
Mstep: Class 23 contains 96434 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775616.000000 Penalty: 74571.539062
Iteration 182Q: 24 clusters Score -6.277562e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3639 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20356 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 93203 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 54338 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 112596 members 
Mstep: Class 23 contains 94896 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775652.000000 Penalty: 74571.539062
Iteration 183Q: 24 clusters Score -6.277565e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3651 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 95016 members 
Mstep: Class 14 contains 40378 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 54434 members 
Mstep: Class 18 contains 7109 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 112250 members 
Mstep: Class 23 contains 93456 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775928.000000 Penalty: 74571.539062
Iteration 184Q: 24 clusters Score -6.277593e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20325 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 96898 members 
Mstep: Class 14 contains 40290 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 54509 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 111895 members 
Mstep: Class 23 contains 92002 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776208.000000 Penalty: 74571.539062
Iteration 185Q: 24 clusters Score -6.277621e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20314 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 98761 members 
Mstep: Class 14 contains 40192 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 7068 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 111569 members 
Mstep: Class 23 contains 90537 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776916.000000 Penalty: 74571.539062
Iteration 186Q: 24 clusters Score -6.277692e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20294 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 100575 members 
Mstep: Class 14 contains 40076 members 
Mstep: Class 16 contains 898 members 
Mstep: Class 17 contains 54617 members 
Mstep: Class 18 contains 7042 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 110614 members 
Mstep: Class 23 contains 89830 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777436.000000 Penalty: 74571.539062
Iteration 187Q: 24 clusters Score -6.277744e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20261 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 102310 members 
Mstep: Class 14 contains 39971 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 54659 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 109407 members 
Mstep: Class 23 contains 89465 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778120.000000 Penalty: 74571.539062
Iteration 188Q: 24 clusters Score -6.277812e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20237 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 104026 members 
Mstep: Class 14 contains 39850 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 54697 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 108251 members 
Mstep: Class 23 contains 89082 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778840.000000 Penalty: 74571.539062
Iteration 189Q: 24 clusters Score -6.277884e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20213 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 105717 members 
Mstep: Class 14 contains 39701 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 54746 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 106924 members 
Mstep: Class 23 contains 88894 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779216.000000 Penalty: 74571.539062
Iteration 190Q: 24 clusters Score -6.277922e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20189 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 107259 members 
Mstep: Class 14 contains 39518 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 54801 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 105556 members 
Mstep: Class 23 contains 88925 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779916.000000 Penalty: 74571.539062
Iteration 191Q: 24 clusters Score -6.277992e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3798 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 108597 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 54859 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 104267 members 
Mstep: Class 23 contains 89065 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780356.000000 Penalty: 74571.539062
Iteration 192Q: 24 clusters Score -6.278036e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20141 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 109751 members 
Mstep: Class 14 contains 39191 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 54903 members 
Mstep: Class 18 contains 6837 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 103155 members 
Mstep: Class 23 contains 89217 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780900.000000 Penalty: 74571.539062
Iteration 193Q: 24 clusters Score -6.27809e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 20110 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 110746 members 
Mstep: Class 14 contains 39010 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 54962 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 102010 members 
Mstep: Class 23 contains 89557 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781508.000000 Penalty: 74571.539062
Iteration 194Q: 24 clusters Score -6.278151e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 20086 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 111558 members 
Mstep: Class 14 contains 38828 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 55048 members 
Mstep: Class 18 contains 6787 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 100851 members 
Mstep: Class 23 contains 90074 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781920.000000 Penalty: 74571.539062
Iteration 195Q: 24 clusters Score -6.278192e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 20063 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112068 members 
Mstep: Class 14 contains 38644 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 55142 members 
Mstep: Class 18 contains 6766 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6886 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 99592 members 
Mstep: Class 23 contains 90979 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782460.000000 Penalty: 74571.539062
Iteration 196Q: 24 clusters Score -6.278246e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 20042 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112263 members 
Mstep: Class 14 contains 38450 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 55223 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6893 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 98415 members 
Mstep: Class 23 contains 92144 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782796.000000 Penalty: 74571.539062
Iteration 197Q: 24 clusters Score -6.27828e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112305 members 
Mstep: Class 14 contains 38251 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 55311 members 
Mstep: Class 18 contains 6702 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6898 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 97225 members 
Mstep: Class 23 contains 93484 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782996.000000 Penalty: 74571.539062
Iteration 198Q: 24 clusters Score -6.2783e+07 nChanged 3804
Entering ConstructFrom: 
Score: -62782996.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (28683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Entering Unmasked Estep 
Score: -3920210.500000 Penalty: 2545.486816
	Iteration 0F: 2 clusters Score -3920210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3900613.000000 Penalty: 5090.973633
	Iteration 0F: 3 clusters Score -3900613 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3907524.750000 Penalty: 5090.973633
	Iteration 1F: 3 clusters Score -3907525 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3907941.250000 Penalty: 5090.973633
	Iteration 2Q: 3 clusters Score -3907941 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3908319.500000 Penalty: 5090.973633
	Iteration 3Q: 3 clusters Score -3908320 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3908627.750000 Penalty: 5090.973633
	Iteration 4Q: 3 clusters Score -3908628 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3908948.750000 Penalty: 5090.973633
	Iteration 5Q: 3 clusters Score -3908949 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3909329.000000 Penalty: 5090.973633
	Iteration 6Q: 3 clusters Score -3909329 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3909806.500000 Penalty: 5090.973633
	Iteration 7Q: 3 clusters Score -3909806 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3910504.750000 Penalty: 5090.973633
	Iteration 8Q: 3 clusters Score -3910505 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3911405.000000 Penalty: 5090.973633
	Iteration 9F: 3 clusters Score -3911405 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3912578.500000 Penalty: 5090.973633
	Iteration 10F: 3 clusters Score -3912578 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3913870.500000 Penalty: 5090.973633
	Iteration 11F: 3 clusters Score -3913870 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3915091.750000 Penalty: 5090.973633
	Iteration 12F: 3 clusters Score -3915092 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3916097.250000 Penalty: 5090.973633
	Iteration 13Q: 3 clusters Score -3916097 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3916801.750000 Penalty: 5090.973633
	Iteration 14Q: 3 clusters Score -3916802 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3917214.000000 Penalty: 5090.973633
	Iteration 15Q: 3 clusters Score -3917214 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3917515.000000 Penalty: 5090.973633
	Iteration 16Q: 3 clusters Score -3917515 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3917677.000000 Penalty: 5090.973633
	Iteration 17Q: 3 clusters Score -3917677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3917767.000000 Penalty: 5090.973633
	Iteration 18Q: 3 clusters Score -3917767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3917837.500000 Penalty: 5090.973633
	Iteration 19Q: 3 clusters Score -3917838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3917879.250000 Penalty: 5090.973633
	Iteration 20F: 3 clusters Score -3917879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3917909.000000 Penalty: 5090.973633
	Iteration 21Q: 3 clusters Score -3917909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3917928.750000 Penalty: 5090.973633
	Iteration 22Q: 3 clusters Score -3917929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3917946.000000 Penalty: 5090.973633
	Iteration 23Q: 3 clusters Score -3917946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3917958.000000 Penalty: 5090.973633
	Iteration 24Q: 3 clusters Score -3917958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3917967.750000 Penalty: 5090.973633
	Iteration 25Q: 3 clusters Score -3917968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3917975.750000 Penalty: 5090.973633
	Iteration 26Q: 3 clusters Score -3917976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3917981.250000 Penalty: 5090.973633
	Iteration 27Q: 3 clusters Score -3917981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3917986.750000 Penalty: 5090.973633
	Iteration 28Q: 3 clusters Score -3917987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3917991.750000 Penalty: 5090.973633
	Iteration 29Q: 3 clusters Score -3917992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3918004.250000 Penalty: 5090.973633
	Iteration 30Q: 3 clusters Score -3918004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3918005.500000 Penalty: 5090.973633
	Iteration 31Q: 3 clusters Score -3918006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3918005.500000 Penalty: 5090.973633
	Iteration 32F: 3 clusters Score -3918006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -41903.804688 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -41903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40579.667969 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -40579.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40864.578125 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -40864.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41187.199219 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -41187.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41458.351562 Penalty: 2963.009521
	Iteration 3F: 3 clusters Score -41458.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41682.558594 Penalty: 2963.009521
	Iteration 4F: 3 clusters Score -41682.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41924.757812 Penalty: 2963.009521
	Iteration 5F: 3 clusters Score -41924.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42150.386719 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -42150.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -42246.019531 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -42246.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42301.062500 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -42301.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42322.210938 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -42322.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -42358.851562 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -42358.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -42358.851562 Penalty: 2963.009521
	Iteration 11F: 3 clusters Score -42358.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 307 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112102 members 
Mstep: Class 14 contains 38068 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 55415 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 96028 members 
Mstep: Class 23 contains 95044 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
Score: -62781224.000000 Penalty: 77813.773438
Splitting cluster 2 changes total score from -62782996.000000 to -62781224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Entering Unmasked Estep 
Score: -500667.156250 Penalty: 2051.217285
	Iteration 0F: 2 clusters Score -500667.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -496846.625000 Penalty: 4102.434570
	Iteration 0F: 3 clusters Score -496846.6 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -497868.375000 Penalty: 4102.434570
	Iteration 1F: 3 clusters Score -497868.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -498188.656250 Penalty: 4102.434570
	Iteration 2F: 3 clusters Score -498188.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -498376.500000 Penalty: 4102.434570
	Iteration 3F: 3 clusters Score -498376.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -498501.906250 Penalty: 4102.434570
	Iteration 4Q: 3 clusters Score -498501.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -498610.031250 Penalty: 4102.434570
	Iteration 5Q: 3 clusters Score -498610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -498706.093750 Penalty: 4102.434570
	Iteration 6Q: 3 clusters Score -498706.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -498787.531250 Penalty: 4102.434570
	Iteration 7Q: 3 clusters Score -498787.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -498870.093750 Penalty: 4102.434570
	Iteration 8Q: 3 clusters Score -498870.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -498936.031250 Penalty: 4102.434570
	Iteration 9Q: 3 clusters Score -498936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -498989.187500 Penalty: 4102.434570
	Iteration 10Q: 3 clusters Score -498989.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -499043.593750 Penalty: 4102.434570
	Iteration 11Q: 3 clusters Score -499043.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -499099.156250 Penalty: 4102.434570
	Iteration 12Q: 3 clusters Score -499099.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -499147.531250 Penalty: 4102.434570
	Iteration 13Q: 3 clusters Score -499147.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -499199.375000 Penalty: 4102.434570
	Iteration 14Q: 3 clusters Score -499199.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -499224.093750 Penalty: 4102.434570
	Iteration 15Q: 3 clusters Score -499224.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -499247.625000 Penalty: 4102.434570
	Iteration 16Q: 3 clusters Score -499247.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -499266.031250 Penalty: 4102.434570
	Iteration 17Q: 3 clusters Score -499266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -499278.812500 Penalty: 4102.434570
	Iteration 18Q: 3 clusters Score -499278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -499284.218750 Penalty: 4102.434570
	Iteration 19Q: 3 clusters Score -499284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -499290.687500 Penalty: 4102.434570
	Iteration 20F: 3 clusters Score -499290.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -499296.343750 Penalty: 4102.434570
	Iteration 21Q: 3 clusters Score -499296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -499300.812500 Penalty: 4102.434570
	Iteration 22Q: 3 clusters Score -499300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -499303.968750 Penalty: 4102.434570
	Iteration 23Q: 3 clusters Score -499304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -499304.562500 Penalty: 4102.434570
	Iteration 24Q: 3 clusters Score -499304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -499304.812500 Penalty: 4102.434570
	Iteration 25Q: 3 clusters Score -499304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -499305.156250 Penalty: 4102.434570
	Iteration 26Q: 3 clusters Score -499305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -499305.156250 Penalty: 4102.434570
	Iteration 27F: 3 clusters Score -499305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -195113.875000 Penalty: 1819.398804
	Iteration 0F: 2 clusters Score -195113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192772.234375 Penalty: 3638.797607
	Iteration 0F: 3 clusters Score -192772.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193186.000000 Penalty: 3638.797607
	Iteration 1F: 3 clusters Score -193186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -193307.906250 Penalty: 3638.797607
	Iteration 2F: 3 clusters Score -193307.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193371.187500 Penalty: 3638.797607
	Iteration 3Q: 3 clusters Score -193371.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193431.531250 Penalty: 3638.797607
	Iteration 4Q: 3 clusters Score -193431.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -193459.015625 Penalty: 3638.797607
	Iteration 5Q: 3 clusters Score -193459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -193483.609375 Penalty: 3638.797607
	Iteration 6Q: 3 clusters Score -193483.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193510.609375 Penalty: 3638.797607
	Iteration 7Q: 3 clusters Score -193510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193526.453125 Penalty: 3638.797607
	Iteration 8Q: 3 clusters Score -193526.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -193536.234375 Penalty: 3638.797607
	Iteration 9Q: 3 clusters Score -193536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -193546.125000 Penalty: 3638.797607
	Iteration 10Q: 3 clusters Score -193546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193557.406250 Penalty: 3638.797607
	Iteration 11Q: 3 clusters Score -193557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193570.703125 Penalty: 3638.797607
	Iteration 12Q: 3 clusters Score -193570.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193591.687500 Penalty: 3638.797607
	Iteration 13Q: 3 clusters Score -193591.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -193616.937500 Penalty: 3638.797607
	Iteration 14Q: 3 clusters Score -193616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193633.906250 Penalty: 3638.797607
	Iteration 15Q: 3 clusters Score -193633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193650.156250 Penalty: 3638.797607
	Iteration 16Q: 3 clusters Score -193650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193655.078125 Penalty: 3638.797607
	Iteration 17Q: 3 clusters Score -193655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -193656.156250 Penalty: 3638.797607
	Iteration 18Q: 3 clusters Score -193656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193657.453125 Penalty: 3638.797607
	Iteration 19Q: 3 clusters Score -193657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193657.453125 Penalty: 3638.797607
	Iteration 20F: 3 clusters Score -193657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -12457.003906 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -12457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11648.947266 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -11648.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11668.719727 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -11668.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11668.719727 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -11668.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84450.804688 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84450.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84964.078125 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84964.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85267.367188 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85267.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85531.210938 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85531.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85720.484375 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -85720.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85810.789062 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -85810.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86012.757812 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -86012.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86295.054688 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -86295.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86452.367188 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -86452.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86474.203125 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -86474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86474.203125 Penalty: 3291.429688
	Iteration 10F: 3 clusters Score -86474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112102 members 
Mstep: Class 14 contains 38068 members 
Mstep: Class 15 contains 362 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 55415 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 96028 members 
Mstep: Class 23 contains 95044 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
Score: -62781248.000000 Penalty: 77813.773438
Splitting cluster 6 changes total score from -62782996.000000 to -62781248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -317382.562500 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -317382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -314526.812500 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -314526.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315044.531250 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -315044.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -315182.468750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -315182.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -315256.656250 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -315256.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -315297.156250 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -315297.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -315322.437500 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -315322.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -315339.875000 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -315339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -315357.093750 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -315357.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -315373.062500 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -315373.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -315392.937500 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -315392.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -315414.312500 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -315414.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -315437.562500 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -315437.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -315461.593750 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -315461.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -315482.906250 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -315482.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -315511.937500 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -315511.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -315537.968750 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -315538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -315551.031250 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -315551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -315560.750000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -315560.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -315575.031250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -315575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -315581.843750 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -315581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -315588.968750 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -315589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -315598.625000 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -315598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -315607.281250 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -315607.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -315616.781250 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -315616.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -315626.875000 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -315626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -315634.093750 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -315634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -315641.468750 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -315641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -315651.031250 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -315651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -315658.250000 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -315658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -315666.375000 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -315666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -315671.031250 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -315671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -315674.968750 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -315675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -315679.062500 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -315679.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -315689.062500 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -315689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -315693.593750 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -315693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -315697.375000 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -315697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -315702.406250 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -315702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -315706.156250 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -315706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -315712.187500 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -315712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -315715.968750 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -315716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -315718.250000 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -315718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -315721.375000 Penalty: 3850.247559
	Iteration 41Q: 3 clusters Score -315721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -315722.031250 Penalty: 3850.247559
	Iteration 42Q: 3 clusters Score -315722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -315724.656250 Penalty: 3850.247559
	Iteration 43Q: 3 clusters Score -315724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -315726.156250 Penalty: 3850.247559
	Iteration 44Q: 3 clusters Score -315726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -315728.031250 Penalty: 3850.247559
	Iteration 45Q: 3 clusters Score -315728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -315727.781250 Penalty: 3850.247559
	Iteration 46Q: 3 clusters Score -315727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -315728.375000 Penalty: 3850.247559
	Iteration 47Q: 3 clusters Score -315728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -315728.375000 Penalty: 3850.247559
	Iteration 48F: 3 clusters Score -315728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -335129.375000 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -335129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -332120.062500 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -332120.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -332705.750000 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -332705.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -332865.562500 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -332865.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -332951.718750 Penalty: 3903.981201
	Iteration 3Q: 3 clusters Score -332951.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -333003.750000 Penalty: 3903.981201
	Iteration 4Q: 3 clusters Score -333003.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -333028.625000 Penalty: 3903.981201
	Iteration 5Q: 3 clusters Score -333028.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333047.031250 Penalty: 3903.981201
	Iteration 6Q: 3 clusters Score -333047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333061.343750 Penalty: 3903.981201
	Iteration 7Q: 3 clusters Score -333061.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -333073.281250 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -333073.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333091.656250 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -333091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -333095.343750 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -333095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333099.375000 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -333099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333101.656250 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -333101.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333105.031250 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -333105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -333110.312500 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -333110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -333113.531250 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -333113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -333116.593750 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -333116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -333118.781250 Penalty: 3903.981201
	Iteration 17Q: 3 clusters Score -333118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -333120.000000 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -333120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -333121.843750 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -333121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -333123.781250 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -333123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -333124.437500 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -333124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -333124.437500 Penalty: 3903.981201
	Iteration 22F: 3 clusters Score -333124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -243750.531250 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -243750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -241191.671875 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -241191.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -241610.109375 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -241610.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -241758.203125 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -241758.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -241821.328125 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -241821.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -241865.218750 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -241865.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -241894.156250 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -241894.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241910.015625 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -241910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -241927.531250 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -241927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -241941.734375 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -241941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241954.609375 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -241954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241963.109375 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -241963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241972.656250 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -241972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -241979.359375 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -241979.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -241989.140625 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -241989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241992.468750 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -241992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -241992.671875 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -241992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241993.062500 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -241993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241993.062500 Penalty: 3726.258301
	Iteration 17F: 3 clusters Score -241993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -77130.765625 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -77130.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75559.578125 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -75559.58 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75855.671875 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -75855.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75984.468750 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -75984.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76068.578125 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -76068.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76111.789062 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -76111.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76159.875000 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -76159.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76237.640625 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -76237.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76331.609375 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -76331.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76474.054688 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -76474.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76520.437500 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -76520.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76547.445312 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -76547.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -76568.328125 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -76568.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76574.656250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -76574.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76582.906250 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -76582.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76585.234375 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -76585.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76592.304688 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -76592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76595.203125 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -76595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76604.093750 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -76604.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76620.773438 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -76620.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76647.875000 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -76647.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76659.335938 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -76659.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76669.976562 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -76669.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76673.429688 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -76673.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76673.429688 Penalty: 3218.645508
	Iteration 23F: 3 clusters Score -76673.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Entering Unmasked Estep 
Score: -2713147.500000 Penalty: 2456.077393
	Iteration 0F: 2 clusters Score -2713148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2699053.250000 Penalty: 4912.154785
	Iteration 0F: 3 clusters Score -2699053 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2703709.250000 Penalty: 4912.154785
	Iteration 1F: 3 clusters Score -2703709 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2704092.750000 Penalty: 4912.154785
	Iteration 2F: 3 clusters Score -2704093 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2704399.500000 Penalty: 4912.154785
	Iteration 3Q: 3 clusters Score -2704400 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2704764.500000 Penalty: 4912.154785
	Iteration 4Q: 3 clusters Score -2704764 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2705267.500000 Penalty: 4912.154785
	Iteration 5Q: 3 clusters Score -2705268 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2705880.750000 Penalty: 4912.154785
	Iteration 6F: 3 clusters Score -2705881 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2706649.500000 Penalty: 4912.154785
	Iteration 7F: 3 clusters Score -2706650 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2707458.000000 Penalty: 4912.154785
	Iteration 8F: 3 clusters Score -2707458 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2708259.500000 Penalty: 4912.154785
	Iteration 9F: 3 clusters Score -2708260 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2708912.500000 Penalty: 4912.154785
	Iteration 10Q: 3 clusters Score -2708912 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2709451.000000 Penalty: 4912.154785
	Iteration 11Q: 3 clusters Score -2709451 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2709827.000000 Penalty: 4912.154785
	Iteration 12Q: 3 clusters Score -2709827 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2710139.500000 Penalty: 4912.154785
	Iteration 13Q: 3 clusters Score -2710140 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2710392.000000 Penalty: 4912.154785
	Iteration 14Q: 3 clusters Score -2710392 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2710583.750000 Penalty: 4912.154785
	Iteration 15Q: 3 clusters Score -2710584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2710749.750000 Penalty: 4912.154785
	Iteration 16Q: 3 clusters Score -2710750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2710862.000000 Penalty: 4912.154785
	Iteration 17Q: 3 clusters Score -2710862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2710931.500000 Penalty: 4912.154785
	Iteration 18Q: 3 clusters Score -2710932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2710986.750000 Penalty: 4912.154785
	Iteration 19Q: 3 clusters Score -2710987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2711006.750000 Penalty: 4912.154785
	Iteration 20F: 3 clusters Score -2711007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2711025.250000 Penalty: 4912.154785
	Iteration 21Q: 3 clusters Score -2711025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2711042.750000 Penalty: 4912.154785
	Iteration 22Q: 3 clusters Score -2711043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2711071.000000 Penalty: 4912.154785
	Iteration 23Q: 3 clusters Score -2711071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2711096.750000 Penalty: 4912.154785
	Iteration 24Q: 3 clusters Score -2711097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2711116.250000 Penalty: 4912.154785
	Iteration 25Q: 3 clusters Score -2711116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2711134.750000 Penalty: 4912.154785
	Iteration 26Q: 3 clusters Score -2711135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2711144.000000 Penalty: 4912.154785
	Iteration 27Q: 3 clusters Score -2711144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2711154.500000 Penalty: 4912.154785
	Iteration 28Q: 3 clusters Score -2711154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2711162.750000 Penalty: 4912.154785
	Iteration 29Q: 3 clusters Score -2711163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2711168.250000 Penalty: 4912.154785
	Iteration 30Q: 3 clusters Score -2711168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2711175.250000 Penalty: 4912.154785
	Iteration 31Q: 3 clusters Score -2711175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2711183.750000 Penalty: 4912.154785
	Iteration 32Q: 3 clusters Score -2711184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2711189.250000 Penalty: 4912.154785
	Iteration 33Q: 3 clusters Score -2711189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2711190.500000 Penalty: 4912.154785
	Iteration 34Q: 3 clusters Score -2711190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2711190.500000 Penalty: 4912.154785
	Iteration 35Q: 3 clusters Score -2711190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2711194.250000 Penalty: 4912.154785
	Iteration 36Q: 3 clusters Score -2711194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2711197.500000 Penalty: 4912.154785
	Iteration 37Q: 3 clusters Score -2711198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2711197.500000 Penalty: 4912.154785
	Iteration 38F: 3 clusters Score -2711198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -20363.304688 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -20363.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19268.318359 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -19268.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19420.464844 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -19420.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19480.875000 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -19480.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19581.234375 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -19581.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19619.412109 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -19619.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19703.574219 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -19703.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19784.843750 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -19784.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19825.714844 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -19825.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19832.851562 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -19832.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19851.529297 Penalty: 2663.836426
	Iteration 9Q: 3 clusters Score -19851.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19879.648438 Penalty: 2663.836426
	Iteration 10Q: 3 clusters Score -19879.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19912.519531 Penalty: 2663.836426
	Iteration 11Q: 3 clusters Score -19912.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19926.935547 Penalty: 2663.836426
	Iteration 12Q: 3 clusters Score -19926.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19938.705078 Penalty: 2663.836426
	Iteration 13Q: 3 clusters Score -19938.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19966.503906 Penalty: 2663.836426
	Iteration 14Q: 3 clusters Score -19966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19973.867188 Penalty: 2663.836426
	Iteration 15Q: 3 clusters Score -19973.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19991.371094 Penalty: 2663.836426
	Iteration 16Q: 3 clusters Score -19991.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20013.716797 Penalty: 2663.836426
	Iteration 17Q: 3 clusters Score -20013.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20031.214844 Penalty: 2663.836426
	Iteration 18Q: 3 clusters Score -20031.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20040.082031 Penalty: 2663.836426
	Iteration 19F: 3 clusters Score -20040.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20078.224609 Penalty: 2663.836426
	Iteration 20F: 3 clusters Score -20078.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20098.375000 Penalty: 2663.836426
	Iteration 21Q: 3 clusters Score -20098.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20118.722656 Penalty: 2663.836426
	Iteration 22Q: 3 clusters Score -20118.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20147.089844 Penalty: 2663.836426
	Iteration 23Q: 3 clusters Score -20147.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20168.908203 Penalty: 2663.836426
	Iteration 24Q: 3 clusters Score -20168.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20197.435547 Penalty: 2663.836426
	Iteration 25Q: 3 clusters Score -20197.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20197.435547 Penalty: 2663.836426
	Iteration 26F: 3 clusters Score -20197.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (112102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Entering Unmasked Estep 
Score: -15116003.000000 Penalty: 2883.536865
	Iteration 0F: 2 clusters Score -1.5116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -15040771.000000 Penalty: 5767.073730
	Iteration 0F: 3 clusters Score -1.504077e+07 nChanged 53092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -15071217.000000 Penalty: 5767.073730
	Iteration 1F: 3 clusters Score -1.507122e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -15071938.000000 Penalty: 5767.073730
	Iteration 2Q: 3 clusters Score -1.507194e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -15072809.000000 Penalty: 5767.073730
	Iteration 3Q: 3 clusters Score -1.507281e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -15074173.000000 Penalty: 5767.073730
	Iteration 4Q: 3 clusters Score -1.507417e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -15075732.000000 Penalty: 5767.073730
	Iteration 5Q: 3 clusters Score -1.507573e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -15078161.000000 Penalty: 5767.073730
	Iteration 6Q: 3 clusters Score -1.507816e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -15081788.000000 Penalty: 5767.073730
	Iteration 7F: 3 clusters Score -1.508179e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -15086833.000000 Penalty: 5767.073730
	Iteration 8F: 3 clusters Score -1.508683e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -15092217.000000 Penalty: 5767.073730
	Iteration 9F: 3 clusters Score -1.509222e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -15096917.000000 Penalty: 5767.073730
	Iteration 10F: 3 clusters Score -1.509692e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -15101403.000000 Penalty: 5767.073730
	Iteration 11Q: 3 clusters Score -1.51014e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -15104889.000000 Penalty: 5767.073730
	Iteration 12Q: 3 clusters Score -1.510489e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -15107590.000000 Penalty: 5767.073730
	Iteration 13Q: 3 clusters Score -1.510759e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -15109566.000000 Penalty: 5767.073730
	Iteration 14Q: 3 clusters Score -1.510957e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -15110799.000000 Penalty: 5767.073730
	Iteration 15Q: 3 clusters Score -1.51108e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -15111700.000000 Penalty: 5767.073730
	Iteration 16Q: 3 clusters Score -1.51117e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -15112262.000000 Penalty: 5767.073730
	Iteration 17Q: 3 clusters Score -1.511226e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15112615.000000 Penalty: 5767.073730
	Iteration 18Q: 3 clusters Score -1.511262e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15112850.000000 Penalty: 5767.073730
	Iteration 19Q: 3 clusters Score -1.511285e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15112982.000000 Penalty: 5767.073730
	Iteration 20F: 3 clusters Score -1.511298e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111159 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -15113118.000000 Penalty: 5767.073730
	Iteration 21Q: 3 clusters Score -1.511312e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111271 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15113157.000000 Penalty: 5767.073730
	Iteration 22Q: 3 clusters Score -1.511316e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15113241.000000 Penalty: 5767.073730
	Iteration 23Q: 3 clusters Score -1.511324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15113282.000000 Penalty: 5767.073730
	Iteration 24Q: 3 clusters Score -1.511328e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111446 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15113313.000000 Penalty: 5767.073730
	Iteration 25Q: 3 clusters Score -1.511331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15113355.000000 Penalty: 5767.073730
	Iteration 26Q: 3 clusters Score -1.511336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -15113373.000000 Penalty: 5767.073730
	Iteration 27Q: 3 clusters Score -1.511337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15113389.000000 Penalty: 5767.073730
	Iteration 28Q: 3 clusters Score -1.511339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15113399.000000 Penalty: 5767.073730
	Iteration 29Q: 3 clusters Score -1.51134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15113406.000000 Penalty: 5767.073730
	Iteration 30Q: 3 clusters Score -1.511341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15113427.000000 Penalty: 5767.073730
	Iteration 31Q: 3 clusters Score -1.511343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15113442.000000 Penalty: 5767.073730
	Iteration 32Q: 3 clusters Score -1.511344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15113443.000000 Penalty: 5767.073730
	Iteration 33Q: 3 clusters Score -1.511344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15113451.000000 Penalty: 5767.073730
	Iteration 34Q: 3 clusters Score -1.511345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15113457.000000 Penalty: 5767.073730
	Iteration 35Q: 3 clusters Score -1.511346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15113461.000000 Penalty: 5767.073730
	Iteration 36Q: 3 clusters Score -1.511346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111578 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15113470.000000 Penalty: 5767.073730
	Iteration 37Q: 3 clusters Score -1.511347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15113473.000000 Penalty: 5767.073730
	Iteration 38Q: 3 clusters Score -1.511347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15113475.000000 Penalty: 5767.073730
	Iteration 39Q: 3 clusters Score -1.511348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15113474.000000 Penalty: 5767.073730
	Iteration 40F: 3 clusters Score -1.511347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Entering Unmasked Estep 
Score: -5126390.000000 Penalty: 2615.688232
	Iteration 0F: 2 clusters Score -5126390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5100464.500000 Penalty: 5231.376465
	Iteration 0F: 3 clusters Score -5100464 nChanged 17477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -5110314.500000 Penalty: 5231.376465
	Iteration 1F: 3 clusters Score -5110314 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5111117.500000 Penalty: 5231.376465
	Iteration 2F: 3 clusters Score -5111118 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5112000.000000 Penalty: 5231.376465
	Iteration 3F: 3 clusters Score -5112000 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -5113061.500000 Penalty: 5231.376465
	Iteration 4F: 3 clusters Score -5113062 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5114425.000000 Penalty: 5231.376465
	Iteration 5F: 3 clusters Score -5114425 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -5116168.500000 Penalty: 5231.376465
	Iteration 6F: 3 clusters Score -5116168 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5118544.500000 Penalty: 5231.376465
	Iteration 7F: 3 clusters Score -5118544 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -5121007.000000 Penalty: 5231.376465
	Iteration 8F: 3 clusters Score -5121007 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5122750.500000 Penalty: 5231.376465
	Iteration 9F: 3 clusters Score -5122750 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5123542.500000 Penalty: 5231.376465
	Iteration 10Q: 3 clusters Score -5123542 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5123850.500000 Penalty: 5231.376465
	Iteration 11Q: 3 clusters Score -5123850 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -5123975.000000 Penalty: 5231.376465
	Iteration 12Q: 3 clusters Score -5123975 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5124099.000000 Penalty: 5231.376465
	Iteration 13Q: 3 clusters Score -5124099 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5124152.000000 Penalty: 5231.376465
	Iteration 14Q: 3 clusters Score -5124152 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -5124199.000000 Penalty: 5231.376465
	Iteration 15Q: 3 clusters Score -5124199 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5124244.000000 Penalty: 5231.376465
	Iteration 16Q: 3 clusters Score -5124244 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5124270.000000 Penalty: 5231.376465
	Iteration 17Q: 3 clusters Score -5124270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5124314.500000 Penalty: 5231.376465
	Iteration 18Q: 3 clusters Score -5124314 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -5124325.000000 Penalty: 5231.376465
	Iteration 19Q: 3 clusters Score -5124325 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5124350.000000 Penalty: 5231.376465
	Iteration 20F: 3 clusters Score -5124350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -5124347.500000 Penalty: 5231.376465
	Iteration 21Q: 3 clusters Score -5124348 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5124366.500000 Penalty: 5231.376465
	Iteration 22Q: 3 clusters Score -5124366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -5124377.500000 Penalty: 5231.376465
	Iteration 23Q: 3 clusters Score -5124378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5124385.000000 Penalty: 5231.376465
	Iteration 24Q: 3 clusters Score -5124385 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5124391.000000 Penalty: 5231.376465
	Iteration 25Q: 3 clusters Score -5124391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5124414.500000 Penalty: 5231.376465
	Iteration 26Q: 3 clusters Score -5124414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5124427.000000 Penalty: 5231.376465
	Iteration 27Q: 3 clusters Score -5124427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5124442.500000 Penalty: 5231.376465
	Iteration 28Q: 3 clusters Score -5124442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5124460.000000 Penalty: 5231.376465
	Iteration 29Q: 3 clusters Score -5124460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5124459.000000 Penalty: 5231.376465
	Iteration 30Q: 3 clusters Score -5124459 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -5124485.500000 Penalty: 5231.376465
	Iteration 31Q: 3 clusters Score -5124486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -5124493.000000 Penalty: 5231.376465
	Iteration 32Q: 3 clusters Score -5124493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5124494.000000 Penalty: 5231.376465
	Iteration 33Q: 3 clusters Score -5124494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5124502.500000 Penalty: 5231.376465
	Iteration 34Q: 3 clusters Score -5124502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -5124516.000000 Penalty: 5231.376465
	Iteration 35Q: 3 clusters Score -5124516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5124542.000000 Penalty: 5231.376465
	Iteration 36Q: 3 clusters Score -5124542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -5124572.500000 Penalty: 5231.376465
	Iteration 37Q: 3 clusters Score -5124572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5124591.000000 Penalty: 5231.376465
	Iteration 38Q: 3 clusters Score -5124591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5124583.000000 Penalty: 5231.376465
	Iteration 39Q: 3 clusters Score -5124583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5124578.500000 Penalty: 5231.376465
	Iteration 40F: 3 clusters Score -5124578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5124595.000000 Penalty: 5231.376465
	Iteration 41Q: 3 clusters Score -5124595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5124620.000000 Penalty: 5231.376465
	Iteration 42Q: 3 clusters Score -5124620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5124618.500000 Penalty: 5231.376465
	Iteration 43Q: 3 clusters Score -5124618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5124624.500000 Penalty: 5231.376465
	Iteration 44Q: 3 clusters Score -5124624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5124635.500000 Penalty: 5231.376465
	Iteration 45Q: 3 clusters Score -5124636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5124630.500000 Penalty: 5231.376465
	Iteration 46Q: 3 clusters Score -5124630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5124628.000000 Penalty: 5231.376465
	Iteration 47Q: 3 clusters Score -5124628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -5124646.500000 Penalty: 5231.376465
	Iteration 48Q: 3 clusters Score -5124646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5124642.500000 Penalty: 5231.376465
	Iteration 49Q: 3 clusters Score -5124642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5124645.500000 Penalty: 5231.376465
	Iteration 50Q: 3 clusters Score -5124646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5124661.500000 Penalty: 5231.376465
	Iteration 51Q: 3 clusters Score -5124662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5124652.000000 Penalty: 5231.376465
	Iteration 52Q: 3 clusters Score -5124652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5124648.000000 Penalty: 5231.376465
	Iteration 53Q: 3 clusters Score -5124648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5124661.000000 Penalty: 5231.376465
	Iteration 54Q: 3 clusters Score -5124661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5124663.000000 Penalty: 5231.376465
	Iteration 55Q: 3 clusters Score -5124663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5124667.000000 Penalty: 5231.376465
	Iteration 56Q: 3 clusters Score -5124667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5124682.000000 Penalty: 5231.376465
	Iteration 57Q: 3 clusters Score -5124682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5124668.500000 Penalty: 5231.376465
	Iteration 58Q: 3 clusters Score -5124668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -5124675.000000 Penalty: 5231.376465
	Iteration 59Q: 3 clusters Score -5124675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5124669.500000 Penalty: 5231.376465
	Iteration 60F: 3 clusters Score -5124670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5124676.500000 Penalty: 5231.376465
	Iteration 61Q: 3 clusters Score -5124676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5124685.000000 Penalty: 5231.376465
	Iteration 62Q: 3 clusters Score -5124685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5124689.500000 Penalty: 5231.376465
	Iteration 63Q: 3 clusters Score -5124690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5124691.500000 Penalty: 5231.376465
	Iteration 64Q: 3 clusters Score -5124692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -5124695.000000 Penalty: 5231.376465
	Iteration 65Q: 3 clusters Score -5124695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5124687.000000 Penalty: 5231.376465
	Iteration 66Q: 3 clusters Score -5124687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5124680.000000 Penalty: 5231.376465
	Iteration 67Q: 3 clusters Score -5124680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5124681.500000 Penalty: 5231.376465
	Iteration 68Q: 3 clusters Score -5124682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5124683.000000 Penalty: 5231.376465
	Iteration 69Q: 3 clusters Score -5124683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5124679.000000 Penalty: 5231.376465
	Iteration 70Q: 3 clusters Score -5124679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5124680.500000 Penalty: 5231.376465
	Iteration 71Q: 3 clusters Score -5124680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5124684.000000 Penalty: 5231.376465
	Iteration 72Q: 3 clusters Score -5124684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5124690.500000 Penalty: 5231.376465
	Iteration 73Q: 3 clusters Score -5124690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5124689.000000 Penalty: 5231.376465
	Iteration 74Q: 3 clusters Score -5124689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -5124693.500000 Penalty: 5231.376465
	Iteration 75Q: 3 clusters Score -5124694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5124687.000000 Penalty: 5231.376465
	Iteration 76Q: 3 clusters Score -5124687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5124700.000000 Penalty: 5231.376465
	Iteration 77Q: 3 clusters Score -5124700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5124689.000000 Penalty: 5231.376465
	Iteration 78Q: 3 clusters Score -5124689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5124692.000000 Penalty: 5231.376465
	Iteration 79Q: 3 clusters Score -5124692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5124697.000000 Penalty: 5231.376465
	Iteration 80F: 3 clusters Score -5124697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5124694.500000 Penalty: 5231.376465
	Iteration 81Q: 3 clusters Score -5124694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -5124695.000000 Penalty: 5231.376465
	Iteration 82Q: 3 clusters Score -5124695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5124710.500000 Penalty: 5231.376465
	Iteration 83Q: 3 clusters Score -5124710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5124712.500000 Penalty: 5231.376465
	Iteration 84Q: 3 clusters Score -5124712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5124706.500000 Penalty: 5231.376465
	Iteration 85Q: 3 clusters Score -5124706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5124705.500000 Penalty: 5231.376465
	Iteration 86Q: 3 clusters Score -5124706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5124704.000000 Penalty: 5231.376465
	Iteration 87Q: 3 clusters Score -5124704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5124702.000000 Penalty: 5231.376465
	Iteration 88Q: 3 clusters Score -5124702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5124701.500000 Penalty: 5231.376465
	Iteration 89Q: 3 clusters Score -5124702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5124701.500000 Penalty: 5231.376465
	Iteration 90F: 3 clusters Score -5124702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -107632.609375 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -107632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105911.734375 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -105911.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106556.921875 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -106556.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106976.343750 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -106976.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -107292.476562 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -107292.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -107451.390625 Penalty: 3377.830566
	Iteration 4F: 3 clusters Score -107451.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107545.007812 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -107545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107576.242188 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -107576.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -107617.875000 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -107617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -107636.476562 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -107636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -107638.023438 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -107638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -107639.132812 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -107639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -107639.132812 Penalty: 3377.830566
	Iteration 11F: 3 clusters Score -107639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112102 members 
Mstep: Class 14 contains 38068 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 55415 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 96028 members 
Mstep: Class 23 contains 95044 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
Score: -62780988.000000 Penalty: 77813.773438
Splitting cluster 16 changes total score from -62782996.000000 to -62780988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (55415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Entering Unmasked Estep 
Score: -7277964.000000 Penalty: 2708.806152
	Iteration 0F: 2 clusters Score -7277964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -7240790.500000 Penalty: 5417.612305
	Iteration 0F: 3 clusters Score -7240790 nChanged 25591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -7254968.000000 Penalty: 5417.612305
	Iteration 1F: 3 clusters Score -7254968 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -7255564.000000 Penalty: 5417.612305
	Iteration 2Q: 3 clusters Score -7255564 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -7256146.000000 Penalty: 5417.612305
	Iteration 3Q: 3 clusters Score -7256146 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7256937.000000 Penalty: 5417.612305
	Iteration 4Q: 3 clusters Score -7256937 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -7257881.500000 Penalty: 5417.612305
	Iteration 5Q: 3 clusters Score -7257882 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -7259375.500000 Penalty: 5417.612305
	Iteration 6Q: 3 clusters Score -7259376 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -7261419.500000 Penalty: 5417.612305
	Iteration 7F: 3 clusters Score -7261420 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -7264310.000000 Penalty: 5417.612305
	Iteration 8F: 3 clusters Score -7264310 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -7267508.000000 Penalty: 5417.612305
	Iteration 9F: 3 clusters Score -7267508 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -7270468.500000 Penalty: 5417.612305
	Iteration 10F: 3 clusters Score -7270468 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7272596.500000 Penalty: 5417.612305
	Iteration 11Q: 3 clusters Score -7272596 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7273935.500000 Penalty: 5417.612305
	Iteration 12Q: 3 clusters Score -7273936 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7274703.500000 Penalty: 5417.612305
	Iteration 13Q: 3 clusters Score -7274704 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7275067.500000 Penalty: 5417.612305
	Iteration 14Q: 3 clusters Score -7275068 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7275263.500000 Penalty: 5417.612305
	Iteration 15Q: 3 clusters Score -7275264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7275377.000000 Penalty: 5417.612305
	Iteration 16Q: 3 clusters Score -7275377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7275451.000000 Penalty: 5417.612305
	Iteration 17Q: 3 clusters Score -7275451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7275500.000000 Penalty: 5417.612305
	Iteration 18Q: 3 clusters Score -7275500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7275514.500000 Penalty: 5417.612305
	Iteration 19Q: 3 clusters Score -7275514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7275539.500000 Penalty: 5417.612305
	Iteration 20F: 3 clusters Score -7275540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7275560.500000 Penalty: 5417.612305
	Iteration 21Q: 3 clusters Score -7275560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7275568.500000 Penalty: 5417.612305
	Iteration 22Q: 3 clusters Score -7275568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7275579.500000 Penalty: 5417.612305
	Iteration 23Q: 3 clusters Score -7275580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7275589.500000 Penalty: 5417.612305
	Iteration 24Q: 3 clusters Score -7275590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7275587.000000 Penalty: 5417.612305
	Iteration 25Q: 3 clusters Score -7275587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7275582.500000 Penalty: 5417.612305
	Iteration 26Q: 3 clusters Score -7275582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7275586.000000 Penalty: 5417.612305
	Iteration 27Q: 3 clusters Score -7275586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7275595.000000 Penalty: 5417.612305
	Iteration 28Q: 3 clusters Score -7275595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7275597.000000 Penalty: 5417.612305
	Iteration 29Q: 3 clusters Score -7275597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7275597.000000 Penalty: 5417.612305
	Iteration 30F: 3 clusters Score -7275597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -899690.875000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -899690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -894143.687500 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -894143.7 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -895555.750000 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -895555.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -895796.312500 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -895796.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -895981.937500 Penalty: 4367.094238
	Iteration 3Q: 3 clusters Score -895981.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -896189.312500 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -896189.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -896442.312500 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -896442.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -896731.125000 Penalty: 4367.094238
	Iteration 6F: 3 clusters Score -896731.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -897024.937500 Penalty: 4367.094238
	Iteration 7F: 3 clusters Score -897024.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -897298.125000 Penalty: 4367.094238
	Iteration 8F: 3 clusters Score -897298.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -897540.375000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -897540.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -897753.687500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -897753.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -897922.437500 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -897922.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -898037.000000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -898037 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -898123.250000 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -898123.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -898185.562500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -898185.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -898235.062500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -898235.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -898278.000000 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -898278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -898308.562500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -898308.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -898327.500000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -898327.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -898339.250000 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -898339.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -898351.312500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -898351.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -898361.937500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -898361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -898368.187500 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -898368.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -898377.625000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -898377.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -898389.500000 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -898389.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -898395.187500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -898395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -898398.625000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -898398.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -898402.000000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -898402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -898405.625000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -898405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -898406.625000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -898406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -898408.375000 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -898408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -898409.750000 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -898409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -898409.375000 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -898409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -898411.500000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -898411.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -898411.000000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -898411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -898410.562500 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -898410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -898411.625000 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -898411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -898412.250000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -898412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -898412.625000 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -898412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -898413.000000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -898413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -898413.312500 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -898413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -898412.187500 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -898412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -898412.187500 Penalty: 4367.094238
	Iteration 42F: 3 clusters Score -898412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -33462.500000 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -33462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32379.957031 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -32379.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32624.029297 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -32624.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32711.943359 Penalty: 2883.808838
	Iteration 2Q: 3 clusters Score -32711.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32753.119141 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -32753.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32794.925781 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -32794.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32828.210938 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -32828.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32886.230469 Penalty: 2883.808838
	Iteration 6Q: 3 clusters Score -32886.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32919.015625 Penalty: 2883.808838
	Iteration 7Q: 3 clusters Score -32919.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32933.398438 Penalty: 2883.808838
	Iteration 8Q: 3 clusters Score -32933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32947.800781 Penalty: 2883.808838
	Iteration 9Q: 3 clusters Score -32947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32962.601562 Penalty: 2883.808838
	Iteration 10Q: 3 clusters Score -32962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33028.605469 Penalty: 2883.808838
	Iteration 11Q: 3 clusters Score -33028.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33063.882812 Penalty: 2883.808838
	Iteration 12Q: 3 clusters Score -33063.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33069.796875 Penalty: 2883.808838
	Iteration 13Q: 3 clusters Score -33069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33069.796875 Penalty: 2883.808838
	Iteration 14F: 3 clusters Score -33069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -902798.500000 Penalty: 2192.392090
	Iteration 0F: 2 clusters Score -902798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -897061.625000 Penalty: 4384.784180
	Iteration 0F: 3 clusters Score -897061.6 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -898667.437500 Penalty: 4384.784180
	Iteration 1F: 3 clusters Score -898667.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -898972.250000 Penalty: 4384.784180
	Iteration 2F: 3 clusters Score -898972.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -899235.187500 Penalty: 4384.784180
	Iteration 3F: 3 clusters Score -899235.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -899513.187500 Penalty: 4384.784180
	Iteration 4F: 3 clusters Score -899513.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -899772.312500 Penalty: 4384.784180
	Iteration 5F: 3 clusters Score -899772.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -900071.812500 Penalty: 4384.784180
	Iteration 6Q: 3 clusters Score -900071.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -900475.125000 Penalty: 4384.784180
	Iteration 7F: 3 clusters Score -900475.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -900966.312500 Penalty: 4384.784180
	Iteration 8F: 3 clusters Score -900966.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -901392.125000 Penalty: 4384.784180
	Iteration 9F: 3 clusters Score -901392.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -901677.625000 Penalty: 4384.784180
	Iteration 10F: 3 clusters Score -901677.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -901833.000000 Penalty: 4384.784180
	Iteration 11Q: 3 clusters Score -901833 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -901914.000000 Penalty: 4384.784180
	Iteration 12Q: 3 clusters Score -901914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -901979.687500 Penalty: 4384.784180
	Iteration 13Q: 3 clusters Score -901979.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -902012.687500 Penalty: 4384.784180
	Iteration 14Q: 3 clusters Score -902012.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -902035.187500 Penalty: 4384.784180
	Iteration 15Q: 3 clusters Score -902035.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -902050.125000 Penalty: 4384.784180
	Iteration 16Q: 3 clusters Score -902050.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -902058.062500 Penalty: 4384.784180
	Iteration 17Q: 3 clusters Score -902058.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -902066.000000 Penalty: 4384.784180
	Iteration 18Q: 3 clusters Score -902066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -902069.937500 Penalty: 4384.784180
	Iteration 19Q: 3 clusters Score -902069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -902074.937500 Penalty: 4384.784180
	Iteration 20F: 3 clusters Score -902074.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -902076.812500 Penalty: 4384.784180
	Iteration 21Q: 3 clusters Score -902076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -902079.500000 Penalty: 4384.784180
	Iteration 22Q: 3 clusters Score -902079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -902083.000000 Penalty: 4384.784180
	Iteration 23Q: 3 clusters Score -902083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -902085.937500 Penalty: 4384.784180
	Iteration 24Q: 3 clusters Score -902085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -902087.000000 Penalty: 4384.784180
	Iteration 25Q: 3 clusters Score -902087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -902089.187500 Penalty: 4384.784180
	Iteration 26Q: 3 clusters Score -902089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -902089.125000 Penalty: 4384.784180
	Iteration 27Q: 3 clusters Score -902089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -902091.687500 Penalty: 4384.784180
	Iteration 28Q: 3 clusters Score -902091.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -902092.625000 Penalty: 4384.784180
	Iteration 29Q: 3 clusters Score -902092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -902094.250000 Penalty: 4384.784180
	Iteration 30Q: 3 clusters Score -902094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -902096.187500 Penalty: 4384.784180
	Iteration 31Q: 3 clusters Score -902096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -902099.000000 Penalty: 4384.784180
	Iteration 32Q: 3 clusters Score -902099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -902104.187500 Penalty: 4384.784180
	Iteration 33Q: 3 clusters Score -902104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -902106.937500 Penalty: 4384.784180
	Iteration 34Q: 3 clusters Score -902106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -902110.312500 Penalty: 4384.784180
	Iteration 35Q: 3 clusters Score -902110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -902111.937500 Penalty: 4384.784180
	Iteration 36Q: 3 clusters Score -902111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -902110.812500 Penalty: 4384.784180
	Iteration 37Q: 3 clusters Score -902110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -902114.437500 Penalty: 4384.784180
	Iteration 38Q: 3 clusters Score -902114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -902114.500000 Penalty: 4384.784180
	Iteration 39Q: 3 clusters Score -902114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -902114.500000 Penalty: 4384.784180
	Iteration 40F: 3 clusters Score -902114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -154880.031250 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -154880 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 602 members 
Entering Unmasked Estep 
Score: -152792.234375 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -152792.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153089.015625 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -153089 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153192.437500 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -153192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153235.921875 Penalty: 3501.570312
	Iteration 3Q: 3 clusters Score -153235.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153263.453125 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -153263.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153289.500000 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -153289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153304.921875 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -153304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153320.046875 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -153320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -153329.875000 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -153329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153341.250000 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -153341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153348.750000 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -153348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153352.500000 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -153352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -153353.578125 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -153353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -153356.593750 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -153356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -153356.593750 Penalty: 3501.570312
	Iteration 14F: 3 clusters Score -153356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Entering Unmasked Estep 
Score: -12863581.000000 Penalty: 2845.154053
	Iteration 0F: 2 clusters Score -1.286358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -12799722.000000 Penalty: 5690.308105
	Iteration 0F: 3 clusters Score -1.279972e+07 nChanged 45301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -12825267.000000 Penalty: 5690.308105
	Iteration 1F: 3 clusters Score -1.282527e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -12826289.000000 Penalty: 5690.308105
	Iteration 2Q: 3 clusters Score -1.282629e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -12827736.000000 Penalty: 5690.308105
	Iteration 3Q: 3 clusters Score -1.282774e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -12829807.000000 Penalty: 5690.308105
	Iteration 4Q: 3 clusters Score -1.282981e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -12832591.000000 Penalty: 5690.308105
	Iteration 5F: 3 clusters Score -1.283259e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -12836225.000000 Penalty: 5690.308105
	Iteration 6F: 3 clusters Score -1.283622e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -12841440.000000 Penalty: 5690.308105
	Iteration 7F: 3 clusters Score -1.284144e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -12847837.000000 Penalty: 5690.308105
	Iteration 8F: 3 clusters Score -1.284784e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -12853271.000000 Penalty: 5690.308105
	Iteration 9F: 3 clusters Score -1.285327e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -12856377.000000 Penalty: 5690.308105
	Iteration 10Q: 3 clusters Score -1.285638e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -12858134.000000 Penalty: 5690.308105
	Iteration 11Q: 3 clusters Score -1.285813e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -12859248.000000 Penalty: 5690.308105
	Iteration 12Q: 3 clusters Score -1.285925e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -12860015.000000 Penalty: 5690.308105
	Iteration 13Q: 3 clusters Score -1.286002e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -12860401.000000 Penalty: 5690.308105
	Iteration 14Q: 3 clusters Score -1.28604e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -12860726.000000 Penalty: 5690.308105
	Iteration 15Q: 3 clusters Score -1.286073e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -12860988.000000 Penalty: 5690.308105
	Iteration 16Q: 3 clusters Score -1.286099e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -12861119.000000 Penalty: 5690.308105
	Iteration 17Q: 3 clusters Score -1.286112e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -12861180.000000 Penalty: 5690.308105
	Iteration 18Q: 3 clusters Score -1.286118e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -12861307.000000 Penalty: 5690.308105
	Iteration 19Q: 3 clusters Score -1.286131e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -12861353.000000 Penalty: 5690.308105
	Iteration 20F: 3 clusters Score -1.286135e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -12861508.000000 Penalty: 5690.308105
	Iteration 21Q: 3 clusters Score -1.286151e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -12861663.000000 Penalty: 5690.308105
	Iteration 22Q: 3 clusters Score -1.286166e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -12861719.000000 Penalty: 5690.308105
	Iteration 23Q: 3 clusters Score -1.286172e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -12861825.000000 Penalty: 5690.308105
	Iteration 24Q: 3 clusters Score -1.286182e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -12861956.000000 Penalty: 5690.308105
	Iteration 25Q: 3 clusters Score -1.286196e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -12862059.000000 Penalty: 5690.308105
	Iteration 26Q: 3 clusters Score -1.286206e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -12862116.000000 Penalty: 5690.308105
	Iteration 27Q: 3 clusters Score -1.286212e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -12862149.000000 Penalty: 5690.308105
	Iteration 28Q: 3 clusters Score -1.286215e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -12862239.000000 Penalty: 5690.308105
	Iteration 29Q: 3 clusters Score -1.286224e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -12862310.000000 Penalty: 5690.308105
	Iteration 30Q: 3 clusters Score -1.286231e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -12862305.000000 Penalty: 5690.308105
	Iteration 31Q: 3 clusters Score -1.28623e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -12862344.000000 Penalty: 5690.308105
	Iteration 32Q: 3 clusters Score -1.286234e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12862387.000000 Penalty: 5690.308105
	Iteration 33Q: 3 clusters Score -1.286239e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -12862390.000000 Penalty: 5690.308105
	Iteration 34Q: 3 clusters Score -1.286239e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -12862391.000000 Penalty: 5690.308105
	Iteration 35Q: 3 clusters Score -1.286239e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -12862409.000000 Penalty: 5690.308105
	Iteration 36Q: 3 clusters Score -1.286241e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -12862384.000000 Penalty: 5690.308105
	Iteration 37Q: 3 clusters Score -1.286238e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -12862420.000000 Penalty: 5690.308105
	Iteration 38Q: 3 clusters Score -1.286242e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -12862451.000000 Penalty: 5690.308105
	Iteration 39Q: 3 clusters Score -1.286245e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -12862442.000000 Penalty: 5690.308105
	Iteration 40F: 3 clusters Score -1.286244e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -12862430.000000 Penalty: 5690.308105
	Iteration 41Q: 3 clusters Score -1.286243e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -12862450.000000 Penalty: 5690.308105
	Iteration 42Q: 3 clusters Score -1.286245e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -12862468.000000 Penalty: 5690.308105
	Iteration 43Q: 3 clusters Score -1.286247e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -12862485.000000 Penalty: 5690.308105
	Iteration 44Q: 3 clusters Score -1.286248e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -12862465.000000 Penalty: 5690.308105
	Iteration 45Q: 3 clusters Score -1.286246e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -12862468.000000 Penalty: 5690.308105
	Iteration 46Q: 3 clusters Score -1.286247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -12862468.000000 Penalty: 5690.308105
	Iteration 47Q: 3 clusters Score -1.286247e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -12862471.000000 Penalty: 5690.308105
	Iteration 48Q: 3 clusters Score -1.286247e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 92221 members 
Entering Unmasked Estep 
Score: -12862443.000000 Penalty: 5690.308105
	Iteration 49Q: 3 clusters Score -1.286244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -12862456.000000 Penalty: 5690.308105
	Iteration 50Q: 3 clusters Score -1.286246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -12862446.000000 Penalty: 5690.308105
	Iteration 51Q: 3 clusters Score -1.286245e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -12862443.000000 Penalty: 5690.308105
	Iteration 52Q: 3 clusters Score -1.286244e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12862437.000000 Penalty: 5690.308105
	Iteration 53Q: 3 clusters Score -1.286244e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -12862454.000000 Penalty: 5690.308105
	Iteration 54Q: 3 clusters Score -1.286245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -12862480.000000 Penalty: 5690.308105
	Iteration 55Q: 3 clusters Score -1.286248e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -12862449.000000 Penalty: 5690.308105
	Iteration 56Q: 3 clusters Score -1.286245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -12862474.000000 Penalty: 5690.308105
	Iteration 57Q: 3 clusters Score -1.286247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -12862453.000000 Penalty: 5690.308105
	Iteration 58Q: 3 clusters Score -1.286245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -12862453.000000 Penalty: 5690.308105
	Iteration 59Q: 3 clusters Score -1.286245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -12862451.000000 Penalty: 5690.308105
	Iteration 60F: 3 clusters Score -1.286245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -12862439.000000 Penalty: 5690.308105
	Iteration 61Q: 3 clusters Score -1.286244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -12862454.000000 Penalty: 5690.308105
	Iteration 62Q: 3 clusters Score -1.286245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -12862450.000000 Penalty: 5690.308105
	Iteration 63Q: 3 clusters Score -1.286245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -12862444.000000 Penalty: 5690.308105
	Iteration 64Q: 3 clusters Score -1.286244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -12862441.000000 Penalty: 5690.308105
	Iteration 65Q: 3 clusters Score -1.286244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -12862453.000000 Penalty: 5690.308105
	Iteration 66Q: 3 clusters Score -1.286245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -12862450.000000 Penalty: 5690.308105
	Iteration 67Q: 3 clusters Score -1.286245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -12862441.000000 Penalty: 5690.308105
	Iteration 68Q: 3 clusters Score -1.286244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -12862441.000000 Penalty: 5690.308105
	Iteration 69Q: 3 clusters Score -1.286244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -12862438.000000 Penalty: 5690.308105
	Iteration 70Q: 3 clusters Score -1.286244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -12862431.000000 Penalty: 5690.308105
	Iteration 71Q: 3 clusters Score -1.286243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -12862427.000000 Penalty: 5690.308105
	Iteration 72Q: 3 clusters Score -1.286243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -12862433.000000 Penalty: 5690.308105
	Iteration 73Q: 3 clusters Score -1.286243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -12862427.000000 Penalty: 5690.308105
	Iteration 74Q: 3 clusters Score -1.286243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -12862432.000000 Penalty: 5690.308105
	Iteration 75Q: 3 clusters Score -1.286243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -12862446.000000 Penalty: 5690.308105
	Iteration 76Q: 3 clusters Score -1.286245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -12862455.000000 Penalty: 5690.308105
	Iteration 77Q: 3 clusters Score -1.286246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -12862449.000000 Penalty: 5690.308105
	Iteration 78Q: 3 clusters Score -1.286245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -12862445.000000 Penalty: 5690.308105
	Iteration 79Q: 3 clusters Score -1.286244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -12862442.000000 Penalty: 5690.308105
	Iteration 80F: 3 clusters Score -1.286244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -12862447.000000 Penalty: 5690.308105
	Iteration 81Q: 3 clusters Score -1.286245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -12862447.000000 Penalty: 5690.308105
	Iteration 82Q: 3 clusters Score -1.286245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -12862446.000000 Penalty: 5690.308105
	Iteration 83Q: 3 clusters Score -1.286245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -12862454.000000 Penalty: 5690.308105
	Iteration 84Q: 3 clusters Score -1.286245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -12862456.000000 Penalty: 5690.308105
	Iteration 85Q: 3 clusters Score -1.286246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -12862456.000000 Penalty: 5690.308105
	Iteration 86Q: 3 clusters Score -1.286246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -12862450.000000 Penalty: 5690.308105
	Iteration 87Q: 3 clusters Score -1.286245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -12862464.000000 Penalty: 5690.308105
	Iteration 88Q: 3 clusters Score -1.286246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -12862464.000000 Penalty: 5690.308105
	Iteration 89Q: 3 clusters Score -1.286246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -12862464.000000 Penalty: 5690.308105
	Iteration 90F: 3 clusters Score -1.286246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Entering Unmasked Estep 
Score: -12808700.000000 Penalty: 2842.599609
	Iteration 0F: 2 clusters Score -1.28087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -12745609.000000 Penalty: 5685.199219
	Iteration 0F: 3 clusters Score -1.274561e+07 nChanged 45040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -12771090.000000 Penalty: 5685.199219
	Iteration 1F: 3 clusters Score -1.277109e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -12771605.000000 Penalty: 5685.199219
	Iteration 2Q: 3 clusters Score -1.27716e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -12772149.000000 Penalty: 5685.199219
	Iteration 3Q: 3 clusters Score -1.277215e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -12772799.000000 Penalty: 5685.199219
	Iteration 4Q: 3 clusters Score -1.27728e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -12773590.000000 Penalty: 5685.199219
	Iteration 5Q: 3 clusters Score -1.277359e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -12774584.000000 Penalty: 5685.199219
	Iteration 6Q: 3 clusters Score -1.277458e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -12776226.000000 Penalty: 5685.199219
	Iteration 7Q: 3 clusters Score -1.277623e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -12778884.000000 Penalty: 5685.199219
	Iteration 8F: 3 clusters Score -1.277888e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -12782943.000000 Penalty: 5685.199219
	Iteration 9F: 3 clusters Score -1.278294e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -12787767.000000 Penalty: 5685.199219
	Iteration 10F: 3 clusters Score -1.278777e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -12792629.000000 Penalty: 5685.199219
	Iteration 11F: 3 clusters Score -1.279263e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -12796785.000000 Penalty: 5685.199219
	Iteration 12F: 3 clusters Score -1.279678e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -12799751.000000 Penalty: 5685.199219
	Iteration 13Q: 3 clusters Score -1.279975e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -12801503.000000 Penalty: 5685.199219
	Iteration 14Q: 3 clusters Score -1.28015e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -12802337.000000 Penalty: 5685.199219
	Iteration 15Q: 3 clusters Score -1.280234e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -12802726.000000 Penalty: 5685.199219
	Iteration 16Q: 3 clusters Score -1.280273e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -12803052.000000 Penalty: 5685.199219
	Iteration 17Q: 3 clusters Score -1.280305e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -12803041.000000 Penalty: 5685.199219
	Iteration 18Q: 3 clusters Score -1.280304e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -12803060.000000 Penalty: 5685.199219
	Iteration 19Q: 3 clusters Score -1.280306e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -12803033.000000 Penalty: 5685.199219
	Iteration 20F: 3 clusters Score -1.280303e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -12802962.000000 Penalty: 5685.199219
	Iteration 21Q: 3 clusters Score -1.280296e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -12802860.000000 Penalty: 5685.199219
	Iteration 22Q: 3 clusters Score -1.280286e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -12802697.000000 Penalty: 5685.199219
	Iteration 23Q: 3 clusters Score -1.28027e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -12802618.000000 Penalty: 5685.199219
	Iteration 24Q: 3 clusters Score -1.280262e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -12802509.000000 Penalty: 5685.199219
	Iteration 25Q: 3 clusters Score -1.280251e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -12802463.000000 Penalty: 5685.199219
	Iteration 26Q: 3 clusters Score -1.280246e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -12802468.000000 Penalty: 5685.199219
	Iteration 27Q: 3 clusters Score -1.280247e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -12802345.000000 Penalty: 5685.199219
	Iteration 28Q: 3 clusters Score -1.280234e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -12802097.000000 Penalty: 5685.199219
	Iteration 29Q: 3 clusters Score -1.28021e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -12801974.000000 Penalty: 5685.199219
	Iteration 30Q: 3 clusters Score -1.280197e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -12801937.000000 Penalty: 5685.199219
	Iteration 31Q: 3 clusters Score -1.280194e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -12801951.000000 Penalty: 5685.199219
	Iteration 32Q: 3 clusters Score -1.280195e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -12801938.000000 Penalty: 5685.199219
	Iteration 33Q: 3 clusters Score -1.280194e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -12802031.000000 Penalty: 5685.199219
	Iteration 34Q: 3 clusters Score -1.280203e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -12801971.000000 Penalty: 5685.199219
	Iteration 35Q: 3 clusters Score -1.280197e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -12801885.000000 Penalty: 5685.199219
	Iteration 36Q: 3 clusters Score -1.280188e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -12801909.000000 Penalty: 5685.199219
	Iteration 37Q: 3 clusters Score -1.280191e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -12801829.000000 Penalty: 5685.199219
	Iteration 38Q: 3 clusters Score -1.280183e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -12801936.000000 Penalty: 5685.199219
	Iteration 39Q: 3 clusters Score -1.280194e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -12802392.000000 Penalty: 5685.199219
	Iteration 40F: 3 clusters Score -1.280239e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -12802854.000000 Penalty: 5685.199219
	Iteration 41Q: 3 clusters Score -1.280285e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -12803143.000000 Penalty: 5685.199219
	Iteration 42Q: 3 clusters Score -1.280314e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -12803475.000000 Penalty: 5685.199219
	Iteration 43Q: 3 clusters Score -1.280348e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -12803699.000000 Penalty: 5685.199219
	Iteration 44Q: 3 clusters Score -1.28037e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -12803856.000000 Penalty: 5685.199219
	Iteration 45Q: 3 clusters Score -1.280386e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -12804030.000000 Penalty: 5685.199219
	Iteration 46Q: 3 clusters Score -1.280403e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -12804103.000000 Penalty: 5685.199219
	Iteration 47Q: 3 clusters Score -1.28041e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -12804163.000000 Penalty: 5685.199219
	Iteration 48Q: 3 clusters Score -1.280416e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -12804221.000000 Penalty: 5685.199219
	Iteration 49Q: 3 clusters Score -1.280422e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -12804217.000000 Penalty: 5685.199219
	Iteration 50Q: 3 clusters Score -1.280422e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -12804221.000000 Penalty: 5685.199219
	Iteration 51Q: 3 clusters Score -1.280422e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -12804190.000000 Penalty: 5685.199219
	Iteration 52Q: 3 clusters Score -1.280419e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -12804208.000000 Penalty: 5685.199219
	Iteration 53Q: 3 clusters Score -1.280421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -12804234.000000 Penalty: 5685.199219
	Iteration 54Q: 3 clusters Score -1.280423e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -12804237.000000 Penalty: 5685.199219
	Iteration 55Q: 3 clusters Score -1.280424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -12804219.000000 Penalty: 5685.199219
	Iteration 56Q: 3 clusters Score -1.280422e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -12804203.000000 Penalty: 5685.199219
	Iteration 57Q: 3 clusters Score -1.28042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -12804182.000000 Penalty: 5685.199219
	Iteration 58Q: 3 clusters Score -1.280418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -12804191.000000 Penalty: 5685.199219
	Iteration 59Q: 3 clusters Score -1.280419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -12804195.000000 Penalty: 5685.199219
	Iteration 60F: 3 clusters Score -1.28042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -12804178.000000 Penalty: 5685.199219
	Iteration 61Q: 3 clusters Score -1.280418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -12804186.000000 Penalty: 5685.199219
	Iteration 62Q: 3 clusters Score -1.280419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -12804197.000000 Penalty: 5685.199219
	Iteration 63Q: 3 clusters Score -1.28042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -12804201.000000 Penalty: 5685.199219
	Iteration 64Q: 3 clusters Score -1.28042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -12804181.000000 Penalty: 5685.199219
	Iteration 65Q: 3 clusters Score -1.280418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -12804182.000000 Penalty: 5685.199219
	Iteration 66Q: 3 clusters Score -1.280418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -12804183.000000 Penalty: 5685.199219
	Iteration 67Q: 3 clusters Score -1.280418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -12804183.000000 Penalty: 5685.199219
	Iteration 68Q: 3 clusters Score -1.280418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -12804185.000000 Penalty: 5685.199219
	Iteration 69Q: 3 clusters Score -1.280418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -12804192.000000 Penalty: 5685.199219
	Iteration 70Q: 3 clusters Score -1.280419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -12804201.000000 Penalty: 5685.199219
	Iteration 71Q: 3 clusters Score -1.28042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -12804204.000000 Penalty: 5685.199219
	Iteration 72Q: 3 clusters Score -1.28042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -12804204.000000 Penalty: 5685.199219
	Iteration 73F: 3 clusters Score -1.28042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38028.238281 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -38028.24 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38328.074219 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38328.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38588.140625 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -38588.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38785.312500 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -38785.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38881.699219 Penalty: 2916.744385
	Iteration 4F: 3 clusters Score -38881.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38990.125000 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -38990.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39052.730469 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -39052.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39094.781250 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -39094.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39094.781250 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -39094.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 20001 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112102 members 
Mstep: Class 14 contains 38068 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 55415 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 96028 members 
Mstep: Class 23 contains 95044 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782852.000000 Penalty: 74571.539062
Iteration 199Q: 24 clusters Score -6.278285e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3922 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 111757 members 
Mstep: Class 14 contains 37897 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 55535 members 
Mstep: Class 18 contains 6618 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 94856 members 
Mstep: Class 23 contains 96704 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62782708.000000 Penalty: 74571.539062
Iteration 200F: 24 clusters Score -6.278271e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 19978 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 111483 members 
Mstep: Class 14 contains 37741 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 55707 members 
Mstep: Class 18 contains 6571 members 
Mstep: Class 19 contains 338 members 
Mstep: Class 20 contains 6930 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 93580 members 
Mstep: Class 23 contains 98330 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783168.000000 Penalty: 74571.539062
Iteration 201Q: 24 clusters Score -6.278317e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3950 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 19978 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 111532 members 
Mstep: Class 14 contains 37589 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 55830 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 92183 members 
Mstep: Class 23 contains 99763 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783660.000000 Penalty: 74571.539062
Iteration 202Q: 24 clusters Score -6.278366e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19969 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 112080 members 
Mstep: Class 14 contains 37464 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 55815 members 
Mstep: Class 18 contains 6502 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 90650 members 
Mstep: Class 23 contains 100940 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783868.000000 Penalty: 74571.539062
Iteration 203Q: 24 clusters Score -6.278387e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19952 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 113058 members 
Mstep: Class 14 contains 37348 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 55715 members 
Mstep: Class 18 contains 6471 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 88811 members 
Mstep: Class 23 contains 102090 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783964.000000 Penalty: 74571.539062
Iteration 204Q: 24 clusters Score -6.278396e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19940 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 114615 members 
Mstep: Class 14 contains 37201 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 55521 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 86425 members 
Mstep: Class 23 contains 103348 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784172.000000 Penalty: 74571.539062
Iteration 205Q: 24 clusters Score -6.278417e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19943 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 116776 members 
Mstep: Class 14 contains 37104 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 55252 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 83218 members 
Mstep: Class 23 contains 104820 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62784048.000000 Penalty: 74571.539062
Iteration 206Q: 24 clusters Score -6.278405e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19954 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 119644 members 
Mstep: Class 14 contains 37027 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 54916 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 79051 members 
Mstep: Class 23 contains 106593 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62783556.000000 Penalty: 74571.539062
Iteration 207Q: 24 clusters Score -6.278356e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19971 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 123211 members 
Mstep: Class 14 contains 36991 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 54513 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6794 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 73634 members 
Mstep: Class 23 contains 108944 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781756.000000 Penalty: 74571.539062
Iteration 208Q: 24 clusters Score -6.278176e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19959 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 127907 members 
Mstep: Class 14 contains 37012 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 54034 members 
Mstep: Class 18 contains 6364 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 66328 members 
Mstep: Class 23 contains 111990 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778648.000000 Penalty: 74571.539062
Iteration 209Q: 24 clusters Score -6.277865e+07 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 19999 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 133752 members 
Mstep: Class 14 contains 37187 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 53459 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 57121 members 
Mstep: Class 23 contains 115637 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772636.000000 Penalty: 74571.539062
Iteration 210Q: 24 clusters Score -6.277264e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20067 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 138118 members 
Mstep: Class 14 contains 37683 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 52966 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 48518 members 
Mstep: Class 23 contains 119507 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763412.000000 Penalty: 74571.539062
Iteration 211Q: 24 clusters Score -6.276341e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 138441 members 
Mstep: Class 14 contains 38524 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 52546 members 
Mstep: Class 18 contains 6542 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6709 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 43655 members 
Mstep: Class 23 contains 123153 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758516.000000 Penalty: 74571.539062
Iteration 212Q: 24 clusters Score -6.275852e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20242 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 137027 members 
Mstep: Class 14 contains 39435 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 52168 members 
Mstep: Class 18 contains 6663 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 40643 members 
Mstep: Class 23 contains 126467 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755628.000000 Penalty: 74571.539062
Iteration 213Q: 24 clusters Score -6.275563e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20337 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 134807 members 
Mstep: Class 14 contains 40343 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 51803 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 38750 members 
Mstep: Class 23 contains 129476 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754288.000000 Penalty: 74571.539062
Iteration 214Q: 24 clusters Score -6.275429e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2399 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20410 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 132590 members 
Mstep: Class 14 contains 41237 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 51438 members 
Mstep: Class 18 contains 6856 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 132031 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753568.000000 Penalty: 74571.539062
Iteration 215Q: 24 clusters Score -6.275357e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20493 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 130264 members 
Mstep: Class 14 contains 42054 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 51136 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 36583 members 
Mstep: Class 23 contains 134323 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753704.000000 Penalty: 74571.539062
Iteration 216Q: 24 clusters Score -6.27537e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20563 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 128104 members 
Mstep: Class 14 contains 42740 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 50907 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 35944 members 
Mstep: Class 23 contains 136356 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754144.000000 Penalty: 74571.539062
Iteration 217Q: 24 clusters Score -6.275414e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20601 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 126206 members 
Mstep: Class 14 contains 43319 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 50676 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 6543 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 35467 members 
Mstep: Class 23 contains 138139 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754536.000000 Penalty: 74571.539062
Iteration 218Q: 24 clusters Score -6.275454e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20662 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 124497 members 
Mstep: Class 14 contains 43834 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 50474 members 
Mstep: Class 18 contains 7154 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 6514 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 35089 members 
Mstep: Class 23 contains 139662 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755272.000000 Penalty: 74571.539062
Iteration 219Q: 24 clusters Score -6.275527e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 123059 members 
Mstep: Class 14 contains 44334 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 50282 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 34779 members 
Mstep: Class 23 contains 140916 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760472.000000 Penalty: 74571.539062
Iteration 220F: 24 clusters Score -6.276047e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3635 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 129271 members 
Mstep: Class 14 contains 44718 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 27181 members 
Mstep: Class 23 contains 142039 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756352.000000 Penalty: 74571.539062
Iteration 221Q: 24 clusters Score -6.275635e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 20815 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 133711 members 
Mstep: Class 14 contains 45408 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 49860 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 6432 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 20186 members 
Mstep: Class 23 contains 143705 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753304.000000 Penalty: 74571.539062
Iteration 222Q: 24 clusters Score -6.27533e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 20926 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136310 members 
Mstep: Class 14 contains 46241 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 49739 members 
Mstep: Class 18 contains 7510 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 6407 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 14913 members 
Mstep: Class 23 contains 145228 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752432.000000 Penalty: 74571.539062
Iteration 223Q: 24 clusters Score -6.275243e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 137734 members 
Mstep: Class 14 contains 47156 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 49608 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 351 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 146389 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752540.000000 Penalty: 74571.539062
Iteration 224Q: 24 clusters Score -6.275254e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 21086 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138508 members 
Mstep: Class 14 contains 48020 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 49473 members 
Mstep: Class 18 contains 7779 members 
Mstep: Class 19 contains 352 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8594 members 
Mstep: Class 23 contains 147041 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752428.000000 Penalty: 74571.539062
Iteration 225Q: 24 clusters Score -6.275243e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 21164 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138850 members 
Mstep: Class 14 contains 48879 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 49290 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 352 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 6908 members 
Mstep: Class 23 contains 147394 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752504.000000 Penalty: 74571.539062
Iteration 226Q: 24 clusters Score -6.27525e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 21245 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138951 members 
Mstep: Class 14 contains 49696 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 49077 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 352 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 5737 members 
Mstep: Class 23 contains 147528 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752540.000000 Penalty: 74571.539062
Iteration 227Q: 24 clusters Score -6.275254e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 21300 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138918 members 
Mstep: Class 14 contains 50510 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 48885 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 352 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 4933 members 
Mstep: Class 23 contains 147450 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752532.000000 Penalty: 74571.539062
Iteration 228Q: 24 clusters Score -6.275253e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 21345 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138892 members 
Mstep: Class 14 contains 51258 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 48675 members 
Mstep: Class 18 contains 8192 members 
Mstep: Class 19 contains 352 members 
Mstep: Class 20 contains 6338 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 4388 members 
Mstep: Class 23 contains 147248 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752584.000000 Penalty: 74571.539062
Iteration 229Q: 24 clusters Score -6.275258e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 21382 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138887 members 
Mstep: Class 14 contains 51930 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 48501 members 
Mstep: Class 18 contains 8278 members 
Mstep: Class 19 contains 353 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 146926 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752888.000000 Penalty: 74571.539062
Iteration 230Q: 24 clusters Score -6.275289e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138866 members 
Mstep: Class 14 contains 52602 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 48352 members 
Mstep: Class 18 contains 8335 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 146531 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752880.000000 Penalty: 74571.539062
Iteration 231Q: 24 clusters Score -6.275288e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21475 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138808 members 
Mstep: Class 14 contains 53265 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 48232 members 
Mstep: Class 18 contains 8395 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 3470 members 
Mstep: Class 23 contains 146078 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753204.000000 Penalty: 74571.539062
Iteration 232Q: 24 clusters Score -6.27532e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138796 members 
Mstep: Class 14 contains 53903 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 48126 members 
Mstep: Class 18 contains 8455 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6338 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 145560 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753480.000000 Penalty: 74571.539062
Iteration 233Q: 24 clusters Score -6.275348e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 2883 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21528 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138831 members 
Mstep: Class 14 contains 54541 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 48010 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 145025 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753508.000000 Penalty: 74571.539062
Iteration 234Q: 24 clusters Score -6.275351e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138918 members 
Mstep: Class 14 contains 55138 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 47896 members 
Mstep: Class 18 contains 8573 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 144467 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753512.000000 Penalty: 74571.539062
Iteration 235Q: 24 clusters Score -6.275351e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21543 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138946 members 
Mstep: Class 14 contains 55745 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 47818 members 
Mstep: Class 18 contains 8630 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6356 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 143876 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753636.000000 Penalty: 74571.539062
Iteration 236Q: 24 clusters Score -6.275364e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 2883 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21555 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138975 members 
Mstep: Class 14 contains 56306 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 47749 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6358 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 143333 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753976.000000 Penalty: 74571.539062
Iteration 237Q: 24 clusters Score -6.275398e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 21567 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 138992 members 
Mstep: Class 14 contains 56856 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 47663 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6357 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 142820 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754076.000000 Penalty: 74571.539062
Iteration 238Q: 24 clusters Score -6.275408e+07 nChanged 1503
Entering ConstructFrom: 
Score: -62754076.000000 Penalty: 74571.539062
Entering ConstructFrom: 
Trying to split cluster 1 (33102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Entering Unmasked Estep 
Score: -4518447.000000 Penalty: 2581.022461
	Iteration 0F: 2 clusters Score -4518447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4495788.000000 Penalty: 5162.044922
	Iteration 0F: 3 clusters Score -4495788 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4504233.500000 Penalty: 5162.044922
	Iteration 1F: 3 clusters Score -4504234 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4504818.500000 Penalty: 5162.044922
	Iteration 2Q: 3 clusters Score -4504818 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4505387.500000 Penalty: 5162.044922
	Iteration 3Q: 3 clusters Score -4505388 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -4505988.500000 Penalty: 5162.044922
	Iteration 4Q: 3 clusters Score -4505988 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4506772.500000 Penalty: 5162.044922
	Iteration 5Q: 3 clusters Score -4506772 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4507817.500000 Penalty: 5162.044922
	Iteration 6F: 3 clusters Score -4507818 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4509257.000000 Penalty: 5162.044922
	Iteration 7F: 3 clusters Score -4509257 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -4510917.000000 Penalty: 5162.044922
	Iteration 8F: 3 clusters Score -4510917 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4512558.000000 Penalty: 5162.044922
	Iteration 9F: 3 clusters Score -4512558 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4513828.000000 Penalty: 5162.044922
	Iteration 10Q: 3 clusters Score -4513828 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4514748.000000 Penalty: 5162.044922
	Iteration 11Q: 3 clusters Score -4514748 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4515298.000000 Penalty: 5162.044922
	Iteration 12Q: 3 clusters Score -4515298 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4515634.500000 Penalty: 5162.044922
	Iteration 13Q: 3 clusters Score -4515634 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4515857.000000 Penalty: 5162.044922
	Iteration 14Q: 3 clusters Score -4515857 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4515981.000000 Penalty: 5162.044922
	Iteration 15Q: 3 clusters Score -4515981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4516051.500000 Penalty: 5162.044922
	Iteration 16Q: 3 clusters Score -4516052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4516094.500000 Penalty: 5162.044922
	Iteration 17Q: 3 clusters Score -4516094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4516138.500000 Penalty: 5162.044922
	Iteration 18Q: 3 clusters Score -4516138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4516185.500000 Penalty: 5162.044922
	Iteration 19Q: 3 clusters Score -4516186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4516219.000000 Penalty: 5162.044922
	Iteration 20F: 3 clusters Score -4516219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4516222.000000 Penalty: 5162.044922
	Iteration 21Q: 3 clusters Score -4516222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4516235.500000 Penalty: 5162.044922
	Iteration 22Q: 3 clusters Score -4516236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4516235.500000 Penalty: 5162.044922
	Iteration 23Q: 3 clusters Score -4516236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4516241.500000 Penalty: 5162.044922
	Iteration 24Q: 3 clusters Score -4516242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4516248.000000 Penalty: 5162.044922
	Iteration 25Q: 3 clusters Score -4516248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4516251.000000 Penalty: 5162.044922
	Iteration 26Q: 3 clusters Score -4516251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4516251.500000 Penalty: 5162.044922
	Iteration 27Q: 3 clusters Score -4516252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4516253.000000 Penalty: 5162.044922
	Iteration 28Q: 3 clusters Score -4516253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4516252.500000 Penalty: 5162.044922
	Iteration 29Q: 3 clusters Score -4516252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4516256.000000 Penalty: 5162.044922
	Iteration 30Q: 3 clusters Score -4516256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4516256.000000 Penalty: 5162.044922
	Iteration 31Q: 3 clusters Score -4516256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4516256.000000 Penalty: 5162.044922
	Iteration 32F: 3 clusters Score -4516256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -41759.667969 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -41759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40420.191406 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -40420.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40633.667969 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -40633.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40791.863281 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -40791.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40856.941406 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -40856.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40893.066406 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -40893.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40947.445312 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -40947.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41076.078125 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -41076.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41135.035156 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -41135.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41250.757812 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -41250.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41282.574219 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -41282.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41302.406250 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -41302.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41331.242188 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -41331.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41591.199219 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -41591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41640.550781 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -41640.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41668.726562 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -41668.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41668.726562 Penalty: 2960.479004
	Iteration 15F: 3 clusters Score -41668.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -421869.218750 Penalty: 2009.216064
	Iteration 0F: 2 clusters Score -421869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -418452.000000 Penalty: 4018.432129
	Iteration 0F: 3 clusters Score -418452 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419182.750000 Penalty: 4018.432129
	Iteration 1F: 3 clusters Score -419182.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -419408.062500 Penalty: 4018.432129
	Iteration 2F: 3 clusters Score -419408.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -419560.000000 Penalty: 4018.432129
	Iteration 3F: 3 clusters Score -419560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -419691.312500 Penalty: 4018.432129
	Iteration 4Q: 3 clusters Score -419691.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -419805.593750 Penalty: 4018.432129
	Iteration 5Q: 3 clusters Score -419805.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -419918.812500 Penalty: 4018.432129
	Iteration 6Q: 3 clusters Score -419918.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -420020.125000 Penalty: 4018.432129
	Iteration 7Q: 3 clusters Score -420020.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -420127.187500 Penalty: 4018.432129
	Iteration 8Q: 3 clusters Score -420127.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -420214.843750 Penalty: 4018.432129
	Iteration 9Q: 3 clusters Score -420214.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -420275.125000 Penalty: 4018.432129
	Iteration 10Q: 3 clusters Score -420275.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -420325.687500 Penalty: 4018.432129
	Iteration 11Q: 3 clusters Score -420325.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -420356.062500 Penalty: 4018.432129
	Iteration 12Q: 3 clusters Score -420356.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -420381.156250 Penalty: 4018.432129
	Iteration 13Q: 3 clusters Score -420381.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -420402.187500 Penalty: 4018.432129
	Iteration 14Q: 3 clusters Score -420402.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -420417.750000 Penalty: 4018.432129
	Iteration 15Q: 3 clusters Score -420417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -420427.937500 Penalty: 4018.432129
	Iteration 16Q: 3 clusters Score -420427.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -420438.187500 Penalty: 4018.432129
	Iteration 17Q: 3 clusters Score -420438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -420442.406250 Penalty: 4018.432129
	Iteration 18Q: 3 clusters Score -420442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -420446.531250 Penalty: 4018.432129
	Iteration 19Q: 3 clusters Score -420446.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -420450.312500 Penalty: 4018.432129
	Iteration 20F: 3 clusters Score -420450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -420457.062500 Penalty: 4018.432129
	Iteration 21Q: 3 clusters Score -420457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -420466.031250 Penalty: 4018.432129
	Iteration 22Q: 3 clusters Score -420466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -420470.656250 Penalty: 4018.432129
	Iteration 23Q: 3 clusters Score -420470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -420475.625000 Penalty: 4018.432129
	Iteration 24Q: 3 clusters Score -420475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -420477.500000 Penalty: 4018.432129
	Iteration 25Q: 3 clusters Score -420477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -420482.437500 Penalty: 4018.432129
	Iteration 26Q: 3 clusters Score -420482.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420486.968750 Penalty: 4018.432129
	Iteration 27Q: 3 clusters Score -420487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420488.062500 Penalty: 4018.432129
	Iteration 28Q: 3 clusters Score -420488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -420490.375000 Penalty: 4018.432129
	Iteration 29Q: 3 clusters Score -420490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -420491.125000 Penalty: 4018.432129
	Iteration 30Q: 3 clusters Score -420491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -420492.000000 Penalty: 4018.432129
	Iteration 31Q: 3 clusters Score -420492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -420493.500000 Penalty: 4018.432129
	Iteration 32Q: 3 clusters Score -420493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -420494.906250 Penalty: 4018.432129
	Iteration 33Q: 3 clusters Score -420494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -420497.218750 Penalty: 4018.432129
	Iteration 34Q: 3 clusters Score -420497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -420498.875000 Penalty: 4018.432129
	Iteration 35Q: 3 clusters Score -420498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -420499.656250 Penalty: 4018.432129
	Iteration 36Q: 3 clusters Score -420499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -420499.656250 Penalty: 4018.432129
	Iteration 37F: 3 clusters Score -420499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -192051.281250 Penalty: 1814.997803
	Iteration 0F: 2 clusters Score -192051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189717.484375 Penalty: 3629.995605
	Iteration 0F: 3 clusters Score -189717.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -190130.109375 Penalty: 3629.995605
	Iteration 1F: 3 clusters Score -190130.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -190241.890625 Penalty: 3629.995605
	Iteration 2F: 3 clusters Score -190241.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -190307.859375 Penalty: 3629.995605
	Iteration 3Q: 3 clusters Score -190307.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -190358.484375 Penalty: 3629.995605
	Iteration 4Q: 3 clusters Score -190358.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -190388.921875 Penalty: 3629.995605
	Iteration 5Q: 3 clusters Score -190388.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190412.437500 Penalty: 3629.995605
	Iteration 6Q: 3 clusters Score -190412.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -190423.875000 Penalty: 3629.995605
	Iteration 7Q: 3 clusters Score -190423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -190433.015625 Penalty: 3629.995605
	Iteration 8Q: 3 clusters Score -190433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -190441.578125 Penalty: 3629.995605
	Iteration 9Q: 3 clusters Score -190441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -190446.796875 Penalty: 3629.995605
	Iteration 10Q: 3 clusters Score -190446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -190449.328125 Penalty: 3629.995605
	Iteration 11Q: 3 clusters Score -190449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -190454.265625 Penalty: 3629.995605
	Iteration 12Q: 3 clusters Score -190454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -190456.281250 Penalty: 3629.995605
	Iteration 13Q: 3 clusters Score -190456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -190461.218750 Penalty: 3629.995605
	Iteration 14Q: 3 clusters Score -190461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -190463.546875 Penalty: 3629.995605
	Iteration 15Q: 3 clusters Score -190463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -190465.468750 Penalty: 3629.995605
	Iteration 16Q: 3 clusters Score -190465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190466.109375 Penalty: 3629.995605
	Iteration 17Q: 3 clusters Score -190466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190466.109375 Penalty: 3629.995605
	Iteration 18F: 3 clusters Score -190466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -12457.003906 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -12457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11587.249023 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -11587.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11611.478516 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -11611.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11611.478516 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -11611.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84398.664062 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84398.66 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84849.640625 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84849.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85118.179688 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85118.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85307.718750 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85307.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85510.835938 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -85510.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85695.132812 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -85695.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85799.804688 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -85799.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85859.046875 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -85859.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85886.062500 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -85886.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85901.796875 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -85901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85913.296875 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -85913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85921.734375 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -85921.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85932.742188 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -85932.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85957.421875 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -85957.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85967.320312 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -85967.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85970.765625 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -85970.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85974.953125 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -85974.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85978.304688 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -85978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85983.921875 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -85983.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85983.921875 Penalty: 3291.429688
	Iteration 19F: 3 clusters Score -85983.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -366175.843750 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -366175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -363133.500000 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -363133.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -363747.875000 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -363747.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -363917.687500 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -363917.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -364031.156250 Penalty: 3919.817139
	Iteration 3F: 3 clusters Score -364031.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -364132.750000 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -364132.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -364220.781250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -364220.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -364281.718750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -364281.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -364318.906250 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -364318.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -364350.000000 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -364350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -364384.906250 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -364384.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -364412.843750 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -364412.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -364437.875000 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -364437.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -364461.250000 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -364461.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -364479.531250 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -364479.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -364500.875000 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -364500.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -364534.750000 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -364534.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -364565.093750 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -364565.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -364582.656250 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -364582.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -364592.562500 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -364592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -364602.500000 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -364602.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -364613.187500 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -364613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -364619.062500 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -364619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -364622.625000 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -364622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -364626.843750 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -364626.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -364637.437500 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -364637.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -364654.093750 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -364654.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -364662.468750 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -364662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -364670.187500 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -364670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -364678.281250 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -364678.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -364688.281250 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -364688.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -364697.156250 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -364697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -364708.093750 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -364708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -364719.625000 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -364719.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -364729.500000 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -364729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -364737.593750 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -364737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -364743.437500 Penalty: 3919.817139
	Iteration 35Q: 3 clusters Score -364743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -364748.656250 Penalty: 3919.817139
	Iteration 36Q: 3 clusters Score -364748.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -364755.906250 Penalty: 3919.817139
	Iteration 37Q: 3 clusters Score -364755.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -364764.750000 Penalty: 3919.817139
	Iteration 38Q: 3 clusters Score -364764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -364770.156250 Penalty: 3919.817139
	Iteration 39Q: 3 clusters Score -364770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -364777.937500 Penalty: 3919.817139
	Iteration 40F: 3 clusters Score -364777.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -364785.875000 Penalty: 3919.817139
	Iteration 41Q: 3 clusters Score -364785.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -364797.125000 Penalty: 3919.817139
	Iteration 42Q: 3 clusters Score -364797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -364803.218750 Penalty: 3919.817139
	Iteration 43Q: 3 clusters Score -364803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -364807.718750 Penalty: 3919.817139
	Iteration 44Q: 3 clusters Score -364807.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -364812.218750 Penalty: 3919.817139
	Iteration 45Q: 3 clusters Score -364812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -364812.875000 Penalty: 3919.817139
	Iteration 46Q: 3 clusters Score -364812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -364813.968750 Penalty: 3919.817139
	Iteration 47Q: 3 clusters Score -364814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -364814.500000 Penalty: 3919.817139
	Iteration 48Q: 3 clusters Score -364814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -364815.968750 Penalty: 3919.817139
	Iteration 49Q: 3 clusters Score -364816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -364818.718750 Penalty: 3919.817139
	Iteration 50Q: 3 clusters Score -364818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -364821.812500 Penalty: 3919.817139
	Iteration 51Q: 3 clusters Score -364821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -364822.031250 Penalty: 3919.817139
	Iteration 52Q: 3 clusters Score -364822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -364823.406250 Penalty: 3919.817139
	Iteration 53Q: 3 clusters Score -364823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -364824.187500 Penalty: 3919.817139
	Iteration 54Q: 3 clusters Score -364824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -364824.906250 Penalty: 3919.817139
	Iteration 55Q: 3 clusters Score -364824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -364826.906250 Penalty: 3919.817139
	Iteration 56Q: 3 clusters Score -364826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -364830.000000 Penalty: 3919.817139
	Iteration 57Q: 3 clusters Score -364830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -364833.781250 Penalty: 3919.817139
	Iteration 58Q: 3 clusters Score -364833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -364838.875000 Penalty: 3919.817139
	Iteration 59Q: 3 clusters Score -364838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -364840.375000 Penalty: 3919.817139
	Iteration 60F: 3 clusters Score -364840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -364841.062500 Penalty: 3919.817139
	Iteration 61Q: 3 clusters Score -364841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -364841.687500 Penalty: 3919.817139
	Iteration 62Q: 3 clusters Score -364841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -364841.687500 Penalty: 3919.817139
	Iteration 63F: 3 clusters Score -364841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -368751.937500 Penalty: 1975.541382
	Iteration 0F: 2 clusters Score -368751.9 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 1434 members 
Entering Unmasked Estep 
Score: -365539.937500 Penalty: 3951.082764
	Iteration 0F: 3 clusters Score -365539.9 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -366197.312500 Penalty: 3951.082764
	Iteration 1F: 3 clusters Score -366197.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -366355.937500 Penalty: 3951.082764
	Iteration 2F: 3 clusters Score -366355.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366438.812500 Penalty: 3951.082764
	Iteration 3Q: 3 clusters Score -366438.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366501.906250 Penalty: 3951.082764
	Iteration 4Q: 3 clusters Score -366501.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -366541.031250 Penalty: 3951.082764
	Iteration 5Q: 3 clusters Score -366541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366572.187500 Penalty: 3951.082764
	Iteration 6Q: 3 clusters Score -366572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -366594.843750 Penalty: 3951.082764
	Iteration 7Q: 3 clusters Score -366594.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366612.437500 Penalty: 3951.082764
	Iteration 8Q: 3 clusters Score -366612.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366620.968750 Penalty: 3951.082764
	Iteration 9Q: 3 clusters Score -366621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -366627.125000 Penalty: 3951.082764
	Iteration 10Q: 3 clusters Score -366627.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -366633.250000 Penalty: 3951.082764
	Iteration 11Q: 3 clusters Score -366633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366637.406250 Penalty: 3951.082764
	Iteration 12Q: 3 clusters Score -366637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -366639.750000 Penalty: 3951.082764
	Iteration 13Q: 3 clusters Score -366639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366643.093750 Penalty: 3951.082764
	Iteration 14Q: 3 clusters Score -366643.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366647.343750 Penalty: 3951.082764
	Iteration 15Q: 3 clusters Score -366647.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366649.281250 Penalty: 3951.082764
	Iteration 16Q: 3 clusters Score -366649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366649.593750 Penalty: 3951.082764
	Iteration 17Q: 3 clusters Score -366649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366650.125000 Penalty: 3951.082764
	Iteration 18Q: 3 clusters Score -366650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366651.812500 Penalty: 3951.082764
	Iteration 19Q: 3 clusters Score -366651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366655.687500 Penalty: 3951.082764
	Iteration 20F: 3 clusters Score -366655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366660.875000 Penalty: 3951.082764
	Iteration 21Q: 3 clusters Score -366660.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366663.500000 Penalty: 3951.082764
	Iteration 22Q: 3 clusters Score -366663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -366668.093750 Penalty: 3951.082764
	Iteration 23Q: 3 clusters Score -366668.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -366671.031250 Penalty: 3951.082764
	Iteration 24Q: 3 clusters Score -366671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -366674.375000 Penalty: 3951.082764
	Iteration 25Q: 3 clusters Score -366674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366675.562500 Penalty: 3951.082764
	Iteration 26Q: 3 clusters Score -366675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -366677.343750 Penalty: 3951.082764
	Iteration 27Q: 3 clusters Score -366677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366680.281250 Penalty: 3951.082764
	Iteration 28Q: 3 clusters Score -366680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366681.218750 Penalty: 3951.082764
	Iteration 29Q: 3 clusters Score -366681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -366682.031250 Penalty: 3951.082764
	Iteration 30Q: 3 clusters Score -366682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366682.125000 Penalty: 3951.082764
	Iteration 31Q: 3 clusters Score -366682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366682.125000 Penalty: 3951.082764
	Iteration 32F: 3 clusters Score -366682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -245675.812500 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -245675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243097.328125 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -243097.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -243539.453125 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -243539.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -243669.093750 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -243669.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243735.343750 Penalty: 3730.036377
	Iteration 3Q: 3 clusters Score -243735.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -243765.921875 Penalty: 3730.036377
	Iteration 4Q: 3 clusters Score -243765.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -243785.578125 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -243785.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -243797.406250 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -243797.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -243810.484375 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -243810.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -243820.859375 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -243820.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -243833.765625 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -243833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -243846.515625 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -243846.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243856.875000 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -243856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243868.656250 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -243868.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -243874.375000 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -243874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -243878.640625 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -243878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -243879.921875 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -243879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -243882.578125 Penalty: 3730.036377
	Iteration 16Q: 3 clusters Score -243882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -243882.578125 Penalty: 3730.036377
	Iteration 17F: 3 clusters Score -243882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -76675.734375 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -76675.73 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 315 members 
Entering Unmasked Estep 
Score: -75025.953125 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -75025.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75306.812500 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -75306.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75451.984375 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -75451.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75609.375000 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -75609.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75723.570312 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -75723.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75804.093750 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -75804.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75868.164062 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -75868.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75929.078125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -75929.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75973.687500 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -75973.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76008.117188 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -76008.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76043.070312 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -76043.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76075.007812 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -76075.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76076.804688 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -76076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76079.828125 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -76079.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76082.484375 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -76082.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76090.015625 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -76090.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76100.617188 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -76100.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76102.210938 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -76102.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76104.515625 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -76104.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76104.515625 Penalty: 3213.340576
	Iteration 19F: 3 clusters Score -76104.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Entering Unmasked Estep 
Score: -2924970.000000 Penalty: 2474.829590
	Iteration 0F: 2 clusters Score -2924970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2909840.000000 Penalty: 4949.659180
	Iteration 0F: 3 clusters Score -2909840 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2914855.500000 Penalty: 4949.659180
	Iteration 1F: 3 clusters Score -2914856 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2915245.500000 Penalty: 4949.659180
	Iteration 2F: 3 clusters Score -2915246 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2915532.750000 Penalty: 4949.659180
	Iteration 3Q: 3 clusters Score -2915533 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2915793.750000 Penalty: 4949.659180
	Iteration 4Q: 3 clusters Score -2915794 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2916015.500000 Penalty: 4949.659180
	Iteration 5Q: 3 clusters Score -2916016 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2916242.250000 Penalty: 4949.659180
	Iteration 6Q: 3 clusters Score -2916242 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2916468.250000 Penalty: 4949.659180
	Iteration 7Q: 3 clusters Score -2916468 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2916721.750000 Penalty: 4949.659180
	Iteration 8Q: 3 clusters Score -2916722 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2917041.500000 Penalty: 4949.659180
	Iteration 9Q: 3 clusters Score -2917042 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2917420.750000 Penalty: 4949.659180
	Iteration 10Q: 3 clusters Score -2917421 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2917865.500000 Penalty: 4949.659180
	Iteration 11Q: 3 clusters Score -2917866 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2918343.000000 Penalty: 4949.659180
	Iteration 12Q: 3 clusters Score -2918343 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2918835.000000 Penalty: 4949.659180
	Iteration 13Q: 3 clusters Score -2918835 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2919334.750000 Penalty: 4949.659180
	Iteration 14Q: 3 clusters Score -2919335 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2919813.750000 Penalty: 4949.659180
	Iteration 15Q: 3 clusters Score -2919814 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2920236.500000 Penalty: 4949.659180
	Iteration 16Q: 3 clusters Score -2920236 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2920582.500000 Penalty: 4949.659180
	Iteration 17Q: 3 clusters Score -2920582 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2920920.750000 Penalty: 4949.659180
	Iteration 18Q: 3 clusters Score -2920921 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2921165.500000 Penalty: 4949.659180
	Iteration 19Q: 3 clusters Score -2921166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2921418.500000 Penalty: 4949.659180
	Iteration 20F: 3 clusters Score -2921418 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2921674.000000 Penalty: 4949.659180
	Iteration 21Q: 3 clusters Score -2921674 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2921903.750000 Penalty: 4949.659180
	Iteration 22Q: 3 clusters Score -2921904 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2922099.500000 Penalty: 4949.659180
	Iteration 23Q: 3 clusters Score -2922100 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2922280.000000 Penalty: 4949.659180
	Iteration 24Q: 3 clusters Score -2922280 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2922405.500000 Penalty: 4949.659180
	Iteration 25Q: 3 clusters Score -2922406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2922474.500000 Penalty: 4949.659180
	Iteration 26Q: 3 clusters Score -2922474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2922544.500000 Penalty: 4949.659180
	Iteration 27Q: 3 clusters Score -2922544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2922590.500000 Penalty: 4949.659180
	Iteration 28Q: 3 clusters Score -2922590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2922631.000000 Penalty: 4949.659180
	Iteration 29Q: 3 clusters Score -2922631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2922671.000000 Penalty: 4949.659180
	Iteration 30Q: 3 clusters Score -2922671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2922694.500000 Penalty: 4949.659180
	Iteration 31Q: 3 clusters Score -2922694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2922723.250000 Penalty: 4949.659180
	Iteration 32Q: 3 clusters Score -2922723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2922738.250000 Penalty: 4949.659180
	Iteration 33Q: 3 clusters Score -2922738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2922743.500000 Penalty: 4949.659180
	Iteration 34Q: 3 clusters Score -2922744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2922752.000000 Penalty: 4949.659180
	Iteration 35Q: 3 clusters Score -2922752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2922750.750000 Penalty: 4949.659180
	Iteration 36Q: 3 clusters Score -2922751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2922753.000000 Penalty: 4949.659180
	Iteration 37Q: 3 clusters Score -2922753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2922758.500000 Penalty: 4949.659180
	Iteration 38Q: 3 clusters Score -2922758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2922758.750000 Penalty: 4949.659180
	Iteration 39Q: 3 clusters Score -2922759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2922763.000000 Penalty: 4949.659180
	Iteration 40F: 3 clusters Score -2922763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2922769.500000 Penalty: 4949.659180
	Iteration 41Q: 3 clusters Score -2922770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2922775.500000 Penalty: 4949.659180
	Iteration 42Q: 3 clusters Score -2922776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2922776.000000 Penalty: 4949.659180
	Iteration 43Q: 3 clusters Score -2922776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2922781.250000 Penalty: 4949.659180
	Iteration 44Q: 3 clusters Score -2922781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2922783.000000 Penalty: 4949.659180
	Iteration 45Q: 3 clusters Score -2922783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2922779.750000 Penalty: 4949.659180
	Iteration 46Q: 3 clusters Score -2922780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2922780.500000 Penalty: 4949.659180
	Iteration 47Q: 3 clusters Score -2922780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2922780.750000 Penalty: 4949.659180
	Iteration 48Q: 3 clusters Score -2922781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2922780.000000 Penalty: 4949.659180
	Iteration 49Q: 3 clusters Score -2922780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2922780.000000 Penalty: 4949.659180
	Iteration 50F: 3 clusters Score -2922780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19205.878906 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19205.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19322.968750 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19322.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19360.246094 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -19360.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19374.951172 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -19374.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19383.900391 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19387.529297 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -19387.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19387.529297 Penalty: 2661.523926
	Iteration 6F: 3 clusters Score -19387.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (139030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139030 members 
Entering Unmasked Estep 
Score: -18610682.000000 Penalty: 2936.926514
	Iteration 0F: 2 clusters Score -1.861068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -18531008.000000 Penalty: 5873.853027
	Iteration 0F: 3 clusters Score -1.853101e+07 nChanged 66378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -18569146.000000 Penalty: 5873.853027
	Iteration 1F: 3 clusters Score -1.856915e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -18570052.000000 Penalty: 5873.853027
	Iteration 2Q: 3 clusters Score -1.857005e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -18571090.000000 Penalty: 5873.853027
	Iteration 3Q: 3 clusters Score -1.857109e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -18572488.000000 Penalty: 5873.853027
	Iteration 4Q: 3 clusters Score -1.857249e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -18574454.000000 Penalty: 5873.853027
	Iteration 5Q: 3 clusters Score -1.857445e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -18577522.000000 Penalty: 5873.853027
	Iteration 6Q: 3 clusters Score -1.857752e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -18582402.000000 Penalty: 5873.853027
	Iteration 7F: 3 clusters Score -1.85824e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -18589308.000000 Penalty: 5873.853027
	Iteration 8F: 3 clusters Score -1.858931e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -18597692.000000 Penalty: 5873.853027
	Iteration 9F: 3 clusters Score -1.859769e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -18603582.000000 Penalty: 5873.853027
	Iteration 10F: 3 clusters Score -1.860358e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -18606020.000000 Penalty: 5873.853027
	Iteration 11Q: 3 clusters Score -1.860602e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -18606868.000000 Penalty: 5873.853027
	Iteration 12Q: 3 clusters Score -1.860687e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -18607746.000000 Penalty: 5873.853027
	Iteration 13Q: 3 clusters Score -1.860775e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -18608514.000000 Penalty: 5873.853027
	Iteration 14Q: 3 clusters Score -1.860851e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -18609054.000000 Penalty: 5873.853027
	Iteration 15Q: 3 clusters Score -1.860905e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -18609624.000000 Penalty: 5873.853027
	Iteration 16Q: 3 clusters Score -1.860962e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -18610082.000000 Penalty: 5873.853027
	Iteration 17Q: 3 clusters Score -1.861008e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -18610296.000000 Penalty: 5873.853027
	Iteration 18Q: 3 clusters Score -1.86103e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -18610740.000000 Penalty: 5873.853027
	Iteration 19Q: 3 clusters Score -1.861074e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -18610938.000000 Penalty: 5873.853027
	Iteration 20F: 3 clusters Score -1.861094e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -18611356.000000 Penalty: 5873.853027
	Iteration 21Q: 3 clusters Score -1.861136e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -18611814.000000 Penalty: 5873.853027
	Iteration 22Q: 3 clusters Score -1.861181e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -18612102.000000 Penalty: 5873.853027
	Iteration 23Q: 3 clusters Score -1.86121e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -18612446.000000 Penalty: 5873.853027
	Iteration 24Q: 3 clusters Score -1.861245e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -18612736.000000 Penalty: 5873.853027
	Iteration 25Q: 3 clusters Score -1.861274e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -18613020.000000 Penalty: 5873.853027
	Iteration 26Q: 3 clusters Score -1.861302e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -18613210.000000 Penalty: 5873.853027
	Iteration 27Q: 3 clusters Score -1.861321e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 85828 members 
Entering Unmasked Estep 
Score: -18613322.000000 Penalty: 5873.853027
	Iteration 28Q: 3 clusters Score -1.861332e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -18613446.000000 Penalty: 5873.853027
	Iteration 29Q: 3 clusters Score -1.861345e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -18613542.000000 Penalty: 5873.853027
	Iteration 30Q: 3 clusters Score -1.861354e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -18613612.000000 Penalty: 5873.853027
	Iteration 31Q: 3 clusters Score -1.861361e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -18613648.000000 Penalty: 5873.853027
	Iteration 32Q: 3 clusters Score -1.861365e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -18613680.000000 Penalty: 5873.853027
	Iteration 33Q: 3 clusters Score -1.861368e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -18613702.000000 Penalty: 5873.853027
	Iteration 34Q: 3 clusters Score -1.86137e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -18613734.000000 Penalty: 5873.853027
	Iteration 35Q: 3 clusters Score -1.861373e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -18613716.000000 Penalty: 5873.853027
	Iteration 36Q: 3 clusters Score -1.861372e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -18613694.000000 Penalty: 5873.853027
	Iteration 37Q: 3 clusters Score -1.861369e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -18613686.000000 Penalty: 5873.853027
	Iteration 38Q: 3 clusters Score -1.861369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -18613714.000000 Penalty: 5873.853027
	Iteration 39Q: 3 clusters Score -1.861371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -18613752.000000 Penalty: 5873.853027
	Iteration 40F: 3 clusters Score -1.861375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -18613758.000000 Penalty: 5873.853027
	Iteration 41Q: 3 clusters Score -1.861376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -18613748.000000 Penalty: 5873.853027
	Iteration 42Q: 3 clusters Score -1.861375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -18613758.000000 Penalty: 5873.853027
	Iteration 43Q: 3 clusters Score -1.861376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -18613798.000000 Penalty: 5873.853027
	Iteration 44Q: 3 clusters Score -1.86138e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -18613800.000000 Penalty: 5873.853027
	Iteration 45Q: 3 clusters Score -1.86138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -18613800.000000 Penalty: 5873.853027
	Iteration 46Q: 3 clusters Score -1.86138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -18613792.000000 Penalty: 5873.853027
	Iteration 47Q: 3 clusters Score -1.861379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -18613786.000000 Penalty: 5873.853027
	Iteration 48Q: 3 clusters Score -1.861379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -18613802.000000 Penalty: 5873.853027
	Iteration 49Q: 3 clusters Score -1.86138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -18613794.000000 Penalty: 5873.853027
	Iteration 50Q: 3 clusters Score -1.861379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -18613802.000000 Penalty: 5873.853027
	Iteration 51Q: 3 clusters Score -1.86138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -18613810.000000 Penalty: 5873.853027
	Iteration 52Q: 3 clusters Score -1.861381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -18613808.000000 Penalty: 5873.853027
	Iteration 53Q: 3 clusters Score -1.861381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -18613806.000000 Penalty: 5873.853027
	Iteration 54Q: 3 clusters Score -1.861381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -18613800.000000 Penalty: 5873.853027
	Iteration 55Q: 3 clusters Score -1.86138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -18613808.000000 Penalty: 5873.853027
	Iteration 56Q: 3 clusters Score -1.861381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -18613808.000000 Penalty: 5873.853027
	Iteration 57Q: 3 clusters Score -1.861381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -18613810.000000 Penalty: 5873.853027
	Iteration 58Q: 3 clusters Score -1.861381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -18613824.000000 Penalty: 5873.853027
	Iteration 59Q: 3 clusters Score -1.861382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -18613820.000000 Penalty: 5873.853027
	Iteration 60F: 3 clusters Score -1.861382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -18613812.000000 Penalty: 5873.853027
	Iteration 61Q: 3 clusters Score -1.861381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -18613816.000000 Penalty: 5873.853027
	Iteration 62Q: 3 clusters Score -1.861382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -18613820.000000 Penalty: 5873.853027
	Iteration 63Q: 3 clusters Score -1.861382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -18613820.000000 Penalty: 5873.853027
	Iteration 64Q: 3 clusters Score -1.861382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -18613820.000000 Penalty: 5873.853027
	Iteration 65F: 3 clusters Score -1.861382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 2881 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 21572 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 48942 members 
Mstep: Class 14 contains 57363 members 
Mstep: Class 15 contains 90088 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 47585 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 2784 members 
Mstep: Class 23 contains 142329 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
Score: -62757068.000000 Penalty: 77813.773438
Splitting cluster 13 changes total score from -62754076.000000 to -62757068.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 14 (57363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Entering Unmasked Estep 
Score: -7720510.000000 Penalty: 2717.374512
	Iteration 0F: 2 clusters Score -7720510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -7681824.500000 Penalty: 5434.749023
	Iteration 0F: 3 clusters Score -7681824 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -7697212.000000 Penalty: 5434.749023
	Iteration 1F: 3 clusters Score -7697212 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -7698535.000000 Penalty: 5434.749023
	Iteration 2F: 3 clusters Score -7698535 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -7700403.000000 Penalty: 5434.749023
	Iteration 3F: 3 clusters Score -7700403 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -7702708.000000 Penalty: 5434.749023
	Iteration 4F: 3 clusters Score -7702708 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -7705436.500000 Penalty: 5434.749023
	Iteration 5F: 3 clusters Score -7705436 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -7708182.500000 Penalty: 5434.749023
	Iteration 6F: 3 clusters Score -7708182 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7710669.000000 Penalty: 5434.749023
	Iteration 7F: 3 clusters Score -7710669 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -7712668.000000 Penalty: 5434.749023
	Iteration 8F: 3 clusters Score -7712668 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7714059.000000 Penalty: 5434.749023
	Iteration 9Q: 3 clusters Score -7714059 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7715013.000000 Penalty: 5434.749023
	Iteration 10Q: 3 clusters Score -7715013 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -7715618.500000 Penalty: 5434.749023
	Iteration 11Q: 3 clusters Score -7715618 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -7716127.000000 Penalty: 5434.749023
	Iteration 12Q: 3 clusters Score -7716127 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -7716576.500000 Penalty: 5434.749023
	Iteration 13Q: 3 clusters Score -7716576 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 5434.749023
	Iteration 14Q: 3 clusters Score -7717028 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -7717420.500000 Penalty: 5434.749023
	Iteration 15Q: 3 clusters Score -7717420 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -7717784.500000 Penalty: 5434.749023
	Iteration 16Q: 3 clusters Score -7717784 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -7718029.000000 Penalty: 5434.749023
	Iteration 17Q: 3 clusters Score -7718029 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -7718325.500000 Penalty: 5434.749023
	Iteration 18Q: 3 clusters Score -7718326 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -7718532.000000 Penalty: 5434.749023
	Iteration 19Q: 3 clusters Score -7718532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -7718693.000000 Penalty: 5434.749023
	Iteration 20F: 3 clusters Score -7718693 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -7718814.500000 Penalty: 5434.749023
	Iteration 21Q: 3 clusters Score -7718814 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -7718884.500000 Penalty: 5434.749023
	Iteration 22Q: 3 clusters Score -7718884 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -7718944.000000 Penalty: 5434.749023
	Iteration 23Q: 3 clusters Score -7718944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -7718996.000000 Penalty: 5434.749023
	Iteration 24Q: 3 clusters Score -7718996 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -7719034.500000 Penalty: 5434.749023
	Iteration 25Q: 3 clusters Score -7719034 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -7719074.000000 Penalty: 5434.749023
	Iteration 26Q: 3 clusters Score -7719074 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -7719110.000000 Penalty: 5434.749023
	Iteration 27Q: 3 clusters Score -7719110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -7719112.500000 Penalty: 5434.749023
	Iteration 28Q: 3 clusters Score -7719112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -7719153.500000 Penalty: 5434.749023
	Iteration 29Q: 3 clusters Score -7719154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -7719170.500000 Penalty: 5434.749023
	Iteration 30Q: 3 clusters Score -7719170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -7719195.500000 Penalty: 5434.749023
	Iteration 31Q: 3 clusters Score -7719196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -7719191.500000 Penalty: 5434.749023
	Iteration 32Q: 3 clusters Score -7719192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -7719213.000000 Penalty: 5434.749023
	Iteration 33Q: 3 clusters Score -7719213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -7719231.500000 Penalty: 5434.749023
	Iteration 34Q: 3 clusters Score -7719232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -7719239.500000 Penalty: 5434.749023
	Iteration 35Q: 3 clusters Score -7719240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -7719250.000000 Penalty: 5434.749023
	Iteration 36Q: 3 clusters Score -7719250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -7719251.500000 Penalty: 5434.749023
	Iteration 37Q: 3 clusters Score -7719252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -7719272.000000 Penalty: 5434.749023
	Iteration 38Q: 3 clusters Score -7719272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -7719286.000000 Penalty: 5434.749023
	Iteration 39Q: 3 clusters Score -7719286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -7719297.500000 Penalty: 5434.749023
	Iteration 40F: 3 clusters Score -7719298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -7719314.000000 Penalty: 5434.749023
	Iteration 41Q: 3 clusters Score -7719314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7719338.000000 Penalty: 5434.749023
	Iteration 42Q: 3 clusters Score -7719338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -7719340.000000 Penalty: 5434.749023
	Iteration 43Q: 3 clusters Score -7719340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7719349.500000 Penalty: 5434.749023
	Iteration 44Q: 3 clusters Score -7719350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -7719353.500000 Penalty: 5434.749023
	Iteration 45Q: 3 clusters Score -7719354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -7719363.000000 Penalty: 5434.749023
	Iteration 46Q: 3 clusters Score -7719363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -7719369.500000 Penalty: 5434.749023
	Iteration 47Q: 3 clusters Score -7719370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7719374.500000 Penalty: 5434.749023
	Iteration 48Q: 3 clusters Score -7719374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -7719386.000000 Penalty: 5434.749023
	Iteration 49Q: 3 clusters Score -7719386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -7719386.500000 Penalty: 5434.749023
	Iteration 50Q: 3 clusters Score -7719386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -7719408.000000 Penalty: 5434.749023
	Iteration 51Q: 3 clusters Score -7719408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -7719405.000000 Penalty: 5434.749023
	Iteration 52Q: 3 clusters Score -7719405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -7719401.500000 Penalty: 5434.749023
	Iteration 53Q: 3 clusters Score -7719402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -7719399.000000 Penalty: 5434.749023
	Iteration 54Q: 3 clusters Score -7719399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -7719421.500000 Penalty: 5434.749023
	Iteration 55Q: 3 clusters Score -7719422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -7719449.000000 Penalty: 5434.749023
	Iteration 56Q: 3 clusters Score -7719449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -7719457.000000 Penalty: 5434.749023
	Iteration 57Q: 3 clusters Score -7719457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -7719451.500000 Penalty: 5434.749023
	Iteration 58Q: 3 clusters Score -7719452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -7719459.000000 Penalty: 5434.749023
	Iteration 59Q: 3 clusters Score -7719459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7719454.000000 Penalty: 5434.749023
	Iteration 60F: 3 clusters Score -7719454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -7719459.500000 Penalty: 5434.749023
	Iteration 61Q: 3 clusters Score -7719460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -7719453.500000 Penalty: 5434.749023
	Iteration 62Q: 3 clusters Score -7719454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7719451.000000 Penalty: 5434.749023
	Iteration 63Q: 3 clusters Score -7719451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -7719452.500000 Penalty: 5434.749023
	Iteration 64Q: 3 clusters Score -7719452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -7719458.500000 Penalty: 5434.749023
	Iteration 65Q: 3 clusters Score -7719458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -7719447.500000 Penalty: 5434.749023
	Iteration 66Q: 3 clusters Score -7719448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -7719444.500000 Penalty: 5434.749023
	Iteration 67Q: 3 clusters Score -7719444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -7719444.500000 Penalty: 5434.749023
	Iteration 68Q: 3 clusters Score -7719444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -7719450.500000 Penalty: 5434.749023
	Iteration 69Q: 3 clusters Score -7719450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -7719456.500000 Penalty: 5434.749023
	Iteration 70Q: 3 clusters Score -7719456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -7719457.500000 Penalty: 5434.749023
	Iteration 71Q: 3 clusters Score -7719458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -7719448.000000 Penalty: 5434.749023
	Iteration 72Q: 3 clusters Score -7719448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7719449.000000 Penalty: 5434.749023
	Iteration 73Q: 3 clusters Score -7719449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -7719455.000000 Penalty: 5434.749023
	Iteration 74Q: 3 clusters Score -7719455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -7719453.000000 Penalty: 5434.749023
	Iteration 75Q: 3 clusters Score -7719453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -7719454.000000 Penalty: 5434.749023
	Iteration 76Q: 3 clusters Score -7719454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -7719447.500000 Penalty: 5434.749023
	Iteration 77Q: 3 clusters Score -7719448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -7719454.500000 Penalty: 5434.749023
	Iteration 78Q: 3 clusters Score -7719454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7719463.500000 Penalty: 5434.749023
	Iteration 79Q: 3 clusters Score -7719464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -7719465.500000 Penalty: 5434.749023
	Iteration 80F: 3 clusters Score -7719466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -7719469.000000 Penalty: 5434.749023
	Iteration 81Q: 3 clusters Score -7719469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7719464.000000 Penalty: 5434.749023
	Iteration 82Q: 3 clusters Score -7719464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -7719465.500000 Penalty: 5434.749023
	Iteration 83Q: 3 clusters Score -7719466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7719461.500000 Penalty: 5434.749023
	Iteration 84Q: 3 clusters Score -7719462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -7719465.000000 Penalty: 5434.749023
	Iteration 85Q: 3 clusters Score -7719465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -7719461.000000 Penalty: 5434.749023
	Iteration 86Q: 3 clusters Score -7719461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7719458.500000 Penalty: 5434.749023
	Iteration 87Q: 3 clusters Score -7719458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7719457.000000 Penalty: 5434.749023
	Iteration 88Q: 3 clusters Score -7719457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7719461.000000 Penalty: 5434.749023
	Iteration 89Q: 3 clusters Score -7719461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -7719461.000000 Penalty: 5434.749023
	Iteration 90Q: 3 clusters Score -7719461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -7719461.000000 Penalty: 5434.749023
	Iteration 91F: 3 clusters Score -7719461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -108484.968750 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -108485 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 474 members 
Entering Unmasked Estep 
Score: -106705.078125 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -106705.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107237.609375 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -107237.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107499.617188 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -107499.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107703.359375 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -107703.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107812.914062 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -107812.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107875.367188 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -107875.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107953.515625 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -107953.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108016.320312 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -108016.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108056.078125 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -108056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108076.015625 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -108076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108096.484375 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -108096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108119.945312 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -108119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108136.023438 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -108136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108149.515625 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -108149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108162.054688 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -108162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108165.570312 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -108165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108168.445312 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -108168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108174.757812 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -108174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108179.132812 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -108179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108179.812500 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -108179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108181.187500 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -108181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Entering Unmasked Estep 
Score: -6237204.500000 Penalty: 2671.027832
	Iteration 0F: 2 clusters Score -6237204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -6205019.500000 Penalty: 5342.055664
	Iteration 0F: 3 clusters Score -6205020 nChanged 21987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -6217022.000000 Penalty: 5342.055664
	Iteration 1F: 3 clusters Score -6217022 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6217531.000000 Penalty: 5342.055664
	Iteration 2Q: 3 clusters Score -6217531 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -6217977.500000 Penalty: 5342.055664
	Iteration 3Q: 3 clusters Score -6217978 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6218354.500000 Penalty: 5342.055664
	Iteration 4Q: 3 clusters Score -6218354 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6218801.500000 Penalty: 5342.055664
	Iteration 5Q: 3 clusters Score -6218802 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6219443.500000 Penalty: 5342.055664
	Iteration 6Q: 3 clusters Score -6219444 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -6220532.000000 Penalty: 5342.055664
	Iteration 7Q: 3 clusters Score -6220532 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6222238.000000 Penalty: 5342.055664
	Iteration 8F: 3 clusters Score -6222238 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6224801.000000 Penalty: 5342.055664
	Iteration 9F: 3 clusters Score -6224801 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -6227980.000000 Penalty: 5342.055664
	Iteration 10F: 3 clusters Score -6227980 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -6231005.500000 Penalty: 5342.055664
	Iteration 11F: 3 clusters Score -6231006 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -6233116.000000 Penalty: 5342.055664
	Iteration 12Q: 3 clusters Score -6233116 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -6234194.500000 Penalty: 5342.055664
	Iteration 13Q: 3 clusters Score -6234194 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6234614.500000 Penalty: 5342.055664
	Iteration 14Q: 3 clusters Score -6234614 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -6234782.000000 Penalty: 5342.055664
	Iteration 15Q: 3 clusters Score -6234782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -6234881.000000 Penalty: 5342.055664
	Iteration 16Q: 3 clusters Score -6234881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -6234929.500000 Penalty: 5342.055664
	Iteration 17Q: 3 clusters Score -6234930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6234966.000000 Penalty: 5342.055664
	Iteration 18Q: 3 clusters Score -6234966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6234991.500000 Penalty: 5342.055664
	Iteration 19Q: 3 clusters Score -6234992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -6235007.000000 Penalty: 5342.055664
	Iteration 20F: 3 clusters Score -6235007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6235009.500000 Penalty: 5342.055664
	Iteration 21Q: 3 clusters Score -6235010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6235016.500000 Penalty: 5342.055664
	Iteration 22Q: 3 clusters Score -6235016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6235015.000000 Penalty: 5342.055664
	Iteration 23Q: 3 clusters Score -6235015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6235014.500000 Penalty: 5342.055664
	Iteration 24Q: 3 clusters Score -6235014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6235014.500000 Penalty: 5342.055664
	Iteration 25F: 3 clusters Score -6235014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Entering Unmasked Estep 
Score: -1186782.375000 Penalty: 2251.586426
	Iteration 0F: 2 clusters Score -1186782 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 4371 members 
Entering Unmasked Estep 
Score: -1179873.500000 Penalty: 4503.172852
	Iteration 0F: 3 clusters Score -1179874 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1181755.750000 Penalty: 4503.172852
	Iteration 1F: 3 clusters Score -1181756 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1182147.875000 Penalty: 4503.172852
	Iteration 2F: 3 clusters Score -1182148 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1182557.250000 Penalty: 4503.172852
	Iteration 3F: 3 clusters Score -1182557 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1183097.875000 Penalty: 4503.172852
	Iteration 4F: 3 clusters Score -1183098 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1183718.500000 Penalty: 4503.172852
	Iteration 5F: 3 clusters Score -1183718 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1184307.500000 Penalty: 4503.172852
	Iteration 6F: 3 clusters Score -1184308 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1184824.250000 Penalty: 4503.172852
	Iteration 7F: 3 clusters Score -1184824 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1185217.000000 Penalty: 4503.172852
	Iteration 8F: 3 clusters Score -1185217 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1185483.625000 Penalty: 4503.172852
	Iteration 9Q: 3 clusters Score -1185484 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1185655.500000 Penalty: 4503.172852
	Iteration 10Q: 3 clusters Score -1185656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1185746.500000 Penalty: 4503.172852
	Iteration 11Q: 3 clusters Score -1185746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1185803.500000 Penalty: 4503.172852
	Iteration 12Q: 3 clusters Score -1185804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1185832.375000 Penalty: 4503.172852
	Iteration 13Q: 3 clusters Score -1185832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1185855.125000 Penalty: 4503.172852
	Iteration 14Q: 3 clusters Score -1185855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1185865.875000 Penalty: 4503.172852
	Iteration 15Q: 3 clusters Score -1185866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1185876.375000 Penalty: 4503.172852
	Iteration 16Q: 3 clusters Score -1185876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1185882.875000 Penalty: 4503.172852
	Iteration 17Q: 3 clusters Score -1185883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1185885.750000 Penalty: 4503.172852
	Iteration 18Q: 3 clusters Score -1185886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1185890.750000 Penalty: 4503.172852
	Iteration 19Q: 3 clusters Score -1185891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1185892.500000 Penalty: 4503.172852
	Iteration 20F: 3 clusters Score -1185892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1185894.625000 Penalty: 4503.172852
	Iteration 21Q: 3 clusters Score -1185895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1185893.625000 Penalty: 4503.172852
	Iteration 22Q: 3 clusters Score -1185894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1185895.375000 Penalty: 4503.172852
	Iteration 23Q: 3 clusters Score -1185895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1185897.500000 Penalty: 4503.172852
	Iteration 24Q: 3 clusters Score -1185898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1185899.750000 Penalty: 4503.172852
	Iteration 25Q: 3 clusters Score -1185900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1185899.000000 Penalty: 4503.172852
	Iteration 26Q: 3 clusters Score -1185899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1185897.750000 Penalty: 4503.172852
	Iteration 27Q: 3 clusters Score -1185898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1185897.375000 Penalty: 4503.172852
	Iteration 28Q: 3 clusters Score -1185897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1185897.000000 Penalty: 4503.172852
	Iteration 29Q: 3 clusters Score -1185897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1185897.000000 Penalty: 4503.172852
	Iteration 30F: 3 clusters Score -1185897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -34844.515625 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -34844.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33772.246094 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -33772.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34142.328125 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -34142.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34330.402344 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -34330.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34421.160156 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -34421.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34512.816406 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -34512.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34544.226562 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -34544.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34563.613281 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -34563.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34567.472656 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -34567.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34577.898438 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -34577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34634.050781 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -34634.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34652.378906 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -34652.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34767.164062 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -34767.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34824.648438 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -34824.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34870.691406 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -34870.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34878.472656 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -34878.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34880.113281 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -34880.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34882.226562 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -34882.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34885.910156 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -34885.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34887.503906 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -34887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34888.550781 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -34888.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34888.593750 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -34888.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34933.578125 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -34933.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34947.488281 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -34947.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34972.332031 Penalty: 2911.171387
	Iteration 23Q: 3 clusters Score -34972.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34990.464844 Penalty: 2911.171387
	Iteration 24Q: 3 clusters Score -34990.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34993.187500 Penalty: 2911.171387
	Iteration 25Q: 3 clusters Score -34993.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34993.187500 Penalty: 2911.171387
	Iteration 26F: 3 clusters Score -34993.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 2881 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 21572 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 48942 members 
Mstep: Class 14 contains 57363 members 
Mstep: Class 15 contains 90088 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 47585 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 2784 members 
Mstep: Class 23 contains 142329 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 237 members 
Entering Unmasked Estep 
Score: -62755456.000000 Penalty: 81056.015625
Splitting cluster 19 changes total score from -62754076.000000 to -62755456.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -830989.750000 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -830989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -825553.250000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -825553.2 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -827041.250000 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -827041.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -827364.250000 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -827364.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -827670.687500 Penalty: 4344.094727
	Iteration 3F: 3 clusters Score -827670.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -827985.812500 Penalty: 4344.094727
	Iteration 4F: 3 clusters Score -827985.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -828380.312500 Penalty: 4344.094727
	Iteration 5F: 3 clusters Score -828380.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -828798.937500 Penalty: 4344.094727
	Iteration 6F: 3 clusters Score -828798.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -829163.625000 Penalty: 4344.094727
	Iteration 7F: 3 clusters Score -829163.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -829499.562500 Penalty: 4344.094727
	Iteration 8F: 3 clusters Score -829499.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -829755.000000 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -829755 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -829896.687500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -829896.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -829984.875000 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -829984.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -830047.500000 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -830047.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -830096.187500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -830096.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -830126.500000 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -830126.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -830152.187500 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -830152.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -830174.375000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -830174.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -830192.750000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -830192.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -830220.000000 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -830220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -830243.625000 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -830243.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -830264.000000 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -830264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -830281.562500 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -830281.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -830292.625000 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -830292.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -830300.062500 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -830300.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -830303.062500 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -830303.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -830308.625000 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -830308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -830311.000000 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -830311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -830314.937500 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -830314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -830315.500000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -830315.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -830317.625000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -830317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -830322.437500 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -830322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -830322.750000 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -830322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -830323.312500 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -830323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -830325.062500 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -830325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -830326.437500 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -830326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -830327.250000 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -830327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -830326.875000 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -830326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -830327.312500 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -830327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -830327.312500 Penalty: 4344.094727
	Iteration 38F: 3 clusters Score -830327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -156662.578125 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -156662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -154581.906250 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -154581.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154881.468750 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -154881.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154959.437500 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -154959.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154998.515625 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -154998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155016.937500 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -155016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155020.093750 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -155020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155024.328125 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -155024.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155032.906250 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -155032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155038.968750 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -155039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155041.781250 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -155041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155048.281250 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -155048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155056.593750 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -155056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155062.140625 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -155062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155065.265625 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -155065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155066.593750 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -155066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155069.234375 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -155069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155070.984375 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -155071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155074.343750 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -155074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155080.171875 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -155080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155083.734375 Penalty: 3507.079102
	Iteration 19Q: 3 clusters Score -155083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155085.296875 Penalty: 3507.079102
	Iteration 20F: 3 clusters Score -155085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -371632.250000 Penalty: 1967.047729
	Iteration 0F: 2 clusters Score -371632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -368467.218750 Penalty: 3934.095459
	Iteration 0F: 3 clusters Score -368467.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -369040.781250 Penalty: 3934.095459
	Iteration 1F: 3 clusters Score -369040.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -369188.375000 Penalty: 3934.095459
	Iteration 2F: 3 clusters Score -369188.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -369254.750000 Penalty: 3934.095459
	Iteration 3Q: 3 clusters Score -369254.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -369299.906250 Penalty: 3934.095459
	Iteration 4Q: 3 clusters Score -369299.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -369346.343750 Penalty: 3934.095459
	Iteration 5Q: 3 clusters Score -369346.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -369390.187500 Penalty: 3934.095459
	Iteration 6Q: 3 clusters Score -369390.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -369425.375000 Penalty: 3934.095459
	Iteration 7Q: 3 clusters Score -369425.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -369452.218750 Penalty: 3934.095459
	Iteration 8Q: 3 clusters Score -369452.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -369467.312500 Penalty: 3934.095459
	Iteration 9Q: 3 clusters Score -369467.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -369484.437500 Penalty: 3934.095459
	Iteration 10Q: 3 clusters Score -369484.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -369504.250000 Penalty: 3934.095459
	Iteration 11Q: 3 clusters Score -369504.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -369515.593750 Penalty: 3934.095459
	Iteration 12Q: 3 clusters Score -369515.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -369524.125000 Penalty: 3934.095459
	Iteration 13Q: 3 clusters Score -369524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -369531.531250 Penalty: 3934.095459
	Iteration 14Q: 3 clusters Score -369531.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -369539.156250 Penalty: 3934.095459
	Iteration 15Q: 3 clusters Score -369539.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -369546.187500 Penalty: 3934.095459
	Iteration 16Q: 3 clusters Score -369546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -369550.093750 Penalty: 3934.095459
	Iteration 17Q: 3 clusters Score -369550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -369552.406250 Penalty: 3934.095459
	Iteration 18Q: 3 clusters Score -369552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -369553.812500 Penalty: 3934.095459
	Iteration 19Q: 3 clusters Score -369553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -369556.031250 Penalty: 3934.095459
	Iteration 20F: 3 clusters Score -369556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -369557.875000 Penalty: 3934.095459
	Iteration 21Q: 3 clusters Score -369557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -369561.968750 Penalty: 3934.095459
	Iteration 22Q: 3 clusters Score -369562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -369567.312500 Penalty: 3934.095459
	Iteration 23Q: 3 clusters Score -369567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -369569.687500 Penalty: 3934.095459
	Iteration 24Q: 3 clusters Score -369569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -369571.343750 Penalty: 3934.095459
	Iteration 25Q: 3 clusters Score -369571.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -369572.875000 Penalty: 3934.095459
	Iteration 26Q: 3 clusters Score -369572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -369573.656250 Penalty: 3934.095459
	Iteration 27Q: 3 clusters Score -369573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -369574.156250 Penalty: 3934.095459
	Iteration 28Q: 3 clusters Score -369574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -369574.687500 Penalty: 3934.095459
	Iteration 29Q: 3 clusters Score -369574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -369575.656250 Penalty: 3934.095459
	Iteration 30Q: 3 clusters Score -369575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -369576.656250 Penalty: 3934.095459
	Iteration 31Q: 3 clusters Score -369576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -369576.375000 Penalty: 3934.095459
	Iteration 32Q: 3 clusters Score -369576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -369576.375000 Penalty: 3934.095459
	Iteration 33F: 3 clusters Score -369576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (142329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Entering Unmasked Estep 
Score: -19113320.000000 Penalty: 2942.742188
	Iteration 0F: 2 clusters Score -1.911332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -19029170.000000 Penalty: 5885.484375
	Iteration 0F: 3 clusters Score -1.902917e+07 nChanged 67988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -19069248.000000 Penalty: 5885.484375
	Iteration 1F: 3 clusters Score -1.906925e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -19070920.000000 Penalty: 5885.484375
	Iteration 2Q: 3 clusters Score -1.907092e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -19073208.000000 Penalty: 5885.484375
	Iteration 3Q: 3 clusters Score -1.907321e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -19076194.000000 Penalty: 5885.484375
	Iteration 4Q: 3 clusters Score -1.907619e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -19079544.000000 Penalty: 5885.484375
	Iteration 5F: 3 clusters Score -1.907954e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -19083600.000000 Penalty: 5885.484375
	Iteration 6F: 3 clusters Score -1.90836e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -19087370.000000 Penalty: 5885.484375
	Iteration 7F: 3 clusters Score -1.908737e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
Score: -19091252.000000 Penalty: 5885.484375
	Iteration 8F: 3 clusters Score -1.909125e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -19095498.000000 Penalty: 5885.484375
	Iteration 9F: 3 clusters Score -1.90955e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -19099764.000000 Penalty: 5885.484375
	Iteration 10Q: 3 clusters Score -1.909976e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -19102978.000000 Penalty: 5885.484375
	Iteration 11Q: 3 clusters Score -1.910298e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -19105358.000000 Penalty: 5885.484375
	Iteration 12Q: 3 clusters Score -1.910536e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -19106974.000000 Penalty: 5885.484375
	Iteration 13Q: 3 clusters Score -1.910697e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -19108056.000000 Penalty: 5885.484375
	Iteration 14Q: 3 clusters Score -1.910806e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -19109160.000000 Penalty: 5885.484375
	Iteration 15Q: 3 clusters Score -1.910916e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 129191 members 
Entering Unmasked Estep 
Score: -19110144.000000 Penalty: 5885.484375
	Iteration 16Q: 3 clusters Score -1.911014e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -19110928.000000 Penalty: 5885.484375
	Iteration 17Q: 3 clusters Score -1.911093e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -19111522.000000 Penalty: 5885.484375
	Iteration 18Q: 3 clusters Score -1.911152e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 137072 members 
Entering Unmasked Estep 
Score: -19111958.000000 Penalty: 5885.484375
	Iteration 19Q: 3 clusters Score -1.911196e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 138507 members 
Entering Unmasked Estep 
Score: -19112092.000000 Penalty: 5885.484375
	Iteration 20F: 3 clusters Score -1.911209e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -19112048.000000 Penalty: 5885.484375
	Iteration 21Q: 3 clusters Score -1.911205e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 140115 members 
Entering Unmasked Estep 
Score: -19112006.000000 Penalty: 5885.484375
	Iteration 22Q: 3 clusters Score -1.911201e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -19112038.000000 Penalty: 5885.484375
	Iteration 23Q: 3 clusters Score -1.911204e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -19111996.000000 Penalty: 5885.484375
	Iteration 24Q: 3 clusters Score -1.9112e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -19111948.000000 Penalty: 5885.484375
	Iteration 25Q: 3 clusters Score -1.911195e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -19111900.000000 Penalty: 5885.484375
	Iteration 26Q: 3 clusters Score -1.91119e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 141117 members 
Entering Unmasked Estep 
Score: -19111858.000000 Penalty: 5885.484375
	Iteration 27Q: 3 clusters Score -1.911186e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 141179 members 
Entering Unmasked Estep 
Score: -19111844.000000 Penalty: 5885.484375
	Iteration 28Q: 3 clusters Score -1.911184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 141227 members 
Entering Unmasked Estep 
Score: -19111806.000000 Penalty: 5885.484375
	Iteration 29Q: 3 clusters Score -1.911181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 141262 members 
Entering Unmasked Estep 
Score: -19111790.000000 Penalty: 5885.484375
	Iteration 30Q: 3 clusters Score -1.911179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 141282 members 
Entering Unmasked Estep 
Score: -19111784.000000 Penalty: 5885.484375
	Iteration 31Q: 3 clusters Score -1.911178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 141300 members 
Entering Unmasked Estep 
Score: -19111794.000000 Penalty: 5885.484375
	Iteration 32Q: 3 clusters Score -1.911179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 141315 members 
Entering Unmasked Estep 
Score: -19111796.000000 Penalty: 5885.484375
	Iteration 33Q: 3 clusters Score -1.91118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -19111792.000000 Penalty: 5885.484375
	Iteration 34Q: 3 clusters Score -1.911179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -19111804.000000 Penalty: 5885.484375
	Iteration 35Q: 3 clusters Score -1.91118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -19111798.000000 Penalty: 5885.484375
	Iteration 36Q: 3 clusters Score -1.91118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -19111794.000000 Penalty: 5885.484375
	Iteration 37Q: 3 clusters Score -1.911179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -19111802.000000 Penalty: 5885.484375
	Iteration 38Q: 3 clusters Score -1.91118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 141342 members 
Entering Unmasked Estep 
Score: -19111804.000000 Penalty: 5885.484375
	Iteration 39Q: 3 clusters Score -1.91118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 141348 members 
Entering Unmasked Estep 
Score: -19111786.000000 Penalty: 5885.484375
	Iteration 40F: 3 clusters Score -1.911179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -19111778.000000 Penalty: 5885.484375
	Iteration 41Q: 3 clusters Score -1.911178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 141357 members 
Entering Unmasked Estep 
Score: -19111784.000000 Penalty: 5885.484375
	Iteration 42Q: 3 clusters Score -1.911178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -19111796.000000 Penalty: 5885.484375
	Iteration 43Q: 3 clusters Score -1.91118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 141361 members 
Entering Unmasked Estep 
Score: -19111780.000000 Penalty: 5885.484375
	Iteration 44Q: 3 clusters Score -1.911178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 141362 members 
Entering Unmasked Estep 
Score: -19111798.000000 Penalty: 5885.484375
	Iteration 45Q: 3 clusters Score -1.91118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 141363 members 
Entering Unmasked Estep 
Score: -19111782.000000 Penalty: 5885.484375
	Iteration 46Q: 3 clusters Score -1.911178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 141364 members 
Entering Unmasked Estep 
Score: -19111792.000000 Penalty: 5885.484375
	Iteration 47Q: 3 clusters Score -1.911179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 141364 members 
Entering Unmasked Estep 
Score: -19111792.000000 Penalty: 5885.484375
	Iteration 48F: 3 clusters Score -1.911179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37959.492188 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -37959.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38139.550781 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38139.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38199.683594 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -38199.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38220.363281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -38220.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38255.429688 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -38255.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38288.597656 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -38288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38294.121094 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -38294.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38297.234375 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -38297.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38303.121094 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -38303.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38307.222656 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -38307.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38308.972656 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -38308.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38341.757812 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -38341.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38351.738281 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -38351.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38371.578125 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -38371.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38386.976562 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -38386.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38464.109375 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -38464.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38557.917969 Penalty: 2916.744385
	Iteration 16Q: 3 clusters Score -38557.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38591.964844 Penalty: 2916.744385
	Iteration 17Q: 3 clusters Score -38591.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38630.585938 Penalty: 2916.744385
	Iteration 18Q: 3 clusters Score -38630.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38643.324219 Penalty: 2916.744385
	Iteration 19Q: 3 clusters Score -38643.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38661.765625 Penalty: 2916.744385
	Iteration 20F: 3 clusters Score -38661.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38680.562500 Penalty: 2916.744385
	Iteration 21Q: 3 clusters Score -38680.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38702.714844 Penalty: 2916.744385
	Iteration 22Q: 3 clusters Score -38702.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38719.511719 Penalty: 2916.744385
	Iteration 23Q: 3 clusters Score -38719.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38736.917969 Penalty: 2916.744385
	Iteration 24Q: 3 clusters Score -38736.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38738.414062 Penalty: 2916.744385
	Iteration 25Q: 3 clusters Score -38738.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38738.414062 Penalty: 2916.744385
	Iteration 26F: 3 clusters Score -38738.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 2881 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 21572 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 48942 members 
Mstep: Class 14 contains 57363 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 47585 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 2784 members 
Mstep: Class 23 contains 142329 members 
Mstep: Class 24 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760812.000000 Penalty: 81056.015625
Iteration 239Q: 26 clusters Score -6.276081e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 56515 members 
Mstep: Class 14 contains 57286 members 
Mstep: Class 15 contains 87206 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 47425 members 
Mstep: Class 18 contains 8612 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 138179 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764108.000000 Penalty: 81056.015625
Iteration 240F: 26 clusters Score -6.276411e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 62679 members 
Mstep: Class 14 contains 56654 members 
Mstep: Class 15 contains 88438 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 47306 members 
Mstep: Class 18 contains 8449 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 132234 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62766848.000000 Penalty: 81056.015625
Iteration 241Q: 26 clusters Score -6.276685e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21307 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 69173 members 
Mstep: Class 14 contains 55892 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 47212 members 
Mstep: Class 18 contains 8285 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 125037 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62769696.000000 Penalty: 81056.015625
Iteration 242Q: 26 clusters Score -6.27697e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21191 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 75410 members 
Mstep: Class 14 contains 54899 members 
Mstep: Class 15 contains 93560 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 47182 members 
Mstep: Class 18 contains 8108 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2861 members 
Mstep: Class 23 contains 117627 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772528.000000 Penalty: 81056.015625
Iteration 243Q: 26 clusters Score -6.277253e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3281 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21091 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 80738 members 
Mstep: Class 14 contains 53819 members 
Mstep: Class 15 contains 96692 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 47219 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 110865 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775024.000000 Penalty: 81056.015625
Iteration 244Q: 26 clusters Score -6.277502e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20968 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 84525 members 
Mstep: Class 14 contains 52728 members 
Mstep: Class 15 contains 99829 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 47326 members 
Mstep: Class 18 contains 7790 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 105548 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776492.000000 Penalty: 81056.015625
Iteration 245Q: 26 clusters Score -6.277649e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20849 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 87366 members 
Mstep: Class 14 contains 51738 members 
Mstep: Class 15 contains 102263 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 47612 members 
Mstep: Class 18 contains 7644 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 101583 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776912.000000 Penalty: 81056.015625
Iteration 246Q: 26 clusters Score -6.277691e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2407 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 89479 members 
Mstep: Class 14 contains 50913 members 
Mstep: Class 15 contains 103811 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 48034 members 
Mstep: Class 18 contains 7544 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 98859 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776396.000000 Penalty: 81056.015625
Iteration 247Q: 26 clusters Score -6.27764e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2392 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20666 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 90598 members 
Mstep: Class 14 contains 50220 members 
Mstep: Class 15 contains 104851 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 48609 members 
Mstep: Class 18 contains 7477 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2667 members 
Mstep: Class 23 contains 97224 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775976.000000 Penalty: 81056.015625
Iteration 248Q: 26 clusters Score -6.277598e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 91082 members 
Mstep: Class 14 contains 49593 members 
Mstep: Class 15 contains 105684 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 49255 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2599 members 
Mstep: Class 23 contains 96245 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776044.000000 Penalty: 81056.015625
Iteration 249Q: 26 clusters Score -6.277604e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3288 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20552 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 91463 members 
Mstep: Class 14 contains 49038 members 
Mstep: Class 15 contains 106301 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 49837 members 
Mstep: Class 18 contains 7371 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 95508 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776112.000000 Penalty: 81056.015625
Iteration 250Q: 26 clusters Score -6.277611e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 91827 members 
Mstep: Class 14 contains 48514 members 
Mstep: Class 15 contains 106753 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 50333 members 
Mstep: Class 18 contains 7337 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6809 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 94940 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775932.000000 Penalty: 81056.015625
Iteration 251Q: 26 clusters Score -6.277593e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20495 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 92178 members 
Mstep: Class 14 contains 48043 members 
Mstep: Class 15 contains 107111 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 50761 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6810 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 94466 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775660.000000 Penalty: 81056.015625
Iteration 252Q: 26 clusters Score -6.277566e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20475 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 92510 members 
Mstep: Class 14 contains 47609 members 
Mstep: Class 15 contains 107396 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 51141 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 94060 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775504.000000 Penalty: 81056.015625
Iteration 253Q: 26 clusters Score -6.27755e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20458 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 92832 members 
Mstep: Class 14 contains 47202 members 
Mstep: Class 15 contains 107631 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 51490 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6800 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 93678 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775364.000000 Penalty: 81056.015625
Iteration 254Q: 26 clusters Score -6.277536e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20445 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 93152 members 
Mstep: Class 14 contains 46815 members 
Mstep: Class 15 contains 107807 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 51820 members 
Mstep: Class 18 contains 7261 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 93348 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775128.000000 Penalty: 81056.015625
Iteration 255Q: 26 clusters Score -6.277513e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20442 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 93462 members 
Mstep: Class 14 contains 46466 members 
Mstep: Class 15 contains 107939 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 52112 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6798 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2115 members 
Mstep: Class 23 contains 93034 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775108.000000 Penalty: 81056.015625
Iteration 256Q: 26 clusters Score -6.277511e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20430 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 93758 members 
Mstep: Class 14 contains 46162 members 
Mstep: Class 15 contains 108033 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 52369 members 
Mstep: Class 18 contains 7233 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2075 members 
Mstep: Class 23 contains 92768 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775136.000000 Penalty: 81056.015625
Iteration 257Q: 26 clusters Score -6.277514e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20414 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 94000 members 
Mstep: Class 14 contains 45902 members 
Mstep: Class 15 contains 108121 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 52629 members 
Mstep: Class 18 contains 7224 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2044 members 
Mstep: Class 23 contains 92501 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774872.000000 Penalty: 81056.015625
Iteration 258Q: 26 clusters Score -6.277487e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20399 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 94225 members 
Mstep: Class 14 contains 45670 members 
Mstep: Class 15 contains 108198 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 52864 members 
Mstep: Class 18 contains 7219 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 92257 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774896.000000 Penalty: 81056.015625
Iteration 259Q: 26 clusters Score -6.27749e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20394 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 94473 members 
Mstep: Class 14 contains 45489 members 
Mstep: Class 15 contains 108218 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 53000 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6800 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 92082 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775300.000000 Penalty: 81056.015625
Iteration 260F: 26 clusters Score -6.27753e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20383 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 96128 members 
Mstep: Class 14 contains 45297 members 
Mstep: Class 15 contains 108255 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 53132 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1960 members 
Mstep: Class 23 contains 90555 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775336.000000 Penalty: 81056.015625
Iteration 261Q: 26 clusters Score -6.277534e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3576 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20359 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 97892 members 
Mstep: Class 14 contains 45093 members 
Mstep: Class 15 contains 108197 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53319 members 
Mstep: Class 18 contains 7139 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6802 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1936 members 
Mstep: Class 23 contains 89004 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775772.000000 Penalty: 81056.015625
Iteration 262Q: 26 clusters Score -6.277577e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 99656 members 
Mstep: Class 14 contains 44867 members 
Mstep: Class 15 contains 107993 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53479 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6790 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 87640 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776408.000000 Penalty: 81056.015625
Iteration 263Q: 26 clusters Score -6.277641e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20309 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 101326 members 
Mstep: Class 14 contains 44636 members 
Mstep: Class 15 contains 107102 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53608 members 
Mstep: Class 18 contains 7064 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1888 members 
Mstep: Class 23 contains 87098 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776816.000000 Penalty: 81056.015625
Iteration 264Q: 26 clusters Score -6.277682e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20286 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 102891 members 
Mstep: Class 14 contains 44363 members 
Mstep: Class 15 contains 106330 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53726 members 
Mstep: Class 18 contains 7025 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6779 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1875 members 
Mstep: Class 23 contains 86591 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777196.000000 Penalty: 81056.015625
Iteration 265Q: 26 clusters Score -6.27772e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20267 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 104325 members 
Mstep: Class 14 contains 44087 members 
Mstep: Class 15 contains 105578 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53821 members 
Mstep: Class 18 contains 6993 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1873 members 
Mstep: Class 23 contains 86181 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777652.000000 Penalty: 81056.015625
Iteration 266Q: 26 clusters Score -6.277765e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20243 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 105725 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 104747 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53921 members 
Mstep: Class 18 contains 6957 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1874 members 
Mstep: Class 23 contains 85901 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778056.000000 Penalty: 81056.015625
Iteration 267Q: 26 clusters Score -6.277806e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 107014 members 
Mstep: Class 14 contains 43504 members 
Mstep: Class 15 contains 103844 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54005 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6760 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 85836 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778452.000000 Penalty: 81056.015625
Iteration 268Q: 26 clusters Score -6.277845e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3683 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20175 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108241 members 
Mstep: Class 14 contains 43199 members 
Mstep: Class 15 contains 102905 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54066 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6753 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1863 members 
Mstep: Class 23 contains 85896 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778720.000000 Penalty: 81056.015625
Iteration 269Q: 26 clusters Score -6.277872e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20145 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109304 members 
Mstep: Class 14 contains 42863 members 
Mstep: Class 15 contains 102158 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54161 members 
Mstep: Class 18 contains 6850 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6746 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1865 members 
Mstep: Class 23 contains 85919 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778896.000000 Penalty: 81056.015625
Iteration 270Q: 26 clusters Score -6.27789e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20112 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110186 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 101410 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54287 members 
Mstep: Class 18 contains 6820 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 86068 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778972.000000 Penalty: 81056.015625
Iteration 271Q: 26 clusters Score -6.277897e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20070 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110978 members 
Mstep: Class 14 contains 42243 members 
Mstep: Class 15 contains 100583 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54407 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6747 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 86378 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779444.000000 Penalty: 81056.015625
Iteration 272Q: 26 clusters Score -6.277944e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20038 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111662 members 
Mstep: Class 14 contains 41961 members 
Mstep: Class 15 contains 99659 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 86864 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779612.000000 Penalty: 81056.015625
Iteration 273Q: 26 clusters Score -6.277961e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112119 members 
Mstep: Class 14 contains 41698 members 
Mstep: Class 15 contains 98629 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 54701 members 
Mstep: Class 18 contains 6712 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6751 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 87625 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779700.000000 Penalty: 81056.015625
Iteration 274Q: 26 clusters Score -6.27797e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3827 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19979 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112457 members 
Mstep: Class 14 contains 41381 members 
Mstep: Class 15 contains 97632 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54892 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 88491 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780012.000000 Penalty: 81056.015625
Iteration 275Q: 26 clusters Score -6.278001e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19945 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112570 members 
Mstep: Class 14 contains 41099 members 
Mstep: Class 15 contains 96581 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 55083 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 89637 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780216.000000 Penalty: 81056.015625
Iteration 276Q: 26 clusters Score -6.278022e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19920 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112617 members 
Mstep: Class 14 contains 40835 members 
Mstep: Class 15 contains 95454 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 55275 members 
Mstep: Class 18 contains 6589 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6751 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 90891 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780276.000000 Penalty: 81056.015625
Iteration 277Q: 26 clusters Score -6.278028e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19892 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112501 members 
Mstep: Class 14 contains 40605 members 
Mstep: Class 15 contains 94143 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 55521 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 92377 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780276.000000 Penalty: 81056.015625
Iteration 278Q: 26 clusters Score -6.278028e+07 nChanged 4503
Entering ConstructFrom: 
Score: -62780276.000000 Penalty: 81056.015625
Entering ConstructFrom: 
Trying to split cluster 1 (28725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Entering Unmasked Estep 
Score: -3926032.000000 Penalty: 2545.849609
	Iteration 0F: 2 clusters Score -3926032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3906146.500000 Penalty: 5091.699219
	Iteration 0F: 3 clusters Score -3906146 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3913165.000000 Penalty: 5091.699219
	Iteration 1F: 3 clusters Score -3913165 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3913597.750000 Penalty: 5091.699219
	Iteration 2Q: 3 clusters Score -3913598 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3913965.000000 Penalty: 5091.699219
	Iteration 3Q: 3 clusters Score -3913965 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3914274.000000 Penalty: 5091.699219
	Iteration 4Q: 3 clusters Score -3914274 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3914529.750000 Penalty: 5091.699219
	Iteration 5Q: 3 clusters Score -3914530 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3914808.750000 Penalty: 5091.699219
	Iteration 6Q: 3 clusters Score -3914809 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3915131.000000 Penalty: 5091.699219
	Iteration 7Q: 3 clusters Score -3915131 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3915485.500000 Penalty: 5091.699219
	Iteration 8Q: 3 clusters Score -3915486 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3915989.000000 Penalty: 5091.699219
	Iteration 9Q: 3 clusters Score -3915989 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3916692.500000 Penalty: 5091.699219
	Iteration 10Q: 3 clusters Score -3916692 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3917714.000000 Penalty: 5091.699219
	Iteration 11F: 3 clusters Score -3917714 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3919072.750000 Penalty: 5091.699219
	Iteration 12F: 3 clusters Score -3919073 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3920471.250000 Penalty: 5091.699219
	Iteration 13F: 3 clusters Score -3920471 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3921637.250000 Penalty: 5091.699219
	Iteration 14Q: 3 clusters Score -3921637 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3922560.250000 Penalty: 5091.699219
	Iteration 15Q: 3 clusters Score -3922560 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3923116.000000 Penalty: 5091.699219
	Iteration 16Q: 3 clusters Score -3923116 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3923402.250000 Penalty: 5091.699219
	Iteration 17Q: 3 clusters Score -3923402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3923524.000000 Penalty: 5091.699219
	Iteration 18Q: 3 clusters Score -3923524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3923605.750000 Penalty: 5091.699219
	Iteration 19Q: 3 clusters Score -3923606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3923657.250000 Penalty: 5091.699219
	Iteration 20F: 3 clusters Score -3923657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3923701.750000 Penalty: 5091.699219
	Iteration 21Q: 3 clusters Score -3923702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3923723.250000 Penalty: 5091.699219
	Iteration 22Q: 3 clusters Score -3923723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3923732.750000 Penalty: 5091.699219
	Iteration 23Q: 3 clusters Score -3923733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3923744.500000 Penalty: 5091.699219
	Iteration 24Q: 3 clusters Score -3923744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3923757.000000 Penalty: 5091.699219
	Iteration 25Q: 3 clusters Score -3923757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3923767.500000 Penalty: 5091.699219
	Iteration 26Q: 3 clusters Score -3923768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3923776.000000 Penalty: 5091.699219
	Iteration 27Q: 3 clusters Score -3923776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3923781.750000 Penalty: 5091.699219
	Iteration 28Q: 3 clusters Score -3923782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3923795.500000 Penalty: 5091.699219
	Iteration 29Q: 3 clusters Score -3923796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3923813.250000 Penalty: 5091.699219
	Iteration 30Q: 3 clusters Score -3923813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3923830.000000 Penalty: 5091.699219
	Iteration 31Q: 3 clusters Score -3923830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3923833.500000 Penalty: 5091.699219
	Iteration 32Q: 3 clusters Score -3923834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3923833.750000 Penalty: 5091.699219
	Iteration 33Q: 3 clusters Score -3923834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3923832.500000 Penalty: 5091.699219
	Iteration 34Q: 3 clusters Score -3923832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3923836.000000 Penalty: 5091.699219
	Iteration 35Q: 3 clusters Score -3923836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3923839.750000 Penalty: 5091.699219
	Iteration 36Q: 3 clusters Score -3923840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3923840.750000 Penalty: 5091.699219
	Iteration 37Q: 3 clusters Score -3923841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3923840.750000 Penalty: 5091.699219
	Iteration 38Q: 3 clusters Score -3923841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3923836.250000 Penalty: 5091.699219
	Iteration 39Q: 3 clusters Score -3923836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3923840.000000 Penalty: 5091.699219
	Iteration 40F: 3 clusters Score -3923840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3923842.500000 Penalty: 5091.699219
	Iteration 41Q: 3 clusters Score -3923842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3923839.500000 Penalty: 5091.699219
	Iteration 42Q: 3 clusters Score -3923840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3923838.500000 Penalty: 5091.699219
	Iteration 43Q: 3 clusters Score -3923838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3923838.500000 Penalty: 5091.699219
	Iteration 44F: 3 clusters Score -3923838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -41677.902344 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -41677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40446.183594 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -40446.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40671.847656 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -40671.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40829.031250 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -40829.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41015.835938 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -41015.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41494.058594 Penalty: 2959.208984
	Iteration 4F: 3 clusters Score -41494.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41772.062500 Penalty: 2959.208984
	Iteration 5F: 3 clusters Score -41772.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -42043.234375 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -42043.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42105.707031 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -42105.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -42150.406250 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -42150.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42175.566406 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -42175.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42193.292969 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -42193.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42204.578125 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -42204.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -42231.925781 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -42231.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42302.847656 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -42302.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -42337.121094 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -42337.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -42369.964844 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -42369.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -42382.949219 Penalty: 2959.208984
	Iteration 16Q: 3 clusters Score -42382.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42389.957031 Penalty: 2959.208984
	Iteration 17Q: 3 clusters Score -42389.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42397.742188 Penalty: 2959.208984
	Iteration 18F: 3 clusters Score -42397.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -42420.464844 Penalty: 2959.208984
	Iteration 19Q: 3 clusters Score -42420.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -42425.792969 Penalty: 2959.208984
	Iteration 20F: 3 clusters Score -42425.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 3936 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19879 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112335 members 
Mstep: Class 14 contains 40375 members 
Mstep: Class 15 contains 92646 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 55768 members 
Mstep: Class 18 contains 6534 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 94057 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 77 members 
Entering Unmasked Estep 
Score: -62778884.000000 Penalty: 84298.257812
Splitting cluster 2 changes total score from -62780276.000000 to -62778884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -504240.312500 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -504240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -500403.437500 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -500403.4 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -501378.531250 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -501378.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -501641.375000 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -501641.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -501819.062500 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -501819.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -501951.062500 Penalty: 4105.848633
	Iteration 4Q: 3 clusters Score -501951.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -502047.437500 Penalty: 4105.848633
	Iteration 5Q: 3 clusters Score -502047.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -502122.281250 Penalty: 4105.848633
	Iteration 6Q: 3 clusters Score -502122.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -502188.562500 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -502188.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -502230.343750 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -502230.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -502271.218750 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -502271.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -502306.250000 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -502306.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -502338.531250 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -502338.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -502371.281250 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -502371.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -502403.218750 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -502403.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -502433.437500 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -502433.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -502452.343750 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -502452.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -502472.062500 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -502472.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -502485.968750 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -502486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -502498.468750 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -502498.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -502508.156250 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -502508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -502516.687500 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -502516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -502522.562500 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -502522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -502527.968750 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -502528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -502532.312500 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -502532.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -502538.093750 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -502538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -502540.093750 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -502540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -502540.406250 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -502540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -502540.406250 Penalty: 4105.848633
	Iteration 27F: 3 clusters Score -502540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -177282.843750 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -177282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175076.984375 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -175077 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175439.578125 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -175439.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175566.093750 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -175566.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175641.625000 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -175641.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175697.218750 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -175697.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175750.828125 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -175750.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -175801.156250 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -175801.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175836.734375 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -175836.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -175864.796875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -175864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -175890.390625 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -175890.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175923.093750 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -175923.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175955.687500 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -175955.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175987.437500 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -175987.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -176021.828125 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -176021.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -176057.515625 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -176057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176104.359375 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -176104.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -176144.625000 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -176144.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -176180.781250 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -176180.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176207.296875 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -176207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -176218.546875 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -176218.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -176232.109375 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -176232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -176241.468750 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -176241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -176250.687500 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -176250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -176259.328125 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -176259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176263.093750 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -176263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176270.625000 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -176270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176275.890625 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -176275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176280.703125 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -176280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -176285.828125 Penalty: 3589.937988
	Iteration 28Q: 3 clusters Score -176285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176288.468750 Penalty: 3589.937988
	Iteration 29Q: 3 clusters Score -176288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176290.625000 Penalty: 3589.937988
	Iteration 30Q: 3 clusters Score -176290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176290.875000 Penalty: 3589.937988
	Iteration 31Q: 3 clusters Score -176290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176290.875000 Penalty: 3589.937988
	Iteration 32F: 3 clusters Score -176290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -12457.003906 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -12457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11630.805664 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -11630.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11638.854492 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -11638.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11638.854492 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -11638.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84476.890625 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84476.89 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84873.070312 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84873.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85128.531250 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85128.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85451.031250 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85451.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85804.906250 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -85804.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85991.828125 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -85991.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86164.937500 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -86164.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86228.484375 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -86228.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86248.406250 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -86248.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86287.843750 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -86287.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86410.062500 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -86410.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86476.257812 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -86476.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86487.195312 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -86487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86487.195312 Penalty: 3291.429688
	Iteration 13F: 3 clusters Score -86487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3936 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19879 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112335 members 
Mstep: Class 14 contains 40375 members 
Mstep: Class 15 contains 92646 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 55768 members 
Mstep: Class 18 contains 6534 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 94057 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 400 members 
Entering Unmasked Estep 
Score: -62778556.000000 Penalty: 84298.257812
Splitting cluster 6 changes total score from -62780276.000000 to -62778556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -308047.750000 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -308047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -305206.187500 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -305206.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -305724.468750 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -305724.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -305845.218750 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -305845.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -305940.656250 Penalty: 3835.255127
	Iteration 3Q: 3 clusters Score -305940.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306017.312500 Penalty: 3835.255127
	Iteration 4Q: 3 clusters Score -306017.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -306066.812500 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -306066.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -306113.062500 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -306113.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -306154.750000 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -306154.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -306183.687500 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -306183.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -306211.218750 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -306211.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -306249.250000 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -306249.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -306292.937500 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -306292.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -306334.343750 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -306334.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -306370.437500 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -306370.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -306407.625000 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -306407.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -306441.062500 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -306441.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -306468.375000 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -306468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -306486.593750 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -306486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -306500.500000 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -306500.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -306520.468750 Penalty: 3835.255127
	Iteration 19Q: 3 clusters Score -306520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -306540.718750 Penalty: 3835.255127
	Iteration 20F: 3 clusters Score -306540.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -306551.125000 Penalty: 3835.255127
	Iteration 21Q: 3 clusters Score -306551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -306558.125000 Penalty: 3835.255127
	Iteration 22Q: 3 clusters Score -306558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -306562.906250 Penalty: 3835.255127
	Iteration 23Q: 3 clusters Score -306562.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -306566.218750 Penalty: 3835.255127
	Iteration 24Q: 3 clusters Score -306566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -306569.906250 Penalty: 3835.255127
	Iteration 25Q: 3 clusters Score -306569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -306575.062500 Penalty: 3835.255127
	Iteration 26Q: 3 clusters Score -306575.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -306578.343750 Penalty: 3835.255127
	Iteration 27Q: 3 clusters Score -306578.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -306580.562500 Penalty: 3835.255127
	Iteration 28Q: 3 clusters Score -306580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -306582.375000 Penalty: 3835.255127
	Iteration 29Q: 3 clusters Score -306582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -306583.000000 Penalty: 3835.255127
	Iteration 30Q: 3 clusters Score -306583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -306584.718750 Penalty: 3835.255127
	Iteration 31Q: 3 clusters Score -306584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -306584.843750 Penalty: 3835.255127
	Iteration 32Q: 3 clusters Score -306584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -306584.843750 Penalty: 3835.255127
	Iteration 33F: 3 clusters Score -306584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -348550.031250 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -348550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -345437.843750 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -345437.8 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -346114.156250 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -346114.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -346286.656250 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -346286.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -346373.500000 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -346373.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346424.500000 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -346424.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -346451.812500 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -346451.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346472.562500 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -346472.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -346491.062500 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -346491.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -346501.968750 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -346502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346507.437500 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -346507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -346510.937500 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -346510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -346515.250000 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -346515.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -346519.187500 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -346519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -346522.343750 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -346522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346524.500000 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -346524.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346528.656250 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -346528.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346534.250000 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -346534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -346537.468750 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -346537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -346539.187500 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -346539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346540.375000 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -346540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346540.375000 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -346540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -243377.671875 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -243377.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -240839.906250 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -240839.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -241270.000000 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -241270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -241395.265625 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -241395.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -241461.031250 Penalty: 3725.445068
	Iteration 3Q: 3 clusters Score -241461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -241502.296875 Penalty: 3725.445068
	Iteration 4Q: 3 clusters Score -241502.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -241527.593750 Penalty: 3725.445068
	Iteration 5Q: 3 clusters Score -241527.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -241549.453125 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -241549.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -241563.421875 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -241563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -241572.750000 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -241572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -241580.421875 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -241580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241584.406250 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -241584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -241589.328125 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -241589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241591.890625 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -241591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241592.609375 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -241592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -241593.578125 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -241593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -241593.578125 Penalty: 3725.445068
	Iteration 15F: 3 clusters Score -241593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -75998.367188 Penalty: 1604.374023
	Iteration 0F: 2 clusters Score -75998.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74389.031250 Penalty: 3208.748047
	Iteration 0F: 3 clusters Score -74389.03 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74680.703125 Penalty: 3208.748047
	Iteration 1F: 3 clusters Score -74680.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74787.976562 Penalty: 3208.748047
	Iteration 2F: 3 clusters Score -74787.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74868.554688 Penalty: 3208.748047
	Iteration 3Q: 3 clusters Score -74868.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74915.945312 Penalty: 3208.748047
	Iteration 4Q: 3 clusters Score -74915.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74949.492188 Penalty: 3208.748047
	Iteration 5Q: 3 clusters Score -74949.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74990.296875 Penalty: 3208.748047
	Iteration 6Q: 3 clusters Score -74990.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75029.757812 Penalty: 3208.748047
	Iteration 7Q: 3 clusters Score -75029.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75051.609375 Penalty: 3208.748047
	Iteration 8Q: 3 clusters Score -75051.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75070.179688 Penalty: 3208.748047
	Iteration 9Q: 3 clusters Score -75070.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75094.195312 Penalty: 3208.748047
	Iteration 10Q: 3 clusters Score -75094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75120.109375 Penalty: 3208.748047
	Iteration 11Q: 3 clusters Score -75120.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75139.945312 Penalty: 3208.748047
	Iteration 12Q: 3 clusters Score -75139.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75164.531250 Penalty: 3208.748047
	Iteration 13Q: 3 clusters Score -75164.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75193.335938 Penalty: 3208.748047
	Iteration 14Q: 3 clusters Score -75193.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75213.257812 Penalty: 3208.748047
	Iteration 15Q: 3 clusters Score -75213.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75229.765625 Penalty: 3208.748047
	Iteration 16Q: 3 clusters Score -75229.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75255.781250 Penalty: 3208.748047
	Iteration 17Q: 3 clusters Score -75255.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75268.187500 Penalty: 3208.748047
	Iteration 18Q: 3 clusters Score -75268.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75277.976562 Penalty: 3208.748047
	Iteration 19Q: 3 clusters Score -75277.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75283.898438 Penalty: 3208.748047
	Iteration 20F: 3 clusters Score -75283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75292.507812 Penalty: 3208.748047
	Iteration 21Q: 3 clusters Score -75292.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75299.296875 Penalty: 3208.748047
	Iteration 22Q: 3 clusters Score -75299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75302.789062 Penalty: 3208.748047
	Iteration 23Q: 3 clusters Score -75302.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75308.703125 Penalty: 3208.748047
	Iteration 24Q: 3 clusters Score -75308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75313.562500 Penalty: 3208.748047
	Iteration 25Q: 3 clusters Score -75313.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75313.562500 Penalty: 3208.748047
	Iteration 26F: 3 clusters Score -75313.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Entering Unmasked Estep 
Score: -2696985.500000 Penalty: 2454.559814
	Iteration 0F: 2 clusters Score -2696986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2682901.000000 Penalty: 4909.119629
	Iteration 0F: 3 clusters Score -2682901 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2687670.500000 Penalty: 4909.119629
	Iteration 1F: 3 clusters Score -2687670 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2688152.500000 Penalty: 4909.119629
	Iteration 2F: 3 clusters Score -2688152 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2688568.750000 Penalty: 4909.119629
	Iteration 3F: 3 clusters Score -2688569 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2688960.000000 Penalty: 4909.119629
	Iteration 4Q: 3 clusters Score -2688960 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2689365.750000 Penalty: 4909.119629
	Iteration 5Q: 3 clusters Score -2689366 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2689863.500000 Penalty: 4909.119629
	Iteration 6Q: 3 clusters Score -2689864 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2690381.250000 Penalty: 4909.119629
	Iteration 7Q: 3 clusters Score -2690381 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2690965.000000 Penalty: 4909.119629
	Iteration 8Q: 3 clusters Score -2690965 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2691630.250000 Penalty: 4909.119629
	Iteration 9Q: 3 clusters Score -2691630 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2692311.750000 Penalty: 4909.119629
	Iteration 10Q: 3 clusters Score -2692312 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2692837.500000 Penalty: 4909.119629
	Iteration 11Q: 3 clusters Score -2692838 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2693207.250000 Penalty: 4909.119629
	Iteration 12Q: 3 clusters Score -2693207 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2693441.500000 Penalty: 4909.119629
	Iteration 13Q: 3 clusters Score -2693442 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2693572.250000 Penalty: 4909.119629
	Iteration 14Q: 3 clusters Score -2693572 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2693693.000000 Penalty: 4909.119629
	Iteration 15Q: 3 clusters Score -2693693 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2693786.500000 Penalty: 4909.119629
	Iteration 16Q: 3 clusters Score -2693786 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2693892.750000 Penalty: 4909.119629
	Iteration 17Q: 3 clusters Score -2693893 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2693982.500000 Penalty: 4909.119629
	Iteration 18Q: 3 clusters Score -2693982 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2694079.250000 Penalty: 4909.119629
	Iteration 19Q: 3 clusters Score -2694079 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2694145.500000 Penalty: 4909.119629
	Iteration 20F: 3 clusters Score -2694146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2694211.000000 Penalty: 4909.119629
	Iteration 21Q: 3 clusters Score -2694211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2694267.000000 Penalty: 4909.119629
	Iteration 22Q: 3 clusters Score -2694267 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2694316.250000 Penalty: 4909.119629
	Iteration 23Q: 3 clusters Score -2694316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2694347.750000 Penalty: 4909.119629
	Iteration 24Q: 3 clusters Score -2694348 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2694369.000000 Penalty: 4909.119629
	Iteration 25Q: 3 clusters Score -2694369 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2694387.750000 Penalty: 4909.119629
	Iteration 26Q: 3 clusters Score -2694388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2694403.750000 Penalty: 4909.119629
	Iteration 27Q: 3 clusters Score -2694404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2694421.250000 Penalty: 4909.119629
	Iteration 28Q: 3 clusters Score -2694421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2694431.500000 Penalty: 4909.119629
	Iteration 29Q: 3 clusters Score -2694432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2694439.250000 Penalty: 4909.119629
	Iteration 30Q: 3 clusters Score -2694439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2694438.000000 Penalty: 4909.119629
	Iteration 31Q: 3 clusters Score -2694438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2694450.000000 Penalty: 4909.119629
	Iteration 32Q: 3 clusters Score -2694450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2694454.500000 Penalty: 4909.119629
	Iteration 33Q: 3 clusters Score -2694454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2694458.750000 Penalty: 4909.119629
	Iteration 34Q: 3 clusters Score -2694459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2694449.750000 Penalty: 4909.119629
	Iteration 35Q: 3 clusters Score -2694450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2694450.500000 Penalty: 4909.119629
	Iteration 36Q: 3 clusters Score -2694450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2694446.750000 Penalty: 4909.119629
	Iteration 37Q: 3 clusters Score -2694447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2694455.250000 Penalty: 4909.119629
	Iteration 38Q: 3 clusters Score -2694455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2694454.500000 Penalty: 4909.119629
	Iteration 39Q: 3 clusters Score -2694454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2694455.750000 Penalty: 4909.119629
	Iteration 40F: 3 clusters Score -2694456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2694452.000000 Penalty: 4909.119629
	Iteration 41Q: 3 clusters Score -2694452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2694456.000000 Penalty: 4909.119629
	Iteration 42Q: 3 clusters Score -2694456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2694453.250000 Penalty: 4909.119629
	Iteration 43Q: 3 clusters Score -2694453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2694456.500000 Penalty: 4909.119629
	Iteration 44Q: 3 clusters Score -2694456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2694458.500000 Penalty: 4909.119629
	Iteration 45Q: 3 clusters Score -2694458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2694455.750000 Penalty: 4909.119629
	Iteration 46Q: 3 clusters Score -2694456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2694456.750000 Penalty: 4909.119629
	Iteration 47Q: 3 clusters Score -2694457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2694455.250000 Penalty: 4909.119629
	Iteration 48Q: 3 clusters Score -2694455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2694458.500000 Penalty: 4909.119629
	Iteration 49Q: 3 clusters Score -2694458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2694454.750000 Penalty: 4909.119629
	Iteration 50Q: 3 clusters Score -2694455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2694453.000000 Penalty: 4909.119629
	Iteration 51Q: 3 clusters Score -2694453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2694457.250000 Penalty: 4909.119629
	Iteration 52Q: 3 clusters Score -2694457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2694456.750000 Penalty: 4909.119629
	Iteration 53Q: 3 clusters Score -2694457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2694463.500000 Penalty: 4909.119629
	Iteration 54Q: 3 clusters Score -2694464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2694466.500000 Penalty: 4909.119629
	Iteration 55Q: 3 clusters Score -2694466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2694467.250000 Penalty: 4909.119629
	Iteration 56Q: 3 clusters Score -2694467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2694468.500000 Penalty: 4909.119629
	Iteration 57Q: 3 clusters Score -2694468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2694467.250000 Penalty: 4909.119629
	Iteration 58Q: 3 clusters Score -2694467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2694466.250000 Penalty: 4909.119629
	Iteration 59Q: 3 clusters Score -2694466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2694468.750000 Penalty: 4909.119629
	Iteration 60F: 3 clusters Score -2694469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2694470.750000 Penalty: 4909.119629
	Iteration 61Q: 3 clusters Score -2694471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2694470.250000 Penalty: 4909.119629
	Iteration 62Q: 3 clusters Score -2694470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2694472.250000 Penalty: 4909.119629
	Iteration 63Q: 3 clusters Score -2694472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2694472.000000 Penalty: 4909.119629
	Iteration 64Q: 3 clusters Score -2694472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2694475.750000 Penalty: 4909.119629
	Iteration 65Q: 3 clusters Score -2694476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2694475.500000 Penalty: 4909.119629
	Iteration 66Q: 3 clusters Score -2694476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2694473.250000 Penalty: 4909.119629
	Iteration 67Q: 3 clusters Score -2694473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2694475.500000 Penalty: 4909.119629
	Iteration 68Q: 3 clusters Score -2694476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2694476.500000 Penalty: 4909.119629
	Iteration 69Q: 3 clusters Score -2694476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2694478.000000 Penalty: 4909.119629
	Iteration 70Q: 3 clusters Score -2694478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2694479.000000 Penalty: 4909.119629
	Iteration 71Q: 3 clusters Score -2694479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2694481.750000 Penalty: 4909.119629
	Iteration 72Q: 3 clusters Score -2694482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2694481.750000 Penalty: 4909.119629
	Iteration 73F: 3 clusters Score -2694482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19203.912109 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19203.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19284.574219 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19284.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19400.562500 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -19400.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19474.078125 Penalty: 2661.523926
	Iteration 3F: 3 clusters Score -19474.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19509.076172 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19509.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19558.330078 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -19558.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19603.666016 Penalty: 2661.523926
	Iteration 6Q: 3 clusters Score -19603.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19611.742188 Penalty: 2661.523926
	Iteration 7Q: 3 clusters Score -19611.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19618.216797 Penalty: 2661.523926
	Iteration 8Q: 3 clusters Score -19618.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19641.208984 Penalty: 2661.523926
	Iteration 9Q: 3 clusters Score -19641.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19648.931641 Penalty: 2661.523926
	Iteration 10Q: 3 clusters Score -19648.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19667.460938 Penalty: 2661.523926
	Iteration 11Q: 3 clusters Score -19667.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19684.578125 Penalty: 2661.523926
	Iteration 12Q: 3 clusters Score -19684.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19702.257812 Penalty: 2661.523926
	Iteration 13Q: 3 clusters Score -19702.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19731.625000 Penalty: 2661.523926
	Iteration 14Q: 3 clusters Score -19731.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19767.576172 Penalty: 2661.523926
	Iteration 15Q: 3 clusters Score -19767.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19788.910156 Penalty: 2661.523926
	Iteration 16Q: 3 clusters Score -19788.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19808.619141 Penalty: 2661.523926
	Iteration 17Q: 3 clusters Score -19808.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19823.654297 Penalty: 2661.523926
	Iteration 18Q: 3 clusters Score -19823.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19823.654297 Penalty: 2661.523926
	Iteration 19F: 3 clusters Score -19823.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (112335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Entering Unmasked Estep 
Score: -15147307.000000 Penalty: 2884.051758
	Iteration 0F: 2 clusters Score -1.514731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -15071920.000000 Penalty: 5768.103516
	Iteration 0F: 3 clusters Score -1.507192e+07 nChanged 53433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -15102174.000000 Penalty: 5768.103516
	Iteration 1F: 3 clusters Score -1.510217e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -15102891.000000 Penalty: 5768.103516
	Iteration 2Q: 3 clusters Score -1.510289e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -15103375.000000 Penalty: 5768.103516
	Iteration 3Q: 3 clusters Score -1.510338e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -15103873.000000 Penalty: 5768.103516
	Iteration 4Q: 3 clusters Score -1.510387e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -15104384.000000 Penalty: 5768.103516
	Iteration 5Q: 3 clusters Score -1.510438e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -15104997.000000 Penalty: 5768.103516
	Iteration 6Q: 3 clusters Score -1.5105e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -15105500.000000 Penalty: 5768.103516
	Iteration 7Q: 3 clusters Score -1.51055e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -15106211.000000 Penalty: 5768.103516
	Iteration 8Q: 3 clusters Score -1.510621e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -15107042.000000 Penalty: 5768.103516
	Iteration 9Q: 3 clusters Score -1.510704e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -15108018.000000 Penalty: 5768.103516
	Iteration 10Q: 3 clusters Score -1.510802e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -15109740.000000 Penalty: 5768.103516
	Iteration 11Q: 3 clusters Score -1.510974e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -15112691.000000 Penalty: 5768.103516
	Iteration 12Q: 3 clusters Score -1.511269e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -15116773.000000 Penalty: 5768.103516
	Iteration 13F: 3 clusters Score -1.511677e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -15120873.000000 Penalty: 5768.103516
	Iteration 14F: 3 clusters Score -1.512087e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -15123322.000000 Penalty: 5768.103516
	Iteration 15Q: 3 clusters Score -1.512332e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -15123987.000000 Penalty: 5768.103516
	Iteration 16Q: 3 clusters Score -1.512399e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -15124220.000000 Penalty: 5768.103516
	Iteration 17Q: 3 clusters Score -1.512422e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -15124277.000000 Penalty: 5768.103516
	Iteration 18Q: 3 clusters Score -1.512428e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -15124194.000000 Penalty: 5768.103516
	Iteration 19Q: 3 clusters Score -1.512419e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -15124185.000000 Penalty: 5768.103516
	Iteration 20F: 3 clusters Score -1.512418e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -15124206.000000 Penalty: 5768.103516
	Iteration 21Q: 3 clusters Score -1.512421e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -15124250.000000 Penalty: 5768.103516
	Iteration 22Q: 3 clusters Score -1.512425e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -15124306.000000 Penalty: 5768.103516
	Iteration 23Q: 3 clusters Score -1.512431e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -15124407.000000 Penalty: 5768.103516
	Iteration 24Q: 3 clusters Score -1.512441e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -15124565.000000 Penalty: 5768.103516
	Iteration 25Q: 3 clusters Score -1.512456e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -15124722.000000 Penalty: 5768.103516
	Iteration 26Q: 3 clusters Score -1.512472e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -15124824.000000 Penalty: 5768.103516
	Iteration 27Q: 3 clusters Score -1.512482e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -15124969.000000 Penalty: 5768.103516
	Iteration 28Q: 3 clusters Score -1.512497e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -15125154.000000 Penalty: 5768.103516
	Iteration 29Q: 3 clusters Score -1.512515e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -15125376.000000 Penalty: 5768.103516
	Iteration 30Q: 3 clusters Score -1.512538e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -15125632.000000 Penalty: 5768.103516
	Iteration 31Q: 3 clusters Score -1.512563e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -15125902.000000 Penalty: 5768.103516
	Iteration 32Q: 3 clusters Score -1.51259e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -15126200.000000 Penalty: 5768.103516
	Iteration 33Q: 3 clusters Score -1.51262e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -15126408.000000 Penalty: 5768.103516
	Iteration 34Q: 3 clusters Score -1.512641e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -15126726.000000 Penalty: 5768.103516
	Iteration 35Q: 3 clusters Score -1.512673e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -15126996.000000 Penalty: 5768.103516
	Iteration 36Q: 3 clusters Score -1.5127e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -15127256.000000 Penalty: 5768.103516
	Iteration 37Q: 3 clusters Score -1.512726e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -15127524.000000 Penalty: 5768.103516
	Iteration 38Q: 3 clusters Score -1.512752e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -15127864.000000 Penalty: 5768.103516
	Iteration 39Q: 3 clusters Score -1.512786e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -15128140.000000 Penalty: 5768.103516
	Iteration 40F: 3 clusters Score -1.512814e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -15128519.000000 Penalty: 5768.103516
	Iteration 41Q: 3 clusters Score -1.512852e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -15128897.000000 Penalty: 5768.103516
	Iteration 42Q: 3 clusters Score -1.51289e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -15129343.000000 Penalty: 5768.103516
	Iteration 43Q: 3 clusters Score -1.512934e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -15129780.000000 Penalty: 5768.103516
	Iteration 44Q: 3 clusters Score -1.512978e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -15130274.000000 Penalty: 5768.103516
	Iteration 45Q: 3 clusters Score -1.513027e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -15130936.000000 Penalty: 5768.103516
	Iteration 46Q: 3 clusters Score -1.513094e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -15131640.000000 Penalty: 5768.103516
	Iteration 47Q: 3 clusters Score -1.513164e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -15132337.000000 Penalty: 5768.103516
	Iteration 48Q: 3 clusters Score -1.513234e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -15133017.000000 Penalty: 5768.103516
	Iteration 49Q: 3 clusters Score -1.513302e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -15133567.000000 Penalty: 5768.103516
	Iteration 50Q: 3 clusters Score -1.513357e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -15134147.000000 Penalty: 5768.103516
	Iteration 51Q: 3 clusters Score -1.513415e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -15134676.000000 Penalty: 5768.103516
	Iteration 52Q: 3 clusters Score -1.513468e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -15135059.000000 Penalty: 5768.103516
	Iteration 53Q: 3 clusters Score -1.513506e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -15135460.000000 Penalty: 5768.103516
	Iteration 54Q: 3 clusters Score -1.513546e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -15135822.000000 Penalty: 5768.103516
	Iteration 55Q: 3 clusters Score -1.513582e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -15136208.000000 Penalty: 5768.103516
	Iteration 56Q: 3 clusters Score -1.513621e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -15136587.000000 Penalty: 5768.103516
	Iteration 57Q: 3 clusters Score -1.513659e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -15136890.000000 Penalty: 5768.103516
	Iteration 58Q: 3 clusters Score -1.513689e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -15137065.000000 Penalty: 5768.103516
	Iteration 59Q: 3 clusters Score -1.513706e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -15137843.000000 Penalty: 5768.103516
	Iteration 60F: 3 clusters Score -1.513784e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -15138702.000000 Penalty: 5768.103516
	Iteration 61Q: 3 clusters Score -1.51387e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -15139403.000000 Penalty: 5768.103516
	Iteration 62Q: 3 clusters Score -1.51394e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -15139800.000000 Penalty: 5768.103516
	Iteration 63Q: 3 clusters Score -1.51398e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -15139969.000000 Penalty: 5768.103516
	Iteration 64Q: 3 clusters Score -1.513997e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -15140242.000000 Penalty: 5768.103516
	Iteration 65Q: 3 clusters Score -1.514024e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -15140359.000000 Penalty: 5768.103516
	Iteration 66Q: 3 clusters Score -1.514036e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -15140506.000000 Penalty: 5768.103516
	Iteration 67Q: 3 clusters Score -1.514051e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -15140577.000000 Penalty: 5768.103516
	Iteration 68Q: 3 clusters Score -1.514058e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -15140670.000000 Penalty: 5768.103516
	Iteration 69Q: 3 clusters Score -1.514067e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -15140733.000000 Penalty: 5768.103516
	Iteration 70Q: 3 clusters Score -1.514073e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -15140713.000000 Penalty: 5768.103516
	Iteration 71Q: 3 clusters Score -1.514071e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -15140765.000000 Penalty: 5768.103516
	Iteration 72Q: 3 clusters Score -1.514076e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -15140911.000000 Penalty: 5768.103516
	Iteration 73Q: 3 clusters Score -1.514091e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -15140999.000000 Penalty: 5768.103516
	Iteration 74Q: 3 clusters Score -1.5141e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -15140964.000000 Penalty: 5768.103516
	Iteration 75Q: 3 clusters Score -1.514096e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -15140939.000000 Penalty: 5768.103516
	Iteration 76Q: 3 clusters Score -1.514094e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -15141056.000000 Penalty: 5768.103516
	Iteration 77Q: 3 clusters Score -1.514106e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -15141091.000000 Penalty: 5768.103516
	Iteration 78Q: 3 clusters Score -1.514109e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -15141054.000000 Penalty: 5768.103516
	Iteration 79Q: 3 clusters Score -1.514105e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -15141145.000000 Penalty: 5768.103516
	Iteration 80F: 3 clusters Score -1.514114e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -15141144.000000 Penalty: 5768.103516
	Iteration 81Q: 3 clusters Score -1.514114e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -15141263.000000 Penalty: 5768.103516
	Iteration 82Q: 3 clusters Score -1.514126e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -15141302.000000 Penalty: 5768.103516
	Iteration 83Q: 3 clusters Score -1.51413e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -15141281.000000 Penalty: 5768.103516
	Iteration 84Q: 3 clusters Score -1.514128e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -15141290.000000 Penalty: 5768.103516
	Iteration 85Q: 3 clusters Score -1.514129e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -15141284.000000 Penalty: 5768.103516
	Iteration 86Q: 3 clusters Score -1.514128e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -15141260.000000 Penalty: 5768.103516
	Iteration 87Q: 3 clusters Score -1.514126e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -15141279.000000 Penalty: 5768.103516
	Iteration 88Q: 3 clusters Score -1.514128e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -15141288.000000 Penalty: 5768.103516
	Iteration 89Q: 3 clusters Score -1.514129e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -15141277.000000 Penalty: 5768.103516
	Iteration 90Q: 3 clusters Score -1.514128e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -15141273.000000 Penalty: 5768.103516
	Iteration 91Q: 3 clusters Score -1.514127e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -15141254.000000 Penalty: 5768.103516
	Iteration 92Q: 3 clusters Score -1.514125e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -15141260.000000 Penalty: 5768.103516
	Iteration 93Q: 3 clusters Score -1.514126e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -15141256.000000 Penalty: 5768.103516
	Iteration 94Q: 3 clusters Score -1.514126e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -15141273.000000 Penalty: 5768.103516
	Iteration 95Q: 3 clusters Score -1.514127e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -15141296.000000 Penalty: 5768.103516
	Iteration 96Q: 3 clusters Score -1.51413e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -15141267.000000 Penalty: 5768.103516
	Iteration 97Q: 3 clusters Score -1.514127e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -15141260.000000 Penalty: 5768.103516
	Iteration 98Q: 3 clusters Score -1.514126e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -15141239.000000 Penalty: 5768.103516
	Iteration 99Q: 3 clusters Score -1.514124e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -15141237.000000 Penalty: 5768.103516
	Iteration 100F: 3 clusters Score -1.514124e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -15141208.000000 Penalty: 5768.103516
	Iteration 101Q: 3 clusters Score -1.514121e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -15141234.000000 Penalty: 5768.103516
	Iteration 102Q: 3 clusters Score -1.514123e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -15141286.000000 Penalty: 5768.103516
	Iteration 103Q: 3 clusters Score -1.514129e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -15141273.000000 Penalty: 5768.103516
	Iteration 104Q: 3 clusters Score -1.514127e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -15141256.000000 Penalty: 5768.103516
	Iteration 105Q: 3 clusters Score -1.514126e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -15141281.000000 Penalty: 5768.103516
	Iteration 106Q: 3 clusters Score -1.514128e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -15141273.000000 Penalty: 5768.103516
	Iteration 107Q: 3 clusters Score -1.514127e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -15141231.000000 Penalty: 5768.103516
	Iteration 108Q: 3 clusters Score -1.514123e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -15141221.000000 Penalty: 5768.103516
	Iteration 109Q: 3 clusters Score -1.514122e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -15141241.000000 Penalty: 5768.103516
	Iteration 110Q: 3 clusters Score -1.514124e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -15141229.000000 Penalty: 5768.103516
	Iteration 111Q: 3 clusters Score -1.514123e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -15141228.000000 Penalty: 5768.103516
	Iteration 112Q: 3 clusters Score -1.514123e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -15141240.000000 Penalty: 5768.103516
	Iteration 113Q: 3 clusters Score -1.514124e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -15141248.000000 Penalty: 5768.103516
	Iteration 114Q: 3 clusters Score -1.514125e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -15141242.000000 Penalty: 5768.103516
	Iteration 115Q: 3 clusters Score -1.514124e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -15141261.000000 Penalty: 5768.103516
	Iteration 116Q: 3 clusters Score -1.514126e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -15141296.000000 Penalty: 5768.103516
	Iteration 117Q: 3 clusters Score -1.51413e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -15141304.000000 Penalty: 5768.103516
	Iteration 118Q: 3 clusters Score -1.51413e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -15141274.000000 Penalty: 5768.103516
	Iteration 119Q: 3 clusters Score -1.514127e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -15141295.000000 Penalty: 5768.103516
	Iteration 120F: 3 clusters Score -1.51413e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -15141188.000000 Penalty: 5768.103516
	Iteration 121Q: 3 clusters Score -1.514119e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -15141099.000000 Penalty: 5768.103516
	Iteration 122Q: 3 clusters Score -1.51411e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -15140777.000000 Penalty: 5768.103516
	Iteration 123Q: 3 clusters Score -1.514078e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -15140382.000000 Penalty: 5768.103516
	Iteration 124Q: 3 clusters Score -1.514038e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -15139729.000000 Penalty: 5768.103516
	Iteration 125Q: 3 clusters Score -1.513973e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -15138713.000000 Penalty: 5768.103516
	Iteration 126Q: 3 clusters Score -1.513871e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -15137622.000000 Penalty: 5768.103516
	Iteration 127Q: 3 clusters Score -1.513762e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -15136328.000000 Penalty: 5768.103516
	Iteration 128Q: 3 clusters Score -1.513633e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -15135239.000000 Penalty: 5768.103516
	Iteration 129Q: 3 clusters Score -1.513524e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -15134423.000000 Penalty: 5768.103516
	Iteration 130Q: 3 clusters Score -1.513442e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -15133463.000000 Penalty: 5768.103516
	Iteration 131Q: 3 clusters Score -1.513346e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -15132899.000000 Penalty: 5768.103516
	Iteration 132Q: 3 clusters Score -1.51329e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -15132689.000000 Penalty: 5768.103516
	Iteration 133Q: 3 clusters Score -1.513269e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -15132611.000000 Penalty: 5768.103516
	Iteration 134Q: 3 clusters Score -1.513261e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -15132764.000000 Penalty: 5768.103516
	Iteration 135Q: 3 clusters Score -1.513276e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -15132620.000000 Penalty: 5768.103516
	Iteration 136Q: 3 clusters Score -1.513262e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -15132557.000000 Penalty: 5768.103516
	Iteration 137Q: 3 clusters Score -1.513256e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -15132505.000000 Penalty: 5768.103516
	Iteration 138Q: 3 clusters Score -1.51325e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -15132447.000000 Penalty: 5768.103516
	Iteration 139Q: 3 clusters Score -1.513245e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -15133877.000000 Penalty: 5768.103516
	Iteration 140F: 3 clusters Score -1.513388e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -15134093.000000 Penalty: 5768.103516
	Iteration 141Q: 3 clusters Score -1.513409e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -15134450.000000 Penalty: 5768.103516
	Iteration 142Q: 3 clusters Score -1.513445e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -15136749.000000 Penalty: 5768.103516
	Iteration 143Q: 3 clusters Score -1.513675e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -15139516.000000 Penalty: 5768.103516
	Iteration 144Q: 3 clusters Score -1.513952e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -15140743.000000 Penalty: 5768.103516
	Iteration 145Q: 3 clusters Score -1.514074e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -15141625.000000 Penalty: 5768.103516
	Iteration 146Q: 3 clusters Score -1.514162e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 105323 members 
Entering Unmasked Estep 
Score: -15142304.000000 Penalty: 5768.103516
	Iteration 147Q: 3 clusters Score -1.51423e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -15142746.000000 Penalty: 5768.103516
	Iteration 148Q: 3 clusters Score -1.514275e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -15143028.000000 Penalty: 5768.103516
	Iteration 149Q: 3 clusters Score -1.514303e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -15143239.000000 Penalty: 5768.103516
	Iteration 150Q: 3 clusters Score -1.514324e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 108109 members 
Entering Unmasked Estep 
Score: -15143497.000000 Penalty: 5768.103516
	Iteration 151Q: 3 clusters Score -1.51435e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -15143628.000000 Penalty: 5768.103516
	Iteration 152Q: 3 clusters Score -1.514363e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -15143777.000000 Penalty: 5768.103516
	Iteration 153Q: 3 clusters Score -1.514378e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -15143959.000000 Penalty: 5768.103516
	Iteration 154Q: 3 clusters Score -1.514396e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -15144116.000000 Penalty: 5768.103516
	Iteration 155Q: 3 clusters Score -1.514412e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -15144246.000000 Penalty: 5768.103516
	Iteration 156Q: 3 clusters Score -1.514425e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -15144330.000000 Penalty: 5768.103516
	Iteration 157Q: 3 clusters Score -1.514433e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -15144417.000000 Penalty: 5768.103516
	Iteration 158Q: 3 clusters Score -1.514442e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -15144502.000000 Penalty: 5768.103516
	Iteration 159Q: 3 clusters Score -1.51445e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 110626 members 
Entering Unmasked Estep 
Score: -15144539.000000 Penalty: 5768.103516
	Iteration 160F: 3 clusters Score -1.514454e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -15144609.000000 Penalty: 5768.103516
	Iteration 161Q: 3 clusters Score -1.514461e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -15144675.000000 Penalty: 5768.103516
	Iteration 162Q: 3 clusters Score -1.514468e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -15144704.000000 Penalty: 5768.103516
	Iteration 163Q: 3 clusters Score -1.51447e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -15144743.000000 Penalty: 5768.103516
	Iteration 164Q: 3 clusters Score -1.514474e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -15144735.000000 Penalty: 5768.103516
	Iteration 165Q: 3 clusters Score -1.514474e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -15144786.000000 Penalty: 5768.103516
	Iteration 166Q: 3 clusters Score -1.514479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -15144798.000000 Penalty: 5768.103516
	Iteration 167Q: 3 clusters Score -1.51448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -15144823.000000 Penalty: 5768.103516
	Iteration 168Q: 3 clusters Score -1.514482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -15144846.000000 Penalty: 5768.103516
	Iteration 169Q: 3 clusters Score -1.514485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -15144861.000000 Penalty: 5768.103516
	Iteration 170Q: 3 clusters Score -1.514486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -15144876.000000 Penalty: 5768.103516
	Iteration 171Q: 3 clusters Score -1.514488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -15144871.000000 Penalty: 5768.103516
	Iteration 172Q: 3 clusters Score -1.514487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -15144878.000000 Penalty: 5768.103516
	Iteration 173Q: 3 clusters Score -1.514488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -15144896.000000 Penalty: 5768.103516
	Iteration 174Q: 3 clusters Score -1.51449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 111281 members 
Entering Unmasked Estep 
Score: -15144899.000000 Penalty: 5768.103516
	Iteration 175Q: 3 clusters Score -1.51449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 111291 members 
Entering Unmasked Estep 
Score: -15144905.000000 Penalty: 5768.103516
	Iteration 176Q: 3 clusters Score -1.51449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -15144899.000000 Penalty: 5768.103516
	Iteration 177Q: 3 clusters Score -1.51449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -15144918.000000 Penalty: 5768.103516
	Iteration 178Q: 3 clusters Score -1.514492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -15144919.000000 Penalty: 5768.103516
	Iteration 179Q: 3 clusters Score -1.514492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -15144930.000000 Penalty: 5768.103516
	Iteration 180F: 3 clusters Score -1.514493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -15144948.000000 Penalty: 5768.103516
	Iteration 181Q: 3 clusters Score -1.514495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -15144943.000000 Penalty: 5768.103516
	Iteration 182Q: 3 clusters Score -1.514494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -15144966.000000 Penalty: 5768.103516
	Iteration 183Q: 3 clusters Score -1.514497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -15144970.000000 Penalty: 5768.103516
	Iteration 184Q: 3 clusters Score -1.514497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 111377 members 
Entering Unmasked Estep 
Score: -15144967.000000 Penalty: 5768.103516
	Iteration 185Q: 3 clusters Score -1.514497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 111377 members 
Entering Unmasked Estep 
Score: -15144968.000000 Penalty: 5768.103516
	Iteration 186Q: 3 clusters Score -1.514497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -15144968.000000 Penalty: 5768.103516
	Iteration 187Q: 3 clusters Score -1.514497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -15144953.000000 Penalty: 5768.103516
	Iteration 188Q: 3 clusters Score -1.514495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 111390 members 
Entering Unmasked Estep 
Score: -15144949.000000 Penalty: 5768.103516
	Iteration 189Q: 3 clusters Score -1.514495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -15144965.000000 Penalty: 5768.103516
	Iteration 190Q: 3 clusters Score -1.514496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -15144971.000000 Penalty: 5768.103516
	Iteration 191Q: 3 clusters Score -1.514497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -15144973.000000 Penalty: 5768.103516
	Iteration 192Q: 3 clusters Score -1.514497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -15144970.000000 Penalty: 5768.103516
	Iteration 193Q: 3 clusters Score -1.514497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -15144970.000000 Penalty: 5768.103516
	Iteration 194Q: 3 clusters Score -1.514497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
Score: -15144970.000000 Penalty: 5768.103516
	Iteration 195Q: 3 clusters Score -1.514497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -15144965.000000 Penalty: 5768.103516
	Iteration 196Q: 3 clusters Score -1.514496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -15144970.000000 Penalty: 5768.103516
	Iteration 197Q: 3 clusters Score -1.514497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -15144972.000000 Penalty: 5768.103516
	Iteration 198Q: 3 clusters Score -1.514497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -15144972.000000 Penalty: 5768.103516
	Iteration 199F: 3 clusters Score -1.514497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Entering Unmasked Estep 
Score: -5437728.500000 Penalty: 2630.279541
	Iteration 0F: 2 clusters Score -5437728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5410234.000000 Penalty: 5260.559082
	Iteration 0F: 3 clusters Score -5410234 nChanged 18573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5420647.500000 Penalty: 5260.559082
	Iteration 1F: 3 clusters Score -5420648 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5421431.500000 Penalty: 5260.559082
	Iteration 2Q: 3 clusters Score -5421432 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -5422447.000000 Penalty: 5260.559082
	Iteration 3Q: 3 clusters Score -5422447 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5423497.000000 Penalty: 5260.559082
	Iteration 4F: 3 clusters Score -5423497 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5424684.000000 Penalty: 5260.559082
	Iteration 5F: 3 clusters Score -5424684 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5425905.500000 Penalty: 5260.559082
	Iteration 6F: 3 clusters Score -5425906 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5427098.500000 Penalty: 5260.559082
	Iteration 7F: 3 clusters Score -5427098 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5428185.500000 Penalty: 5260.559082
	Iteration 8Q: 3 clusters Score -5428186 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5429119.000000 Penalty: 5260.559082
	Iteration 9Q: 3 clusters Score -5429119 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5429788.500000 Penalty: 5260.559082
	Iteration 10Q: 3 clusters Score -5429788 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5430262.500000 Penalty: 5260.559082
	Iteration 11Q: 3 clusters Score -5430262 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5430575.000000 Penalty: 5260.559082
	Iteration 12Q: 3 clusters Score -5430575 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5430701.000000 Penalty: 5260.559082
	Iteration 13Q: 3 clusters Score -5430701 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -5430797.500000 Penalty: 5260.559082
	Iteration 14Q: 3 clusters Score -5430798 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5430822.000000 Penalty: 5260.559082
	Iteration 15Q: 3 clusters Score -5430822 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5430853.000000 Penalty: 5260.559082
	Iteration 16Q: 3 clusters Score -5430853 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -5430888.500000 Penalty: 5260.559082
	Iteration 17Q: 3 clusters Score -5430888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5430911.000000 Penalty: 5260.559082
	Iteration 18Q: 3 clusters Score -5430911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5430944.500000 Penalty: 5260.559082
	Iteration 19Q: 3 clusters Score -5430944 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -5430963.000000 Penalty: 5260.559082
	Iteration 20F: 3 clusters Score -5430963 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5430991.000000 Penalty: 5260.559082
	Iteration 21Q: 3 clusters Score -5430991 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5431024.000000 Penalty: 5260.559082
	Iteration 22Q: 3 clusters Score -5431024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5431028.000000 Penalty: 5260.559082
	Iteration 23Q: 3 clusters Score -5431028 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -5431035.500000 Penalty: 5260.559082
	Iteration 24Q: 3 clusters Score -5431036 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5431093.500000 Penalty: 5260.559082
	Iteration 25Q: 3 clusters Score -5431094 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5431102.500000 Penalty: 5260.559082
	Iteration 26Q: 3 clusters Score -5431102 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -5431104.000000 Penalty: 5260.559082
	Iteration 27Q: 3 clusters Score -5431104 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -5431127.500000 Penalty: 5260.559082
	Iteration 28Q: 3 clusters Score -5431128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5431133.500000 Penalty: 5260.559082
	Iteration 29Q: 3 clusters Score -5431134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5431158.500000 Penalty: 5260.559082
	Iteration 30Q: 3 clusters Score -5431158 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -5431172.500000 Penalty: 5260.559082
	Iteration 31Q: 3 clusters Score -5431172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5431175.500000 Penalty: 5260.559082
	Iteration 32Q: 3 clusters Score -5431176 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5431209.500000 Penalty: 5260.559082
	Iteration 33Q: 3 clusters Score -5431210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -5431219.000000 Penalty: 5260.559082
	Iteration 34Q: 3 clusters Score -5431219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5431251.000000 Penalty: 5260.559082
	Iteration 35Q: 3 clusters Score -5431251 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5431266.000000 Penalty: 5260.559082
	Iteration 36Q: 3 clusters Score -5431266 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5431291.000000 Penalty: 5260.559082
	Iteration 37Q: 3 clusters Score -5431291 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5431327.000000 Penalty: 5260.559082
	Iteration 38Q: 3 clusters Score -5431327 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -5431340.500000 Penalty: 5260.559082
	Iteration 39Q: 3 clusters Score -5431340 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -5431366.500000 Penalty: 5260.559082
	Iteration 40F: 3 clusters Score -5431366 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -5431421.000000 Penalty: 5260.559082
	Iteration 41Q: 3 clusters Score -5431421 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5431474.000000 Penalty: 5260.559082
	Iteration 42Q: 3 clusters Score -5431474 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5431530.000000 Penalty: 5260.559082
	Iteration 43Q: 3 clusters Score -5431530 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5431570.000000 Penalty: 5260.559082
	Iteration 44Q: 3 clusters Score -5431570 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5431651.000000 Penalty: 5260.559082
	Iteration 45Q: 3 clusters Score -5431651 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5431732.000000 Penalty: 5260.559082
	Iteration 46Q: 3 clusters Score -5431732 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5431771.000000 Penalty: 5260.559082
	Iteration 47Q: 3 clusters Score -5431771 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5431852.500000 Penalty: 5260.559082
	Iteration 48Q: 3 clusters Score -5431852 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5431924.000000 Penalty: 5260.559082
	Iteration 49Q: 3 clusters Score -5431924 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5432001.000000 Penalty: 5260.559082
	Iteration 50Q: 3 clusters Score -5432001 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5432078.500000 Penalty: 5260.559082
	Iteration 51Q: 3 clusters Score -5432078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5432150.500000 Penalty: 5260.559082
	Iteration 52Q: 3 clusters Score -5432150 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5432247.500000 Penalty: 5260.559082
	Iteration 53Q: 3 clusters Score -5432248 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5432341.000000 Penalty: 5260.559082
	Iteration 54Q: 3 clusters Score -5432341 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -5432483.500000 Penalty: 5260.559082
	Iteration 55Q: 3 clusters Score -5432484 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5432610.500000 Penalty: 5260.559082
	Iteration 56Q: 3 clusters Score -5432610 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5432807.000000 Penalty: 5260.559082
	Iteration 57Q: 3 clusters Score -5432807 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5432944.500000 Penalty: 5260.559082
	Iteration 58Q: 3 clusters Score -5432944 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5433094.500000 Penalty: 5260.559082
	Iteration 59Q: 3 clusters Score -5433094 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5433280.500000 Penalty: 5260.559082
	Iteration 60F: 3 clusters Score -5433280 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5433418.500000 Penalty: 5260.559082
	Iteration 61Q: 3 clusters Score -5433418 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -5433503.500000 Penalty: 5260.559082
	Iteration 62Q: 3 clusters Score -5433504 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5433616.500000 Penalty: 5260.559082
	Iteration 63Q: 3 clusters Score -5433616 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5433704.000000 Penalty: 5260.559082
	Iteration 64Q: 3 clusters Score -5433704 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5433841.500000 Penalty: 5260.559082
	Iteration 65Q: 3 clusters Score -5433842 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5433975.000000 Penalty: 5260.559082
	Iteration 66Q: 3 clusters Score -5433975 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -5434078.500000 Penalty: 5260.559082
	Iteration 67Q: 3 clusters Score -5434078 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -5434180.500000 Penalty: 5260.559082
	Iteration 68Q: 3 clusters Score -5434180 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -5434260.500000 Penalty: 5260.559082
	Iteration 69Q: 3 clusters Score -5434260 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -5434350.000000 Penalty: 5260.559082
	Iteration 70Q: 3 clusters Score -5434350 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -5434415.000000 Penalty: 5260.559082
	Iteration 71Q: 3 clusters Score -5434415 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -5434503.000000 Penalty: 5260.559082
	Iteration 72Q: 3 clusters Score -5434503 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 31953 members 
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Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 32225 members 
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	Iteration 74Q: 3 clusters Score -5434662 nChanged 263
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Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 32484 members 
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	Iteration 75Q: 3 clusters Score -5434739 nChanged 263
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Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 32743 members 
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Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 33256 members 
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Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 33490 members 
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Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5435136 nChanged 240
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Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 34154 members 
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	Iteration 82Q: 3 clusters Score -5435253 nChanged 209
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Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 34355 members 
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	Iteration 83Q: 3 clusters Score -5435325 nChanged 189
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Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 34844 members 
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 34970 members 
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Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 35776 members 
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Mstep: Class 1 contains 4499 members 
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Mstep: Class 1 contains 4401 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 36071 members 
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Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5435731 nChanged 86
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Mstep: Class 1 contains 4065 members 
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Mstep: Class 1 contains 3999 members 
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Mstep: Class 1 contains 3944 members 
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Mstep: Class 1 contains 3888 members 
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Mstep: Class 1 contains 3844 members 
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5435812 nChanged 59
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Mstep: Class 1 contains 3723 members 
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Mstep: Class 1 contains 3682 members 
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	Iteration 112Q: 3 clusters Score -5435904 nChanged 32
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Mstep: Class 1 contains 3412 members 
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	Iteration 113Q: 3 clusters Score -5435910 nChanged 38
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Mstep: Class 1 contains 3378 members 
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	Iteration 114Q: 3 clusters Score -5435920 nChanged 37
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Mstep: Class 1 contains 3345 members 
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	Iteration 115Q: 3 clusters Score -5435932 nChanged 31
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Mstep: Class 1 contains 3314 members 
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	Iteration 116Q: 3 clusters Score -5435938 nChanged 30
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Mstep: Class 1 contains 3284 members 
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	Iteration 117Q: 3 clusters Score -5435940 nChanged 23
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	Iteration 119Q: 3 clusters Score -5435944 nChanged 28
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Mstep: Class 1 contains 3209 members 
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	Iteration 120F: 3 clusters Score -5435940 nChanged 24
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 37190 members 
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	Iteration 121Q: 3 clusters Score -5435952 nChanged 26
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Mstep: Class 1 contains 3159 members 
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	Iteration 122Q: 3 clusters Score -5435956 nChanged 21
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5435942 nChanged 19
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Mstep: Class 1 contains 3123 members 
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	Iteration 126Q: 3 clusters Score -5435952 nChanged 19
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	Iteration 127Q: 3 clusters Score -5435950 nChanged 16
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	Iteration 128Q: 3 clusters Score -5435946 nChanged 12
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Mstep: Class 1 contains 3021 members 
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	Iteration 131Q: 3 clusters Score -5435956 nChanged 12
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Mstep: Class 1 contains 3002 members 
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	Iteration 132Q: 3 clusters Score -5435950 nChanged 14
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Mstep: Class 1 contains 2992 members 
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	Iteration 134Q: 3 clusters Score -5435958 nChanged 13
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	Iteration 135Q: 3 clusters Score -5435948 nChanged 18
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	Iteration 136Q: 3 clusters Score -5435956 nChanged 17
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	Iteration 137Q: 3 clusters Score -5435957 nChanged 20
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	Iteration 138Q: 3 clusters Score -5435971 nChanged 16
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	Iteration 139Q: 3 clusters Score -5435970 nChanged 13
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	Iteration 140F: 3 clusters Score -5435980 nChanged 15
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	Iteration 141Q: 3 clusters Score -5435995 nChanged 16
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	Iteration 142Q: 3 clusters Score -5435989 nChanged 11
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	Iteration 143Q: 3 clusters Score -5435994 nChanged 13
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	Iteration 144Q: 3 clusters Score -5435994 nChanged 14
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	Iteration 146Q: 3 clusters Score -5435998 nChanged 12
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	Iteration 147Q: 3 clusters Score -5435996 nChanged 8
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	Iteration 148Q: 3 clusters Score -5435999 nChanged 12
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	Iteration 149Q: 3 clusters Score -5436001 nChanged 9
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	Iteration 150Q: 3 clusters Score -5436006 nChanged 7
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	Iteration 151Q: 3 clusters Score -5436008 nChanged 5
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	Iteration 152Q: 3 clusters Score -5436003 nChanged 5
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	Iteration 153Q: 3 clusters Score -5436010 nChanged 3
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	Iteration 154Q: 3 clusters Score -5436007 nChanged 3
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	Iteration 155Q: 3 clusters Score -5436014 nChanged 5
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	Iteration 156Q: 3 clusters Score -5436018 nChanged 3
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	Iteration 157Q: 3 clusters Score -5436014 nChanged 3
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	Iteration 158Q: 3 clusters Score -5436014 nChanged 6
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	Iteration 159Q: 3 clusters Score -5436010 nChanged 6
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	Iteration 160F: 3 clusters Score -5436018 nChanged 8
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	Iteration 161Q: 3 clusters Score -5436026 nChanged 8
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	Iteration 162Q: 3 clusters Score -5436025 nChanged 8
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	Iteration 163Q: 3 clusters Score -5436032 nChanged 7
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	Iteration 164Q: 3 clusters Score -5436027 nChanged 8
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	Iteration 165Q: 3 clusters Score -5436026 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5436033.500000 Penalty: 5260.559082
	Iteration 166Q: 3 clusters Score -5436034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5436032.500000 Penalty: 5260.559082
	Iteration 167Q: 3 clusters Score -5436032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5436030.000000 Penalty: 5260.559082
	Iteration 168Q: 3 clusters Score -5436030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -5436031.500000 Penalty: 5260.559082
	Iteration 169Q: 3 clusters Score -5436032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -5436031.500000 Penalty: 5260.559082
	Iteration 170F: 3 clusters Score -5436032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Entering Unmasked Estep 
Score: -12412414.000000 Penalty: 2836.261963
	Iteration 0F: 2 clusters Score -1.241241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -12350848.000000 Penalty: 5672.523926
	Iteration 0F: 3 clusters Score -1.235085e+07 nChanged 43761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -12376103.000000 Penalty: 5672.523926
	Iteration 1F: 3 clusters Score -1.23761e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -12377244.000000 Penalty: 5672.523926
	Iteration 2Q: 3 clusters Score -1.237724e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -12378689.000000 Penalty: 5672.523926
	Iteration 3Q: 3 clusters Score -1.237869e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -12380858.000000 Penalty: 5672.523926
	Iteration 4Q: 3 clusters Score -1.238086e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -12384161.000000 Penalty: 5672.523926
	Iteration 5F: 3 clusters Score -1.238416e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -12388362.000000 Penalty: 5672.523926
	Iteration 6F: 3 clusters Score -1.238836e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -12393184.000000 Penalty: 5672.523926
	Iteration 7F: 3 clusters Score -1.239318e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -12398521.000000 Penalty: 5672.523926
	Iteration 8F: 3 clusters Score -1.239852e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -12402601.000000 Penalty: 5672.523926
	Iteration 9F: 3 clusters Score -1.24026e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -12405272.000000 Penalty: 5672.523926
	Iteration 10Q: 3 clusters Score -1.240527e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -12406701.000000 Penalty: 5672.523926
	Iteration 11Q: 3 clusters Score -1.24067e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -12407792.000000 Penalty: 5672.523926
	Iteration 12Q: 3 clusters Score -1.240779e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -12408657.000000 Penalty: 5672.523926
	Iteration 13Q: 3 clusters Score -1.240866e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -12409289.000000 Penalty: 5672.523926
	Iteration 14Q: 3 clusters Score -1.240929e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -12409750.000000 Penalty: 5672.523926
	Iteration 15Q: 3 clusters Score -1.240975e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -12410101.000000 Penalty: 5672.523926
	Iteration 16Q: 3 clusters Score -1.24101e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -12410319.000000 Penalty: 5672.523926
	Iteration 17Q: 3 clusters Score -1.241032e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -12410427.000000 Penalty: 5672.523926
	Iteration 18Q: 3 clusters Score -1.241043e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -12410552.000000 Penalty: 5672.523926
	Iteration 19Q: 3 clusters Score -1.241055e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -12410702.000000 Penalty: 5672.523926
	Iteration 20F: 3 clusters Score -1.24107e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -12410729.000000 Penalty: 5672.523926
	Iteration 21Q: 3 clusters Score -1.241073e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -12410837.000000 Penalty: 5672.523926
	Iteration 22Q: 3 clusters Score -1.241084e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -12410893.000000 Penalty: 5672.523926
	Iteration 23Q: 3 clusters Score -1.241089e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -12410899.000000 Penalty: 5672.523926
	Iteration 24Q: 3 clusters Score -1.24109e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -12410899.000000 Penalty: 5672.523926
	Iteration 25Q: 3 clusters Score -1.24109e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -12410913.000000 Penalty: 5672.523926
	Iteration 26Q: 3 clusters Score -1.241091e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -12410922.000000 Penalty: 5672.523926
	Iteration 27Q: 3 clusters Score -1.241092e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -12410923.000000 Penalty: 5672.523926
	Iteration 28Q: 3 clusters Score -1.241092e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -12410948.000000 Penalty: 5672.523926
	Iteration 29Q: 3 clusters Score -1.241095e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -12410957.000000 Penalty: 5672.523926
	Iteration 30Q: 3 clusters Score -1.241096e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -12410973.000000 Penalty: 5672.523926
	Iteration 31Q: 3 clusters Score -1.241097e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -12410948.000000 Penalty: 5672.523926
	Iteration 32Q: 3 clusters Score -1.241095e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -12410962.000000 Penalty: 5672.523926
	Iteration 33Q: 3 clusters Score -1.241096e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -12410976.000000 Penalty: 5672.523926
	Iteration 34Q: 3 clusters Score -1.241098e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -12411001.000000 Penalty: 5672.523926
	Iteration 35Q: 3 clusters Score -1.2411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -12410983.000000 Penalty: 5672.523926
	Iteration 36Q: 3 clusters Score -1.241098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -12410989.000000 Penalty: 5672.523926
	Iteration 37Q: 3 clusters Score -1.241099e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12410977.000000 Penalty: 5672.523926
	Iteration 38Q: 3 clusters Score -1.241098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -12410993.000000 Penalty: 5672.523926
	Iteration 39Q: 3 clusters Score -1.241099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12410987.000000 Penalty: 5672.523926
	Iteration 40F: 3 clusters Score -1.241099e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -12410980.000000 Penalty: 5672.523926
	Iteration 41Q: 3 clusters Score -1.241098e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12410983.000000 Penalty: 5672.523926
	Iteration 42Q: 3 clusters Score -1.241098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12410997.000000 Penalty: 5672.523926
	Iteration 43Q: 3 clusters Score -1.2411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -12410989.000000 Penalty: 5672.523926
	Iteration 44Q: 3 clusters Score -1.241099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -12410984.000000 Penalty: 5672.523926
	Iteration 45Q: 3 clusters Score -1.241098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12410973.000000 Penalty: 5672.523926
	Iteration 46Q: 3 clusters Score -1.241097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12410969.000000 Penalty: 5672.523926
	Iteration 47Q: 3 clusters Score -1.241097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12410990.000000 Penalty: 5672.523926
	Iteration 48Q: 3 clusters Score -1.241099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12410983.000000 Penalty: 5672.523926
	Iteration 49Q: 3 clusters Score -1.241098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12410987.000000 Penalty: 5672.523926
	Iteration 50Q: 3 clusters Score -1.241099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -12410984.000000 Penalty: 5672.523926
	Iteration 51Q: 3 clusters Score -1.241098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12411003.000000 Penalty: 5672.523926
	Iteration 52Q: 3 clusters Score -1.2411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12411007.000000 Penalty: 5672.523926
	Iteration 53Q: 3 clusters Score -1.241101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -12411003.000000 Penalty: 5672.523926
	Iteration 54Q: 3 clusters Score -1.2411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12410995.000000 Penalty: 5672.523926
	Iteration 55Q: 3 clusters Score -1.2411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -12410994.000000 Penalty: 5672.523926
	Iteration 56Q: 3 clusters Score -1.241099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12410982.000000 Penalty: 5672.523926
	Iteration 57Q: 3 clusters Score -1.241098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -12410981.000000 Penalty: 5672.523926
	Iteration 58Q: 3 clusters Score -1.241098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -12410980.000000 Penalty: 5672.523926
	Iteration 59Q: 3 clusters Score -1.241098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -12410971.000000 Penalty: 5672.523926
	Iteration 60F: 3 clusters Score -1.241097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12410975.000000 Penalty: 5672.523926
	Iteration 61Q: 3 clusters Score -1.241098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12410978.000000 Penalty: 5672.523926
	Iteration 62Q: 3 clusters Score -1.241098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12410982.000000 Penalty: 5672.523926
	Iteration 63Q: 3 clusters Score -1.241098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -12410980.000000 Penalty: 5672.523926
	Iteration 64Q: 3 clusters Score -1.241098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12410979.000000 Penalty: 5672.523926
	Iteration 65Q: 3 clusters Score -1.241098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12410979.000000 Penalty: 5672.523926
	Iteration 66F: 3 clusters Score -1.241098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -110739.578125 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -110739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108924.320312 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -108924.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109310.609375 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -109310.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109508.390625 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -109508.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109685.531250 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -109685.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109796.367188 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -109796.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109910.500000 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -109910.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110017.429688 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -110017.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110104.468750 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -110104.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110171.054688 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -110171.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110208.367188 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -110208.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110263.695312 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -110263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -110292.015625 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -110292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110305.562500 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -110305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -110312.882812 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -110312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -110313.468750 Penalty: 3390.784668
	Iteration 14F: 3 clusters Score -110313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -110338.398438 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -110338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110353.851562 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -110353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110387.328125 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -110387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110443.335938 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -110443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110478.140625 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -110478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110487.820312 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -110487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110492.531250 Penalty: 3390.784668
	Iteration 21Q: 3 clusters Score -110492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110493.976562 Penalty: 3390.784668
	Iteration 22Q: 3 clusters Score -110494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110495.726562 Penalty: 3390.784668
	Iteration 23Q: 3 clusters Score -110495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110495.726562 Penalty: 3390.784668
	Iteration 24F: 3 clusters Score -110495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Entering Unmasked Estep 
Score: -7324556.000000 Penalty: 2710.380859
	Iteration 0F: 2 clusters Score -7324556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -7287073.500000 Penalty: 5420.761719
	Iteration 0F: 3 clusters Score -7287074 nChanged 25893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -7301267.000000 Penalty: 5420.761719
	Iteration 1F: 3 clusters Score -7301267 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -7301714.500000 Penalty: 5420.761719
	Iteration 2Q: 3 clusters Score -7301714 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7302084.500000 Penalty: 5420.761719
	Iteration 3Q: 3 clusters Score -7302084 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -7302424.500000 Penalty: 5420.761719
	Iteration 4Q: 3 clusters Score -7302424 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -7302760.500000 Penalty: 5420.761719
	Iteration 5Q: 3 clusters Score -7302760 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7303111.000000 Penalty: 5420.761719
	Iteration 6Q: 3 clusters Score -7303111 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7303498.500000 Penalty: 5420.761719
	Iteration 7Q: 3 clusters Score -7303498 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -7304014.000000 Penalty: 5420.761719
	Iteration 8Q: 3 clusters Score -7304014 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7304666.000000 Penalty: 5420.761719
	Iteration 9Q: 3 clusters Score -7304666 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -7305611.500000 Penalty: 5420.761719
	Iteration 10Q: 3 clusters Score -7305612 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -7307022.000000 Penalty: 5420.761719
	Iteration 11Q: 3 clusters Score -7307022 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -7308936.000000 Penalty: 5420.761719
	Iteration 12F: 3 clusters Score -7308936 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7311383.500000 Penalty: 5420.761719
	Iteration 13F: 3 clusters Score -7311384 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7313879.000000 Penalty: 5420.761719
	Iteration 14F: 3 clusters Score -7313879 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7315850.000000 Penalty: 5420.761719
	Iteration 15Q: 3 clusters Score -7315850 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -7317140.000000 Penalty: 5420.761719
	Iteration 16Q: 3 clusters Score -7317140 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -7318177.500000 Penalty: 5420.761719
	Iteration 17Q: 3 clusters Score -7318178 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -7318971.500000 Penalty: 5420.761719
	Iteration 18Q: 3 clusters Score -7318972 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -7319596.500000 Penalty: 5420.761719
	Iteration 19Q: 3 clusters Score -7319596 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -7320154.000000 Penalty: 5420.761719
	Iteration 20F: 3 clusters Score -7320154 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -7320678.000000 Penalty: 5420.761719
	Iteration 21Q: 3 clusters Score -7320678 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -7321044.500000 Penalty: 5420.761719
	Iteration 22Q: 3 clusters Score -7321044 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -7321342.000000 Penalty: 5420.761719
	Iteration 23Q: 3 clusters Score -7321342 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -7321604.000000 Penalty: 5420.761719
	Iteration 24Q: 3 clusters Score -7321604 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -7321807.500000 Penalty: 5420.761719
	Iteration 25Q: 3 clusters Score -7321808 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -7321995.000000 Penalty: 5420.761719
	Iteration 26Q: 3 clusters Score -7321995 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -7322122.000000 Penalty: 5420.761719
	Iteration 27Q: 3 clusters Score -7322122 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -7322206.500000 Penalty: 5420.761719
	Iteration 28Q: 3 clusters Score -7322206 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -7322287.500000 Penalty: 5420.761719
	Iteration 29Q: 3 clusters Score -7322288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7322348.000000 Penalty: 5420.761719
	Iteration 30Q: 3 clusters Score -7322348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -7322396.000000 Penalty: 5420.761719
	Iteration 31Q: 3 clusters Score -7322396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -7322410.500000 Penalty: 5420.761719
	Iteration 32Q: 3 clusters Score -7322410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7322472.500000 Penalty: 5420.761719
	Iteration 33Q: 3 clusters Score -7322472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -7322490.000000 Penalty: 5420.761719
	Iteration 34Q: 3 clusters Score -7322490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7322518.500000 Penalty: 5420.761719
	Iteration 35Q: 3 clusters Score -7322518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -7322549.000000 Penalty: 5420.761719
	Iteration 36Q: 3 clusters Score -7322549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -7322554.500000 Penalty: 5420.761719
	Iteration 37Q: 3 clusters Score -7322554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -7322582.500000 Penalty: 5420.761719
	Iteration 38Q: 3 clusters Score -7322582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -7322602.500000 Penalty: 5420.761719
	Iteration 39Q: 3 clusters Score -7322602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -7322605.500000 Penalty: 5420.761719
	Iteration 40F: 3 clusters Score -7322606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -7322615.500000 Penalty: 5420.761719
	Iteration 41Q: 3 clusters Score -7322616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7322635.500000 Penalty: 5420.761719
	Iteration 42Q: 3 clusters Score -7322636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -7322636.500000 Penalty: 5420.761719
	Iteration 43Q: 3 clusters Score -7322636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7322647.000000 Penalty: 5420.761719
	Iteration 44Q: 3 clusters Score -7322647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7322659.500000 Penalty: 5420.761719
	Iteration 45Q: 3 clusters Score -7322660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7322668.000000 Penalty: 5420.761719
	Iteration 46Q: 3 clusters Score -7322668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -7322673.000000 Penalty: 5420.761719
	Iteration 47Q: 3 clusters Score -7322673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -7322684.500000 Penalty: 5420.761719
	Iteration 48Q: 3 clusters Score -7322684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -7322681.500000 Penalty: 5420.761719
	Iteration 49Q: 3 clusters Score -7322682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7322692.000000 Penalty: 5420.761719
	Iteration 50Q: 3 clusters Score -7322692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7322698.500000 Penalty: 5420.761719
	Iteration 51Q: 3 clusters Score -7322698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -7322706.500000 Penalty: 5420.761719
	Iteration 52Q: 3 clusters Score -7322706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -7322718.500000 Penalty: 5420.761719
	Iteration 53Q: 3 clusters Score -7322718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7322715.500000 Penalty: 5420.761719
	Iteration 54Q: 3 clusters Score -7322716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7322719.000000 Penalty: 5420.761719
	Iteration 55Q: 3 clusters Score -7322719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7322716.500000 Penalty: 5420.761719
	Iteration 56Q: 3 clusters Score -7322716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7322716.000000 Penalty: 5420.761719
	Iteration 57Q: 3 clusters Score -7322716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -7322722.500000 Penalty: 5420.761719
	Iteration 58Q: 3 clusters Score -7322722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -7322725.000000 Penalty: 5420.761719
	Iteration 59Q: 3 clusters Score -7322725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -7322722.500000 Penalty: 5420.761719
	Iteration 60F: 3 clusters Score -7322722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7322719.500000 Penalty: 5420.761719
	Iteration 61Q: 3 clusters Score -7322720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7322718.000000 Penalty: 5420.761719
	Iteration 62Q: 3 clusters Score -7322718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -7322715.000000 Penalty: 5420.761719
	Iteration 63Q: 3 clusters Score -7322715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7322721.000000 Penalty: 5420.761719
	Iteration 64Q: 3 clusters Score -7322721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -7322718.000000 Penalty: 5420.761719
	Iteration 65Q: 3 clusters Score -7322718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -7322724.500000 Penalty: 5420.761719
	Iteration 66Q: 3 clusters Score -7322724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -7322724.500000 Penalty: 5420.761719
	Iteration 67F: 3 clusters Score -7322724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -882376.187500 Penalty: 2178.624023
	Iteration 0F: 2 clusters Score -882376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -876882.875000 Penalty: 4357.248047
	Iteration 0F: 3 clusters Score -876882.9 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -878352.187500 Penalty: 4357.248047
	Iteration 1F: 3 clusters Score -878352.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -878594.562500 Penalty: 4357.248047
	Iteration 2F: 3 clusters Score -878594.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -878757.500000 Penalty: 4357.248047
	Iteration 3Q: 3 clusters Score -878757.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -878955.312500 Penalty: 4357.248047
	Iteration 4Q: 3 clusters Score -878955.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -879192.875000 Penalty: 4357.248047
	Iteration 5Q: 3 clusters Score -879192.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -879456.875000 Penalty: 4357.248047
	Iteration 6F: 3 clusters Score -879456.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -879771.625000 Penalty: 4357.248047
	Iteration 7F: 3 clusters Score -879771.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -880083.125000 Penalty: 4357.248047
	Iteration 8F: 3 clusters Score -880083.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -880375.437500 Penalty: 4357.248047
	Iteration 9F: 3 clusters Score -880375.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -880627.562500 Penalty: 4357.248047
	Iteration 10Q: 3 clusters Score -880627.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -880810.187500 Penalty: 4357.248047
	Iteration 11Q: 3 clusters Score -880810.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -880919.625000 Penalty: 4357.248047
	Iteration 12Q: 3 clusters Score -880919.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -881005.312500 Penalty: 4357.248047
	Iteration 13Q: 3 clusters Score -881005.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -881064.625000 Penalty: 4357.248047
	Iteration 14Q: 3 clusters Score -881064.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -881092.875000 Penalty: 4357.248047
	Iteration 15Q: 3 clusters Score -881092.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -881119.187500 Penalty: 4357.248047
	Iteration 16Q: 3 clusters Score -881119.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -881128.875000 Penalty: 4357.248047
	Iteration 17Q: 3 clusters Score -881128.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -881138.875000 Penalty: 4357.248047
	Iteration 18Q: 3 clusters Score -881138.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -881148.062500 Penalty: 4357.248047
	Iteration 19Q: 3 clusters Score -881148.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -881155.312500 Penalty: 4357.248047
	Iteration 20F: 3 clusters Score -881155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -881158.562500 Penalty: 4357.248047
	Iteration 21Q: 3 clusters Score -881158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -881158.687500 Penalty: 4357.248047
	Iteration 22Q: 3 clusters Score -881158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -881162.625000 Penalty: 4357.248047
	Iteration 23Q: 3 clusters Score -881162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -881164.000000 Penalty: 4357.248047
	Iteration 24Q: 3 clusters Score -881164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -881162.562500 Penalty: 4357.248047
	Iteration 25Q: 3 clusters Score -881162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -881164.437500 Penalty: 4357.248047
	Iteration 26Q: 3 clusters Score -881164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -881164.437500 Penalty: 4357.248047
	Iteration 27F: 3 clusters Score -881164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -11238.209961 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -11238.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10473.871094 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -10473.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10516.790039 Penalty: 2378.712158
	Iteration 1Q: 3 clusters Score -10516.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10516.790039 Penalty: 2378.712158
	Iteration 2F: 3 clusters Score -10516.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -881995.250000 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -881995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -876405.937500 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -876405.9 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -877948.812500 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -877948.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -878250.250000 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -878250.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -878493.312500 Penalty: 4373.012207
	Iteration 3F: 3 clusters Score -878493.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -878682.437500 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -878682.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -878846.625000 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -878846.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -879015.312500 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -879015.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -879164.312500 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -879164.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -879298.875000 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -879298.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -879434.187500 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -879434.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -879592.625000 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -879592.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -879738.625000 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -879738.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -879882.812500 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -879882.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -880072.187500 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -880072.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -880271.750000 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -880271.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -880461.937500 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -880461.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -880624.125000 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -880624.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -880759.875000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -880759.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -880858.250000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -880858.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -880906.750000 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -880906.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -880934.062500 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -880934.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -880956.625000 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -880956.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -880977.250000 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -880977.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -880995.125000 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -880995.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -881008.000000 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -881008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -881020.500000 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -881020.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -881033.000000 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -881033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -881046.687500 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -881046.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -881058.750000 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -881058.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -881068.875000 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -881068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -881077.062500 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -881077.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -881085.500000 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -881085.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -881091.500000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -881091.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -881098.687500 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -881098.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -881107.500000 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -881107.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -881111.812500 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -881111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -881120.437500 Penalty: 4373.012207
	Iteration 36Q: 3 clusters Score -881120.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -881127.500000 Penalty: 4373.012207
	Iteration 37Q: 3 clusters Score -881127.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -881132.437500 Penalty: 4373.012207
	Iteration 38Q: 3 clusters Score -881132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -881139.937500 Penalty: 4373.012207
	Iteration 39Q: 3 clusters Score -881139.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -881146.812500 Penalty: 4373.012207
	Iteration 40F: 3 clusters Score -881146.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -881153.250000 Penalty: 4373.012207
	Iteration 41Q: 3 clusters Score -881153.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -881157.562500 Penalty: 4373.012207
	Iteration 42Q: 3 clusters Score -881157.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -881164.687500 Penalty: 4373.012207
	Iteration 43Q: 3 clusters Score -881164.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -881171.875000 Penalty: 4373.012207
	Iteration 44Q: 3 clusters Score -881171.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -881178.937500 Penalty: 4373.012207
	Iteration 45Q: 3 clusters Score -881178.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -881182.875000 Penalty: 4373.012207
	Iteration 46Q: 3 clusters Score -881182.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -881192.875000 Penalty: 4373.012207
	Iteration 47Q: 3 clusters Score -881192.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -881202.687500 Penalty: 4373.012207
	Iteration 48Q: 3 clusters Score -881202.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -881208.062500 Penalty: 4373.012207
	Iteration 49Q: 3 clusters Score -881208.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -881214.000000 Penalty: 4373.012207
	Iteration 50Q: 3 clusters Score -881214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -881216.875000 Penalty: 4373.012207
	Iteration 51Q: 3 clusters Score -881216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -881219.750000 Penalty: 4373.012207
	Iteration 52Q: 3 clusters Score -881219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -881220.312500 Penalty: 4373.012207
	Iteration 53Q: 3 clusters Score -881220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -881225.062500 Penalty: 4373.012207
	Iteration 54Q: 3 clusters Score -881225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -881225.187500 Penalty: 4373.012207
	Iteration 55Q: 3 clusters Score -881225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -881226.625000 Penalty: 4373.012207
	Iteration 56Q: 3 clusters Score -881226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -881226.437500 Penalty: 4373.012207
	Iteration 57Q: 3 clusters Score -881226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -881229.000000 Penalty: 4373.012207
	Iteration 58Q: 3 clusters Score -881229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -881231.187500 Penalty: 4373.012207
	Iteration 59Q: 3 clusters Score -881231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -881234.375000 Penalty: 4373.012207
	Iteration 60F: 3 clusters Score -881234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -881233.125000 Penalty: 4373.012207
	Iteration 61Q: 3 clusters Score -881233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -881233.875000 Penalty: 4373.012207
	Iteration 62Q: 3 clusters Score -881233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -881236.125000 Penalty: 4373.012207
	Iteration 63Q: 3 clusters Score -881236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -881235.437500 Penalty: 4373.012207
	Iteration 64Q: 3 clusters Score -881235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -881235.562500 Penalty: 4373.012207
	Iteration 65Q: 3 clusters Score -881235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -881238.312500 Penalty: 4373.012207
	Iteration 66Q: 3 clusters Score -881238.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -881240.062500 Penalty: 4373.012207
	Iteration 67Q: 3 clusters Score -881240.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -881241.875000 Penalty: 4373.012207
	Iteration 68Q: 3 clusters Score -881241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -881243.875000 Penalty: 4373.012207
	Iteration 69Q: 3 clusters Score -881243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -881247.437500 Penalty: 4373.012207
	Iteration 70Q: 3 clusters Score -881247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -881247.625000 Penalty: 4373.012207
	Iteration 71Q: 3 clusters Score -881247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -881249.750000 Penalty: 4373.012207
	Iteration 72Q: 3 clusters Score -881249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -881248.500000 Penalty: 4373.012207
	Iteration 73Q: 3 clusters Score -881248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -881250.375000 Penalty: 4373.012207
	Iteration 74Q: 3 clusters Score -881250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -881251.375000 Penalty: 4373.012207
	Iteration 75Q: 3 clusters Score -881251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -881250.000000 Penalty: 4373.012207
	Iteration 76Q: 3 clusters Score -881250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -881252.875000 Penalty: 4373.012207
	Iteration 77Q: 3 clusters Score -881252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -881253.812500 Penalty: 4373.012207
	Iteration 78Q: 3 clusters Score -881253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -881254.500000 Penalty: 4373.012207
	Iteration 79Q: 3 clusters Score -881254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -881257.812500 Penalty: 4373.012207
	Iteration 80F: 3 clusters Score -881257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -881258.687500 Penalty: 4373.012207
	Iteration 81Q: 3 clusters Score -881258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -881259.687500 Penalty: 4373.012207
	Iteration 82Q: 3 clusters Score -881259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -881260.062500 Penalty: 4373.012207
	Iteration 83Q: 3 clusters Score -881260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -881260.125000 Penalty: 4373.012207
	Iteration 84Q: 3 clusters Score -881260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -881262.875000 Penalty: 4373.012207
	Iteration 85Q: 3 clusters Score -881262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -881265.000000 Penalty: 4373.012207
	Iteration 86Q: 3 clusters Score -881265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -881266.437500 Penalty: 4373.012207
	Iteration 87Q: 3 clusters Score -881266.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -881267.187500 Penalty: 4373.012207
	Iteration 88Q: 3 clusters Score -881267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -881268.250000 Penalty: 4373.012207
	Iteration 89Q: 3 clusters Score -881268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -881267.312500 Penalty: 4373.012207
	Iteration 90Q: 3 clusters Score -881267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -881266.500000 Penalty: 4373.012207
	Iteration 91Q: 3 clusters Score -881266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -881265.875000 Penalty: 4373.012207
	Iteration 92Q: 3 clusters Score -881265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -881268.000000 Penalty: 4373.012207
	Iteration 93Q: 3 clusters Score -881268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -881269.312500 Penalty: 4373.012207
	Iteration 94Q: 3 clusters Score -881269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -881269.625000 Penalty: 4373.012207
	Iteration 95Q: 3 clusters Score -881269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -881269.750000 Penalty: 4373.012207
	Iteration 96Q: 3 clusters Score -881269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -881269.687500 Penalty: 4373.012207
	Iteration 97Q: 3 clusters Score -881269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -881268.937500 Penalty: 4373.012207
	Iteration 98Q: 3 clusters Score -881268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -881268.562500 Penalty: 4373.012207
	Iteration 99Q: 3 clusters Score -881268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -881268.812500 Penalty: 4373.012207
	Iteration 100F: 3 clusters Score -881268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -881270.250000 Penalty: 4373.012207
	Iteration 101Q: 3 clusters Score -881270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -881269.750000 Penalty: 4373.012207
	Iteration 102Q: 3 clusters Score -881269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -881269.750000 Penalty: 4373.012207
	Iteration 103F: 3 clusters Score -881269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -155215.218750 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -155215.2 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 592 members 
Entering Unmasked Estep 
Score: -153132.312500 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -153132.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153451.125000 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -153451.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153546.671875 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -153546.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153585.093750 Penalty: 3502.421875
	Iteration 3Q: 3 clusters Score -153585.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -153616.500000 Penalty: 3502.421875
	Iteration 4Q: 3 clusters Score -153616.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153644.203125 Penalty: 3502.421875
	Iteration 5Q: 3 clusters Score -153644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153656.468750 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -153656.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153662.015625 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -153662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153667.562500 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -153667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153672.218750 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -153672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153674.296875 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -153674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153677.671875 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -153677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153678.453125 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -153678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153678.453125 Penalty: 3502.421875
	Iteration 13F: 3 clusters Score -153678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -253601.562500 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -253601.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -251071.640625 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -251071.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -251533.359375 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -251533.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -251642.390625 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -251642.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -251687.546875 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -251687.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -251708.562500 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -251708.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -251734.750000 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -251734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -251749.671875 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -251749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -251761.093750 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -251761.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -251771.546875 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -251771.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251776.312500 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -251776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251778.421875 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -251778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251782.218750 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -251782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251785.015625 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -251785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -251786.562500 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -251786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -251787.546875 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -251787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -251788.093750 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -251788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -251788.953125 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -251789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -251788.953125 Penalty: 3744.606201
	Iteration 17F: 3 clusters Score -251789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (94057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Entering Unmasked Estep 
Score: -12682193.000000 Penalty: 2840.010742
	Iteration 0F: 2 clusters Score -1.268219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -12620085.000000 Penalty: 5680.021484
	Iteration 0F: 3 clusters Score -1.262008e+07 nChanged 44390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -12645300.000000 Penalty: 5680.021484
	Iteration 1F: 3 clusters Score -1.26453e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -12645818.000000 Penalty: 5680.021484
	Iteration 2Q: 3 clusters Score -1.264582e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -12646389.000000 Penalty: 5680.021484
	Iteration 3Q: 3 clusters Score -1.264639e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -12646948.000000 Penalty: 5680.021484
	Iteration 4Q: 3 clusters Score -1.264695e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -12647639.000000 Penalty: 5680.021484
	Iteration 5Q: 3 clusters Score -1.264764e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -12648429.000000 Penalty: 5680.021484
	Iteration 6Q: 3 clusters Score -1.264843e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -12649737.000000 Penalty: 5680.021484
	Iteration 7Q: 3 clusters Score -1.264974e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -12651463.000000 Penalty: 5680.021484
	Iteration 8Q: 3 clusters Score -1.265146e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -12653899.000000 Penalty: 5680.021484
	Iteration 9Q: 3 clusters Score -1.26539e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -12657329.000000 Penalty: 5680.021484
	Iteration 10F: 3 clusters Score -1.265733e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -12661499.000000 Penalty: 5680.021484
	Iteration 11F: 3 clusters Score -1.26615e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -12665865.000000 Penalty: 5680.021484
	Iteration 12F: 3 clusters Score -1.266586e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -12668881.000000 Penalty: 5680.021484
	Iteration 13F: 3 clusters Score -1.266888e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -12670370.000000 Penalty: 5680.021484
	Iteration 14Q: 3 clusters Score -1.267037e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -12671164.000000 Penalty: 5680.021484
	Iteration 15Q: 3 clusters Score -1.267116e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -12671660.000000 Penalty: 5680.021484
	Iteration 16Q: 3 clusters Score -1.267166e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -12672197.000000 Penalty: 5680.021484
	Iteration 17Q: 3 clusters Score -1.26722e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -12672756.000000 Penalty: 5680.021484
	Iteration 18Q: 3 clusters Score -1.267276e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -12673220.000000 Penalty: 5680.021484
	Iteration 19Q: 3 clusters Score -1.267322e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -12673830.000000 Penalty: 5680.021484
	Iteration 20F: 3 clusters Score -1.267383e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -12674464.000000 Penalty: 5680.021484
	Iteration 21Q: 3 clusters Score -1.267446e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -12675085.000000 Penalty: 5680.021484
	Iteration 22Q: 3 clusters Score -1.267508e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -12675692.000000 Penalty: 5680.021484
	Iteration 23Q: 3 clusters Score -1.267569e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -12676223.000000 Penalty: 5680.021484
	Iteration 24Q: 3 clusters Score -1.267622e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -12676560.000000 Penalty: 5680.021484
	Iteration 25Q: 3 clusters Score -1.267656e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -12676800.000000 Penalty: 5680.021484
	Iteration 26Q: 3 clusters Score -1.26768e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -12676877.000000 Penalty: 5680.021484
	Iteration 27Q: 3 clusters Score -1.267688e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -12676947.000000 Penalty: 5680.021484
	Iteration 28Q: 3 clusters Score -1.267695e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -12677051.000000 Penalty: 5680.021484
	Iteration 29Q: 3 clusters Score -1.267705e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -12677093.000000 Penalty: 5680.021484
	Iteration 30Q: 3 clusters Score -1.267709e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -12677086.000000 Penalty: 5680.021484
	Iteration 31Q: 3 clusters Score -1.267709e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -12677129.000000 Penalty: 5680.021484
	Iteration 32Q: 3 clusters Score -1.267713e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -12677129.000000 Penalty: 5680.021484
	Iteration 33Q: 3 clusters Score -1.267713e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -12677133.000000 Penalty: 5680.021484
	Iteration 34Q: 3 clusters Score -1.267713e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -12677101.000000 Penalty: 5680.021484
	Iteration 35Q: 3 clusters Score -1.26771e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -12677133.000000 Penalty: 5680.021484
	Iteration 36Q: 3 clusters Score -1.267713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -12677116.000000 Penalty: 5680.021484
	Iteration 37Q: 3 clusters Score -1.267712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -12677118.000000 Penalty: 5680.021484
	Iteration 38Q: 3 clusters Score -1.267712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -12677111.000000 Penalty: 5680.021484
	Iteration 39Q: 3 clusters Score -1.267711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -12677131.000000 Penalty: 5680.021484
	Iteration 40F: 3 clusters Score -1.267713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -12677124.000000 Penalty: 5680.021484
	Iteration 41Q: 3 clusters Score -1.267712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -12677134.000000 Penalty: 5680.021484
	Iteration 42Q: 3 clusters Score -1.267713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -12677149.000000 Penalty: 5680.021484
	Iteration 43Q: 3 clusters Score -1.267715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -12677145.000000 Penalty: 5680.021484
	Iteration 44Q: 3 clusters Score -1.267714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -12677135.000000 Penalty: 5680.021484
	Iteration 45Q: 3 clusters Score -1.267714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -12677146.000000 Penalty: 5680.021484
	Iteration 46Q: 3 clusters Score -1.267715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -12677135.000000 Penalty: 5680.021484
	Iteration 47Q: 3 clusters Score -1.267714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -12677132.000000 Penalty: 5680.021484
	Iteration 48Q: 3 clusters Score -1.267713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -12677123.000000 Penalty: 5680.021484
	Iteration 49Q: 3 clusters Score -1.267712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -12677136.000000 Penalty: 5680.021484
	Iteration 50Q: 3 clusters Score -1.267714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -12677136.000000 Penalty: 5680.021484
	Iteration 51Q: 3 clusters Score -1.267714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -12677133.000000 Penalty: 5680.021484
	Iteration 52Q: 3 clusters Score -1.267713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -12677132.000000 Penalty: 5680.021484
	Iteration 53Q: 3 clusters Score -1.267713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -12677129.000000 Penalty: 5680.021484
	Iteration 54Q: 3 clusters Score -1.267713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -12677136.000000 Penalty: 5680.021484
	Iteration 55Q: 3 clusters Score -1.267714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -12677150.000000 Penalty: 5680.021484
	Iteration 56Q: 3 clusters Score -1.267715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -12677150.000000 Penalty: 5680.021484
	Iteration 57Q: 3 clusters Score -1.267715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -12677138.000000 Penalty: 5680.021484
	Iteration 58Q: 3 clusters Score -1.267714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -12677136.000000 Penalty: 5680.021484
	Iteration 59Q: 3 clusters Score -1.267714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -12677118.000000 Penalty: 5680.021484
	Iteration 60F: 3 clusters Score -1.267712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -12677121.000000 Penalty: 5680.021484
	Iteration 61Q: 3 clusters Score -1.267712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -12677119.000000 Penalty: 5680.021484
	Iteration 62Q: 3 clusters Score -1.267712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -12677119.000000 Penalty: 5680.021484
	Iteration 63F: 3 clusters Score -1.267712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37982.437500 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -37982.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38339.125000 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38339.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38467.632812 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -38467.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38565.285156 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -38565.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38629.683594 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -38629.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38666.675781 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -38666.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38685.003906 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -38685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38693.832031 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -38693.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38704.914062 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -38704.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38721.109375 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -38721.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38744.675781 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -38744.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38771.421875 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -38771.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38804.539062 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -38804.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38804.539062 Penalty: 2916.744385
	Iteration 13F: 3 clusters Score -38804.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -25499.068359 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -25499.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24468.779297 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -24468.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24680.283203 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -24680.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24786.740234 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -24786.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24840.828125 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -24840.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24872.238281 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -24872.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24876.177734 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -24876.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24885.687500 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -24885.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24916.351562 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -24916.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24935.068359 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -24935.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24935.068359 Penalty: 2726.595459
	Iteration 9F: 3 clusters Score -24935.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3936 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19879 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112335 members 
Mstep: Class 14 contains 40375 members 
Mstep: Class 15 contains 92646 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 55768 members 
Mstep: Class 18 contains 6534 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 94057 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780240.000000 Penalty: 81056.015625
Iteration 279Q: 26 clusters Score -6.278024e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19872 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112094 members 
Mstep: Class 14 contains 40190 members 
Mstep: Class 15 contains 91057 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 56012 members 
Mstep: Class 18 contains 6502 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1898 members 
Mstep: Class 23 contains 95861 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780000.000000 Penalty: 81056.015625
Iteration 280F: 26 clusters Score -6.278e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19850 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111785 members 
Mstep: Class 14 contains 40009 members 
Mstep: Class 15 contains 89384 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 56250 members 
Mstep: Class 18 contains 6479 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 97805 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780488.000000 Penalty: 81056.015625
Iteration 281Q: 26 clusters Score -6.278049e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19837 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111675 members 
Mstep: Class 14 contains 39821 members 
Mstep: Class 15 contains 87653 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 56451 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 99634 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780784.000000 Penalty: 81056.015625
Iteration 282Q: 26 clusters Score -6.278078e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112331 members 
Mstep: Class 14 contains 39631 members 
Mstep: Class 15 contains 85810 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 56473 members 
Mstep: Class 18 contains 6449 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 101002 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780896.000000 Penalty: 81056.015625
Iteration 283Q: 26 clusters Score -6.27809e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 1388 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19812 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 113530 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 83460 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 56417 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 102363 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781096.000000 Penalty: 81056.015625
Iteration 284Q: 26 clusters Score -6.27811e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19793 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 115429 members 
Mstep: Class 14 contains 39342 members 
Mstep: Class 15 contains 80443 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 56244 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1911 members 
Mstep: Class 23 contains 103909 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781156.000000 Penalty: 81056.015625
Iteration 285Q: 26 clusters Score -6.278116e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19780 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 118003 members 
Mstep: Class 14 contains 39228 members 
Mstep: Class 15 contains 76611 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 55946 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6716 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 1902 members 
Mstep: Class 23 contains 105746 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780904.000000 Penalty: 81056.015625
Iteration 286Q: 26 clusters Score -6.27809e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19776 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 121336 members 
Mstep: Class 14 contains 39145 members 
Mstep: Class 15 contains 71444 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 55514 members 
Mstep: Class 18 contains 6289 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6699 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 108191 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780068.000000 Penalty: 81056.015625
Iteration 287Q: 26 clusters Score -6.278007e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 125520 members 
Mstep: Class 14 contains 39200 members 
Mstep: Class 15 contains 64693 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 55027 members 
Mstep: Class 18 contains 6277 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 111225 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777172.000000 Penalty: 81056.015625
Iteration 288Q: 26 clusters Score -6.277717e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19833 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 130651 members 
Mstep: Class 14 contains 39353 members 
Mstep: Class 15 contains 56292 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 54442 members 
Mstep: Class 18 contains 6274 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1899 members 
Mstep: Class 23 contains 114887 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771944.000000 Penalty: 81056.015625
Iteration 289Q: 26 clusters Score -6.277194e+07 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 19907 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135517 members 
Mstep: Class 14 contains 39706 members 
Mstep: Class 15 contains 47456 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 53799 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6620 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 118832 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762548.000000 Penalty: 81056.015625
Iteration 290Q: 26 clusters Score -6.276255e+07 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20006 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136185 members 
Mstep: Class 14 contains 40371 members 
Mstep: Class 15 contains 42164 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53313 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1941 members 
Mstep: Class 23 contains 122719 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756620.000000 Penalty: 81056.015625
Iteration 291Q: 26 clusters Score -6.275662e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 134870 members 
Mstep: Class 14 contains 41219 members 
Mstep: Class 15 contains 38973 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 52778 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6520 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 126324 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753712.000000 Penalty: 81056.015625
Iteration 292Q: 26 clusters Score -6.275371e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20227 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 132687 members 
Mstep: Class 14 contains 42092 members 
Mstep: Class 15 contains 36956 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 52318 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1963 members 
Mstep: Class 23 contains 129519 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752832.000000 Penalty: 81056.015625
Iteration 293Q: 26 clusters Score -6.275283e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20345 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 130375 members 
Mstep: Class 14 contains 42858 members 
Mstep: Class 15 contains 35594 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 51892 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 132275 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752400.000000 Penalty: 81056.015625
Iteration 294Q: 26 clusters Score -6.27524e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20437 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 128085 members 
Mstep: Class 14 contains 43601 members 
Mstep: Class 15 contains 34656 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 51505 members 
Mstep: Class 18 contains 6903 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 134698 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752428.000000 Penalty: 81056.015625
Iteration 295Q: 26 clusters Score -6.275243e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20513 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 125912 members 
Mstep: Class 14 contains 44234 members 
Mstep: Class 15 contains 33990 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 51161 members 
Mstep: Class 18 contains 7005 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 136832 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752940.000000 Penalty: 81056.015625
Iteration 296Q: 26 clusters Score -6.275294e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 124144 members 
Mstep: Class 14 contains 44771 members 
Mstep: Class 15 contains 33525 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 50860 members 
Mstep: Class 18 contains 7061 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2003 members 
Mstep: Class 23 contains 138577 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753892.000000 Penalty: 81056.015625
Iteration 297Q: 26 clusters Score -6.275389e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2421 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20615 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 122647 members 
Mstep: Class 14 contains 45269 members 
Mstep: Class 15 contains 33168 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 50619 members 
Mstep: Class 18 contains 7110 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 139995 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754808.000000 Penalty: 81056.015625
Iteration 298Q: 26 clusters Score -6.275481e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20664 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 121397 members 
Mstep: Class 14 contains 45707 members 
Mstep: Class 15 contains 32846 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 50407 members 
Mstep: Class 18 contains 7153 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6321 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2006 members 
Mstep: Class 23 contains 141192 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755296.000000 Penalty: 81056.015625
Iteration 299Q: 26 clusters Score -6.27553e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2427 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20698 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 120392 members 
Mstep: Class 14 contains 46067 members 
Mstep: Class 15 contains 32597 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 50191 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 142194 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62759436.000000 Penalty: 81056.015625
Iteration 300F: 26 clusters Score -6.275944e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 125921 members 
Mstep: Class 14 contains 46370 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 49932 members 
Mstep: Class 18 contains 7216 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 143029 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755232.000000 Penalty: 81056.015625
Iteration 301Q: 26 clusters Score -6.275523e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20764 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 129793 members 
Mstep: Class 14 contains 46919 members 
Mstep: Class 15 contains 20092 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 49798 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 144466 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752428.000000 Penalty: 81056.015625
Iteration 302Q: 26 clusters Score -6.275243e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3611 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2466 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20841 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 132231 members 
Mstep: Class 14 contains 47602 members 
Mstep: Class 15 contains 15268 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 145865 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751232.000000 Penalty: 81056.015625
Iteration 303Q: 26 clusters Score -6.275123e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3582 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20898 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 133643 members 
Mstep: Class 14 contains 48297 members 
Mstep: Class 15 contains 11850 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 49639 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6263 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 146950 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750712.000000 Penalty: 81056.015625
Iteration 304Q: 26 clusters Score -6.275071e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3556 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 20947 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 134430 members 
Mstep: Class 14 contains 49100 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 49505 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6265 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 1938 members 
Mstep: Class 23 contains 147666 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750872.000000 Penalty: 81056.015625
Iteration 305Q: 26 clusters Score -6.275087e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21019 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135018 members 
Mstep: Class 14 contains 49835 members 
Mstep: Class 15 contains 7601 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 49333 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6265 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 147976 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750604.000000 Penalty: 81056.015625
Iteration 306Q: 26 clusters Score -6.27506e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2503 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21085 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135413 members 
Mstep: Class 14 contains 50547 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 49141 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6269 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 1856 members 
Mstep: Class 23 contains 148050 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750984.000000 Penalty: 81056.015625
Iteration 307Q: 26 clusters Score -6.275098e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1408 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135605 members 
Mstep: Class 14 contains 51280 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 48975 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6256 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 147920 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751096.000000 Penalty: 81056.015625
Iteration 308Q: 26 clusters Score -6.27511e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21239 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135773 members 
Mstep: Class 14 contains 51963 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 48819 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 1813 members 
Mstep: Class 23 contains 147592 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751048.000000 Penalty: 81056.015625
Iteration 309Q: 26 clusters Score -6.275105e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21301 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135826 members 
Mstep: Class 14 contains 52631 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 48670 members 
Mstep: Class 18 contains 8158 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 147241 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751156.000000 Penalty: 81056.015625
Iteration 310Q: 26 clusters Score -6.275116e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21349 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135833 members 
Mstep: Class 14 contains 53328 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 48503 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6254 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 146839 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751180.000000 Penalty: 81056.015625
Iteration 311Q: 26 clusters Score -6.275118e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2585 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21385 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 135930 members 
Mstep: Class 14 contains 53984 members 
Mstep: Class 15 contains 3710 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 48368 members 
Mstep: Class 18 contains 8293 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6256 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 146322 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751288.000000 Penalty: 81056.015625
Iteration 312Q: 26 clusters Score -6.275129e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21415 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136052 members 
Mstep: Class 14 contains 54620 members 
Mstep: Class 15 contains 3493 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 48247 members 
Mstep: Class 18 contains 8355 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6250 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 145725 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751188.000000 Penalty: 81056.015625
Iteration 313Q: 26 clusters Score -6.275119e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136240 members 
Mstep: Class 14 contains 55186 members 
Mstep: Class 15 contains 3320 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 48125 members 
Mstep: Class 18 contains 8410 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 1850 members 
Mstep: Class 23 contains 145104 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751440.000000 Penalty: 81056.015625
Iteration 314Q: 26 clusters Score -6.275144e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21485 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136408 members 
Mstep: Class 14 contains 55709 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 48018 members 
Mstep: Class 18 contains 8457 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6254 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 144529 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751768.000000 Penalty: 81056.015625
Iteration 315Q: 26 clusters Score -6.275177e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21506 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136604 members 
Mstep: Class 14 contains 56222 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 47922 members 
Mstep: Class 18 contains 8500 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6253 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1861 members 
Mstep: Class 23 contains 143927 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751632.000000 Penalty: 81056.015625
Iteration 316Q: 26 clusters Score -6.275163e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136776 members 
Mstep: Class 14 contains 56716 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 47861 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1861 members 
Mstep: Class 23 contains 143328 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751740.000000 Penalty: 81056.015625
Iteration 317Q: 26 clusters Score -6.275174e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 136961 members 
Mstep: Class 14 contains 57179 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 47788 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 142757 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751780.000000 Penalty: 81056.015625
Iteration 318Q: 26 clusters Score -6.275178e+07 nChanged 1404
Entering ConstructFrom: 
Score: -62751780.000000 Penalty: 81056.015625
Entering ConstructFrom: 
Trying to split cluster 1 (33082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Entering Unmasked Estep 
Score: -4515975.500000 Penalty: 2580.872803
	Iteration 0F: 2 clusters Score -4515976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4493609.500000 Penalty: 5161.745605
	Iteration 0F: 3 clusters Score -4493610 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4501559.500000 Penalty: 5161.745605
	Iteration 1F: 3 clusters Score -4501560 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4502032.500000 Penalty: 5161.745605
	Iteration 2Q: 3 clusters Score -4502032 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4502479.000000 Penalty: 5161.745605
	Iteration 3Q: 3 clusters Score -4502479 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4502966.500000 Penalty: 5161.745605
	Iteration 4Q: 3 clusters Score -4502966 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4503474.500000 Penalty: 5161.745605
	Iteration 5Q: 3 clusters Score -4503474 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4504082.500000 Penalty: 5161.745605
	Iteration 6Q: 3 clusters Score -4504082 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4504894.000000 Penalty: 5161.745605
	Iteration 7Q: 3 clusters Score -4504894 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4506001.000000 Penalty: 5161.745605
	Iteration 8Q: 3 clusters Score -4506001 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4507240.500000 Penalty: 5161.745605
	Iteration 9F: 3 clusters Score -4507240 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4508387.000000 Penalty: 5161.745605
	Iteration 10Q: 3 clusters Score -4508387 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4509413.500000 Penalty: 5161.745605
	Iteration 11Q: 3 clusters Score -4509414 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4510241.000000 Penalty: 5161.745605
	Iteration 12Q: 3 clusters Score -4510241 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -4510832.000000 Penalty: 5161.745605
	Iteration 13Q: 3 clusters Score -4510832 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4511215.000000 Penalty: 5161.745605
	Iteration 14Q: 3 clusters Score -4511215 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4511447.000000 Penalty: 5161.745605
	Iteration 15Q: 3 clusters Score -4511447 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -4511577.000000 Penalty: 5161.745605
	Iteration 16Q: 3 clusters Score -4511577 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4511725.000000 Penalty: 5161.745605
	Iteration 17Q: 3 clusters Score -4511725 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4511831.000000 Penalty: 5161.745605
	Iteration 18Q: 3 clusters Score -4511831 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4511948.500000 Penalty: 5161.745605
	Iteration 19Q: 3 clusters Score -4511948 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -4512040.500000 Penalty: 5161.745605
	Iteration 20F: 3 clusters Score -4512040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4512145.000000 Penalty: 5161.745605
	Iteration 21Q: 3 clusters Score -4512145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4512265.500000 Penalty: 5161.745605
	Iteration 22Q: 3 clusters Score -4512266 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4512342.000000 Penalty: 5161.745605
	Iteration 23Q: 3 clusters Score -4512342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4512418.000000 Penalty: 5161.745605
	Iteration 24Q: 3 clusters Score -4512418 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4512477.500000 Penalty: 5161.745605
	Iteration 25Q: 3 clusters Score -4512478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4512526.500000 Penalty: 5161.745605
	Iteration 26Q: 3 clusters Score -4512526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4512572.500000 Penalty: 5161.745605
	Iteration 27Q: 3 clusters Score -4512572 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -4512614.500000 Penalty: 5161.745605
	Iteration 28Q: 3 clusters Score -4512614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4512652.500000 Penalty: 5161.745605
	Iteration 29Q: 3 clusters Score -4512652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4512689.000000 Penalty: 5161.745605
	Iteration 30Q: 3 clusters Score -4512689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4512700.500000 Penalty: 5161.745605
	Iteration 31Q: 3 clusters Score -4512700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4512726.500000 Penalty: 5161.745605
	Iteration 32Q: 3 clusters Score -4512726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4512789.000000 Penalty: 5161.745605
	Iteration 33Q: 3 clusters Score -4512789 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4512826.000000 Penalty: 5161.745605
	Iteration 34Q: 3 clusters Score -4512826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4512856.000000 Penalty: 5161.745605
	Iteration 35Q: 3 clusters Score -4512856 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4512882.000000 Penalty: 5161.745605
	Iteration 36Q: 3 clusters Score -4512882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4512914.000000 Penalty: 5161.745605
	Iteration 37Q: 3 clusters Score -4512914 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4512942.000000 Penalty: 5161.745605
	Iteration 38Q: 3 clusters Score -4512942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4512976.500000 Penalty: 5161.745605
	Iteration 39Q: 3 clusters Score -4512976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4512999.000000 Penalty: 5161.745605
	Iteration 40F: 3 clusters Score -4512999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4513018.000000 Penalty: 5161.745605
	Iteration 41Q: 3 clusters Score -4513018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4513046.500000 Penalty: 5161.745605
	Iteration 42Q: 3 clusters Score -4513046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4513074.000000 Penalty: 5161.745605
	Iteration 43Q: 3 clusters Score -4513074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4513083.000000 Penalty: 5161.745605
	Iteration 44Q: 3 clusters Score -4513083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4513110.000000 Penalty: 5161.745605
	Iteration 45Q: 3 clusters Score -4513110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4513137.000000 Penalty: 5161.745605
	Iteration 46Q: 3 clusters Score -4513137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4513160.500000 Penalty: 5161.745605
	Iteration 47Q: 3 clusters Score -4513160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4513198.000000 Penalty: 5161.745605
	Iteration 48Q: 3 clusters Score -4513198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4513247.000000 Penalty: 5161.745605
	Iteration 49Q: 3 clusters Score -4513247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4513286.000000 Penalty: 5161.745605
	Iteration 50Q: 3 clusters Score -4513286 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4513305.000000 Penalty: 5161.745605
	Iteration 51Q: 3 clusters Score -4513305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4513315.500000 Penalty: 5161.745605
	Iteration 52Q: 3 clusters Score -4513316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4513338.000000 Penalty: 5161.745605
	Iteration 53Q: 3 clusters Score -4513338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4513369.000000 Penalty: 5161.745605
	Iteration 54Q: 3 clusters Score -4513369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4513380.500000 Penalty: 5161.745605
	Iteration 55Q: 3 clusters Score -4513380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4513389.000000 Penalty: 5161.745605
	Iteration 56Q: 3 clusters Score -4513389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4513401.500000 Penalty: 5161.745605
	Iteration 57Q: 3 clusters Score -4513402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4513423.500000 Penalty: 5161.745605
	Iteration 58Q: 3 clusters Score -4513424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4513441.000000 Penalty: 5161.745605
	Iteration 59Q: 3 clusters Score -4513441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4513468.000000 Penalty: 5161.745605
	Iteration 60F: 3 clusters Score -4513468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4513482.500000 Penalty: 5161.745605
	Iteration 61Q: 3 clusters Score -4513482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4513497.000000 Penalty: 5161.745605
	Iteration 62Q: 3 clusters Score -4513497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4513520.500000 Penalty: 5161.745605
	Iteration 63Q: 3 clusters Score -4513520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4513521.500000 Penalty: 5161.745605
	Iteration 64Q: 3 clusters Score -4513522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4513530.000000 Penalty: 5161.745605
	Iteration 65Q: 3 clusters Score -4513530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4513547.000000 Penalty: 5161.745605
	Iteration 66Q: 3 clusters Score -4513547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4513556.000000 Penalty: 5161.745605
	Iteration 67Q: 3 clusters Score -4513556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4513556.000000 Penalty: 5161.745605
	Iteration 68Q: 3 clusters Score -4513556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4513565.500000 Penalty: 5161.745605
	Iteration 69Q: 3 clusters Score -4513566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4513572.500000 Penalty: 5161.745605
	Iteration 70Q: 3 clusters Score -4513572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4513580.000000 Penalty: 5161.745605
	Iteration 71Q: 3 clusters Score -4513580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4513598.000000 Penalty: 5161.745605
	Iteration 72Q: 3 clusters Score -4513598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4513604.500000 Penalty: 5161.745605
	Iteration 73Q: 3 clusters Score -4513604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4513604.500000 Penalty: 5161.745605
	Iteration 74Q: 3 clusters Score -4513604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4513613.500000 Penalty: 5161.745605
	Iteration 75Q: 3 clusters Score -4513614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4513620.000000 Penalty: 5161.745605
	Iteration 76Q: 3 clusters Score -4513620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4513629.000000 Penalty: 5161.745605
	Iteration 77Q: 3 clusters Score -4513629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4513642.000000 Penalty: 5161.745605
	Iteration 78Q: 3 clusters Score -4513642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4513644.000000 Penalty: 5161.745605
	Iteration 79Q: 3 clusters Score -4513644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4513645.000000 Penalty: 5161.745605
	Iteration 80F: 3 clusters Score -4513645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4513656.000000 Penalty: 5161.745605
	Iteration 81Q: 3 clusters Score -4513656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4513658.000000 Penalty: 5161.745605
	Iteration 82Q: 3 clusters Score -4513658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4513667.000000 Penalty: 5161.745605
	Iteration 83Q: 3 clusters Score -4513667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4513661.500000 Penalty: 5161.745605
	Iteration 84Q: 3 clusters Score -4513662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4513677.500000 Penalty: 5161.745605
	Iteration 85Q: 3 clusters Score -4513678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4513680.500000 Penalty: 5161.745605
	Iteration 86Q: 3 clusters Score -4513680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4513682.000000 Penalty: 5161.745605
	Iteration 87Q: 3 clusters Score -4513682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4513682.500000 Penalty: 5161.745605
	Iteration 88Q: 3 clusters Score -4513682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4513683.500000 Penalty: 5161.745605
	Iteration 89Q: 3 clusters Score -4513684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4513684.500000 Penalty: 5161.745605
	Iteration 90Q: 3 clusters Score -4513684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4513691.500000 Penalty: 5161.745605
	Iteration 91Q: 3 clusters Score -4513692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4513704.500000 Penalty: 5161.745605
	Iteration 92Q: 3 clusters Score -4513704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4513718.000000 Penalty: 5161.745605
	Iteration 93Q: 3 clusters Score -4513718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4513725.000000 Penalty: 5161.745605
	Iteration 94Q: 3 clusters Score -4513725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4513735.500000 Penalty: 5161.745605
	Iteration 95Q: 3 clusters Score -4513736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4513741.000000 Penalty: 5161.745605
	Iteration 96Q: 3 clusters Score -4513741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4513749.000000 Penalty: 5161.745605
	Iteration 97Q: 3 clusters Score -4513749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4513745.000000 Penalty: 5161.745605
	Iteration 98Q: 3 clusters Score -4513745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4513746.000000 Penalty: 5161.745605
	Iteration 99Q: 3 clusters Score -4513746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4513748.000000 Penalty: 5161.745605
	Iteration 100F: 3 clusters Score -4513748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4513751.000000 Penalty: 5161.745605
	Iteration 101Q: 3 clusters Score -4513751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4513755.000000 Penalty: 5161.745605
	Iteration 102Q: 3 clusters Score -4513755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4513757.000000 Penalty: 5161.745605
	Iteration 103Q: 3 clusters Score -4513757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4513760.000000 Penalty: 5161.745605
	Iteration 104Q: 3 clusters Score -4513760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4513758.000000 Penalty: 5161.745605
	Iteration 105Q: 3 clusters Score -4513758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4513765.000000 Penalty: 5161.745605
	Iteration 106Q: 3 clusters Score -4513765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4513764.000000 Penalty: 5161.745605
	Iteration 107Q: 3 clusters Score -4513764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4513764.500000 Penalty: 5161.745605
	Iteration 108Q: 3 clusters Score -4513764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4513766.000000 Penalty: 5161.745605
	Iteration 109Q: 3 clusters Score -4513766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4513766.000000 Penalty: 5161.745605
	Iteration 110F: 3 clusters Score -4513766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -41677.902344 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -41677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40452.187500 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -40452.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40872.046875 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -40872.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41264.257812 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -41264.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41363.867188 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -41363.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41435.000000 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -41435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41510.906250 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -41510.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41531.843750 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -41531.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41538.371094 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -41538.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41538.371094 Penalty: 2959.208984
	Iteration 8F: 3 clusters Score -41538.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -426934.625000 Penalty: 2012.203979
	Iteration 0F: 2 clusters Score -426934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -423434.656250 Penalty: 4024.407959
	Iteration 0F: 3 clusters Score -423434.7 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -424117.843750 Penalty: 4024.407959
	Iteration 1F: 3 clusters Score -424117.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -424305.718750 Penalty: 4024.407959
	Iteration 2F: 3 clusters Score -424305.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -424415.250000 Penalty: 4024.407959
	Iteration 3F: 3 clusters Score -424415.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -424512.000000 Penalty: 4024.407959
	Iteration 4Q: 3 clusters Score -424512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -424581.562500 Penalty: 4024.407959
	Iteration 5Q: 3 clusters Score -424581.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -424632.312500 Penalty: 4024.407959
	Iteration 6Q: 3 clusters Score -424632.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -424676.562500 Penalty: 4024.407959
	Iteration 7Q: 3 clusters Score -424676.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -424713.281250 Penalty: 4024.407959
	Iteration 8Q: 3 clusters Score -424713.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -424750.781250 Penalty: 4024.407959
	Iteration 9Q: 3 clusters Score -424750.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424793.718750 Penalty: 4024.407959
	Iteration 10Q: 3 clusters Score -424793.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -424824.718750 Penalty: 4024.407959
	Iteration 11Q: 3 clusters Score -424824.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -424851.156250 Penalty: 4024.407959
	Iteration 12Q: 3 clusters Score -424851.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -424879.437500 Penalty: 4024.407959
	Iteration 13Q: 3 clusters Score -424879.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -424911.875000 Penalty: 4024.407959
	Iteration 14Q: 3 clusters Score -424911.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -424945.250000 Penalty: 4024.407959
	Iteration 15Q: 3 clusters Score -424945.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -424987.375000 Penalty: 4024.407959
	Iteration 16Q: 3 clusters Score -424987.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -425022.468750 Penalty: 4024.407959
	Iteration 17Q: 3 clusters Score -425022.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -425056.218750 Penalty: 4024.407959
	Iteration 18Q: 3 clusters Score -425056.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -425085.750000 Penalty: 4024.407959
	Iteration 19Q: 3 clusters Score -425085.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -425125.375000 Penalty: 4024.407959
	Iteration 20F: 3 clusters Score -425125.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -425159.843750 Penalty: 4024.407959
	Iteration 21Q: 3 clusters Score -425159.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -425195.343750 Penalty: 4024.407959
	Iteration 22Q: 3 clusters Score -425195.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -425241.406250 Penalty: 4024.407959
	Iteration 23Q: 3 clusters Score -425241.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -425271.968750 Penalty: 4024.407959
	Iteration 24Q: 3 clusters Score -425272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -425294.843750 Penalty: 4024.407959
	Iteration 25Q: 3 clusters Score -425294.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -425313.187500 Penalty: 4024.407959
	Iteration 26Q: 3 clusters Score -425313.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -425328.125000 Penalty: 4024.407959
	Iteration 27Q: 3 clusters Score -425328.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -425341.812500 Penalty: 4024.407959
	Iteration 28Q: 3 clusters Score -425341.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -425354.156250 Penalty: 4024.407959
	Iteration 29Q: 3 clusters Score -425354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -425366.031250 Penalty: 4024.407959
	Iteration 30Q: 3 clusters Score -425366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -425379.625000 Penalty: 4024.407959
	Iteration 31Q: 3 clusters Score -425379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -425391.937500 Penalty: 4024.407959
	Iteration 32Q: 3 clusters Score -425391.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -425400.343750 Penalty: 4024.407959
	Iteration 33Q: 3 clusters Score -425400.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -425404.968750 Penalty: 4024.407959
	Iteration 34Q: 3 clusters Score -425405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -425410.718750 Penalty: 4024.407959
	Iteration 35Q: 3 clusters Score -425410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -425412.281250 Penalty: 4024.407959
	Iteration 36Q: 3 clusters Score -425412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -425417.375000 Penalty: 4024.407959
	Iteration 37Q: 3 clusters Score -425417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -425420.500000 Penalty: 4024.407959
	Iteration 38Q: 3 clusters Score -425420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -425422.062500 Penalty: 4024.407959
	Iteration 39Q: 3 clusters Score -425422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -425427.750000 Penalty: 4024.407959
	Iteration 40F: 3 clusters Score -425427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -425433.281250 Penalty: 4024.407959
	Iteration 41Q: 3 clusters Score -425433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -425436.250000 Penalty: 4024.407959
	Iteration 42Q: 3 clusters Score -425436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -425440.500000 Penalty: 4024.407959
	Iteration 43Q: 3 clusters Score -425440.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -425446.968750 Penalty: 4024.407959
	Iteration 44Q: 3 clusters Score -425447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -425450.468750 Penalty: 4024.407959
	Iteration 45Q: 3 clusters Score -425450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -425452.468750 Penalty: 4024.407959
	Iteration 46Q: 3 clusters Score -425452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -425454.187500 Penalty: 4024.407959
	Iteration 47Q: 3 clusters Score -425454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -425456.062500 Penalty: 4024.407959
	Iteration 48Q: 3 clusters Score -425456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -425455.937500 Penalty: 4024.407959
	Iteration 49Q: 3 clusters Score -425455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -425458.000000 Penalty: 4024.407959
	Iteration 50Q: 3 clusters Score -425458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -425457.468750 Penalty: 4024.407959
	Iteration 51Q: 3 clusters Score -425457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -425457.468750 Penalty: 4024.407959
	Iteration 52F: 3 clusters Score -425457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -180088.968750 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -180089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -177841.687500 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -177841.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178158.671875 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -178158.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178274.531250 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -178274.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -178346.140625 Penalty: 3596.667236
	Iteration 3Q: 3 clusters Score -178346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178394.562500 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -178394.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178436.187500 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -178436.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178459.734375 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -178459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178475.984375 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -178476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -178489.484375 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -178489.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178499.140625 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -178499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178501.859375 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -178501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -178504.046875 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -178504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178504.468750 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -178504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -178505.265625 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -178505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178508.140625 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -178508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -178512.515625 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -178512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178515.015625 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -178515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -178517.296875 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -178517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -178521.343750 Penalty: 3596.667236
	Iteration 18Q: 3 clusters Score -178521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178525.687500 Penalty: 3596.667236
	Iteration 19Q: 3 clusters Score -178525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178527.718750 Penalty: 3596.667236
	Iteration 20F: 3 clusters Score -178527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178530.046875 Penalty: 3596.667236
	Iteration 21Q: 3 clusters Score -178530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178531.359375 Penalty: 3596.667236
	Iteration 22Q: 3 clusters Score -178531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178532.046875 Penalty: 3596.667236
	Iteration 23Q: 3 clusters Score -178532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -178533.359375 Penalty: 3596.667236
	Iteration 24Q: 3 clusters Score -178533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178534.875000 Penalty: 3596.667236
	Iteration 25Q: 3 clusters Score -178534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -178536.375000 Penalty: 3596.667236
	Iteration 26Q: 3 clusters Score -178536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -178536.781250 Penalty: 3596.667236
	Iteration 27Q: 3 clusters Score -178536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -178536.781250 Penalty: 3596.667236
	Iteration 28F: 3 clusters Score -178536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -12457.003906 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -12457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11579.153320 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -11579.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 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 403 members 
Entering Unmasked Estep 
Score: -84458.406250 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84458.41 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84943.140625 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84943.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85247.742188 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85247.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85469.351562 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85469.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85626.062500 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -85626.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85796.031250 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -85796.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85962.687500 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -85962.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86050.132812 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -86050.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86109.070312 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -86109.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86193.718750 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -86193.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86249.015625 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -86249.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86275.421875 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -86275.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86282.437500 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -86282.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86287.023438 Penalty: 3291.429688
	Iteration 13F: 3 clusters Score -86287.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86331.515625 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -86331.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86338.804688 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -86338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86338.804688 Penalty: 3291.429688
	Iteration 16F: 3 clusters Score -86338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 137141 members 
Mstep: Class 14 contains 57623 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47728 members 
Mstep: Class 18 contains 8574 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 142194 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 342 members 
Entering Unmasked Estep 
Score: -62750460.000000 Penalty: 84298.257812
Splitting cluster 6 changes total score from -62751780.000000 to -62750460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -364685.281250 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -364685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -361579.812500 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -361579.8 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -362157.500000 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -362157.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -362318.906250 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -362318.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -362427.093750 Penalty: 3917.795898
	Iteration 3Q: 3 clusters Score -362427.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -362502.843750 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -362502.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -362568.218750 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -362568.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -362614.531250 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -362614.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -362643.531250 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -362643.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -362671.656250 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -362671.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -362697.843750 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -362697.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -362724.281250 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -362724.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -362746.406250 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -362746.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -362768.468750 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -362768.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -362796.031250 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -362796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -362820.312500 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -362820.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -362841.593750 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -362841.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -362870.406250 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -362870.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -362889.250000 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -362889.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -362908.250000 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -362908.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -362928.218750 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -362928.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -362946.000000 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -362946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -362961.562500 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -362961.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -362972.656250 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -362972.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -362978.312500 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -362978.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -362982.312500 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -362982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -362989.281250 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -362989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -362993.312500 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -362993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -362998.375000 Penalty: 3917.795898
	Iteration 27Q: 3 clusters Score -362998.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -363004.000000 Penalty: 3917.795898
	Iteration 28Q: 3 clusters Score -363004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -363011.406250 Penalty: 3917.795898
	Iteration 29Q: 3 clusters Score -363011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -363016.156250 Penalty: 3917.795898
	Iteration 30Q: 3 clusters Score -363016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -363021.843750 Penalty: 3917.795898
	Iteration 31Q: 3 clusters Score -363021.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -363028.906250 Penalty: 3917.795898
	Iteration 32Q: 3 clusters Score -363028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -363034.281250 Penalty: 3917.795898
	Iteration 33Q: 3 clusters Score -363034.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -363042.437500 Penalty: 3917.795898
	Iteration 34Q: 3 clusters Score -363042.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -363049.781250 Penalty: 3917.795898
	Iteration 35Q: 3 clusters Score -363049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -363060.312500 Penalty: 3917.795898
	Iteration 36Q: 3 clusters Score -363060.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -363065.593750 Penalty: 3917.795898
	Iteration 37Q: 3 clusters Score -363065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -363070.968750 Penalty: 3917.795898
	Iteration 38Q: 3 clusters Score -363071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -363075.062500 Penalty: 3917.795898
	Iteration 39Q: 3 clusters Score -363075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -363080.281250 Penalty: 3917.795898
	Iteration 40F: 3 clusters Score -363080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -363084.812500 Penalty: 3917.795898
	Iteration 41Q: 3 clusters Score -363084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363089.000000 Penalty: 3917.795898
	Iteration 42Q: 3 clusters Score -363089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -363092.187500 Penalty: 3917.795898
	Iteration 43Q: 3 clusters Score -363092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -363097.437500 Penalty: 3917.795898
	Iteration 44Q: 3 clusters Score -363097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -363101.531250 Penalty: 3917.795898
	Iteration 45Q: 3 clusters Score -363101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -363105.375000 Penalty: 3917.795898
	Iteration 46Q: 3 clusters Score -363105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -363110.218750 Penalty: 3917.795898
	Iteration 47Q: 3 clusters Score -363110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -363113.250000 Penalty: 3917.795898
	Iteration 48Q: 3 clusters Score -363113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -363116.656250 Penalty: 3917.795898
	Iteration 49Q: 3 clusters Score -363116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -363120.281250 Penalty: 3917.795898
	Iteration 50Q: 3 clusters Score -363120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -363122.406250 Penalty: 3917.795898
	Iteration 51Q: 3 clusters Score -363122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -363123.843750 Penalty: 3917.795898
	Iteration 52Q: 3 clusters Score -363123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -363125.156250 Penalty: 3917.795898
	Iteration 53Q: 3 clusters Score -363125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -363125.187500 Penalty: 3917.795898
	Iteration 54Q: 3 clusters Score -363125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -363127.343750 Penalty: 3917.795898
	Iteration 55Q: 3 clusters Score -363127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -363127.875000 Penalty: 3917.795898
	Iteration 56Q: 3 clusters Score -363127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -363130.250000 Penalty: 3917.795898
	Iteration 57Q: 3 clusters Score -363130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -363131.843750 Penalty: 3917.795898
	Iteration 58Q: 3 clusters Score -363131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -363134.000000 Penalty: 3917.795898
	Iteration 59Q: 3 clusters Score -363134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -363136.750000 Penalty: 3917.795898
	Iteration 60F: 3 clusters Score -363136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -363140.343750 Penalty: 3917.795898
	Iteration 61Q: 3 clusters Score -363140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -363143.625000 Penalty: 3917.795898
	Iteration 62Q: 3 clusters Score -363143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -363148.062500 Penalty: 3917.795898
	Iteration 63Q: 3 clusters Score -363148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -363152.531250 Penalty: 3917.795898
	Iteration 64Q: 3 clusters Score -363152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -363159.062500 Penalty: 3917.795898
	Iteration 65Q: 3 clusters Score -363159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -363162.656250 Penalty: 3917.795898
	Iteration 66Q: 3 clusters Score -363162.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363168.437500 Penalty: 3917.795898
	Iteration 67Q: 3 clusters Score -363168.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -363174.937500 Penalty: 3917.795898
	Iteration 68Q: 3 clusters Score -363174.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -363184.218750 Penalty: 3917.795898
	Iteration 69Q: 3 clusters Score -363184.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -363191.000000 Penalty: 3917.795898
	Iteration 70Q: 3 clusters Score -363191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -363196.343750 Penalty: 3917.795898
	Iteration 71Q: 3 clusters Score -363196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -363200.906250 Penalty: 3917.795898
	Iteration 72Q: 3 clusters Score -363200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -363204.531250 Penalty: 3917.795898
	Iteration 73Q: 3 clusters Score -363204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -363206.843750 Penalty: 3917.795898
	Iteration 74Q: 3 clusters Score -363206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -363212.125000 Penalty: 3917.795898
	Iteration 75Q: 3 clusters Score -363212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -363220.625000 Penalty: 3917.795898
	Iteration 76Q: 3 clusters Score -363220.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -363228.562500 Penalty: 3917.795898
	Iteration 77Q: 3 clusters Score -363228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -363234.718750 Penalty: 3917.795898
	Iteration 78Q: 3 clusters Score -363234.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -363240.812500 Penalty: 3917.795898
	Iteration 79Q: 3 clusters Score -363240.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -363246.500000 Penalty: 3917.795898
	Iteration 80F: 3 clusters Score -363246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -363251.656250 Penalty: 3917.795898
	Iteration 81Q: 3 clusters Score -363251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -363254.437500 Penalty: 3917.795898
	Iteration 82Q: 3 clusters Score -363254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -363254.812500 Penalty: 3917.795898
	Iteration 83Q: 3 clusters Score -363254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -363255.812500 Penalty: 3917.795898
	Iteration 84Q: 3 clusters Score -363255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -363256.562500 Penalty: 3917.795898
	Iteration 85Q: 3 clusters Score -363256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -363258.781250 Penalty: 3917.795898
	Iteration 86Q: 3 clusters Score -363258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -363261.437500 Penalty: 3917.795898
	Iteration 87Q: 3 clusters Score -363261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -363264.000000 Penalty: 3917.795898
	Iteration 88Q: 3 clusters Score -363264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -363265.718750 Penalty: 3917.795898
	Iteration 89Q: 3 clusters Score -363265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -363268.593750 Penalty: 3917.795898
	Iteration 90Q: 3 clusters Score -363268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -363268.656250 Penalty: 3917.795898
	Iteration 91Q: 3 clusters Score -363268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -363268.625000 Penalty: 3917.795898
	Iteration 92Q: 3 clusters Score -363268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -363268.625000 Penalty: 3917.795898
	Iteration 93F: 3 clusters Score -363268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -380017.437500 Penalty: 1982.836060
	Iteration 0F: 2 clusters Score -380017.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -376785.406250 Penalty: 3965.672119
	Iteration 0F: 3 clusters Score -376785.4 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377444.218750 Penalty: 3965.672119
	Iteration 1F: 3 clusters Score -377444.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -377613.812500 Penalty: 3965.672119
	Iteration 2F: 3 clusters Score -377613.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -377702.750000 Penalty: 3965.672119
	Iteration 3Q: 3 clusters Score -377702.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377755.781250 Penalty: 3965.672119
	Iteration 4Q: 3 clusters Score -377755.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -377790.250000 Penalty: 3965.672119
	Iteration 5Q: 3 clusters Score -377790.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -377812.937500 Penalty: 3965.672119
	Iteration 6Q: 3 clusters Score -377812.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -377825.375000 Penalty: 3965.672119
	Iteration 7Q: 3 clusters Score -377825.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -377841.093750 Penalty: 3965.672119
	Iteration 8Q: 3 clusters Score -377841.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -377853.625000 Penalty: 3965.672119
	Iteration 9Q: 3 clusters Score -377853.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -377863.468750 Penalty: 3965.672119
	Iteration 10Q: 3 clusters Score -377863.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -377875.593750 Penalty: 3965.672119
	Iteration 11Q: 3 clusters Score -377875.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -377887.437500 Penalty: 3965.672119
	Iteration 12Q: 3 clusters Score -377887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -377896.937500 Penalty: 3965.672119
	Iteration 13Q: 3 clusters Score -377896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -377905.406250 Penalty: 3965.672119
	Iteration 14Q: 3 clusters Score -377905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -377910.375000 Penalty: 3965.672119
	Iteration 15Q: 3 clusters Score -377910.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -377914.343750 Penalty: 3965.672119
	Iteration 16Q: 3 clusters Score -377914.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -377919.281250 Penalty: 3965.672119
	Iteration 17Q: 3 clusters Score -377919.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -377925.750000 Penalty: 3965.672119
	Iteration 18Q: 3 clusters Score -377925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -377935.500000 Penalty: 3965.672119
	Iteration 19Q: 3 clusters Score -377935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -377940.312500 Penalty: 3965.672119
	Iteration 20F: 3 clusters Score -377940.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -377946.312500 Penalty: 3965.672119
	Iteration 21Q: 3 clusters Score -377946.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -377952.812500 Penalty: 3965.672119
	Iteration 22Q: 3 clusters Score -377952.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -377958.312500 Penalty: 3965.672119
	Iteration 23Q: 3 clusters Score -377958.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -377964.406250 Penalty: 3965.672119
	Iteration 24Q: 3 clusters Score -377964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -377969.125000 Penalty: 3965.672119
	Iteration 25Q: 3 clusters Score -377969.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -377975.500000 Penalty: 3965.672119
	Iteration 26Q: 3 clusters Score -377975.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -377979.343750 Penalty: 3965.672119
	Iteration 27Q: 3 clusters Score -377979.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -377983.125000 Penalty: 3965.672119
	Iteration 28Q: 3 clusters Score -377983.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -377989.125000 Penalty: 3965.672119
	Iteration 29Q: 3 clusters Score -377989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -377993.125000 Penalty: 3965.672119
	Iteration 30Q: 3 clusters Score -377993.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -377996.781250 Penalty: 3965.672119
	Iteration 31Q: 3 clusters Score -377996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -377999.281250 Penalty: 3965.672119
	Iteration 32Q: 3 clusters Score -377999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -378001.187500 Penalty: 3965.672119
	Iteration 33Q: 3 clusters Score -378001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378002.093750 Penalty: 3965.672119
	Iteration 34Q: 3 clusters Score -378002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -378004.906250 Penalty: 3965.672119
	Iteration 35Q: 3 clusters Score -378004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378007.375000 Penalty: 3965.672119
	Iteration 36Q: 3 clusters Score -378007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378008.812500 Penalty: 3965.672119
	Iteration 37Q: 3 clusters Score -378008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378011.656250 Penalty: 3965.672119
	Iteration 38Q: 3 clusters Score -378011.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -378016.750000 Penalty: 3965.672119
	Iteration 39Q: 3 clusters Score -378016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -378019.437500 Penalty: 3965.672119
	Iteration 40F: 3 clusters Score -378019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -378023.687500 Penalty: 3965.672119
	Iteration 41Q: 3 clusters Score -378023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -378024.906250 Penalty: 3965.672119
	Iteration 42Q: 3 clusters Score -378024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -378027.562500 Penalty: 3965.672119
	Iteration 43Q: 3 clusters Score -378027.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -378031.625000 Penalty: 3965.672119
	Iteration 44Q: 3 clusters Score -378031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -378036.375000 Penalty: 3965.672119
	Iteration 45Q: 3 clusters Score -378036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -378039.875000 Penalty: 3965.672119
	Iteration 46Q: 3 clusters Score -378039.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -378047.562500 Penalty: 3965.672119
	Iteration 47Q: 3 clusters Score -378047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378055.062500 Penalty: 3965.672119
	Iteration 48Q: 3 clusters Score -378055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -378061.500000 Penalty: 3965.672119
	Iteration 49Q: 3 clusters Score -378061.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -378068.437500 Penalty: 3965.672119
	Iteration 50Q: 3 clusters Score -378068.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -378076.343750 Penalty: 3965.672119
	Iteration 51Q: 3 clusters Score -378076.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -378085.625000 Penalty: 3965.672119
	Iteration 52Q: 3 clusters Score -378085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -378093.437500 Penalty: 3965.672119
	Iteration 53Q: 3 clusters Score -378093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -378100.968750 Penalty: 3965.672119
	Iteration 54Q: 3 clusters Score -378101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -378106.250000 Penalty: 3965.672119
	Iteration 55Q: 3 clusters Score -378106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -378112.312500 Penalty: 3965.672119
	Iteration 56Q: 3 clusters Score -378112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -378115.156250 Penalty: 3965.672119
	Iteration 57Q: 3 clusters Score -378115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -378119.250000 Penalty: 3965.672119
	Iteration 58Q: 3 clusters Score -378119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -378122.593750 Penalty: 3965.672119
	Iteration 59Q: 3 clusters Score -378122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -378124.593750 Penalty: 3965.672119
	Iteration 60F: 3 clusters Score -378124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -378128.781250 Penalty: 3965.672119
	Iteration 61Q: 3 clusters Score -378128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -378130.312500 Penalty: 3965.672119
	Iteration 62Q: 3 clusters Score -378130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -378131.187500 Penalty: 3965.672119
	Iteration 63Q: 3 clusters Score -378131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -378132.250000 Penalty: 3965.672119
	Iteration 64Q: 3 clusters Score -378132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -378132.875000 Penalty: 3965.672119
	Iteration 65Q: 3 clusters Score -378132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -378132.875000 Penalty: 3965.672119
	Iteration 66F: 3 clusters Score -378132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -245673.843750 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -245673.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -243175.234375 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -243175.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -243635.109375 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -243635.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -243726.015625 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -243726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -243782.984375 Penalty: 3730.036377
	Iteration 3Q: 3 clusters Score -243783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243816.781250 Penalty: 3730.036377
	Iteration 4Q: 3 clusters Score -243816.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243847.546875 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -243847.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -243869.578125 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -243869.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243889.937500 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -243889.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243902.593750 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -243902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -243913.984375 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -243914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243928.531250 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -243928.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -243940.937500 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -243940.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -243956.531250 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -243956.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243979.671875 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -243979.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -243993.609375 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -243993.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -244004.421875 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -244004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244010.906250 Penalty: 3730.036377
	Iteration 16Q: 3 clusters Score -244010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244013.859375 Penalty: 3730.036377
	Iteration 17Q: 3 clusters Score -244013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244018.828125 Penalty: 3730.036377
	Iteration 18Q: 3 clusters Score -244018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244021.937500 Penalty: 3730.036377
	Iteration 19Q: 3 clusters Score -244021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -244025.687500 Penalty: 3730.036377
	Iteration 20F: 3 clusters Score -244025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -244027.953125 Penalty: 3730.036377
	Iteration 21Q: 3 clusters Score -244028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -244030.703125 Penalty: 3730.036377
	Iteration 22Q: 3 clusters Score -244030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244033.750000 Penalty: 3730.036377
	Iteration 23Q: 3 clusters Score -244033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244034.640625 Penalty: 3730.036377
	Iteration 24Q: 3 clusters Score -244034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244034.640625 Penalty: 3730.036377
	Iteration 25F: 3 clusters Score -244034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -76128.679688 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -76128.68 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 317 members 
Entering Unmasked Estep 
Score: -74471.703125 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -74471.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74701.046875 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -74701.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74790.085938 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -74790.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74820.804688 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -74820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74857.687500 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -74857.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74883.398438 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -74883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74894.195312 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -74894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74904.421875 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -74904.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74913.406250 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -74913.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74920.015625 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -74920.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74926.789062 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -74926.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74936.359375 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -74936.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74947.007812 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -74947.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74952.312500 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -74952.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74953.093750 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -74953.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74953.093750 Penalty: 3209.516602
	Iteration 15F: 3 clusters Score -74953.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -2919588.250000 Penalty: 2474.357910
	Iteration 0F: 2 clusters Score -2919588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2904593.500000 Penalty: 4948.715820
	Iteration 0F: 3 clusters Score -2904594 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2909674.000000 Penalty: 4948.715820
	Iteration 1F: 3 clusters Score -2909674 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2910123.500000 Penalty: 4948.715820
	Iteration 2F: 3 clusters Score -2910124 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2910530.750000 Penalty: 4948.715820
	Iteration 3Q: 3 clusters Score -2910531 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2910889.250000 Penalty: 4948.715820
	Iteration 4Q: 3 clusters Score -2910889 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2911250.000000 Penalty: 4948.715820
	Iteration 5Q: 3 clusters Score -2911250 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2911623.000000 Penalty: 4948.715820
	Iteration 6Q: 3 clusters Score -2911623 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2912016.250000 Penalty: 4948.715820
	Iteration 7Q: 3 clusters Score -2912016 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2912414.000000 Penalty: 4948.715820
	Iteration 8Q: 3 clusters Score -2912414 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2912851.750000 Penalty: 4948.715820
	Iteration 9Q: 3 clusters Score -2912852 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2913393.500000 Penalty: 4948.715820
	Iteration 10Q: 3 clusters Score -2913394 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2913947.750000 Penalty: 4948.715820
	Iteration 11Q: 3 clusters Score -2913948 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2914573.500000 Penalty: 4948.715820
	Iteration 12Q: 3 clusters Score -2914574 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2915202.500000 Penalty: 4948.715820
	Iteration 13Q: 3 clusters Score -2915202 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2915774.750000 Penalty: 4948.715820
	Iteration 14Q: 3 clusters Score -2915775 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2916242.750000 Penalty: 4948.715820
	Iteration 15Q: 3 clusters Score -2916243 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2916511.250000 Penalty: 4948.715820
	Iteration 16Q: 3 clusters Score -2916511 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2916694.250000 Penalty: 4948.715820
	Iteration 17Q: 3 clusters Score -2916694 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2916820.250000 Penalty: 4948.715820
	Iteration 18Q: 3 clusters Score -2916820 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2916892.000000 Penalty: 4948.715820
	Iteration 19Q: 3 clusters Score -2916892 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2916963.000000 Penalty: 4948.715820
	Iteration 20F: 3 clusters Score -2916963 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2917028.500000 Penalty: 4948.715820
	Iteration 21Q: 3 clusters Score -2917028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2917053.750000 Penalty: 4948.715820
	Iteration 22Q: 3 clusters Score -2917054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2917084.000000 Penalty: 4948.715820
	Iteration 23Q: 3 clusters Score -2917084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2917106.500000 Penalty: 4948.715820
	Iteration 24Q: 3 clusters Score -2917106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2917114.250000 Penalty: 4948.715820
	Iteration 25Q: 3 clusters Score -2917114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2917136.000000 Penalty: 4948.715820
	Iteration 26Q: 3 clusters Score -2917136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2917139.500000 Penalty: 4948.715820
	Iteration 27Q: 3 clusters Score -2917140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2917152.250000 Penalty: 4948.715820
	Iteration 28Q: 3 clusters Score -2917152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2917168.250000 Penalty: 4948.715820
	Iteration 29Q: 3 clusters Score -2917168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2917170.000000 Penalty: 4948.715820
	Iteration 30Q: 3 clusters Score -2917170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2917168.750000 Penalty: 4948.715820
	Iteration 31Q: 3 clusters Score -2917169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2917178.500000 Penalty: 4948.715820
	Iteration 32Q: 3 clusters Score -2917178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2917183.500000 Penalty: 4948.715820
	Iteration 33Q: 3 clusters Score -2917184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2917178.250000 Penalty: 4948.715820
	Iteration 34Q: 3 clusters Score -2917178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2917182.000000 Penalty: 4948.715820
	Iteration 35Q: 3 clusters Score -2917182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2917194.500000 Penalty: 4948.715820
	Iteration 36Q: 3 clusters Score -2917194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2917201.250000 Penalty: 4948.715820
	Iteration 37Q: 3 clusters Score -2917201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2917202.000000 Penalty: 4948.715820
	Iteration 38Q: 3 clusters Score -2917202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2917211.500000 Penalty: 4948.715820
	Iteration 39Q: 3 clusters Score -2917212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2917214.250000 Penalty: 4948.715820
	Iteration 40F: 3 clusters Score -2917214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2917224.750000 Penalty: 4948.715820
	Iteration 41Q: 3 clusters Score -2917225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2917226.500000 Penalty: 4948.715820
	Iteration 42Q: 3 clusters Score -2917226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2917226.250000 Penalty: 4948.715820
	Iteration 43Q: 3 clusters Score -2917226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2917233.500000 Penalty: 4948.715820
	Iteration 44Q: 3 clusters Score -2917234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2917249.250000 Penalty: 4948.715820
	Iteration 45Q: 3 clusters Score -2917249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2917254.500000 Penalty: 4948.715820
	Iteration 46Q: 3 clusters Score -2917254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2917256.500000 Penalty: 4948.715820
	Iteration 47Q: 3 clusters Score -2917256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2917262.750000 Penalty: 4948.715820
	Iteration 48Q: 3 clusters Score -2917263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2917269.000000 Penalty: 4948.715820
	Iteration 49Q: 3 clusters Score -2917269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2917272.250000 Penalty: 4948.715820
	Iteration 50Q: 3 clusters Score -2917272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2917280.500000 Penalty: 4948.715820
	Iteration 51Q: 3 clusters Score -2917280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2917288.750000 Penalty: 4948.715820
	Iteration 52Q: 3 clusters Score -2917289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2917292.500000 Penalty: 4948.715820
	Iteration 53Q: 3 clusters Score -2917292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2917291.750000 Penalty: 4948.715820
	Iteration 54Q: 3 clusters Score -2917292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2917292.750000 Penalty: 4948.715820
	Iteration 55Q: 3 clusters Score -2917293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2917301.750000 Penalty: 4948.715820
	Iteration 56Q: 3 clusters Score -2917302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2917300.000000 Penalty: 4948.715820
	Iteration 57Q: 3 clusters Score -2917300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2917296.500000 Penalty: 4948.715820
	Iteration 58Q: 3 clusters Score -2917296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2917305.750000 Penalty: 4948.715820
	Iteration 59Q: 3 clusters Score -2917306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2917310.750000 Penalty: 4948.715820
	Iteration 60F: 3 clusters Score -2917311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2917307.750000 Penalty: 4948.715820
	Iteration 61Q: 3 clusters Score -2917308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2917315.750000 Penalty: 4948.715820
	Iteration 62Q: 3 clusters Score -2917316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2917321.000000 Penalty: 4948.715820
	Iteration 63Q: 3 clusters Score -2917321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2917313.750000 Penalty: 4948.715820
	Iteration 64Q: 3 clusters Score -2917314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2917317.250000 Penalty: 4948.715820
	Iteration 65Q: 3 clusters Score -2917317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2917319.500000 Penalty: 4948.715820
	Iteration 66Q: 3 clusters Score -2917320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2917318.750000 Penalty: 4948.715820
	Iteration 67Q: 3 clusters Score -2917319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2917322.750000 Penalty: 4948.715820
	Iteration 68Q: 3 clusters Score -2917323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2917321.250000 Penalty: 4948.715820
	Iteration 69Q: 3 clusters Score -2917321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2917318.500000 Penalty: 4948.715820
	Iteration 70Q: 3 clusters Score -2917318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2917322.750000 Penalty: 4948.715820
	Iteration 71Q: 3 clusters Score -2917323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2917323.750000 Penalty: 4948.715820
	Iteration 72Q: 3 clusters Score -2917324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2917323.750000 Penalty: 4948.715820
	Iteration 73Q: 3 clusters Score -2917324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2917326.750000 Penalty: 4948.715820
	Iteration 74Q: 3 clusters Score -2917327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2917325.750000 Penalty: 4948.715820
	Iteration 75Q: 3 clusters Score -2917326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2917325.750000 Penalty: 4948.715820
	Iteration 76Q: 3 clusters Score -2917326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2917322.750000 Penalty: 4948.715820
	Iteration 77Q: 3 clusters Score -2917323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2917327.250000 Penalty: 4948.715820
	Iteration 78Q: 3 clusters Score -2917327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2917326.000000 Penalty: 4948.715820
	Iteration 79Q: 3 clusters Score -2917326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2917324.250000 Penalty: 4948.715820
	Iteration 80F: 3 clusters Score -2917324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19158.955078 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19158.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19273.783203 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19273.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19312.787109 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -19312.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19365.011719 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -19365.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19405.529297 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19405.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19415.167969 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -19415.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19415.167969 Penalty: 2661.523926
	Iteration 6F: 3 clusters Score -19415.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (137141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Entering Unmasked Estep 
Score: -18358494.000000 Penalty: 2933.533691
	Iteration 0F: 2 clusters Score -1.835849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -18279638.000000 Penalty: 5867.067383
	Iteration 0F: 3 clusters Score -1.827964e+07 nChanged 65622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -18317426.000000 Penalty: 5867.067383
	Iteration 1F: 3 clusters Score -1.831743e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -18318418.000000 Penalty: 5867.067383
	Iteration 2Q: 3 clusters Score -1.831842e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -18319756.000000 Penalty: 5867.067383
	Iteration 3Q: 3 clusters Score -1.831976e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -18322216.000000 Penalty: 5867.067383
	Iteration 4Q: 3 clusters Score -1.832222e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -18326012.000000 Penalty: 5867.067383
	Iteration 5Q: 3 clusters Score -1.832601e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -18331478.000000 Penalty: 5867.067383
	Iteration 6F: 3 clusters Score -1.833148e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -18338898.000000 Penalty: 5867.067383
	Iteration 7F: 3 clusters Score -1.83389e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -18346912.000000 Penalty: 5867.067383
	Iteration 8F: 3 clusters Score -1.834691e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -18353634.000000 Penalty: 5867.067383
	Iteration 9F: 3 clusters Score -1.835363e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -18356938.000000 Penalty: 5867.067383
	Iteration 10F: 3 clusters Score -1.835694e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -18358290.000000 Penalty: 5867.067383
	Iteration 11Q: 3 clusters Score -1.835829e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -18359172.000000 Penalty: 5867.067383
	Iteration 12Q: 3 clusters Score -1.835917e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -18359796.000000 Penalty: 5867.067383
	Iteration 13Q: 3 clusters Score -1.83598e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -18360256.000000 Penalty: 5867.067383
	Iteration 14Q: 3 clusters Score -1.836026e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -18360484.000000 Penalty: 5867.067383
	Iteration 15Q: 3 clusters Score -1.836048e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -18360712.000000 Penalty: 5867.067383
	Iteration 16Q: 3 clusters Score -1.836071e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -18360914.000000 Penalty: 5867.067383
	Iteration 17Q: 3 clusters Score -1.836091e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -18361118.000000 Penalty: 5867.067383
	Iteration 18Q: 3 clusters Score -1.836112e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -18361228.000000 Penalty: 5867.067383
	Iteration 19Q: 3 clusters Score -1.836123e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -18361336.000000 Penalty: 5867.067383
	Iteration 20F: 3 clusters Score -1.836134e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -18361354.000000 Penalty: 5867.067383
	Iteration 21Q: 3 clusters Score -1.836135e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -18361406.000000 Penalty: 5867.067383
	Iteration 22Q: 3 clusters Score -1.836141e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -18361426.000000 Penalty: 5867.067383
	Iteration 23Q: 3 clusters Score -1.836143e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -18361418.000000 Penalty: 5867.067383
	Iteration 24Q: 3 clusters Score -1.836142e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -18361432.000000 Penalty: 5867.067383
	Iteration 25Q: 3 clusters Score -1.836143e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -18361466.000000 Penalty: 5867.067383
	Iteration 26Q: 3 clusters Score -1.836147e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -18361448.000000 Penalty: 5867.067383
	Iteration 27Q: 3 clusters Score -1.836145e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -18361464.000000 Penalty: 5867.067383
	Iteration 28Q: 3 clusters Score -1.836146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -18361450.000000 Penalty: 5867.067383
	Iteration 29Q: 3 clusters Score -1.836145e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -18361458.000000 Penalty: 5867.067383
	Iteration 30Q: 3 clusters Score -1.836146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -18361458.000000 Penalty: 5867.067383
	Iteration 31Q: 3 clusters Score -1.836146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -18361464.000000 Penalty: 5867.067383
	Iteration 32Q: 3 clusters Score -1.836146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -18361454.000000 Penalty: 5867.067383
	Iteration 33Q: 3 clusters Score -1.836145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -18361432.000000 Penalty: 5867.067383
	Iteration 34Q: 3 clusters Score -1.836143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -18361430.000000 Penalty: 5867.067383
	Iteration 35Q: 3 clusters Score -1.836143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -18361420.000000 Penalty: 5867.067383
	Iteration 36Q: 3 clusters Score -1.836142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -18361428.000000 Penalty: 5867.067383
	Iteration 37Q: 3 clusters Score -1.836143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -18361432.000000 Penalty: 5867.067383
	Iteration 38Q: 3 clusters Score -1.836143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -18361434.000000 Penalty: 5867.067383
	Iteration 39Q: 3 clusters Score -1.836143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -18361430.000000 Penalty: 5867.067383
	Iteration 40F: 3 clusters Score -1.836143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -18361424.000000 Penalty: 5867.067383
	Iteration 41Q: 3 clusters Score -1.836142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -18361432.000000 Penalty: 5867.067383
	Iteration 42Q: 3 clusters Score -1.836143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -18361426.000000 Penalty: 5867.067383
	Iteration 43Q: 3 clusters Score -1.836143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -18361426.000000 Penalty: 5867.067383
	Iteration 44F: 3 clusters Score -1.836143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 88285 members 
Mstep: Class 14 contains 57623 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47728 members 
Mstep: Class 18 contains 8574 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 142194 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 48856 members 
Entering Unmasked Estep 
Score: -62754348.000000 Penalty: 84298.257812
Splitting cluster 13 changes total score from -62751780.000000 to -62754348.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (57623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Entering Unmasked Estep 
Score: -7758807.000000 Penalty: 2718.496094
	Iteration 0F: 2 clusters Score -7758807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -7720104.000000 Penalty: 5436.992188
	Iteration 0F: 3 clusters Score -7720104 nChanged 26888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -7734781.500000 Penalty: 5436.992188
	Iteration 1F: 3 clusters Score -7734782 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -7735590.000000 Penalty: 5436.992188
	Iteration 2Q: 3 clusters Score -7735590 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -7736601.500000 Penalty: 5436.992188
	Iteration 3Q: 3 clusters Score -7736602 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -7738195.500000 Penalty: 5436.992188
	Iteration 4F: 3 clusters Score -7738196 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7740801.500000 Penalty: 5436.992188
	Iteration 5F: 3 clusters Score -7740802 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -7744308.500000 Penalty: 5436.992188
	Iteration 6F: 3 clusters Score -7744308 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -7748423.500000 Penalty: 5436.992188
	Iteration 7F: 3 clusters Score -7748424 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -7751947.000000 Penalty: 5436.992188
	Iteration 8F: 3 clusters Score -7751947 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -7754493.000000 Penalty: 5436.992188
	Iteration 9Q: 3 clusters Score -7754493 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7755934.000000 Penalty: 5436.992188
	Iteration 10Q: 3 clusters Score -7755934 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -7756665.000000 Penalty: 5436.992188
	Iteration 11Q: 3 clusters Score -7756665 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7757028.000000 Penalty: 5436.992188
	Iteration 12Q: 3 clusters Score -7757028 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -7757195.500000 Penalty: 5436.992188
	Iteration 13Q: 3 clusters Score -7757196 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -7757268.500000 Penalty: 5436.992188
	Iteration 14Q: 3 clusters Score -7757268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7757334.500000 Penalty: 5436.992188
	Iteration 15Q: 3 clusters Score -7757334 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -7757381.000000 Penalty: 5436.992188
	Iteration 16Q: 3 clusters Score -7757381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7757391.500000 Penalty: 5436.992188
	Iteration 17Q: 3 clusters Score -7757392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7757418.500000 Penalty: 5436.992188
	Iteration 18Q: 3 clusters Score -7757418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7757452.500000 Penalty: 5436.992188
	Iteration 19Q: 3 clusters Score -7757452 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7757466.500000 Penalty: 5436.992188
	Iteration 20F: 3 clusters Score -7757466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -7757492.000000 Penalty: 5436.992188
	Iteration 21Q: 3 clusters Score -7757492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7757487.500000 Penalty: 5436.992188
	Iteration 22Q: 3 clusters Score -7757488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7757491.500000 Penalty: 5436.992188
	Iteration 23Q: 3 clusters Score -7757492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7757497.500000 Penalty: 5436.992188
	Iteration 24Q: 3 clusters Score -7757498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7757504.500000 Penalty: 5436.992188
	Iteration 25Q: 3 clusters Score -7757504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7757507.500000 Penalty: 5436.992188
	Iteration 26Q: 3 clusters Score -7757508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7757522.500000 Penalty: 5436.992188
	Iteration 27Q: 3 clusters Score -7757522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7757530.000000 Penalty: 5436.992188
	Iteration 28Q: 3 clusters Score -7757530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -7757518.500000 Penalty: 5436.992188
	Iteration 29Q: 3 clusters Score -7757518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7757523.500000 Penalty: 5436.992188
	Iteration 30Q: 3 clusters Score -7757524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7757532.000000 Penalty: 5436.992188
	Iteration 31Q: 3 clusters Score -7757532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7757532.000000 Penalty: 5436.992188
	Iteration 32Q: 3 clusters Score -7757532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7757562.500000 Penalty: 5436.992188
	Iteration 33Q: 3 clusters Score -7757562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -7757564.000000 Penalty: 5436.992188
	Iteration 34Q: 3 clusters Score -7757564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7757569.000000 Penalty: 5436.992188
	Iteration 35Q: 3 clusters Score -7757569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7757592.500000 Penalty: 5436.992188
	Iteration 36Q: 3 clusters Score -7757592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7757593.500000 Penalty: 5436.992188
	Iteration 37Q: 3 clusters Score -7757594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -7757589.000000 Penalty: 5436.992188
	Iteration 38Q: 3 clusters Score -7757589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7757591.500000 Penalty: 5436.992188
	Iteration 39Q: 3 clusters Score -7757592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7757598.500000 Penalty: 5436.992188
	Iteration 40F: 3 clusters Score -7757598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7757595.500000 Penalty: 5436.992188
	Iteration 41Q: 3 clusters Score -7757596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7757600.000000 Penalty: 5436.992188
	Iteration 42Q: 3 clusters Score -7757600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -7757601.000000 Penalty: 5436.992188
	Iteration 43Q: 3 clusters Score -7757601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7757597.000000 Penalty: 5436.992188
	Iteration 44Q: 3 clusters Score -7757597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7757603.000000 Penalty: 5436.992188
	Iteration 45Q: 3 clusters Score -7757603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7757609.500000 Penalty: 5436.992188
	Iteration 46Q: 3 clusters Score -7757610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -7757607.500000 Penalty: 5436.992188
	Iteration 47Q: 3 clusters Score -7757608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7757614.000000 Penalty: 5436.992188
	Iteration 48Q: 3 clusters Score -7757614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7757625.000000 Penalty: 5436.992188
	Iteration 49Q: 3 clusters Score -7757625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7757627.500000 Penalty: 5436.992188
	Iteration 50Q: 3 clusters Score -7757628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7757629.000000 Penalty: 5436.992188
	Iteration 51Q: 3 clusters Score -7757629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7757635.500000 Penalty: 5436.992188
	Iteration 52Q: 3 clusters Score -7757636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7757628.000000 Penalty: 5436.992188
	Iteration 53Q: 3 clusters Score -7757628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7757622.500000 Penalty: 5436.992188
	Iteration 54Q: 3 clusters Score -7757622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7757628.000000 Penalty: 5436.992188
	Iteration 55Q: 3 clusters Score -7757628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7757623.500000 Penalty: 5436.992188
	Iteration 56Q: 3 clusters Score -7757624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -7757630.000000 Penalty: 5436.992188
	Iteration 57Q: 3 clusters Score -7757630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7757653.000000 Penalty: 5436.992188
	Iteration 58Q: 3 clusters Score -7757653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7757649.000000 Penalty: 5436.992188
	Iteration 59Q: 3 clusters Score -7757649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7757654.000000 Penalty: 5436.992188
	Iteration 60F: 3 clusters Score -7757654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7757651.000000 Penalty: 5436.992188
	Iteration 61Q: 3 clusters Score -7757651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7757655.000000 Penalty: 5436.992188
	Iteration 62Q: 3 clusters Score -7757655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7757660.000000 Penalty: 5436.992188
	Iteration 63Q: 3 clusters Score -7757660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7757663.500000 Penalty: 5436.992188
	Iteration 64Q: 3 clusters Score -7757664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -7757671.500000 Penalty: 5436.992188
	Iteration 65Q: 3 clusters Score -7757672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7757674.500000 Penalty: 5436.992188
	Iteration 66Q: 3 clusters Score -7757674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7757679.500000 Penalty: 5436.992188
	Iteration 67Q: 3 clusters Score -7757680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7757688.500000 Penalty: 5436.992188
	Iteration 68Q: 3 clusters Score -7757688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7757698.000000 Penalty: 5436.992188
	Iteration 69Q: 3 clusters Score -7757698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7757697.500000 Penalty: 5436.992188
	Iteration 70Q: 3 clusters Score -7757698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7757689.500000 Penalty: 5436.992188
	Iteration 71Q: 3 clusters Score -7757690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7757691.000000 Penalty: 5436.992188
	Iteration 72Q: 3 clusters Score -7757691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7757702.500000 Penalty: 5436.992188
	Iteration 73Q: 3 clusters Score -7757702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7757701.000000 Penalty: 5436.992188
	Iteration 74Q: 3 clusters Score -7757701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7757708.500000 Penalty: 5436.992188
	Iteration 75Q: 3 clusters Score -7757708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7757715.000000 Penalty: 5436.992188
	Iteration 76Q: 3 clusters Score -7757715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7757708.500000 Penalty: 5436.992188
	Iteration 77Q: 3 clusters Score -7757708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -7757722.500000 Penalty: 5436.992188
	Iteration 78Q: 3 clusters Score -7757722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7757722.500000 Penalty: 5436.992188
	Iteration 79Q: 3 clusters Score -7757722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7757739.500000 Penalty: 5436.992188
	Iteration 80F: 3 clusters Score -7757740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7757746.500000 Penalty: 5436.992188
	Iteration 81Q: 3 clusters Score -7757746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7757747.000000 Penalty: 5436.992188
	Iteration 82Q: 3 clusters Score -7757747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7757760.000000 Penalty: 5436.992188
	Iteration 83Q: 3 clusters Score -7757760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7757752.500000 Penalty: 5436.992188
	Iteration 84Q: 3 clusters Score -7757752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7757767.000000 Penalty: 5436.992188
	Iteration 85Q: 3 clusters Score -7757767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7757763.500000 Penalty: 5436.992188
	Iteration 86Q: 3 clusters Score -7757764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7757765.500000 Penalty: 5436.992188
	Iteration 87Q: 3 clusters Score -7757766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7757764.500000 Penalty: 5436.992188
	Iteration 88Q: 3 clusters Score -7757764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7757771.500000 Penalty: 5436.992188
	Iteration 89Q: 3 clusters Score -7757772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7757761.000000 Penalty: 5436.992188
	Iteration 90Q: 3 clusters Score -7757761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7757758.000000 Penalty: 5436.992188
	Iteration 91Q: 3 clusters Score -7757758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7757757.500000 Penalty: 5436.992188
	Iteration 92Q: 3 clusters Score -7757758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7757759.000000 Penalty: 5436.992188
	Iteration 93Q: 3 clusters Score -7757759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7757759.500000 Penalty: 5436.992188
	Iteration 94Q: 3 clusters Score -7757760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7757751.500000 Penalty: 5436.992188
	Iteration 95Q: 3 clusters Score -7757752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7757751.500000 Penalty: 5436.992188
	Iteration 96Q: 3 clusters Score -7757752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7757757.000000 Penalty: 5436.992188
	Iteration 97Q: 3 clusters Score -7757757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7757755.000000 Penalty: 5436.992188
	Iteration 98Q: 3 clusters Score -7757755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7757757.000000 Penalty: 5436.992188
	Iteration 99Q: 3 clusters Score -7757757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7757756.000000 Penalty: 5436.992188
	Iteration 100F: 3 clusters Score -7757756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7757759.000000 Penalty: 5436.992188
	Iteration 101Q: 3 clusters Score -7757759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7757755.500000 Penalty: 5436.992188
	Iteration 102Q: 3 clusters Score -7757756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7757764.500000 Penalty: 5436.992188
	Iteration 103Q: 3 clusters Score -7757764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7757762.000000 Penalty: 5436.992188
	Iteration 104Q: 3 clusters Score -7757762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7757758.000000 Penalty: 5436.992188
	Iteration 105Q: 3 clusters Score -7757758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7757765.000000 Penalty: 5436.992188
	Iteration 106Q: 3 clusters Score -7757765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7757761.500000 Penalty: 5436.992188
	Iteration 107Q: 3 clusters Score -7757762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7757761.500000 Penalty: 5436.992188
	Iteration 108F: 3 clusters Score -7757762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -382890.687500 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -382890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -379758.687500 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -379758.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -380363.781250 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -380363.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -380514.156250 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -380514.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -380593.718750 Penalty: 3947.627686
	Iteration 3Q: 3 clusters Score -380593.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -380646.906250 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -380646.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -380679.656250 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -380679.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -380704.781250 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -380704.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -380725.656250 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -380725.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -380741.343750 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -380741.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -380762.593750 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -380762.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -380779.812500 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -380779.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -380795.656250 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -380795.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -380812.968750 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -380813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -380828.312500 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -380828.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -380838.156250 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -380838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -380845.062500 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -380845.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -380849.500000 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -380849.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -380855.093750 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -380855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -380858.843750 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -380858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -380860.281250 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -380860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -380861.593750 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -380861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380861.718750 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -380861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380864.375000 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -380864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -380867.781250 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -380867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -380868.500000 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -380868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -380869.687500 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -380869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380871.031250 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -380871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -380872.031250 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -380872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -380872.312500 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -380872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -380872.312500 Penalty: 3947.627686
	Iteration 29F: 3 clusters Score -380872.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -110221.218750 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -110221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108423.812500 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -108423.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -108832.257812 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -108832.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109058.398438 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -109058.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109178.687500 Penalty: 3388.648926
	Iteration 3F: 3 clusters Score -109178.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -109293.398438 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -109293.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -109420.351562 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -109420.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -109540.187500 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -109540.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109654.039062 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -109654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109734.710938 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -109734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109797.117188 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -109797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109808.140625 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -109808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109818.835938 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -109818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109823.578125 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -109823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109824.437500 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -109824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109827.515625 Penalty: 3388.648926
	Iteration 14F: 3 clusters Score -109827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109862.296875 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -109862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109873.992188 Penalty: 3388.648926
	Iteration 16Q: 3 clusters Score -109874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109880.304688 Penalty: 3388.648926
	Iteration 17Q: 3 clusters Score -109880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109880.304688 Penalty: 3388.648926
	Iteration 18F: 3 clusters Score -109880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Entering Unmasked Estep 
Score: -6255812.000000 Penalty: 2671.771729
	Iteration 0F: 2 clusters Score -6255812 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 24029 members 
Entering Unmasked Estep 
Score: -6223801.500000 Penalty: 5343.543457
	Iteration 0F: 3 clusters Score -6223802 nChanged 21881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6235677.000000 Penalty: 5343.543457
	Iteration 1F: 3 clusters Score -6235677 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -6236237.000000 Penalty: 5343.543457
	Iteration 2Q: 3 clusters Score -6236237 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -6236810.500000 Penalty: 5343.543457
	Iteration 3Q: 3 clusters Score -6236810 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -6237449.000000 Penalty: 5343.543457
	Iteration 4Q: 3 clusters Score -6237449 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -6238366.000000 Penalty: 5343.543457
	Iteration 5Q: 3 clusters Score -6238366 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -6239939.000000 Penalty: 5343.543457
	Iteration 6F: 3 clusters Score -6239939 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -6242333.000000 Penalty: 5343.543457
	Iteration 7F: 3 clusters Score -6242333 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -6245665.500000 Penalty: 5343.543457
	Iteration 8F: 3 clusters Score -6245666 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -6249134.500000 Penalty: 5343.543457
	Iteration 9F: 3 clusters Score -6249134 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6251527.000000 Penalty: 5343.543457
	Iteration 10F: 3 clusters Score -6251527 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6252704.500000 Penalty: 5343.543457
	Iteration 11Q: 3 clusters Score -6252704 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6253111.000000 Penalty: 5343.543457
	Iteration 12Q: 3 clusters Score -6253111 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -6253253.000000 Penalty: 5343.543457
	Iteration 13Q: 3 clusters Score -6253253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6253322.500000 Penalty: 5343.543457
	Iteration 14Q: 3 clusters Score -6253322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6253354.000000 Penalty: 5343.543457
	Iteration 15Q: 3 clusters Score -6253354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -6253364.500000 Penalty: 5343.543457
	Iteration 16Q: 3 clusters Score -6253364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6253389.000000 Penalty: 5343.543457
	Iteration 17Q: 3 clusters Score -6253389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6253409.000000 Penalty: 5343.543457
	Iteration 18Q: 3 clusters Score -6253409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -6253418.000000 Penalty: 5343.543457
	Iteration 19Q: 3 clusters Score -6253418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6253420.500000 Penalty: 5343.543457
	Iteration 20F: 3 clusters Score -6253420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6253423.500000 Penalty: 5343.543457
	Iteration 21Q: 3 clusters Score -6253424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6253431.500000 Penalty: 5343.543457
	Iteration 22Q: 3 clusters Score -6253432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6253432.000000 Penalty: 5343.543457
	Iteration 23Q: 3 clusters Score -6253432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6253432.000000 Penalty: 5343.543457
	Iteration 24F: 3 clusters Score -6253432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Entering Unmasked Estep 
Score: -1160266.125000 Penalty: 2246.009521
	Iteration 0F: 2 clusters Score -1160266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1153498.500000 Penalty: 4492.019043
	Iteration 0F: 3 clusters Score -1153498 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1155460.500000 Penalty: 4492.019043
	Iteration 1F: 3 clusters Score -1155460 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1155809.250000 Penalty: 4492.019043
	Iteration 2F: 3 clusters Score -1155809 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1156192.500000 Penalty: 4492.019043
	Iteration 3F: 3 clusters Score -1156192 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1156638.500000 Penalty: 4492.019043
	Iteration 4F: 3 clusters Score -1156638 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1157084.625000 Penalty: 4492.019043
	Iteration 5F: 3 clusters Score -1157085 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1157592.250000 Penalty: 4492.019043
	Iteration 6F: 3 clusters Score -1157592 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1158081.500000 Penalty: 4492.019043
	Iteration 7F: 3 clusters Score -1158082 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1158453.250000 Penalty: 4492.019043
	Iteration 8F: 3 clusters Score -1158453 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1158708.750000 Penalty: 4492.019043
	Iteration 9Q: 3 clusters Score -1158709 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1158906.875000 Penalty: 4492.019043
	Iteration 10Q: 3 clusters Score -1158907 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1159034.500000 Penalty: 4492.019043
	Iteration 11Q: 3 clusters Score -1159034 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1159129.750000 Penalty: 4492.019043
	Iteration 12Q: 3 clusters Score -1159130 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1159211.625000 Penalty: 4492.019043
	Iteration 13Q: 3 clusters Score -1159212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1159267.375000 Penalty: 4492.019043
	Iteration 14Q: 3 clusters Score -1159267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1159299.375000 Penalty: 4492.019043
	Iteration 15Q: 3 clusters Score -1159299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1159322.000000 Penalty: 4492.019043
	Iteration 16Q: 3 clusters Score -1159322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1159337.500000 Penalty: 4492.019043
	Iteration 17Q: 3 clusters Score -1159338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1159346.375000 Penalty: 4492.019043
	Iteration 18Q: 3 clusters Score -1159346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1159349.625000 Penalty: 4492.019043
	Iteration 19Q: 3 clusters Score -1159350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1159351.250000 Penalty: 4492.019043
	Iteration 20F: 3 clusters Score -1159351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1159350.500000 Penalty: 4492.019043
	Iteration 21Q: 3 clusters Score -1159350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1159352.500000 Penalty: 4492.019043
	Iteration 22Q: 3 clusters Score -1159352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1159352.750000 Penalty: 4492.019043
	Iteration 23Q: 3 clusters Score -1159353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1159352.875000 Penalty: 4492.019043
	Iteration 24Q: 3 clusters Score -1159353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1159353.125000 Penalty: 4492.019043
	Iteration 25Q: 3 clusters Score -1159353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1159353.125000 Penalty: 4492.019043
	Iteration 26F: 3 clusters Score -1159353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -11238.209961 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -11238.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10401.375000 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -10401.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10476.331055 Penalty: 2378.712158
	Iteration 1F: 3 clusters Score -10476.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10498.502930 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -10498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10498.502930 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -10498.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -815932.375000 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -815932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -810653.500000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -810653.5 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -811918.687500 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -811918.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -812179.750000 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -812179.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -812406.125000 Penalty: 4334.889648
	Iteration 3F: 3 clusters Score -812406.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -812688.562500 Penalty: 4334.889648
	Iteration 4F: 3 clusters Score -812688.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -813081.062500 Penalty: 4334.889648
	Iteration 5F: 3 clusters Score -813081.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -813547.250000 Penalty: 4334.889648
	Iteration 6F: 3 clusters Score -813547.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -814023.062500 Penalty: 4334.889648
	Iteration 7F: 3 clusters Score -814023.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -814373.812500 Penalty: 4334.889648
	Iteration 8F: 3 clusters Score -814373.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -814579.562500 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -814579.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -814729.250000 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -814729.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -814821.625000 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -814821.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -814894.125000 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -814894.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -814948.625000 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -814948.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -814986.750000 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -814986.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -815010.687500 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -815010.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -815028.875000 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -815028.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -815044.812500 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -815044.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -815059.937500 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -815059.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -815075.375000 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -815075.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -815091.687500 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -815091.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -815106.187500 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -815106.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -815123.312500 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -815123.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -815135.812500 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -815135.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -815154.625000 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -815154.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -815163.437500 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -815163.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -815177.625000 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -815177.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -815191.937500 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -815191.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -815199.875000 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -815199.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -815207.937500 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -815207.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -815213.062500 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -815213.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -815220.812500 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -815220.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -815229.375000 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -815229.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -815236.750000 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -815236.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -815243.062500 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -815243.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -815250.875000 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -815250.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -815253.437500 Penalty: 4334.889648
	Iteration 36Q: 3 clusters Score -815253.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -815257.062500 Penalty: 4334.889648
	Iteration 37Q: 3 clusters Score -815257.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -815262.625000 Penalty: 4334.889648
	Iteration 38Q: 3 clusters Score -815262.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -815269.312500 Penalty: 4334.889648
	Iteration 39Q: 3 clusters Score -815269.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -815270.187500 Penalty: 4334.889648
	Iteration 40F: 3 clusters Score -815270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -815274.875000 Penalty: 4334.889648
	Iteration 41Q: 3 clusters Score -815274.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -815281.312500 Penalty: 4334.889648
	Iteration 42Q: 3 clusters Score -815281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -815283.375000 Penalty: 4334.889648
	Iteration 43Q: 3 clusters Score -815283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -815284.187500 Penalty: 4334.889648
	Iteration 44Q: 3 clusters Score -815284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -815286.625000 Penalty: 4334.889648
	Iteration 45Q: 3 clusters Score -815286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -815289.187500 Penalty: 4334.889648
	Iteration 46Q: 3 clusters Score -815289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -815288.937500 Penalty: 4334.889648
	Iteration 47Q: 3 clusters Score -815288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -815289.500000 Penalty: 4334.889648
	Iteration 48Q: 3 clusters Score -815289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -815291.062500 Penalty: 4334.889648
	Iteration 49Q: 3 clusters Score -815291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -815292.000000 Penalty: 4334.889648
	Iteration 50Q: 3 clusters Score -815292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -815292.625000 Penalty: 4334.889648
	Iteration 51Q: 3 clusters Score -815292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -815293.187500 Penalty: 4334.889648
	Iteration 52Q: 3 clusters Score -815293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -815292.437500 Penalty: 4334.889648
	Iteration 53Q: 3 clusters Score -815292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -815294.562500 Penalty: 4334.889648
	Iteration 54Q: 3 clusters Score -815294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -815294.562500 Penalty: 4334.889648
	Iteration 55Q: 3 clusters Score -815294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -815294.562500 Penalty: 4334.889648
	Iteration 56F: 3 clusters Score -815294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -157050.484375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -157050.5 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 576 members 
Entering Unmasked Estep 
Score: -154942.703125 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -154942.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155229.390625 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -155229.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155331.078125 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -155331.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155371.312500 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -155371.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155385.750000 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -155385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155392.593750 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -155392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155394.531250 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -155394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155397.953125 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -155398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155401.125000 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -155401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155403.406250 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -155403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155406.421875 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -155406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155412.203125 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -155412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155417.812500 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -155417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155420.250000 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -155420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155424.468750 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -155424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155425.468750 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -155425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155427.109375 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -155427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155427.406250 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -155427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155428.015625 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -155428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155428.015625 Penalty: 3508.341797
	Iteration 19F: 3 clusters Score -155428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -252361.093750 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -252361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -249782.125000 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -249782.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250181.968750 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -250182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250298.031250 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -250298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -250363.875000 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -250363.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -250398.609375 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -250398.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -250429.609375 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -250429.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250465.546875 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -250465.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250489.171875 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -250489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250500.031250 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -250500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250507.921875 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -250507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -250515.718750 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -250515.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250525.359375 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -250525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -250532.656250 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -250532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250536.546875 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -250536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250537.296875 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -250537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250538.515625 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -250538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -250539.203125 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -250539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250539.437500 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -250539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250541.203125 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -250541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250544.453125 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -250544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250546.593750 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -250546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250548.578125 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -250548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250551.000000 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -250551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250554.593750 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -250554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250558.343750 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -250558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250560.843750 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -250560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250564.937500 Penalty: 3738.829346
	Iteration 26Q: 3 clusters Score -250564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250566.609375 Penalty: 3738.829346
	Iteration 27Q: 3 clusters Score -250566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -250568.718750 Penalty: 3738.829346
	Iteration 28Q: 3 clusters Score -250568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250571.828125 Penalty: 3738.829346
	Iteration 29Q: 3 clusters Score -250571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250573.578125 Penalty: 3738.829346
	Iteration 30Q: 3 clusters Score -250573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250576.718750 Penalty: 3738.829346
	Iteration 31Q: 3 clusters Score -250576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250581.937500 Penalty: 3738.829346
	Iteration 32Q: 3 clusters Score -250581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250584.453125 Penalty: 3738.829346
	Iteration 33Q: 3 clusters Score -250584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -250586.468750 Penalty: 3738.829346
	Iteration 34Q: 3 clusters Score -250586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -250586.468750 Penalty: 3738.829346
	Iteration 35F: 3 clusters Score -250586.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (142194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142194 members 
Entering Unmasked Estep 
Score: -19099122.000000 Penalty: 2942.506836
	Iteration 0F: 2 clusters Score -1.909912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -19015280.000000 Penalty: 5885.013672
	Iteration 0F: 3 clusters Score -1.901528e+07 nChanged 67938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -19053816.000000 Penalty: 5885.013672
	Iteration 1F: 3 clusters Score -1.905382e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -19054736.000000 Penalty: 5885.013672
	Iteration 2Q: 3 clusters Score -1.905474e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -19055710.000000 Penalty: 5885.013672
	Iteration 3Q: 3 clusters Score -1.905571e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -19057516.000000 Penalty: 5885.013672
	Iteration 4Q: 3 clusters Score -1.905752e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -19060562.000000 Penalty: 5885.013672
	Iteration 5Q: 3 clusters Score -1.906056e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -19065892.000000 Penalty: 5885.013672
	Iteration 6F: 3 clusters Score -1.906589e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -19073828.000000 Penalty: 5885.013672
	Iteration 7F: 3 clusters Score -1.907383e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -19081712.000000 Penalty: 5885.013672
	Iteration 8F: 3 clusters Score -1.908171e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -19087208.000000 Penalty: 5885.013672
	Iteration 9F: 3 clusters Score -1.908721e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -19090742.000000 Penalty: 5885.013672
	Iteration 10Q: 3 clusters Score -1.909074e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -19092662.000000 Penalty: 5885.013672
	Iteration 11Q: 3 clusters Score -1.909266e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133307 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -19093808.000000 Penalty: 5885.013672
	Iteration 12Q: 3 clusters Score -1.909381e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -19094586.000000 Penalty: 5885.013672
	Iteration 13Q: 3 clusters Score -1.909459e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135620 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -19095136.000000 Penalty: 5885.013672
	Iteration 14Q: 3 clusters Score -1.909514e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -19095500.000000 Penalty: 5885.013672
	Iteration 15Q: 3 clusters Score -1.90955e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -19095636.000000 Penalty: 5885.013672
	Iteration 16Q: 3 clusters Score -1.909564e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137184 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -19095856.000000 Penalty: 5885.013672
	Iteration 17Q: 3 clusters Score -1.909586e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -19096094.000000 Penalty: 5885.013672
	Iteration 18Q: 3 clusters Score -1.909609e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137762 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -19096222.000000 Penalty: 5885.013672
	Iteration 19Q: 3 clusters Score -1.909622e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -19096368.000000 Penalty: 5885.013672
	Iteration 20F: 3 clusters Score -1.909637e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19096448.000000 Penalty: 5885.013672
	Iteration 21Q: 3 clusters Score -1.909645e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -19096526.000000 Penalty: 5885.013672
	Iteration 22Q: 3 clusters Score -1.909653e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138467 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -19096628.000000 Penalty: 5885.013672
	Iteration 23Q: 3 clusters Score -1.909663e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -19096710.000000 Penalty: 5885.013672
	Iteration 24Q: 3 clusters Score -1.909671e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138691 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19096718.000000 Penalty: 5885.013672
	Iteration 25Q: 3 clusters Score -1.909672e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -19096726.000000 Penalty: 5885.013672
	Iteration 26Q: 3 clusters Score -1.909673e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -19096774.000000 Penalty: 5885.013672
	Iteration 27Q: 3 clusters Score -1.909677e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138933 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -19096770.000000 Penalty: 5885.013672
	Iteration 28Q: 3 clusters Score -1.909677e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -19096756.000000 Penalty: 5885.013672
	Iteration 29Q: 3 clusters Score -1.909676e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139032 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -19096784.000000 Penalty: 5885.013672
	Iteration 30Q: 3 clusters Score -1.909678e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -19096816.000000 Penalty: 5885.013672
	Iteration 31Q: 3 clusters Score -1.909682e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19096798.000000 Penalty: 5885.013672
	Iteration 32Q: 3 clusters Score -1.90968e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139144 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -19096802.000000 Penalty: 5885.013672
	Iteration 33Q: 3 clusters Score -1.90968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139195 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -19096804.000000 Penalty: 5885.013672
	Iteration 34Q: 3 clusters Score -1.90968e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -19096788.000000 Penalty: 5885.013672
	Iteration 35Q: 3 clusters Score -1.909679e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139289 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -19096826.000000 Penalty: 5885.013672
	Iteration 36Q: 3 clusters Score -1.909683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -19096838.000000 Penalty: 5885.013672
	Iteration 37Q: 3 clusters Score -1.909684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -19096834.000000 Penalty: 5885.013672
	Iteration 38Q: 3 clusters Score -1.909683e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -19096850.000000 Penalty: 5885.013672
	Iteration 39Q: 3 clusters Score -1.909685e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19096852.000000 Penalty: 5885.013672
	Iteration 40F: 3 clusters Score -1.909685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139442 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -19096848.000000 Penalty: 5885.013672
	Iteration 41Q: 3 clusters Score -1.909685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139467 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19096858.000000 Penalty: 5885.013672
	Iteration 42Q: 3 clusters Score -1.909686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19096884.000000 Penalty: 5885.013672
	Iteration 43Q: 3 clusters Score -1.909688e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19096912.000000 Penalty: 5885.013672
	Iteration 44Q: 3 clusters Score -1.909691e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19096924.000000 Penalty: 5885.013672
	Iteration 45Q: 3 clusters Score -1.909692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139582 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -19096926.000000 Penalty: 5885.013672
	Iteration 46Q: 3 clusters Score -1.909693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19096922.000000 Penalty: 5885.013672
	Iteration 47Q: 3 clusters Score -1.909692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19096922.000000 Penalty: 5885.013672
	Iteration 48Q: 3 clusters Score -1.909692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139639 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -19096934.000000 Penalty: 5885.013672
	Iteration 49Q: 3 clusters Score -1.909693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -19096938.000000 Penalty: 5885.013672
	Iteration 50Q: 3 clusters Score -1.909694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -19096956.000000 Penalty: 5885.013672
	Iteration 51Q: 3 clusters Score -1.909696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19096950.000000 Penalty: 5885.013672
	Iteration 52Q: 3 clusters Score -1.909695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139685 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19096952.000000 Penalty: 5885.013672
	Iteration 53Q: 3 clusters Score -1.909695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139693 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -19096946.000000 Penalty: 5885.013672
	Iteration 54Q: 3 clusters Score -1.909695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139702 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -19096950.000000 Penalty: 5885.013672
	Iteration 55Q: 3 clusters Score -1.909695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -19096952.000000 Penalty: 5885.013672
	Iteration 56Q: 3 clusters Score -1.909695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -19096958.000000 Penalty: 5885.013672
	Iteration 57Q: 3 clusters Score -1.909696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139724 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -19096946.000000 Penalty: 5885.013672
	Iteration 58Q: 3 clusters Score -1.909695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19096962.000000 Penalty: 5885.013672
	Iteration 59Q: 3 clusters Score -1.909696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -19096950.000000 Penalty: 5885.013672
	Iteration 60F: 3 clusters Score -1.909695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19096972.000000 Penalty: 5885.013672
	Iteration 61Q: 3 clusters Score -1.909697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139735 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -19096962.000000 Penalty: 5885.013672
	Iteration 62Q: 3 clusters Score -1.909696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139736 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19096950.000000 Penalty: 5885.013672
	Iteration 63Q: 3 clusters Score -1.909695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -19096966.000000 Penalty: 5885.013672
	Iteration 64Q: 3 clusters Score -1.909697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -19096962.000000 Penalty: 5885.013672
	Iteration 65Q: 3 clusters Score -1.909696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139747 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -19096960.000000 Penalty: 5885.013672
	Iteration 66Q: 3 clusters Score -1.909696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -19096976.000000 Penalty: 5885.013672
	Iteration 67Q: 3 clusters Score -1.909698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139757 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19096972.000000 Penalty: 5885.013672
	Iteration 68Q: 3 clusters Score -1.909697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139764 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -19096970.000000 Penalty: 5885.013672
	Iteration 69Q: 3 clusters Score -1.909697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -19096982.000000 Penalty: 5885.013672
	Iteration 70Q: 3 clusters Score -1.909698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139781 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19096996.000000 Penalty: 5885.013672
	Iteration 71Q: 3 clusters Score -1.9097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19096992.000000 Penalty: 5885.013672
	Iteration 72Q: 3 clusters Score -1.909699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19097006.000000 Penalty: 5885.013672
	Iteration 73Q: 3 clusters Score -1.909701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19096998.000000 Penalty: 5885.013672
	Iteration 74Q: 3 clusters Score -1.9097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19096992.000000 Penalty: 5885.013672
	Iteration 75Q: 3 clusters Score -1.909699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19096992.000000 Penalty: 5885.013672
	Iteration 76F: 3 clusters Score -1.909699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37982.054688 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -37982.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38225.140625 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38225.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38486.640625 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -38486.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38844.726562 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -38844.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39046.078125 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -39046.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39085.421875 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -39085.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39104.425781 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -39104.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39119.628906 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -39119.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39130.617188 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -39130.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39130.617188 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -39130.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -25609.193359 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -25609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24508.042969 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -24508.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24616.888672 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -24616.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24657.140625 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -24657.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24679.101562 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -24679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24704.095703 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -24704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24732.392578 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -24732.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24738.189453 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -24738.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24745.566406 Penalty: 2728.624268
	Iteration 7Q: 3 clusters Score -24745.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24750.142578 Penalty: 2728.624268
	Iteration 8Q: 3 clusters Score -24750.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24750.142578 Penalty: 2728.624268
	Iteration 9F: 3 clusters Score -24750.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 88285 members 
Mstep: Class 14 contains 57623 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47728 members 
Mstep: Class 18 contains 8574 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 142194 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756064.000000 Penalty: 84298.257812
Iteration 319Q: 27 clusters Score -6.275606e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3332 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21701 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 86101 members 
Mstep: Class 14 contains 58622 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 48139 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6268 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 1888 members 
Mstep: Class 23 contains 142654 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 48225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760512.000000 Penalty: 84298.257812
Iteration 320F: 27 clusters Score -6.276051e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 84894 members 
Mstep: Class 14 contains 57989 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 47684 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6263 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 23 contains 138930 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 55216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62763016.000000 Penalty: 84298.257812
Iteration 321Q: 27 clusters Score -6.276302e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 86138 members 
Mstep: Class 14 contains 57195 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 47414 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6264 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 133517 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 61200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62765324.000000 Penalty: 84298.257812
Iteration 322Q: 27 clusters Score -6.276532e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21265 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 88416 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 47275 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6257 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 126594 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 67643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768116.000000 Penalty: 84298.257812
Iteration 323Q: 27 clusters Score -6.276812e+07 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21128 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 91282 members 
Mstep: Class 14 contains 55311 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 47204 members 
Mstep: Class 18 contains 8086 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 1820 members 
Mstep: Class 23 contains 119038 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 74208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62770916.000000 Penalty: 84298.257812
Iteration 324Q: 27 clusters Score -6.277092e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21000 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 94368 members 
Mstep: Class 14 contains 54165 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 47186 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 112053 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 79979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773580.000000 Penalty: 84298.257812
Iteration 325Q: 27 clusters Score -6.277358e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20863 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 97616 members 
Mstep: Class 14 contains 53043 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 47346 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 106920 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774660.000000 Penalty: 84298.257812
Iteration 326Q: 27 clusters Score -6.277466e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20775 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 100539 members 
Mstep: Class 14 contains 52063 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 47618 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 104936 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774348.000000 Penalty: 84298.257812
Iteration 327Q: 27 clusters Score -6.277435e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20705 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 102728 members 
Mstep: Class 14 contains 51191 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 47945 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 104179 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774236.000000 Penalty: 84298.257812
Iteration 328Q: 27 clusters Score -6.277424e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2449 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20654 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 104212 members 
Mstep: Class 14 contains 50450 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 48284 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 103716 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774100.000000 Penalty: 84298.257812
Iteration 329Q: 27 clusters Score -6.27741e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20622 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 105318 members 
Mstep: Class 14 contains 49778 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 48613 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6712 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 103374 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 82993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773832.000000 Penalty: 84298.257812
Iteration 330Q: 27 clusters Score -6.277383e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 106144 members 
Mstep: Class 14 contains 49166 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 48903 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 103130 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 82957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773724.000000 Penalty: 84298.257812
Iteration 331Q: 27 clusters Score -6.277372e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 106739 members 
Mstep: Class 14 contains 48665 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 49178 members 
Mstep: Class 18 contains 7300 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1768 members 
Mstep: Class 23 contains 102891 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773592.000000 Penalty: 84298.257812
Iteration 332Q: 27 clusters Score -6.277359e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2439 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 107206 members 
Mstep: Class 14 contains 48220 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 49454 members 
Mstep: Class 18 contains 7271 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6739 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 102658 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773324.000000 Penalty: 84298.257812
Iteration 333Q: 27 clusters Score -6.277332e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2437 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20554 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 107585 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 49739 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6754 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 102430 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773208.000000 Penalty: 84298.257812
Iteration 334Q: 27 clusters Score -6.277321e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 20537 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 107911 members 
Mstep: Class 14 contains 47364 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 50005 members 
Mstep: Class 18 contains 7214 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6760 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 102217 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773004.000000 Penalty: 84298.257812
Iteration 335Q: 27 clusters Score -6.2773e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 20525 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108170 members 
Mstep: Class 14 contains 47000 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 50255 members 
Mstep: Class 18 contains 7198 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 102038 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772988.000000 Penalty: 84298.257812
Iteration 336Q: 27 clusters Score -6.277299e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 20517 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108388 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 50476 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 101890 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772876.000000 Penalty: 84298.257812
Iteration 337Q: 27 clusters Score -6.277288e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 20513 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108585 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 50695 members 
Mstep: Class 18 contains 7177 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 101735 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772856.000000 Penalty: 84298.257812
Iteration 338Q: 27 clusters Score -6.277286e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2427 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 20516 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108748 members 
Mstep: Class 14 contains 46035 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 50880 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6780 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 101596 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 84013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3188.544189 but Gain 3242.242188
Score: -62772836.000000 Penalty: 81056.015625
Iteration 339Q: 26 clusters Score -6.277284e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2477 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 20550 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110187 members 
Mstep: Class 14 contains 46007 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 51058 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 101475 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 84125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775104.000000 Penalty: 81056.015625
Iteration 340F: 26 clusters Score -6.27751e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 1388 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20531 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110195 members 
Mstep: Class 14 contains 45707 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 51237 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1831 members 
Mstep: Class 23 contains 98888 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 86948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775080.000000 Penalty: 81056.015625
Iteration 341Q: 26 clusters Score -6.277508e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20512 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110115 members 
Mstep: Class 14 contains 45391 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 51608 members 
Mstep: Class 18 contains 7161 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1830 members 
Mstep: Class 23 contains 96744 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 89224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774640.000000 Penalty: 81056.015625
Iteration 342Q: 26 clusters Score -6.277464e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20496 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109980 members 
Mstep: Class 14 contains 45122 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 52065 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1828 members 
Mstep: Class 23 contains 95010 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 91015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774724.000000 Penalty: 81056.015625
Iteration 343Q: 26 clusters Score -6.277472e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20471 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109843 members 
Mstep: Class 14 contains 44876 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 52484 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 93209 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 92846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774916.000000 Penalty: 81056.015625
Iteration 344Q: 26 clusters Score -6.277492e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2469 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20444 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109654 members 
Mstep: Class 14 contains 44642 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 52828 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6879 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 91497 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 94702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775140.000000 Penalty: 81056.015625
Iteration 345Q: 26 clusters Score -6.277514e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20416 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109421 members 
Mstep: Class 14 contains 44408 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53132 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 89908 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 96524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775520.000000 Penalty: 81056.015625
Iteration 346Q: 26 clusters Score -6.277552e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3556 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20388 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109140 members 
Mstep: Class 14 contains 44187 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53398 members 
Mstep: Class 18 contains 7059 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 1850 members 
Mstep: Class 23 contains 88304 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 98424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776052.000000 Penalty: 81056.015625
Iteration 347Q: 26 clusters Score -6.277605e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3578 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20366 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108456 members 
Mstep: Class 14 contains 43960 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 53651 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 23 contains 87182 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 100263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776820.000000 Penalty: 81056.015625
Iteration 348Q: 26 clusters Score -6.277682e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3602 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20336 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 107256 members 
Mstep: Class 14 contains 43718 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1856 members 
Mstep: Class 23 contains 86668 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 102091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777376.000000 Penalty: 81056.015625
Iteration 349Q: 26 clusters Score -6.277738e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20323 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 106189 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 54029 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1859 members 
Mstep: Class 23 contains 86189 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 103814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777828.000000 Penalty: 81056.015625
Iteration 350Q: 26 clusters Score -6.277783e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20295 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 105066 members 
Mstep: Class 14 contains 43168 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54184 members 
Mstep: Class 18 contains 6985 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1865 members 
Mstep: Class 23 contains 85879 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 105481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778452.000000 Penalty: 81056.015625
Iteration 351Q: 26 clusters Score -6.277845e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20265 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 103880 members 
Mstep: Class 14 contains 42896 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54313 members 
Mstep: Class 18 contains 6945 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 85839 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778764.000000 Penalty: 81056.015625
Iteration 352Q: 26 clusters Score -6.277876e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2437 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20237 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 102699 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54419 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 85975 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 108324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778912.000000 Penalty: 81056.015625
Iteration 353Q: 26 clusters Score -6.277891e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20205 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 101776 members 
Mstep: Class 14 contains 42308 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54549 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 86032 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 109477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779240.000000 Penalty: 81056.015625
Iteration 354Q: 26 clusters Score -6.277924e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20188 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 100891 members 
Mstep: Class 14 contains 41988 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54674 members 
Mstep: Class 18 contains 6825 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 86176 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 110517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779576.000000 Penalty: 81056.015625
Iteration 355Q: 26 clusters Score -6.277958e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20149 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 100019 members 
Mstep: Class 14 contains 41658 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54806 members 
Mstep: Class 18 contains 6798 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 86515 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 111358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779840.000000 Penalty: 81056.015625
Iteration 356Q: 26 clusters Score -6.277984e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2411 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20114 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 98967 members 
Mstep: Class 14 contains 41333 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54966 members 
Mstep: Class 18 contains 6776 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 87159 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 112028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780240.000000 Penalty: 81056.015625
Iteration 357Q: 26 clusters Score -6.278024e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 2723 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20077 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 97869 members 
Mstep: Class 14 contains 40980 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55151 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1899 members 
Mstep: Class 23 contains 88077 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 112487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780568.000000 Penalty: 81056.015625
Iteration 358Q: 26 clusters Score -6.278057e+07 nChanged 3646
Entering ConstructFrom: 
Score: -62780568.000000 Penalty: 81056.015625
Entering ConstructFrom: 
Trying to split cluster 1 (28750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Entering Unmasked Estep 
Score: -3929401.250000 Penalty: 2546.065430
	Iteration 0F: 2 clusters Score -3929401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3909713.000000 Penalty: 5092.130859
	Iteration 0F: 3 clusters Score -3909713 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3916582.500000 Penalty: 5092.130859
	Iteration 1F: 3 clusters Score -3916582 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3917034.500000 Penalty: 5092.130859
	Iteration 2Q: 3 clusters Score -3917034 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3917415.500000 Penalty: 5092.130859
	Iteration 3Q: 3 clusters Score -3917416 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3917798.500000 Penalty: 5092.130859
	Iteration 4Q: 3 clusters Score -3917798 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3918250.000000 Penalty: 5092.130859
	Iteration 5Q: 3 clusters Score -3918250 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3918803.500000 Penalty: 5092.130859
	Iteration 6Q: 3 clusters Score -3918804 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3919635.500000 Penalty: 5092.130859
	Iteration 7F: 3 clusters Score -3919636 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3920797.500000 Penalty: 5092.130859
	Iteration 8F: 3 clusters Score -3920798 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3922275.500000 Penalty: 5092.130859
	Iteration 9F: 3 clusters Score -3922276 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3923834.000000 Penalty: 5092.130859
	Iteration 10F: 3 clusters Score -3923834 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3925049.250000 Penalty: 5092.130859
	Iteration 11Q: 3 clusters Score -3925049 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3925879.250000 Penalty: 5092.130859
	Iteration 12Q: 3 clusters Score -3925879 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3926433.500000 Penalty: 5092.130859
	Iteration 13Q: 3 clusters Score -3926434 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3926734.500000 Penalty: 5092.130859
	Iteration 14Q: 3 clusters Score -3926734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3926872.500000 Penalty: 5092.130859
	Iteration 15Q: 3 clusters Score -3926872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3926955.250000 Penalty: 5092.130859
	Iteration 16Q: 3 clusters Score -3926955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3927005.000000 Penalty: 5092.130859
	Iteration 17Q: 3 clusters Score -3927005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3927057.000000 Penalty: 5092.130859
	Iteration 18Q: 3 clusters Score -3927057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3927097.500000 Penalty: 5092.130859
	Iteration 19Q: 3 clusters Score -3927098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3927122.000000 Penalty: 5092.130859
	Iteration 20F: 3 clusters Score -3927122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3927146.750000 Penalty: 5092.130859
	Iteration 21Q: 3 clusters Score -3927147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3927161.000000 Penalty: 5092.130859
	Iteration 22Q: 3 clusters Score -3927161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3927166.750000 Penalty: 5092.130859
	Iteration 23Q: 3 clusters Score -3927167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3927173.000000 Penalty: 5092.130859
	Iteration 24Q: 3 clusters Score -3927173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3927174.000000 Penalty: 5092.130859
	Iteration 25Q: 3 clusters Score -3927174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3927178.750000 Penalty: 5092.130859
	Iteration 26Q: 3 clusters Score -3927179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3927178.250000 Penalty: 5092.130859
	Iteration 27Q: 3 clusters Score -3927178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3927178.500000 Penalty: 5092.130859
	Iteration 28Q: 3 clusters Score -3927178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3927182.250000 Penalty: 5092.130859
	Iteration 29Q: 3 clusters Score -3927182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3927183.750000 Penalty: 5092.130859
	Iteration 30Q: 3 clusters Score -3927184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3927190.250000 Penalty: 5092.130859
	Iteration 31Q: 3 clusters Score -3927190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3927193.750000 Penalty: 5092.130859
	Iteration 32Q: 3 clusters Score -3927194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3927195.500000 Penalty: 5092.130859
	Iteration 33Q: 3 clusters Score -3927196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3927194.250000 Penalty: 5092.130859
	Iteration 34Q: 3 clusters Score -3927194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3927194.250000 Penalty: 5092.130859
	Iteration 35F: 3 clusters Score -3927194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -41677.902344 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -41677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40425.062500 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -40425.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40592.839844 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -40592.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40655.316406 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -40655.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40687.464844 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -40687.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40725.632812 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -40725.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40767.976562 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -40767.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40803.027344 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -40803.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40830.109375 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -40830.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40843.968750 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -40843.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40859.503906 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -40859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40902.539062 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -40902.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41002.332031 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -41002.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41142.312500 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -41142.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41384.566406 Penalty: 2959.208984
	Iteration 13F: 3 clusters Score -41384.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41501.011719 Penalty: 2959.208984
	Iteration 14F: 3 clusters Score -41501.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41628.675781 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -41628.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -41684.695312 Penalty: 2959.208984
	Iteration 16Q: 3 clusters Score -41684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -41711.066406 Penalty: 2959.208984
	Iteration 17Q: 3 clusters Score -41711.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -41845.449219 Penalty: 2959.208984
	Iteration 18Q: 3 clusters Score -41845.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -41857.667969 Penalty: 2959.208984
	Iteration 19Q: 3 clusters Score -41857.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -41861.000000 Penalty: 2959.208984
	Iteration 20F: 3 clusters Score -41861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -41874.417969 Penalty: 2959.208984
	Iteration 21Q: 3 clusters Score -41874.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -41874.417969 Penalty: 2959.208984
	Iteration 22F: 3 clusters Score -41874.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2392 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20039 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 96609 members 
Mstep: Class 14 contains 40671 members 
Mstep: Class 15 contains 77 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55341 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 89218 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 112825 members 
Entering Unmasked Estep 
Score: -62779100.000000 Penalty: 84298.257812
Splitting cluster 2 changes total score from -62780568.000000 to -62779100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -493429.218750 Penalty: 2047.638550
	Iteration 0F: 2 clusters Score -493429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -489660.906250 Penalty: 4095.277100
	Iteration 0F: 3 clusters Score -489660.9 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -490478.812500 Penalty: 4095.277100
	Iteration 1F: 3 clusters Score -490478.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -490676.156250 Penalty: 4095.277100
	Iteration 2F: 3 clusters Score -490676.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -490857.937500 Penalty: 4095.277100
	Iteration 3F: 3 clusters Score -490857.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -491006.468750 Penalty: 4095.277100
	Iteration 4Q: 3 clusters Score -491006.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -491135.812500 Penalty: 4095.277100
	Iteration 5Q: 3 clusters Score -491135.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -491259.000000 Penalty: 4095.277100
	Iteration 6Q: 3 clusters Score -491259 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -491361.562500 Penalty: 4095.277100
	Iteration 7Q: 3 clusters Score -491361.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -491463.468750 Penalty: 4095.277100
	Iteration 8Q: 3 clusters Score -491463.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -491577.437500 Penalty: 4095.277100
	Iteration 9Q: 3 clusters Score -491577.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -491658.156250 Penalty: 4095.277100
	Iteration 10Q: 3 clusters Score -491658.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -491706.906250 Penalty: 4095.277100
	Iteration 11Q: 3 clusters Score -491706.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -491739.968750 Penalty: 4095.277100
	Iteration 12Q: 3 clusters Score -491740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -491775.468750 Penalty: 4095.277100
	Iteration 13Q: 3 clusters Score -491775.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -491807.656250 Penalty: 4095.277100
	Iteration 14Q: 3 clusters Score -491807.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -491834.562500 Penalty: 4095.277100
	Iteration 15Q: 3 clusters Score -491834.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -491871.250000 Penalty: 4095.277100
	Iteration 16Q: 3 clusters Score -491871.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -491903.062500 Penalty: 4095.277100
	Iteration 17Q: 3 clusters Score -491903.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -491924.187500 Penalty: 4095.277100
	Iteration 18Q: 3 clusters Score -491924.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -491941.375000 Penalty: 4095.277100
	Iteration 19Q: 3 clusters Score -491941.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -491949.656250 Penalty: 4095.277100
	Iteration 20F: 3 clusters Score -491949.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -491958.250000 Penalty: 4095.277100
	Iteration 21Q: 3 clusters Score -491958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -491967.125000 Penalty: 4095.277100
	Iteration 22Q: 3 clusters Score -491967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -491972.968750 Penalty: 4095.277100
	Iteration 23Q: 3 clusters Score -491973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -491977.187500 Penalty: 4095.277100
	Iteration 24Q: 3 clusters Score -491977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -491980.343750 Penalty: 4095.277100
	Iteration 25Q: 3 clusters Score -491980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -491983.875000 Penalty: 4095.277100
	Iteration 26Q: 3 clusters Score -491983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -491987.406250 Penalty: 4095.277100
	Iteration 27Q: 3 clusters Score -491987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -491990.375000 Penalty: 4095.277100
	Iteration 28Q: 3 clusters Score -491990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -491992.531250 Penalty: 4095.277100
	Iteration 29Q: 3 clusters Score -491992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -491997.125000 Penalty: 4095.277100
	Iteration 30Q: 3 clusters Score -491997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -491999.468750 Penalty: 4095.277100
	Iteration 31Q: 3 clusters Score -491999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -492001.406250 Penalty: 4095.277100
	Iteration 32Q: 3 clusters Score -492001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -492003.281250 Penalty: 4095.277100
	Iteration 33Q: 3 clusters Score -492003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -492003.875000 Penalty: 4095.277100
	Iteration 34Q: 3 clusters Score -492003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -492003.875000 Penalty: 4095.277100
	Iteration 35F: 3 clusters Score -492003.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -178126.328125 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -178126.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -175902.437500 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -175902.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -176226.687500 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -176226.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176348.312500 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -176348.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -176450.406250 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -176450.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176520.593750 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -176520.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176579.312500 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -176579.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -176627.609375 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -176627.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176688.281250 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -176688.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176763.609375 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -176763.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -176840.765625 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -176840.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176910.796875 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -176910.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176960.609375 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -176960.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177009.140625 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -177009.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177044.671875 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -177044.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -177079.687500 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -177079.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -177124.031250 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -177124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177149.921875 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -177149.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177164.171875 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -177164.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -177176.453125 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -177176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177184.093750 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -177184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -177187.015625 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -177187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177188.296875 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -177188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177188.296875 Penalty: 3591.362305
	Iteration 22F: 3 clusters Score -177188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -12457.003906 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -12457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11613.289062 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -11613.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84455.640625 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84455.64 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84827.273438 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84827.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85043.445312 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85043.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85194.429688 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85194.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85277.578125 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -85277.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85342.898438 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -85342.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85384.585938 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -85384.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85429.781250 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -85429.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85485.820312 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -85485.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85513.812500 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -85513.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85539.546875 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -85539.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85558.203125 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -85558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85577.640625 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -85577.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85593.562500 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -85593.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85605.210938 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -85605.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85616.273438 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -85616.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85621.117188 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -85621.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85631.500000 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -85631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85642.375000 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -85642.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85645.406250 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -85645.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85645.406250 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -85645.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -322785.750000 Penalty: 1929.411499
	Iteration 0F: 2 clusters Score -322785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -319898.968750 Penalty: 3858.822998
	Iteration 0F: 3 clusters Score -319899 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -320473.718750 Penalty: 3858.822998
	Iteration 1F: 3 clusters Score -320473.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320614.406250 Penalty: 3858.822998
	Iteration 2F: 3 clusters Score -320614.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -320687.718750 Penalty: 3858.822998
	Iteration 3Q: 3 clusters Score -320687.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -320731.875000 Penalty: 3858.822998
	Iteration 4Q: 3 clusters Score -320731.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320780.062500 Penalty: 3858.822998
	Iteration 5Q: 3 clusters Score -320780.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -320824.156250 Penalty: 3858.822998
	Iteration 6Q: 3 clusters Score -320824.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -320859.468750 Penalty: 3858.822998
	Iteration 7Q: 3 clusters Score -320859.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -320887.437500 Penalty: 3858.822998
	Iteration 8Q: 3 clusters Score -320887.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -320905.593750 Penalty: 3858.822998
	Iteration 9Q: 3 clusters Score -320905.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -320925.875000 Penalty: 3858.822998
	Iteration 10Q: 3 clusters Score -320925.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -320956.031250 Penalty: 3858.822998
	Iteration 11Q: 3 clusters Score -320956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -320982.906250 Penalty: 3858.822998
	Iteration 12Q: 3 clusters Score -320982.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -321011.843750 Penalty: 3858.822998
	Iteration 13Q: 3 clusters Score -321011.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321038.187500 Penalty: 3858.822998
	Iteration 14Q: 3 clusters Score -321038.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -321063.125000 Penalty: 3858.822998
	Iteration 15Q: 3 clusters Score -321063.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -321078.125000 Penalty: 3858.822998
	Iteration 16Q: 3 clusters Score -321078.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -321090.875000 Penalty: 3858.822998
	Iteration 17Q: 3 clusters Score -321090.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -321101.750000 Penalty: 3858.822998
	Iteration 18Q: 3 clusters Score -321101.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -321110.218750 Penalty: 3858.822998
	Iteration 19Q: 3 clusters Score -321110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321116.375000 Penalty: 3858.822998
	Iteration 20F: 3 clusters Score -321116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321126.437500 Penalty: 3858.822998
	Iteration 21Q: 3 clusters Score -321126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321136.031250 Penalty: 3858.822998
	Iteration 22Q: 3 clusters Score -321136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -321143.156250 Penalty: 3858.822998
	Iteration 23Q: 3 clusters Score -321143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -321153.031250 Penalty: 3858.822998
	Iteration 24Q: 3 clusters Score -321153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -321163.625000 Penalty: 3858.822998
	Iteration 25Q: 3 clusters Score -321163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321168.843750 Penalty: 3858.822998
	Iteration 26Q: 3 clusters Score -321168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -321177.937500 Penalty: 3858.822998
	Iteration 27Q: 3 clusters Score -321177.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -321186.000000 Penalty: 3858.822998
	Iteration 28Q: 3 clusters Score -321186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321192.843750 Penalty: 3858.822998
	Iteration 29Q: 3 clusters Score -321192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -321196.062500 Penalty: 3858.822998
	Iteration 30Q: 3 clusters Score -321196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321198.875000 Penalty: 3858.822998
	Iteration 31Q: 3 clusters Score -321198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321200.625000 Penalty: 3858.822998
	Iteration 32Q: 3 clusters Score -321200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -321204.531250 Penalty: 3858.822998
	Iteration 33Q: 3 clusters Score -321204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -321207.531250 Penalty: 3858.822998
	Iteration 34Q: 3 clusters Score -321207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -321208.156250 Penalty: 3858.822998
	Iteration 35Q: 3 clusters Score -321208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -321209.812500 Penalty: 3858.822998
	Iteration 36Q: 3 clusters Score -321209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -321210.406250 Penalty: 3858.822998
	Iteration 37Q: 3 clusters Score -321210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -321212.687500 Penalty: 3858.822998
	Iteration 38Q: 3 clusters Score -321212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -321213.562500 Penalty: 3858.822998
	Iteration 39Q: 3 clusters Score -321213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -321214.750000 Penalty: 3858.822998
	Iteration 40F: 3 clusters Score -321214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -321214.968750 Penalty: 3858.822998
	Iteration 41Q: 3 clusters Score -321215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -321215.562500 Penalty: 3858.822998
	Iteration 42Q: 3 clusters Score -321215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -321216.250000 Penalty: 3858.822998
	Iteration 43Q: 3 clusters Score -321216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321219.625000 Penalty: 3858.822998
	Iteration 44Q: 3 clusters Score -321219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -321223.125000 Penalty: 3858.822998
	Iteration 45Q: 3 clusters Score -321223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -321224.500000 Penalty: 3858.822998
	Iteration 46Q: 3 clusters Score -321224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -321226.531250 Penalty: 3858.822998
	Iteration 47Q: 3 clusters Score -321226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -321228.281250 Penalty: 3858.822998
	Iteration 48Q: 3 clusters Score -321228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -321229.250000 Penalty: 3858.822998
	Iteration 49Q: 3 clusters Score -321229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -321229.968750 Penalty: 3858.822998
	Iteration 50Q: 3 clusters Score -321230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -321231.156250 Penalty: 3858.822998
	Iteration 51Q: 3 clusters Score -321231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -321232.468750 Penalty: 3858.822998
	Iteration 52Q: 3 clusters Score -321232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -321233.375000 Penalty: 3858.822998
	Iteration 53Q: 3 clusters Score -321233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -321235.312500 Penalty: 3858.822998
	Iteration 54Q: 3 clusters Score -321235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -321240.500000 Penalty: 3858.822998
	Iteration 55Q: 3 clusters Score -321240.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -321245.562500 Penalty: 3858.822998
	Iteration 56Q: 3 clusters Score -321245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -321246.656250 Penalty: 3858.822998
	Iteration 57Q: 3 clusters Score -321246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -321249.718750 Penalty: 3858.822998
	Iteration 58Q: 3 clusters Score -321249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321253.687500 Penalty: 3858.822998
	Iteration 59Q: 3 clusters Score -321253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -321258.906250 Penalty: 3858.822998
	Iteration 60F: 3 clusters Score -321258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -321263.187500 Penalty: 3858.822998
	Iteration 61Q: 3 clusters Score -321263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -321264.437500 Penalty: 3858.822998
	Iteration 62Q: 3 clusters Score -321264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -321268.000000 Penalty: 3858.822998
	Iteration 63Q: 3 clusters Score -321268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -321271.031250 Penalty: 3858.822998
	Iteration 64Q: 3 clusters Score -321271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -321275.125000 Penalty: 3858.822998
	Iteration 65Q: 3 clusters Score -321275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -321281.312500 Penalty: 3858.822998
	Iteration 66Q: 3 clusters Score -321281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -321285.406250 Penalty: 3858.822998
	Iteration 67Q: 3 clusters Score -321285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -321288.187500 Penalty: 3858.822998
	Iteration 68Q: 3 clusters Score -321288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -321291.312500 Penalty: 3858.822998
	Iteration 69Q: 3 clusters Score -321291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -321296.062500 Penalty: 3858.822998
	Iteration 70Q: 3 clusters Score -321296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -321303.093750 Penalty: 3858.822998
	Iteration 71Q: 3 clusters Score -321303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -321308.562500 Penalty: 3858.822998
	Iteration 72Q: 3 clusters Score -321308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -321309.812500 Penalty: 3858.822998
	Iteration 73Q: 3 clusters Score -321309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -321310.968750 Penalty: 3858.822998
	Iteration 74Q: 3 clusters Score -321311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -321312.968750 Penalty: 3858.822998
	Iteration 75Q: 3 clusters Score -321313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321315.843750 Penalty: 3858.822998
	Iteration 76Q: 3 clusters Score -321315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -321318.250000 Penalty: 3858.822998
	Iteration 77Q: 3 clusters Score -321318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -321321.000000 Penalty: 3858.822998
	Iteration 78Q: 3 clusters Score -321321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321326.437500 Penalty: 3858.822998
	Iteration 79Q: 3 clusters Score -321326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -321328.000000 Penalty: 3858.822998
	Iteration 80F: 3 clusters Score -321328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -348634.968750 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -348635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -345563.062500 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -345563.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -346208.437500 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -346208.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -346349.062500 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -346349.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -346432.718750 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -346432.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -346478.937500 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -346478.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -346499.562500 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -346499.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -346515.062500 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -346515.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -346528.500000 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -346528.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -346537.281250 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -346537.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -346547.343750 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -346547.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -346557.812500 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -346557.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -346566.437500 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -346566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -346574.781250 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -346574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -346587.125000 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -346587.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346598.218750 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -346598.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -346610.437500 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -346610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -346619.843750 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -346619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -346630.125000 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -346630.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -346641.906250 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -346641.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -346651.625000 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -346651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -346659.562500 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -346659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -346664.781250 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -346664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -346672.593750 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -346672.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -346680.656250 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -346680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -346683.937500 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -346683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -346691.062500 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -346691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -346695.781250 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -346695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -346699.250000 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -346699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -346701.281250 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -346701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -346705.531250 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -346705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -346711.312500 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -346711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -346716.687500 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -346716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -346722.718750 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -346722.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -346729.500000 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -346729.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -346735.718750 Penalty: 3923.653076
	Iteration 34Q: 3 clusters Score -346735.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -346741.375000 Penalty: 3923.653076
	Iteration 35Q: 3 clusters Score -346741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -346748.093750 Penalty: 3923.653076
	Iteration 36Q: 3 clusters Score -346748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -346754.968750 Penalty: 3923.653076
	Iteration 37Q: 3 clusters Score -346755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -346761.843750 Penalty: 3923.653076
	Iteration 38Q: 3 clusters Score -346761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -346765.843750 Penalty: 3923.653076
	Iteration 39Q: 3 clusters Score -346765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -346766.531250 Penalty: 3923.653076
	Iteration 40F: 3 clusters Score -346766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -346767.343750 Penalty: 3923.653076
	Iteration 41Q: 3 clusters Score -346767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -346768.218750 Penalty: 3923.653076
	Iteration 42Q: 3 clusters Score -346768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -346770.781250 Penalty: 3923.653076
	Iteration 43Q: 3 clusters Score -346770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -346772.562500 Penalty: 3923.653076
	Iteration 44Q: 3 clusters Score -346772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -346775.218750 Penalty: 3923.653076
	Iteration 45Q: 3 clusters Score -346775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -346779.250000 Penalty: 3923.653076
	Iteration 46Q: 3 clusters Score -346779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -346782.468750 Penalty: 3923.653076
	Iteration 47Q: 3 clusters Score -346782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -346784.875000 Penalty: 3923.653076
	Iteration 48Q: 3 clusters Score -346784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -346786.125000 Penalty: 3923.653076
	Iteration 49Q: 3 clusters Score -346786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -346787.718750 Penalty: 3923.653076
	Iteration 50Q: 3 clusters Score -346787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -346791.156250 Penalty: 3923.653076
	Iteration 51Q: 3 clusters Score -346791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -346794.375000 Penalty: 3923.653076
	Iteration 52Q: 3 clusters Score -346794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -346795.437500 Penalty: 3923.653076
	Iteration 53Q: 3 clusters Score -346795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -346799.406250 Penalty: 3923.653076
	Iteration 54Q: 3 clusters Score -346799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -346801.062500 Penalty: 3923.653076
	Iteration 55Q: 3 clusters Score -346801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -346802.562500 Penalty: 3923.653076
	Iteration 56Q: 3 clusters Score -346802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -346804.593750 Penalty: 3923.653076
	Iteration 57Q: 3 clusters Score -346804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -346806.375000 Penalty: 3923.653076
	Iteration 58Q: 3 clusters Score -346806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -346809.656250 Penalty: 3923.653076
	Iteration 59Q: 3 clusters Score -346809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -346812.750000 Penalty: 3923.653076
	Iteration 60F: 3 clusters Score -346812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -346815.906250 Penalty: 3923.653076
	Iteration 61Q: 3 clusters Score -346815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -346818.156250 Penalty: 3923.653076
	Iteration 62Q: 3 clusters Score -346818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -346819.593750 Penalty: 3923.653076
	Iteration 63Q: 3 clusters Score -346819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -346822.250000 Penalty: 3923.653076
	Iteration 64Q: 3 clusters Score -346822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -346827.687500 Penalty: 3923.653076
	Iteration 65Q: 3 clusters Score -346827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -346831.406250 Penalty: 3923.653076
	Iteration 66Q: 3 clusters Score -346831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -346834.000000 Penalty: 3923.653076
	Iteration 67Q: 3 clusters Score -346834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -346834.343750 Penalty: 3923.653076
	Iteration 68Q: 3 clusters Score -346834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -346834.656250 Penalty: 3923.653076
	Iteration 69Q: 3 clusters Score -346834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -346834.656250 Penalty: 3923.653076
	Iteration 70F: 3 clusters Score -346834.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -243775.328125 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -243775.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -241258.984375 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -241259 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -241672.921875 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -241672.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -241786.984375 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -241787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -241847.296875 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -241847.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -241887.828125 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -241887.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241913.859375 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -241913.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -241931.562500 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -241931.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -241946.015625 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -241946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -241956.156250 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -241956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -241963.187500 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -241963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241969.078125 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -241969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241973.312500 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -241973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241977.562500 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -241977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -241985.062500 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -241985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241995.578125 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -241995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -242003.218750 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -242003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242007.578125 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -242007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242008.203125 Penalty: 3726.258301
	Iteration 17Q: 3 clusters Score -242008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242009.125000 Penalty: 3726.258301
	Iteration 18Q: 3 clusters Score -242009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242010.453125 Penalty: 3726.258301
	Iteration 19Q: 3 clusters Score -242010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242011.578125 Penalty: 3726.258301
	Iteration 20F: 3 clusters Score -242011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -242013.031250 Penalty: 3726.258301
	Iteration 21Q: 3 clusters Score -242013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242013.843750 Penalty: 3726.258301
	Iteration 22Q: 3 clusters Score -242013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242013.906250 Penalty: 3726.258301
	Iteration 23Q: 3 clusters Score -242013.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242013.906250 Penalty: 3726.258301
	Iteration 24F: 3 clusters Score -242013.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -76120.515625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -76120.52 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 317 members 
Entering Unmasked Estep 
Score: -74431.843750 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -74431.84 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74692.750000 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -74692.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74824.093750 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -74824.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74903.492188 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -74903.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74986.187500 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -74986.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75090.406250 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -75090.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75197.867188 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -75197.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75263.437500 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -75263.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75310.531250 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -75310.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75338.070312 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -75338.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75346.187500 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -75346.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75363.640625 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -75363.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75381.312500 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -75381.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75387.757812 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -75387.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75390.882812 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -75390.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75394.273438 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -75394.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75403.921875 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -75403.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75410.867188 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -75410.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75422.507812 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -75422.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75434.648438 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -75434.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75443.062500 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -75443.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75447.250000 Penalty: 3209.516602
	Iteration 21Q: 3 clusters Score -75447.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75447.250000 Penalty: 3209.516602
	Iteration 22F: 3 clusters Score -75447.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Entering Unmasked Estep 
Score: -2718443.000000 Penalty: 2456.548096
	Iteration 0F: 2 clusters Score -2718443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2704454.250000 Penalty: 4913.096191
	Iteration 0F: 3 clusters Score -2704454 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2709086.500000 Penalty: 4913.096191
	Iteration 1F: 3 clusters Score -2709086 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2709516.000000 Penalty: 4913.096191
	Iteration 2F: 3 clusters Score -2709516 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2709938.250000 Penalty: 4913.096191
	Iteration 3F: 3 clusters Score -2709938 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2710366.750000 Penalty: 4913.096191
	Iteration 4Q: 3 clusters Score -2710367 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2710909.500000 Penalty: 4913.096191
	Iteration 5F: 3 clusters Score -2710910 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2711526.250000 Penalty: 4913.096191
	Iteration 6F: 3 clusters Score -2711526 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2712251.750000 Penalty: 4913.096191
	Iteration 7F: 3 clusters Score -2712252 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2713107.750000 Penalty: 4913.096191
	Iteration 8F: 3 clusters Score -2713108 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2713899.500000 Penalty: 4913.096191
	Iteration 9F: 3 clusters Score -2713900 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2714595.750000 Penalty: 4913.096191
	Iteration 10Q: 3 clusters Score -2714596 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2715136.250000 Penalty: 4913.096191
	Iteration 11Q: 3 clusters Score -2715136 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2715515.750000 Penalty: 4913.096191
	Iteration 12Q: 3 clusters Score -2715516 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2715759.000000 Penalty: 4913.096191
	Iteration 13Q: 3 clusters Score -2715759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2715899.750000 Penalty: 4913.096191
	Iteration 14Q: 3 clusters Score -2715900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2715981.250000 Penalty: 4913.096191
	Iteration 15Q: 3 clusters Score -2715981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2716064.750000 Penalty: 4913.096191
	Iteration 16Q: 3 clusters Score -2716065 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2716126.250000 Penalty: 4913.096191
	Iteration 17Q: 3 clusters Score -2716126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2716184.500000 Penalty: 4913.096191
	Iteration 18Q: 3 clusters Score -2716184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2716237.750000 Penalty: 4913.096191
	Iteration 19Q: 3 clusters Score -2716238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2716265.250000 Penalty: 4913.096191
	Iteration 20F: 3 clusters Score -2716265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2716286.250000 Penalty: 4913.096191
	Iteration 21Q: 3 clusters Score -2716286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2716300.500000 Penalty: 4913.096191
	Iteration 22Q: 3 clusters Score -2716300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2716318.250000 Penalty: 4913.096191
	Iteration 23Q: 3 clusters Score -2716318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2716338.750000 Penalty: 4913.096191
	Iteration 24Q: 3 clusters Score -2716339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2716347.000000 Penalty: 4913.096191
	Iteration 25Q: 3 clusters Score -2716347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2716357.500000 Penalty: 4913.096191
	Iteration 26Q: 3 clusters Score -2716358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2716372.500000 Penalty: 4913.096191
	Iteration 27Q: 3 clusters Score -2716372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2716380.000000 Penalty: 4913.096191
	Iteration 28Q: 3 clusters Score -2716380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2716387.000000 Penalty: 4913.096191
	Iteration 29Q: 3 clusters Score -2716387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2716392.250000 Penalty: 4913.096191
	Iteration 30Q: 3 clusters Score -2716392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2716391.750000 Penalty: 4913.096191
	Iteration 31Q: 3 clusters Score -2716392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2716392.750000 Penalty: 4913.096191
	Iteration 32Q: 3 clusters Score -2716393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2716393.500000 Penalty: 4913.096191
	Iteration 33Q: 3 clusters Score -2716394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2716393.500000 Penalty: 4913.096191
	Iteration 34F: 3 clusters Score -2716394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19193.181641 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19193.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19347.814453 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19347.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19464.179688 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -19464.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19529.179688 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -19529.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19532.500000 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19538.998047 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -19539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19538.998047 Penalty: 2661.523926
	Iteration 6F: 3 clusters Score -19539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Entering Unmasked Estep 
Score: -12940966.000000 Penalty: 2846.649902
	Iteration 0F: 2 clusters Score -1.294097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -12876320.000000 Penalty: 5693.299805
	Iteration 0F: 3 clusters Score -1.287632e+07 nChanged 45738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -12902753.000000 Penalty: 5693.299805
	Iteration 1F: 3 clusters Score -1.290275e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -12903997.000000 Penalty: 5693.299805
	Iteration 2Q: 3 clusters Score -1.2904e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -12905708.000000 Penalty: 5693.299805
	Iteration 3Q: 3 clusters Score -1.290571e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -12908646.000000 Penalty: 5693.299805
	Iteration 4F: 3 clusters Score -1.290865e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -12913236.000000 Penalty: 5693.299805
	Iteration 5F: 3 clusters Score -1.291324e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -12919506.000000 Penalty: 5693.299805
	Iteration 6F: 3 clusters Score -1.291951e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -12925630.000000 Penalty: 5693.299805
	Iteration 7F: 3 clusters Score -1.292563e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -12930706.000000 Penalty: 5693.299805
	Iteration 8F: 3 clusters Score -1.293071e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -12933896.000000 Penalty: 5693.299805
	Iteration 9Q: 3 clusters Score -1.29339e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -12935910.000000 Penalty: 5693.299805
	Iteration 10Q: 3 clusters Score -1.293591e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -12936949.000000 Penalty: 5693.299805
	Iteration 11Q: 3 clusters Score -1.293695e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -12937551.000000 Penalty: 5693.299805
	Iteration 12Q: 3 clusters Score -1.293755e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -12937849.000000 Penalty: 5693.299805
	Iteration 13Q: 3 clusters Score -1.293785e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -12938034.000000 Penalty: 5693.299805
	Iteration 14Q: 3 clusters Score -1.293803e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -12938151.000000 Penalty: 5693.299805
	Iteration 15Q: 3 clusters Score -1.293815e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -12938234.000000 Penalty: 5693.299805
	Iteration 16Q: 3 clusters Score -1.293823e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -12938297.000000 Penalty: 5693.299805
	Iteration 17Q: 3 clusters Score -1.29383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -12938329.000000 Penalty: 5693.299805
	Iteration 18Q: 3 clusters Score -1.293833e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -12938365.000000 Penalty: 5693.299805
	Iteration 19Q: 3 clusters Score -1.293836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -12938406.000000 Penalty: 5693.299805
	Iteration 20F: 3 clusters Score -1.293841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -12938429.000000 Penalty: 5693.299805
	Iteration 21Q: 3 clusters Score -1.293843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -12938460.000000 Penalty: 5693.299805
	Iteration 22Q: 3 clusters Score -1.293846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -12938490.000000 Penalty: 5693.299805
	Iteration 23Q: 3 clusters Score -1.293849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -12938494.000000 Penalty: 5693.299805
	Iteration 24Q: 3 clusters Score -1.293849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -12938517.000000 Penalty: 5693.299805
	Iteration 25Q: 3 clusters Score -1.293852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -12938498.000000 Penalty: 5693.299805
	Iteration 26Q: 3 clusters Score -1.29385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -12938506.000000 Penalty: 5693.299805
	Iteration 27Q: 3 clusters Score -1.293851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -12938509.000000 Penalty: 5693.299805
	Iteration 28Q: 3 clusters Score -1.293851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -12938514.000000 Penalty: 5693.299805
	Iteration 29Q: 3 clusters Score -1.293851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -12938523.000000 Penalty: 5693.299805
	Iteration 30Q: 3 clusters Score -1.293852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -12938517.000000 Penalty: 5693.299805
	Iteration 31Q: 3 clusters Score -1.293852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -12938516.000000 Penalty: 5693.299805
	Iteration 32Q: 3 clusters Score -1.293852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -12938516.000000 Penalty: 5693.299805
	Iteration 33Q: 3 clusters Score -1.293852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -12938523.000000 Penalty: 5693.299805
	Iteration 34Q: 3 clusters Score -1.293852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -12938529.000000 Penalty: 5693.299805
	Iteration 35Q: 3 clusters Score -1.293853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -12938526.000000 Penalty: 5693.299805
	Iteration 36Q: 3 clusters Score -1.293853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -12938526.000000 Penalty: 5693.299805
	Iteration 37Q: 3 clusters Score -1.293853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -12938523.000000 Penalty: 5693.299805
	Iteration 38Q: 3 clusters Score -1.293852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -12938533.000000 Penalty: 5693.299805
	Iteration 39Q: 3 clusters Score -1.293853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -12938527.000000 Penalty: 5693.299805
	Iteration 40F: 3 clusters Score -1.293853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -12938525.000000 Penalty: 5693.299805
	Iteration 41Q: 3 clusters Score -1.293852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12938528.000000 Penalty: 5693.299805
	Iteration 42Q: 3 clusters Score -1.293853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -12938533.000000 Penalty: 5693.299805
	Iteration 43Q: 3 clusters Score -1.293853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -12938538.000000 Penalty: 5693.299805
	Iteration 44Q: 3 clusters Score -1.293854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -12938538.000000 Penalty: 5693.299805
	Iteration 45F: 3 clusters Score -1.293854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Entering Unmasked Estep 
Score: -5478028.000000 Penalty: 2632.091064
	Iteration 0F: 2 clusters Score -5478028 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 20453 members 
Entering Unmasked Estep 
Score: -5450397.500000 Penalty: 5264.182129
	Iteration 0F: 3 clusters Score -5450398 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5460715.000000 Penalty: 5264.182129
	Iteration 1F: 3 clusters Score -5460715 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5461368.500000 Penalty: 5264.182129
	Iteration 2Q: 3 clusters Score -5461368 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5462107.500000 Penalty: 5264.182129
	Iteration 3Q: 3 clusters Score -5462108 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5462992.500000 Penalty: 5264.182129
	Iteration 4Q: 3 clusters Score -5462992 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5464358.500000 Penalty: 5264.182129
	Iteration 5F: 3 clusters Score -5464358 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -5466328.500000 Penalty: 5264.182129
	Iteration 6F: 3 clusters Score -5466328 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5468812.000000 Penalty: 5264.182129
	Iteration 7F: 3 clusters Score -5468812 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -5471201.500000 Penalty: 5264.182129
	Iteration 8F: 3 clusters Score -5471202 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5473081.000000 Penalty: 5264.182129
	Iteration 9F: 3 clusters Score -5473081 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5474233.000000 Penalty: 5264.182129
	Iteration 10Q: 3 clusters Score -5474233 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -5474883.500000 Penalty: 5264.182129
	Iteration 11Q: 3 clusters Score -5474884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5475252.000000 Penalty: 5264.182129
	Iteration 12Q: 3 clusters Score -5475252 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5475484.500000 Penalty: 5264.182129
	Iteration 13Q: 3 clusters Score -5475484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5475630.500000 Penalty: 5264.182129
	Iteration 14Q: 3 clusters Score -5475630 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5475718.000000 Penalty: 5264.182129
	Iteration 15Q: 3 clusters Score -5475718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5475784.500000 Penalty: 5264.182129
	Iteration 16Q: 3 clusters Score -5475784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5475836.000000 Penalty: 5264.182129
	Iteration 17Q: 3 clusters Score -5475836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5475874.000000 Penalty: 5264.182129
	Iteration 18Q: 3 clusters Score -5475874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5475892.000000 Penalty: 5264.182129
	Iteration 19Q: 3 clusters Score -5475892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5475893.500000 Penalty: 5264.182129
	Iteration 20F: 3 clusters Score -5475894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5475906.500000 Penalty: 5264.182129
	Iteration 21Q: 3 clusters Score -5475906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5475920.500000 Penalty: 5264.182129
	Iteration 22Q: 3 clusters Score -5475920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5475920.000000 Penalty: 5264.182129
	Iteration 23Q: 3 clusters Score -5475920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5475930.000000 Penalty: 5264.182129
	Iteration 24Q: 3 clusters Score -5475930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5475948.000000 Penalty: 5264.182129
	Iteration 25Q: 3 clusters Score -5475948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5475952.500000 Penalty: 5264.182129
	Iteration 26Q: 3 clusters Score -5475952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5475945.500000 Penalty: 5264.182129
	Iteration 27Q: 3 clusters Score -5475946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5475952.500000 Penalty: 5264.182129
	Iteration 28Q: 3 clusters Score -5475952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5475954.000000 Penalty: 5264.182129
	Iteration 29Q: 3 clusters Score -5475954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5475948.000000 Penalty: 5264.182129
	Iteration 30Q: 3 clusters Score -5475948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5475955.500000 Penalty: 5264.182129
	Iteration 31Q: 3 clusters Score -5475956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5475958.500000 Penalty: 5264.182129
	Iteration 32Q: 3 clusters Score -5475958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5475963.000000 Penalty: 5264.182129
	Iteration 33Q: 3 clusters Score -5475963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5475962.000000 Penalty: 5264.182129
	Iteration 34Q: 3 clusters Score -5475962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5475956.000000 Penalty: 5264.182129
	Iteration 35Q: 3 clusters Score -5475956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5475959.500000 Penalty: 5264.182129
	Iteration 36Q: 3 clusters Score -5475960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5475958.000000 Penalty: 5264.182129
	Iteration 37Q: 3 clusters Score -5475958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -5475960.000000 Penalty: 5264.182129
	Iteration 38Q: 3 clusters Score -5475960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5475961.500000 Penalty: 5264.182129
	Iteration 39Q: 3 clusters Score -5475962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5475957.000000 Penalty: 5264.182129
	Iteration 40F: 3 clusters Score -5475957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -110488.398438 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -110488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108707.835938 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -108707.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109174.789062 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -109174.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109529.046875 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -109529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109832.132812 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -109832.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110125.023438 Penalty: 3389.718018
	Iteration 4F: 3 clusters Score -110125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110278.828125 Penalty: 3389.718018
	Iteration 5F: 3 clusters Score -110278.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110377.140625 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -110377.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110412.898438 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -110412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110428.164062 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -110428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -110431.742188 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -110431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110432.468750 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -110432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110434.296875 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -110434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110434.296875 Penalty: 3389.718018
	Iteration 12F: 3 clusters Score -110434.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Entering Unmasked Estep 
Score: -7266506.500000 Penalty: 2708.474854
	Iteration 0F: 2 clusters Score -7266506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -7229214.000000 Penalty: 5416.949707
	Iteration 0F: 3 clusters Score -7229214 nChanged 25712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -7243681.500000 Penalty: 5416.949707
	Iteration 1F: 3 clusters Score -7243682 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -7244231.000000 Penalty: 5416.949707
	Iteration 2Q: 3 clusters Score -7244231 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -7244902.000000 Penalty: 5416.949707
	Iteration 3Q: 3 clusters Score -7244902 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -7245499.500000 Penalty: 5416.949707
	Iteration 4Q: 3 clusters Score -7245500 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -7246302.500000 Penalty: 5416.949707
	Iteration 5Q: 3 clusters Score -7246302 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -7247361.500000 Penalty: 5416.949707
	Iteration 6Q: 3 clusters Score -7247362 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -7248751.000000 Penalty: 5416.949707
	Iteration 7Q: 3 clusters Score -7248751 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -7250360.000000 Penalty: 5416.949707
	Iteration 8F: 3 clusters Score -7250360 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -7252480.500000 Penalty: 5416.949707
	Iteration 9F: 3 clusters Score -7252480 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -7254896.000000 Penalty: 5416.949707
	Iteration 10F: 3 clusters Score -7254896 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -7257249.000000 Penalty: 5416.949707
	Iteration 11F: 3 clusters Score -7257249 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7259161.500000 Penalty: 5416.949707
	Iteration 12Q: 3 clusters Score -7259162 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -7260751.000000 Penalty: 5416.949707
	Iteration 13Q: 3 clusters Score -7260751 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7261938.000000 Penalty: 5416.949707
	Iteration 14Q: 3 clusters Score -7261938 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7262730.500000 Penalty: 5416.949707
	Iteration 15Q: 3 clusters Score -7262730 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7263259.000000 Penalty: 5416.949707
	Iteration 16Q: 3 clusters Score -7263259 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7263645.500000 Penalty: 5416.949707
	Iteration 17Q: 3 clusters Score -7263646 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7263888.000000 Penalty: 5416.949707
	Iteration 18Q: 3 clusters Score -7263888 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7264047.000000 Penalty: 5416.949707
	Iteration 19Q: 3 clusters Score -7264047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7264135.500000 Penalty: 5416.949707
	Iteration 20F: 3 clusters Score -7264136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7264173.500000 Penalty: 5416.949707
	Iteration 21Q: 3 clusters Score -7264174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7264201.500000 Penalty: 5416.949707
	Iteration 22Q: 3 clusters Score -7264202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7264233.500000 Penalty: 5416.949707
	Iteration 23Q: 3 clusters Score -7264234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7264245.500000 Penalty: 5416.949707
	Iteration 24Q: 3 clusters Score -7264246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7264255.000000 Penalty: 5416.949707
	Iteration 25Q: 3 clusters Score -7264255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7264261.500000 Penalty: 5416.949707
	Iteration 26Q: 3 clusters Score -7264262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7264267.000000 Penalty: 5416.949707
	Iteration 27Q: 3 clusters Score -7264267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7264270.000000 Penalty: 5416.949707
	Iteration 28Q: 3 clusters Score -7264270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7264265.500000 Penalty: 5416.949707
	Iteration 29Q: 3 clusters Score -7264266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7264268.500000 Penalty: 5416.949707
	Iteration 30Q: 3 clusters Score -7264268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7264274.500000 Penalty: 5416.949707
	Iteration 31Q: 3 clusters Score -7264274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7264270.500000 Penalty: 5416.949707
	Iteration 32Q: 3 clusters Score -7264270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7264274.500000 Penalty: 5416.949707
	Iteration 33Q: 3 clusters Score -7264274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7264274.500000 Penalty: 5416.949707
	Iteration 34F: 3 clusters Score -7264274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -906811.937500 Penalty: 2185.326660
	Iteration 0F: 2 clusters Score -906811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -901232.250000 Penalty: 4370.653320
	Iteration 0F: 3 clusters Score -901232.2 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -902716.437500 Penalty: 4370.653320
	Iteration 1F: 3 clusters Score -902716.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -903102.250000 Penalty: 4370.653320
	Iteration 2F: 3 clusters Score -903102.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -903475.500000 Penalty: 4370.653320
	Iteration 3F: 3 clusters Score -903475.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -903917.875000 Penalty: 4370.653320
	Iteration 4F: 3 clusters Score -903917.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -904347.250000 Penalty: 4370.653320
	Iteration 5F: 3 clusters Score -904347.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -904632.875000 Penalty: 4370.653320
	Iteration 6F: 3 clusters Score -904632.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -904885.375000 Penalty: 4370.653320
	Iteration 7F: 3 clusters Score -904885.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -905059.312500 Penalty: 4370.653320
	Iteration 8Q: 3 clusters Score -905059.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -905177.000000 Penalty: 4370.653320
	Iteration 9Q: 3 clusters Score -905177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -905260.937500 Penalty: 4370.653320
	Iteration 10Q: 3 clusters Score -905260.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -905328.687500 Penalty: 4370.653320
	Iteration 11Q: 3 clusters Score -905328.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -905376.000000 Penalty: 4370.653320
	Iteration 12Q: 3 clusters Score -905376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -905412.000000 Penalty: 4370.653320
	Iteration 13Q: 3 clusters Score -905412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -905439.250000 Penalty: 4370.653320
	Iteration 14Q: 3 clusters Score -905439.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -905458.312500 Penalty: 4370.653320
	Iteration 15Q: 3 clusters Score -905458.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -905472.750000 Penalty: 4370.653320
	Iteration 16Q: 3 clusters Score -905472.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -905487.375000 Penalty: 4370.653320
	Iteration 17Q: 3 clusters Score -905487.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -905501.125000 Penalty: 4370.653320
	Iteration 18Q: 3 clusters Score -905501.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -905511.250000 Penalty: 4370.653320
	Iteration 19Q: 3 clusters Score -905511.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -905522.000000 Penalty: 4370.653320
	Iteration 20F: 3 clusters Score -905522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -905531.687500 Penalty: 4370.653320
	Iteration 21Q: 3 clusters Score -905531.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -905540.562500 Penalty: 4370.653320
	Iteration 22Q: 3 clusters Score -905540.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -905552.875000 Penalty: 4370.653320
	Iteration 23Q: 3 clusters Score -905552.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -905564.125000 Penalty: 4370.653320
	Iteration 24Q: 3 clusters Score -905564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -905565.687500 Penalty: 4370.653320
	Iteration 25Q: 3 clusters Score -905565.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -905569.937500 Penalty: 4370.653320
	Iteration 26Q: 3 clusters Score -905569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -905572.312500 Penalty: 4370.653320
	Iteration 27Q: 3 clusters Score -905572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -905573.937500 Penalty: 4370.653320
	Iteration 28Q: 3 clusters Score -905573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -905575.437500 Penalty: 4370.653320
	Iteration 29Q: 3 clusters Score -905575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -905576.062500 Penalty: 4370.653320
	Iteration 30Q: 3 clusters Score -905576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -905576.500000 Penalty: 4370.653320
	Iteration 31Q: 3 clusters Score -905576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -905577.625000 Penalty: 4370.653320
	Iteration 32Q: 3 clusters Score -905577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -905577.312500 Penalty: 4370.653320
	Iteration 33Q: 3 clusters Score -905577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -905579.312500 Penalty: 4370.653320
	Iteration 34Q: 3 clusters Score -905579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -905579.000000 Penalty: 4370.653320
	Iteration 35Q: 3 clusters Score -905579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -905579.437500 Penalty: 4370.653320
	Iteration 36Q: 3 clusters Score -905579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -905578.187500 Penalty: 4370.653320
	Iteration 37Q: 3 clusters Score -905578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -905578.187500 Penalty: 4370.653320
	Iteration 38F: 3 clusters Score -905578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -11238.209961 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -11238.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10445.666016 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -10445.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10514.793945 Penalty: 2378.712158
	Iteration 1F: 3 clusters Score -10514.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10533.574219 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -10533.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10533.574219 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -10533.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -896603.937500 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -896603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -890893.937500 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -890893.9 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -892418.250000 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -892418.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -892678.750000 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -892678.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -892832.500000 Penalty: 4381.252930
	Iteration 3Q: 3 clusters Score -892832.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -892934.250000 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -892934.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -893019.500000 Penalty: 4381.252930
	Iteration 5Q: 3 clusters Score -893019.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -893094.187500 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -893094.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -893159.000000 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -893159 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -893220.875000 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -893220.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -893275.812500 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -893275.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -893311.750000 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -893311.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -893346.812500 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -893346.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -893381.937500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -893381.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -893415.750000 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -893415.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -893443.812500 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -893443.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -893462.625000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -893462.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -893485.625000 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -893485.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -893510.000000 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -893510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -893529.250000 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -893529.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -893550.687500 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -893550.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -893574.500000 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -893574.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -893602.687500 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -893602.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -893643.312500 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -893643.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -893696.250000 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -893696.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -893752.812500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -893752.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -893808.687500 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -893808.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -893868.500000 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -893868.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -893921.125000 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -893921.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -893973.375000 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -893973.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -894034.125000 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -894034.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -894085.062500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -894085.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -894138.875000 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -894138.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -894201.937500 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -894201.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -894270.500000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -894270.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -894344.250000 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -894344.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -894410.000000 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -894410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -894478.500000 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -894478.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -894559.312500 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -894559.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -894628.937500 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -894628.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -894687.375000 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -894687.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -894745.750000 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -894745.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -894827.812500 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -894827.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -894908.687500 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -894908.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -894997.562500 Penalty: 4381.252930
	Iteration 43Q: 3 clusters Score -894997.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -895074.937500 Penalty: 4381.252930
	Iteration 44Q: 3 clusters Score -895074.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -895145.500000 Penalty: 4381.252930
	Iteration 45Q: 3 clusters Score -895145.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -895201.125000 Penalty: 4381.252930
	Iteration 46Q: 3 clusters Score -895201.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -895255.250000 Penalty: 4381.252930
	Iteration 47Q: 3 clusters Score -895255.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -895294.312500 Penalty: 4381.252930
	Iteration 48Q: 3 clusters Score -895294.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -895332.937500 Penalty: 4381.252930
	Iteration 49Q: 3 clusters Score -895332.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -895367.437500 Penalty: 4381.252930
	Iteration 50Q: 3 clusters Score -895367.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -895400.937500 Penalty: 4381.252930
	Iteration 51Q: 3 clusters Score -895400.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -895426.437500 Penalty: 4381.252930
	Iteration 52Q: 3 clusters Score -895426.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -895448.000000 Penalty: 4381.252930
	Iteration 53Q: 3 clusters Score -895448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -895464.312500 Penalty: 4381.252930
	Iteration 54Q: 3 clusters Score -895464.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -895476.187500 Penalty: 4381.252930
	Iteration 55Q: 3 clusters Score -895476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -895491.875000 Penalty: 4381.252930
	Iteration 56Q: 3 clusters Score -895491.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -895497.437500 Penalty: 4381.252930
	Iteration 57Q: 3 clusters Score -895497.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -895509.562500 Penalty: 4381.252930
	Iteration 58Q: 3 clusters Score -895509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -895515.875000 Penalty: 4381.252930
	Iteration 59Q: 3 clusters Score -895515.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -895559.875000 Penalty: 4381.252930
	Iteration 60F: 3 clusters Score -895559.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -895589.625000 Penalty: 4381.252930
	Iteration 61Q: 3 clusters Score -895589.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -895616.062500 Penalty: 4381.252930
	Iteration 62Q: 3 clusters Score -895616.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -895643.937500 Penalty: 4381.252930
	Iteration 63Q: 3 clusters Score -895643.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -895661.625000 Penalty: 4381.252930
	Iteration 64Q: 3 clusters Score -895661.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -895685.625000 Penalty: 4381.252930
	Iteration 65Q: 3 clusters Score -895685.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -895709.437500 Penalty: 4381.252930
	Iteration 66Q: 3 clusters Score -895709.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -895731.937500 Penalty: 4381.252930
	Iteration 67Q: 3 clusters Score -895731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -895741.937500 Penalty: 4381.252930
	Iteration 68Q: 3 clusters Score -895741.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -895752.125000 Penalty: 4381.252930
	Iteration 69Q: 3 clusters Score -895752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -895760.875000 Penalty: 4381.252930
	Iteration 70Q: 3 clusters Score -895760.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -895770.000000 Penalty: 4381.252930
	Iteration 71Q: 3 clusters Score -895770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -895782.125000 Penalty: 4381.252930
	Iteration 72Q: 3 clusters Score -895782.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -895793.375000 Penalty: 4381.252930
	Iteration 73Q: 3 clusters Score -895793.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -895804.937500 Penalty: 4381.252930
	Iteration 74Q: 3 clusters Score -895804.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -895808.687500 Penalty: 4381.252930
	Iteration 75Q: 3 clusters Score -895808.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -895816.500000 Penalty: 4381.252930
	Iteration 76Q: 3 clusters Score -895816.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -895821.687500 Penalty: 4381.252930
	Iteration 77Q: 3 clusters Score -895821.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -895829.375000 Penalty: 4381.252930
	Iteration 78Q: 3 clusters Score -895829.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -895834.625000 Penalty: 4381.252930
	Iteration 79Q: 3 clusters Score -895834.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -895840.312500 Penalty: 4381.252930
	Iteration 80F: 3 clusters Score -895840.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -895849.750000 Penalty: 4381.252930
	Iteration 81Q: 3 clusters Score -895849.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -895852.625000 Penalty: 4381.252930
	Iteration 82Q: 3 clusters Score -895852.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -895853.812500 Penalty: 4381.252930
	Iteration 83Q: 3 clusters Score -895853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -895854.750000 Penalty: 4381.252930
	Iteration 84Q: 3 clusters Score -895854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -895855.375000 Penalty: 4381.252930
	Iteration 85Q: 3 clusters Score -895855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -895856.625000 Penalty: 4381.252930
	Iteration 86Q: 3 clusters Score -895856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -895857.187500 Penalty: 4381.252930
	Iteration 87Q: 3 clusters Score -895857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -895857.250000 Penalty: 4381.252930
	Iteration 88Q: 3 clusters Score -895857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -895857.812500 Penalty: 4381.252930
	Iteration 89Q: 3 clusters Score -895857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -895859.000000 Penalty: 4381.252930
	Iteration 90Q: 3 clusters Score -895859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -895859.000000 Penalty: 4381.252930
	Iteration 91F: 3 clusters Score -895859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -155077.421875 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -155077.4 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 555 members 
Entering Unmasked Estep 
Score: -153014.718750 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -153014.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153322.156250 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -153322.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153411.468750 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -153411.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -153446.734375 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -153446.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153468.281250 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -153468.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153485.312500 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -153485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153504.875000 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -153504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153522.531250 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -153522.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153537.625000 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -153537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -153544.671875 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -153544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -153549.546875 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -153549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -153553.421875 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -153553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153556.703125 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -153556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153557.937500 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -153557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -153558.281250 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -153558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153559.562500 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -153559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -153560.953125 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -153561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -153563.125000 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -153563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153564.343750 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -153564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -153567.781250 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -153567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153570.531250 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -153570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153571.531250 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -153571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153571.531250 Penalty: 3501.996338
	Iteration 22F: 3 clusters Score -153571.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -256072.437500 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -256072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -253516.031250 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -253516 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -253920.953125 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -253921 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -254029.562500 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -254029.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -254090.703125 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -254090.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -254127.234375 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -254127.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -254156.718750 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -254156.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -254178.781250 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -254178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -254189.468750 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -254189.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -254202.546875 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -254202.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -254220.359375 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -254220.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -254228.781250 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -254228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -254234.453125 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -254234.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -254246.734375 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -254246.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -254259.515625 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -254259.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -254265.875000 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -254265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -254274.484375 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -254274.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -254284.015625 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -254284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -254288.078125 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -254288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -254290.265625 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -254290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -254290.265625 Penalty: 3746.169922
	Iteration 19F: 3 clusters Score -254290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (89218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Entering Unmasked Estep 
Score: -12033448.000000 Penalty: 2826.911865
	Iteration 0F: 2 clusters Score -1.203345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -11974492.000000 Penalty: 5653.823730
	Iteration 0F: 3 clusters Score -1.197449e+07 nChanged 41967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -11998449.000000 Penalty: 5653.823730
	Iteration 1F: 3 clusters Score -1.199845e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -11999204.000000 Penalty: 5653.823730
	Iteration 2Q: 3 clusters Score -1.19992e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -12000002.000000 Penalty: 5653.823730
	Iteration 3Q: 3 clusters Score -1.2e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -12001054.000000 Penalty: 5653.823730
	Iteration 4Q: 3 clusters Score -1.200105e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -12002476.000000 Penalty: 5653.823730
	Iteration 5Q: 3 clusters Score -1.200248e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -12004827.000000 Penalty: 5653.823730
	Iteration 6Q: 3 clusters Score -1.200483e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -12008386.000000 Penalty: 5653.823730
	Iteration 7F: 3 clusters Score -1.200839e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -12013644.000000 Penalty: 5653.823730
	Iteration 8F: 3 clusters Score -1.201364e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -12019794.000000 Penalty: 5653.823730
	Iteration 9F: 3 clusters Score -1.201979e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -12023813.000000 Penalty: 5653.823730
	Iteration 10F: 3 clusters Score -1.202381e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -12025434.000000 Penalty: 5653.823730
	Iteration 11Q: 3 clusters Score -1.202543e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -12026337.000000 Penalty: 5653.823730
	Iteration 12Q: 3 clusters Score -1.202634e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -12026976.000000 Penalty: 5653.823730
	Iteration 13Q: 3 clusters Score -1.202698e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -12027543.000000 Penalty: 5653.823730
	Iteration 14Q: 3 clusters Score -1.202754e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -12027859.000000 Penalty: 5653.823730
	Iteration 15Q: 3 clusters Score -1.202786e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -12028098.000000 Penalty: 5653.823730
	Iteration 16Q: 3 clusters Score -1.20281e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -12028288.000000 Penalty: 5653.823730
	Iteration 17Q: 3 clusters Score -1.202829e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -12028423.000000 Penalty: 5653.823730
	Iteration 18Q: 3 clusters Score -1.202842e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -12028508.000000 Penalty: 5653.823730
	Iteration 19Q: 3 clusters Score -1.202851e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -12028568.000000 Penalty: 5653.823730
	Iteration 20F: 3 clusters Score -1.202857e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -12028565.000000 Penalty: 5653.823730
	Iteration 21Q: 3 clusters Score -1.202856e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -12028593.000000 Penalty: 5653.823730
	Iteration 22Q: 3 clusters Score -1.202859e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -12028647.000000 Penalty: 5653.823730
	Iteration 23Q: 3 clusters Score -1.202865e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -12028677.000000 Penalty: 5653.823730
	Iteration 24Q: 3 clusters Score -1.202868e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -12028665.000000 Penalty: 5653.823730
	Iteration 25Q: 3 clusters Score -1.202866e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -12028679.000000 Penalty: 5653.823730
	Iteration 26Q: 3 clusters Score -1.202868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -12028725.000000 Penalty: 5653.823730
	Iteration 27Q: 3 clusters Score -1.202872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -12028738.000000 Penalty: 5653.823730
	Iteration 28Q: 3 clusters Score -1.202874e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -12028732.000000 Penalty: 5653.823730
	Iteration 29Q: 3 clusters Score -1.202873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -12028717.000000 Penalty: 5653.823730
	Iteration 30Q: 3 clusters Score -1.202872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -12028720.000000 Penalty: 5653.823730
	Iteration 31Q: 3 clusters Score -1.202872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -12028710.000000 Penalty: 5653.823730
	Iteration 32Q: 3 clusters Score -1.202871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -12028694.000000 Penalty: 5653.823730
	Iteration 33Q: 3 clusters Score -1.202869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -12028714.000000 Penalty: 5653.823730
	Iteration 34Q: 3 clusters Score -1.202871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -12028703.000000 Penalty: 5653.823730
	Iteration 35Q: 3 clusters Score -1.20287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -12028693.000000 Penalty: 5653.823730
	Iteration 36Q: 3 clusters Score -1.202869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -12028698.000000 Penalty: 5653.823730
	Iteration 37Q: 3 clusters Score -1.20287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -12028696.000000 Penalty: 5653.823730
	Iteration 38Q: 3 clusters Score -1.20287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -12028695.000000 Penalty: 5653.823730
	Iteration 39Q: 3 clusters Score -1.20287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -12028702.000000 Penalty: 5653.823730
	Iteration 40F: 3 clusters Score -1.20287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -12028697.000000 Penalty: 5653.823730
	Iteration 41Q: 3 clusters Score -1.20287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -12028712.000000 Penalty: 5653.823730
	Iteration 42Q: 3 clusters Score -1.202871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -12028704.000000 Penalty: 5653.823730
	Iteration 43Q: 3 clusters Score -1.20287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -12028710.000000 Penalty: 5653.823730
	Iteration 44Q: 3 clusters Score -1.202871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -12028700.000000 Penalty: 5653.823730
	Iteration 45Q: 3 clusters Score -1.20287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -12028701.000000 Penalty: 5653.823730
	Iteration 46Q: 3 clusters Score -1.20287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -12028694.000000 Penalty: 5653.823730
	Iteration 47Q: 3 clusters Score -1.202869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -12028686.000000 Penalty: 5653.823730
	Iteration 48Q: 3 clusters Score -1.202869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -12028677.000000 Penalty: 5653.823730
	Iteration 49Q: 3 clusters Score -1.202868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -12028676.000000 Penalty: 5653.823730
	Iteration 50Q: 3 clusters Score -1.202868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -12028680.000000 Penalty: 5653.823730
	Iteration 51Q: 3 clusters Score -1.202868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -12028674.000000 Penalty: 5653.823730
	Iteration 52Q: 3 clusters Score -1.202867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -12028674.000000 Penalty: 5653.823730
	Iteration 53F: 3 clusters Score -1.202867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38015.015625 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -38015.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38304.062500 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38304.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38405.886719 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -38405.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38443.929688 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -38443.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38478.621094 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -38478.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38529.875000 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -38529.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38620.863281 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -38620.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38705.398438 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -38705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38709.843750 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -38709.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38713.945312 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -38713.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38717.554688 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -38717.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38720.207031 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -38720.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38721.984375 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -38721.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38721.984375 Penalty: 2916.744385
	Iteration 13F: 3 clusters Score -38721.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -25609.193359 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -25609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24555.361328 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -24555.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24683.640625 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -24683.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24719.804688 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -24719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24736.074219 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -24736.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24750.242188 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -24750.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24754.457031 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -24754.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24754.457031 Penalty: 2728.624268
	Iteration 6F: 3 clusters Score -24754.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (112825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Entering Unmasked Estep 
Score: -15215273.000000 Penalty: 2885.131104
	Iteration 0F: 2 clusters Score -1.521527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -15139941.000000 Penalty: 5770.262207
	Iteration 0F: 3 clusters Score -1.513994e+07 nChanged 53374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -15170580.000000 Penalty: 5770.262207
	Iteration 1F: 3 clusters Score -1.517058e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -15171361.000000 Penalty: 5770.262207
	Iteration 2Q: 3 clusters Score -1.517136e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -15172274.000000 Penalty: 5770.262207
	Iteration 3Q: 3 clusters Score -1.517227e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -15173529.000000 Penalty: 5770.262207
	Iteration 4Q: 3 clusters Score -1.517353e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -15175205.000000 Penalty: 5770.262207
	Iteration 5Q: 3 clusters Score -1.51752e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -15177875.000000 Penalty: 5770.262207
	Iteration 6Q: 3 clusters Score -1.517788e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -15182249.000000 Penalty: 5770.262207
	Iteration 7F: 3 clusters Score -1.518225e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -15188454.000000 Penalty: 5770.262207
	Iteration 8F: 3 clusters Score -1.518845e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -15195150.000000 Penalty: 5770.262207
	Iteration 9F: 3 clusters Score -1.519515e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -15202433.000000 Penalty: 5770.262207
	Iteration 10F: 3 clusters Score -1.520243e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -15207752.000000 Penalty: 5770.262207
	Iteration 11Q: 3 clusters Score -1.520775e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 109579 members 
Entering Unmasked Estep 
Score: -15210447.000000 Penalty: 5770.262207
	Iteration 12Q: 3 clusters Score -1.521045e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -15211658.000000 Penalty: 5770.262207
	Iteration 13Q: 3 clusters Score -1.521166e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -15212147.000000 Penalty: 5770.262207
	Iteration 14Q: 3 clusters Score -1.521215e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -15212423.000000 Penalty: 5770.262207
	Iteration 15Q: 3 clusters Score -1.521242e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 112096 members 
Entering Unmasked Estep 
Score: -15212553.000000 Penalty: 5770.262207
	Iteration 16Q: 3 clusters Score -1.521255e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 112186 members 
Entering Unmasked Estep 
Score: -15212650.000000 Penalty: 5770.262207
	Iteration 17Q: 3 clusters Score -1.521265e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -15212688.000000 Penalty: 5770.262207
	Iteration 18Q: 3 clusters Score -1.521269e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 112291 members 
Entering Unmasked Estep 
Score: -15212718.000000 Penalty: 5770.262207
	Iteration 19Q: 3 clusters Score -1.521272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -15212737.000000 Penalty: 5770.262207
	Iteration 20F: 3 clusters Score -1.521274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -15212742.000000 Penalty: 5770.262207
	Iteration 21Q: 3 clusters Score -1.521274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 112333 members 
Entering Unmasked Estep 
Score: -15212762.000000 Penalty: 5770.262207
	Iteration 22Q: 3 clusters Score -1.521276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -15212770.000000 Penalty: 5770.262207
	Iteration 23Q: 3 clusters Score -1.521277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 112344 members 
Entering Unmasked Estep 
Score: -15212772.000000 Penalty: 5770.262207
	Iteration 24Q: 3 clusters Score -1.521277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -15212771.000000 Penalty: 5770.262207
	Iteration 25Q: 3 clusters Score -1.521277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 112351 members 
Entering Unmasked Estep 
Score: -15212767.000000 Penalty: 5770.262207
	Iteration 26Q: 3 clusters Score -1.521277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 112357 members 
Entering Unmasked Estep 
Score: -15212768.000000 Penalty: 5770.262207
	Iteration 27Q: 3 clusters Score -1.521277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -15212778.000000 Penalty: 5770.262207
	Iteration 28Q: 3 clusters Score -1.521278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -15212769.000000 Penalty: 5770.262207
	Iteration 29Q: 3 clusters Score -1.521277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 112362 members 
Entering Unmasked Estep 
Score: -15212774.000000 Penalty: 5770.262207
	Iteration 30Q: 3 clusters Score -1.521277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -15212783.000000 Penalty: 5770.262207
	Iteration 31Q: 3 clusters Score -1.521278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -15212775.000000 Penalty: 5770.262207
	Iteration 32Q: 3 clusters Score -1.521278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -15212781.000000 Penalty: 5770.262207
	Iteration 33Q: 3 clusters Score -1.521278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 112367 members 
Entering Unmasked Estep 
Score: -15212774.000000 Penalty: 5770.262207
	Iteration 34Q: 3 clusters Score -1.521277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -15212772.000000 Penalty: 5770.262207
	Iteration 35Q: 3 clusters Score -1.521277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -15212779.000000 Penalty: 5770.262207
	Iteration 36Q: 3 clusters Score -1.521278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -15212779.000000 Penalty: 5770.262207
	Iteration 37F: 3 clusters Score -1.521278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2392 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20039 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 96609 members 
Mstep: Class 14 contains 40671 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55341 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 89218 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 112825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780912.000000 Penalty: 81056.015625
Iteration 359Q: 26 clusters Score -6.278091e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20015 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 95311 members 
Mstep: Class 14 contains 40378 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55508 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1914 members 
Mstep: Class 23 contains 90537 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 113002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780732.000000 Penalty: 81056.015625
Iteration 360F: 26 clusters Score -6.278073e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 19986 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 93794 members 
Mstep: Class 14 contains 40103 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55699 members 
Mstep: Class 18 contains 6627 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6862 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 92023 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 113180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780452.000000 Penalty: 81056.015625
Iteration 361Q: 26 clusters Score -6.278045e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 19954 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 91991 members 
Mstep: Class 14 contains 39843 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55912 members 
Mstep: Class 18 contains 6576 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6876 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 93810 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 113323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780632.000000 Penalty: 81056.015625
Iteration 362Q: 26 clusters Score -6.278063e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 19920 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 89935 members 
Mstep: Class 14 contains 39578 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 56101 members 
Mstep: Class 18 contains 6533 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6897 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 95855 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 113451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780592.000000 Penalty: 81056.015625
Iteration 363Q: 26 clusters Score -6.278059e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19884 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 87745 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 56317 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 98192 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 113350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780872.000000 Penalty: 81056.015625
Iteration 364Q: 26 clusters Score -6.278087e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 85336 members 
Mstep: Class 14 contains 39131 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 56448 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 100447 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 113650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781092.000000 Penalty: 81056.015625
Iteration 365Q: 26 clusters Score -6.278109e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19828 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 82505 members 
Mstep: Class 14 contains 38947 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 56396 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6878 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 102308 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 114925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781788.000000 Penalty: 81056.015625
Iteration 366Q: 26 clusters Score -6.278179e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19825 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 79088 members 
Mstep: Class 14 contains 38840 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 56240 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 104106 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 116894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781920.000000 Penalty: 81056.015625
Iteration 367Q: 26 clusters Score -6.278192e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19809 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 74560 members 
Mstep: Class 14 contains 38765 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55950 members 
Mstep: Class 18 contains 6379 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6794 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 106255 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 119760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781652.000000 Penalty: 81056.015625
Iteration 368Q: 26 clusters Score -6.278165e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 68808 members 
Mstep: Class 14 contains 38755 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 55542 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 108822 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 123472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779712.000000 Penalty: 81056.015625
Iteration 369Q: 26 clusters Score -6.277971e+07 nChanged 13706
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 1388 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 61057 members 
Mstep: Class 14 contains 38827 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54971 members 
Mstep: Class 18 contains 6309 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6693 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 112215 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 128397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775264.000000 Penalty: 81056.015625
Iteration 370Q: 26 clusters Score -6.277526e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19871 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 51791 members 
Mstep: Class 14 contains 39123 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 54400 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 116030 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 134024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767028.000000 Penalty: 81056.015625
Iteration 371Q: 26 clusters Score -6.276703e+07 nChanged 14715
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19975 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 44500 members 
Mstep: Class 14 contains 39645 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 53872 members 
Mstep: Class 18 contains 6384 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 119980 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 136978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62758976.000000 Penalty: 81056.015625
Iteration 372Q: 26 clusters Score -6.275898e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20101 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 40713 members 
Mstep: Class 14 contains 40451 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 53342 members 
Mstep: Class 18 contains 6515 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 123687 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 136139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754984.000000 Penalty: 81056.015625
Iteration 373Q: 26 clusters Score -6.275498e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20201 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 38665 members 
Mstep: Class 14 contains 41365 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 52827 members 
Mstep: Class 18 contains 6646 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6536 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 127061 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 133839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753048.000000 Penalty: 81056.015625
Iteration 374Q: 26 clusters Score -6.275305e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20304 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 37417 members 
Mstep: Class 14 contains 42248 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 52393 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2060 members 
Mstep: Class 23 contains 130024 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 131122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752888.000000 Penalty: 81056.015625
Iteration 375Q: 26 clusters Score -6.275289e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 36638 members 
Mstep: Class 14 contains 43048 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 51950 members 
Mstep: Class 18 contains 6855 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2082 members 
Mstep: Class 23 contains 132540 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 128598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753256.000000 Penalty: 81056.015625
Iteration 376Q: 26 clusters Score -6.275326e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20468 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 36101 members 
Mstep: Class 14 contains 43744 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 51583 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 134638 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 126349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753880.000000 Penalty: 81056.015625
Iteration 377Q: 26 clusters Score -6.275388e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20530 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 35703 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 51287 members 
Mstep: Class 18 contains 7003 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6373 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 136376 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 124370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62754916.000000 Penalty: 81056.015625
Iteration 378Q: 26 clusters Score -6.275492e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20584 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 35409 members 
Mstep: Class 14 contains 44906 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 51013 members 
Mstep: Class 18 contains 7045 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6340 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 137808 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 122768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755956.000000 Penalty: 81056.015625
Iteration 379Q: 26 clusters Score -6.275596e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2460 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20621 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 35190 members 
Mstep: Class 14 contains 45344 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 50792 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 138951 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 121449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760772.000000 Penalty: 81056.015625
Iteration 380F: 26 clusters Score -6.276077e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20654 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 45694 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 50566 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6296 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 139943 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 127438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756304.000000 Penalty: 81056.015625
Iteration 381Q: 26 clusters Score -6.27563e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 21096 members 
Mstep: Class 14 contains 46262 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 50432 members 
Mstep: Class 18 contains 7225 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 141583 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 131825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752532.000000 Penalty: 81056.015625
Iteration 382Q: 26 clusters Score -6.275253e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3677 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20798 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 46957 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 50349 members 
Mstep: Class 18 contains 7353 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6266 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 143168 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 134446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750880.000000 Penalty: 81056.015625
Iteration 383Q: 26 clusters Score -6.275088e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20879 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 12149 members 
Mstep: Class 14 contains 47756 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 50239 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6253 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2200 members 
Mstep: Class 23 contains 144453 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 135826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750408.000000 Penalty: 81056.015625
Iteration 384Q: 26 clusters Score -6.275041e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 20943 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 9528 members 
Mstep: Class 14 contains 48591 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 50101 members 
Mstep: Class 18 contains 7548 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 145190 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 136681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750672.000000 Penalty: 81056.015625
Iteration 385Q: 26 clusters Score -6.275067e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3588 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 7765 members 
Mstep: Class 14 contains 49381 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 49915 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2214 members 
Mstep: Class 23 contains 145548 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62750900.000000 Penalty: 81056.015625
Iteration 386Q: 26 clusters Score -6.27509e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 50166 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 49694 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 145632 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751204.000000 Penalty: 81056.015625
Iteration 387Q: 26 clusters Score -6.27512e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21114 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 50964 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 49468 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2206 members 
Mstep: Class 23 contains 145615 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751316.000000 Penalty: 81056.015625
Iteration 388Q: 26 clusters Score -6.275132e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21189 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 51718 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 49241 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 145429 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751448.000000 Penalty: 81056.015625
Iteration 389Q: 26 clusters Score -6.275145e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21261 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 52407 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 49030 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2206 members 
Mstep: Class 23 contains 145153 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751452.000000 Penalty: 81056.015625
Iteration 390Q: 26 clusters Score -6.275145e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21322 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 53037 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 48856 members 
Mstep: Class 18 contains 8116 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6213 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 144857 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751600.000000 Penalty: 81056.015625
Iteration 391Q: 26 clusters Score -6.27516e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21361 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 53649 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 48692 members 
Mstep: Class 18 contains 8187 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 144545 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751692.000000 Penalty: 81056.015625
Iteration 392Q: 26 clusters Score -6.275169e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21384 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 54261 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 48542 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6196 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 144210 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751680.000000 Penalty: 81056.015625
Iteration 393Q: 26 clusters Score -6.275168e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21410 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 54845 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 48419 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6196 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 143858 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 136985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751832.000000 Penalty: 81056.015625
Iteration 394Q: 26 clusters Score -6.275183e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21431 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 55396 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 48337 members 
Mstep: Class 18 contains 8370 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 143448 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 136940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751856.000000 Penalty: 81056.015625
Iteration 395Q: 26 clusters Score -6.275186e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21441 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 55914 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 48230 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 143030 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 136973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752052.000000 Penalty: 81056.015625
Iteration 396Q: 26 clusters Score -6.275205e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1408 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 56374 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 48143 members 
Mstep: Class 18 contains 8421 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6193 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 142580 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62751988.000000 Penalty: 81056.015625
Iteration 397Q: 26 clusters Score -6.275199e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 56820 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 48073 members 
Mstep: Class 18 contains 8444 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 142138 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752324.000000 Penalty: 81056.015625
Iteration 398Q: 26 clusters Score -6.275232e+07 nChanged 1214
Entering ConstructFrom: 
Score: -62752324.000000 Penalty: 81056.015625
Entering ConstructFrom: 
Trying to split cluster 1 (32971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Entering Unmasked Estep 
Score: -4501068.500000 Penalty: 2580.039062
	Iteration 0F: 2 clusters Score -4501068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4478467.000000 Penalty: 5160.078125
	Iteration 0F: 3 clusters Score -4478467 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4486879.000000 Penalty: 5160.078125
	Iteration 1F: 3 clusters Score -4486879 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4487320.000000 Penalty: 5160.078125
	Iteration 2Q: 3 clusters Score -4487320 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4487734.500000 Penalty: 5160.078125
	Iteration 3Q: 3 clusters Score -4487734 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4488052.500000 Penalty: 5160.078125
	Iteration 4Q: 3 clusters Score -4488052 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4488357.500000 Penalty: 5160.078125
	Iteration 5Q: 3 clusters Score -4488358 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4488714.000000 Penalty: 5160.078125
	Iteration 6Q: 3 clusters Score -4488714 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4489050.500000 Penalty: 5160.078125
	Iteration 7Q: 3 clusters Score -4489050 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4489433.500000 Penalty: 5160.078125
	Iteration 8Q: 3 clusters Score -4489434 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -4489943.000000 Penalty: 5160.078125
	Iteration 9Q: 3 clusters Score -4489943 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4490701.000000 Penalty: 5160.078125
	Iteration 10Q: 3 clusters Score -4490701 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4491694.500000 Penalty: 5160.078125
	Iteration 11Q: 3 clusters Score -4491694 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4492902.500000 Penalty: 5160.078125
	Iteration 12Q: 3 clusters Score -4492902 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4494054.000000 Penalty: 5160.078125
	Iteration 13F: 3 clusters Score -4494054 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4494895.500000 Penalty: 5160.078125
	Iteration 14Q: 3 clusters Score -4494896 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -4495291.000000 Penalty: 5160.078125
	Iteration 15Q: 3 clusters Score -4495291 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4495546.500000 Penalty: 5160.078125
	Iteration 16Q: 3 clusters Score -4495546 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4495740.000000 Penalty: 5160.078125
	Iteration 17Q: 3 clusters Score -4495740 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4495882.000000 Penalty: 5160.078125
	Iteration 18Q: 3 clusters Score -4495882 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4496002.000000 Penalty: 5160.078125
	Iteration 19Q: 3 clusters Score -4496002 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4496123.000000 Penalty: 5160.078125
	Iteration 20F: 3 clusters Score -4496123 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4496231.500000 Penalty: 5160.078125
	Iteration 21Q: 3 clusters Score -4496232 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4496330.000000 Penalty: 5160.078125
	Iteration 22Q: 3 clusters Score -4496330 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4496420.000000 Penalty: 5160.078125
	Iteration 23Q: 3 clusters Score -4496420 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -4496483.500000 Penalty: 5160.078125
	Iteration 24Q: 3 clusters Score -4496484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4496559.500000 Penalty: 5160.078125
	Iteration 25Q: 3 clusters Score -4496560 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4496625.500000 Penalty: 5160.078125
	Iteration 26Q: 3 clusters Score -4496626 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4496699.000000 Penalty: 5160.078125
	Iteration 27Q: 3 clusters Score -4496699 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4496793.000000 Penalty: 5160.078125
	Iteration 28Q: 3 clusters Score -4496793 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -4496833.500000 Penalty: 5160.078125
	Iteration 29Q: 3 clusters Score -4496834 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4496898.500000 Penalty: 5160.078125
	Iteration 30Q: 3 clusters Score -4496898 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4496949.000000 Penalty: 5160.078125
	Iteration 31Q: 3 clusters Score -4496949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4497002.000000 Penalty: 5160.078125
	Iteration 32Q: 3 clusters Score -4497002 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4497063.500000 Penalty: 5160.078125
	Iteration 33Q: 3 clusters Score -4497064 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -4497130.000000 Penalty: 5160.078125
	Iteration 34Q: 3 clusters Score -4497130 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4497186.500000 Penalty: 5160.078125
	Iteration 35Q: 3 clusters Score -4497186 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4497235.500000 Penalty: 5160.078125
	Iteration 36Q: 3 clusters Score -4497236 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4497296.000000 Penalty: 5160.078125
	Iteration 37Q: 3 clusters Score -4497296 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4497322.000000 Penalty: 5160.078125
	Iteration 38Q: 3 clusters Score -4497322 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4497359.500000 Penalty: 5160.078125
	Iteration 39Q: 3 clusters Score -4497360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4497400.500000 Penalty: 5160.078125
	Iteration 40F: 3 clusters Score -4497400 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4497447.000000 Penalty: 5160.078125
	Iteration 41Q: 3 clusters Score -4497447 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4497486.500000 Penalty: 5160.078125
	Iteration 42Q: 3 clusters Score -4497486 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4497541.000000 Penalty: 5160.078125
	Iteration 43Q: 3 clusters Score -4497541 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4497590.000000 Penalty: 5160.078125
	Iteration 44Q: 3 clusters Score -4497590 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4497634.000000 Penalty: 5160.078125
	Iteration 45Q: 3 clusters Score -4497634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4497669.500000 Penalty: 5160.078125
	Iteration 46Q: 3 clusters Score -4497670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4497708.500000 Penalty: 5160.078125
	Iteration 47Q: 3 clusters Score -4497708 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4497785.000000 Penalty: 5160.078125
	Iteration 48Q: 3 clusters Score -4497785 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4497841.000000 Penalty: 5160.078125
	Iteration 49Q: 3 clusters Score -4497841 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4497901.000000 Penalty: 5160.078125
	Iteration 50Q: 3 clusters Score -4497901 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4497963.000000 Penalty: 5160.078125
	Iteration 51Q: 3 clusters Score -4497963 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4498003.000000 Penalty: 5160.078125
	Iteration 52Q: 3 clusters Score -4498003 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4498075.500000 Penalty: 5160.078125
	Iteration 53Q: 3 clusters Score -4498076 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4498138.000000 Penalty: 5160.078125
	Iteration 54Q: 3 clusters Score -4498138 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4498202.000000 Penalty: 5160.078125
	Iteration 55Q: 3 clusters Score -4498202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4498260.000000 Penalty: 5160.078125
	Iteration 56Q: 3 clusters Score -4498260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4498314.500000 Penalty: 5160.078125
	Iteration 57Q: 3 clusters Score -4498314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4498345.500000 Penalty: 5160.078125
	Iteration 58Q: 3 clusters Score -4498346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4498396.500000 Penalty: 5160.078125
	Iteration 59Q: 3 clusters Score -4498396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4498438.000000 Penalty: 5160.078125
	Iteration 60F: 3 clusters Score -4498438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4498474.500000 Penalty: 5160.078125
	Iteration 61Q: 3 clusters Score -4498474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4498516.000000 Penalty: 5160.078125
	Iteration 62Q: 3 clusters Score -4498516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4498545.000000 Penalty: 5160.078125
	Iteration 63Q: 3 clusters Score -4498545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4498572.500000 Penalty: 5160.078125
	Iteration 64Q: 3 clusters Score -4498572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4498608.000000 Penalty: 5160.078125
	Iteration 65Q: 3 clusters Score -4498608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4498627.000000 Penalty: 5160.078125
	Iteration 66Q: 3 clusters Score -4498627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4498635.500000 Penalty: 5160.078125
	Iteration 67Q: 3 clusters Score -4498636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4498659.500000 Penalty: 5160.078125
	Iteration 68Q: 3 clusters Score -4498660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4498682.500000 Penalty: 5160.078125
	Iteration 69Q: 3 clusters Score -4498682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4498689.500000 Penalty: 5160.078125
	Iteration 70Q: 3 clusters Score -4498690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4498702.500000 Penalty: 5160.078125
	Iteration 71Q: 3 clusters Score -4498702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4498710.500000 Penalty: 5160.078125
	Iteration 72Q: 3 clusters Score -4498710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4498715.500000 Penalty: 5160.078125
	Iteration 73Q: 3 clusters Score -4498716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4498729.500000 Penalty: 5160.078125
	Iteration 74Q: 3 clusters Score -4498730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4498748.000000 Penalty: 5160.078125
	Iteration 75Q: 3 clusters Score -4498748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4498747.000000 Penalty: 5160.078125
	Iteration 76Q: 3 clusters Score -4498747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4498757.500000 Penalty: 5160.078125
	Iteration 77Q: 3 clusters Score -4498758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4498762.500000 Penalty: 5160.078125
	Iteration 78Q: 3 clusters Score -4498762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4498766.000000 Penalty: 5160.078125
	Iteration 79Q: 3 clusters Score -4498766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4498776.000000 Penalty: 5160.078125
	Iteration 80F: 3 clusters Score -4498776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4498779.500000 Penalty: 5160.078125
	Iteration 81Q: 3 clusters Score -4498780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4498790.000000 Penalty: 5160.078125
	Iteration 82Q: 3 clusters Score -4498790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4498799.500000 Penalty: 5160.078125
	Iteration 83Q: 3 clusters Score -4498800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4498805.000000 Penalty: 5160.078125
	Iteration 84Q: 3 clusters Score -4498805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4498808.500000 Penalty: 5160.078125
	Iteration 85Q: 3 clusters Score -4498808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4498804.000000 Penalty: 5160.078125
	Iteration 86Q: 3 clusters Score -4498804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4498812.000000 Penalty: 5160.078125
	Iteration 87Q: 3 clusters Score -4498812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4498817.500000 Penalty: 5160.078125
	Iteration 88Q: 3 clusters Score -4498818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4498819.500000 Penalty: 5160.078125
	Iteration 89Q: 3 clusters Score -4498820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4498822.500000 Penalty: 5160.078125
	Iteration 90Q: 3 clusters Score -4498822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4498825.000000 Penalty: 5160.078125
	Iteration 91Q: 3 clusters Score -4498825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4498831.000000 Penalty: 5160.078125
	Iteration 92Q: 3 clusters Score -4498831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4498834.000000 Penalty: 5160.078125
	Iteration 93Q: 3 clusters Score -4498834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4498841.000000 Penalty: 5160.078125
	Iteration 94Q: 3 clusters Score -4498841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4498845.000000 Penalty: 5160.078125
	Iteration 95Q: 3 clusters Score -4498845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4498846.000000 Penalty: 5160.078125
	Iteration 96Q: 3 clusters Score -4498846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4498848.500000 Penalty: 5160.078125
	Iteration 97Q: 3 clusters Score -4498848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4498849.000000 Penalty: 5160.078125
	Iteration 98Q: 3 clusters Score -4498849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4498854.000000 Penalty: 5160.078125
	Iteration 99Q: 3 clusters Score -4498854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4498858.000000 Penalty: 5160.078125
	Iteration 100F: 3 clusters Score -4498858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4498855.000000 Penalty: 5160.078125
	Iteration 101Q: 3 clusters Score -4498855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4498856.000000 Penalty: 5160.078125
	Iteration 102Q: 3 clusters Score -4498856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4498858.500000 Penalty: 5160.078125
	Iteration 103Q: 3 clusters Score -4498858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4498863.000000 Penalty: 5160.078125
	Iteration 104Q: 3 clusters Score -4498863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4498865.000000 Penalty: 5160.078125
	Iteration 105Q: 3 clusters Score -4498865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4498869.500000 Penalty: 5160.078125
	Iteration 106Q: 3 clusters Score -4498870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4498867.000000 Penalty: 5160.078125
	Iteration 107Q: 3 clusters Score -4498867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4498870.000000 Penalty: 5160.078125
	Iteration 108Q: 3 clusters Score -4498870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4498871.500000 Penalty: 5160.078125
	Iteration 109Q: 3 clusters Score -4498872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4498871.500000 Penalty: 5160.078125
	Iteration 110Q: 3 clusters Score -4498872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4498873.500000 Penalty: 5160.078125
	Iteration 111Q: 3 clusters Score -4498874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4498873.500000 Penalty: 5160.078125
	Iteration 112Q: 3 clusters Score -4498874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4498880.000000 Penalty: 5160.078125
	Iteration 113Q: 3 clusters Score -4498880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4498882.000000 Penalty: 5160.078125
	Iteration 114Q: 3 clusters Score -4498882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4498883.000000 Penalty: 5160.078125
	Iteration 115Q: 3 clusters Score -4498883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4498886.500000 Penalty: 5160.078125
	Iteration 116Q: 3 clusters Score -4498886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4498889.500000 Penalty: 5160.078125
	Iteration 117Q: 3 clusters Score -4498890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4498893.000000 Penalty: 5160.078125
	Iteration 118Q: 3 clusters Score -4498893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4498895.000000 Penalty: 5160.078125
	Iteration 119Q: 3 clusters Score -4498895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4498895.000000 Penalty: 5160.078125
	Iteration 120F: 3 clusters Score -4498895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -41677.902344 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -41677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40421.410156 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -40421.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40866.679688 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -40866.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41300.113281 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -41300.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41555.273438 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -41555.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41647.718750 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -41647.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41674.257812 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -41674.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41698.839844 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -41698.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41708.382812 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -41708.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41708.382812 Penalty: 2959.208984
	Iteration 8F: 3 clusters Score -41708.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 51 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 57257 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 48022 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 141702 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137226 members 
Entering Unmasked Estep 
Score: -62750660.000000 Penalty: 84298.257812
Splitting cluster 2 changes total score from -62752324.000000 to -62750660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -428831.031250 Penalty: 2013.315308
	Iteration 0F: 2 clusters Score -428831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -425385.750000 Penalty: 4026.630615
	Iteration 0F: 3 clusters Score -425385.8 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -426181.750000 Penalty: 4026.630615
	Iteration 1F: 3 clusters Score -426181.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -426372.656250 Penalty: 4026.630615
	Iteration 2F: 3 clusters Score -426372.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -426520.343750 Penalty: 4026.630615
	Iteration 3F: 3 clusters Score -426520.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -426634.062500 Penalty: 4026.630615
	Iteration 4Q: 3 clusters Score -426634.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -426735.593750 Penalty: 4026.630615
	Iteration 5Q: 3 clusters Score -426735.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -426815.187500 Penalty: 4026.630615
	Iteration 6Q: 3 clusters Score -426815.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -426874.375000 Penalty: 4026.630615
	Iteration 7Q: 3 clusters Score -426874.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -426918.375000 Penalty: 4026.630615
	Iteration 8Q: 3 clusters Score -426918.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -426962.937500 Penalty: 4026.630615
	Iteration 9Q: 3 clusters Score -426962.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -427002.187500 Penalty: 4026.630615
	Iteration 10Q: 3 clusters Score -427002.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -427028.250000 Penalty: 4026.630615
	Iteration 11Q: 3 clusters Score -427028.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -427049.875000 Penalty: 4026.630615
	Iteration 12Q: 3 clusters Score -427049.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -427068.687500 Penalty: 4026.630615
	Iteration 13Q: 3 clusters Score -427068.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -427082.875000 Penalty: 4026.630615
	Iteration 14Q: 3 clusters Score -427082.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -427098.968750 Penalty: 4026.630615
	Iteration 15Q: 3 clusters Score -427099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -427110.093750 Penalty: 4026.630615
	Iteration 16Q: 3 clusters Score -427110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -427119.375000 Penalty: 4026.630615
	Iteration 17Q: 3 clusters Score -427119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -427128.406250 Penalty: 4026.630615
	Iteration 18Q: 3 clusters Score -427128.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -427136.468750 Penalty: 4026.630615
	Iteration 19Q: 3 clusters Score -427136.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -427146.562500 Penalty: 4026.630615
	Iteration 20F: 3 clusters Score -427146.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -427154.718750 Penalty: 4026.630615
	Iteration 21Q: 3 clusters Score -427154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -427162.375000 Penalty: 4026.630615
	Iteration 22Q: 3 clusters Score -427162.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -427168.718750 Penalty: 4026.630615
	Iteration 23Q: 3 clusters Score -427168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -427172.218750 Penalty: 4026.630615
	Iteration 24Q: 3 clusters Score -427172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -427174.875000 Penalty: 4026.630615
	Iteration 25Q: 3 clusters Score -427174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -427178.343750 Penalty: 4026.630615
	Iteration 26Q: 3 clusters Score -427178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -427179.312500 Penalty: 4026.630615
	Iteration 27Q: 3 clusters Score -427179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -427182.812500 Penalty: 4026.630615
	Iteration 28Q: 3 clusters Score -427182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -427184.250000 Penalty: 4026.630615
	Iteration 29Q: 3 clusters Score -427184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -427184.250000 Penalty: 4026.630615
	Iteration 30F: 3 clusters Score -427184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -180548.859375 Penalty: 1798.685059
	Iteration 0F: 2 clusters Score -180548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178341.953125 Penalty: 3597.370117
	Iteration 0F: 3 clusters Score -178342 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178730.281250 Penalty: 3597.370117
	Iteration 1F: 3 clusters Score -178730.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -178869.921875 Penalty: 3597.370117
	Iteration 2F: 3 clusters Score -178869.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178954.656250 Penalty: 3597.370117
	Iteration 3Q: 3 clusters Score -178954.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179026.046875 Penalty: 3597.370117
	Iteration 4Q: 3 clusters Score -179026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -179088.781250 Penalty: 3597.370117
	Iteration 5Q: 3 clusters Score -179088.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179152.859375 Penalty: 3597.370117
	Iteration 6Q: 3 clusters Score -179152.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179219.796875 Penalty: 3597.370117
	Iteration 7Q: 3 clusters Score -179219.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179260.703125 Penalty: 3597.370117
	Iteration 8Q: 3 clusters Score -179260.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -179286.765625 Penalty: 3597.370117
	Iteration 9Q: 3 clusters Score -179286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179328.046875 Penalty: 3597.370117
	Iteration 10Q: 3 clusters Score -179328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -179359.546875 Penalty: 3597.370117
	Iteration 11Q: 3 clusters Score -179359.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179378.531250 Penalty: 3597.370117
	Iteration 12Q: 3 clusters Score -179378.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -179391.875000 Penalty: 3597.370117
	Iteration 13Q: 3 clusters Score -179391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179402.875000 Penalty: 3597.370117
	Iteration 14Q: 3 clusters Score -179402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179407.765625 Penalty: 3597.370117
	Iteration 15Q: 3 clusters Score -179407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179411.796875 Penalty: 3597.370117
	Iteration 16Q: 3 clusters Score -179411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179415.453125 Penalty: 3597.370117
	Iteration 17Q: 3 clusters Score -179415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179419.906250 Penalty: 3597.370117
	Iteration 18Q: 3 clusters Score -179419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179425.671875 Penalty: 3597.370117
	Iteration 19Q: 3 clusters Score -179425.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -179432.937500 Penalty: 3597.370117
	Iteration 20F: 3 clusters Score -179432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -179437.359375 Penalty: 3597.370117
	Iteration 21Q: 3 clusters Score -179437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -179439.562500 Penalty: 3597.370117
	Iteration 22Q: 3 clusters Score -179439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179443.937500 Penalty: 3597.370117
	Iteration 23Q: 3 clusters Score -179443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179445.750000 Penalty: 3597.370117
	Iteration 24Q: 3 clusters Score -179445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179447.984375 Penalty: 3597.370117
	Iteration 25Q: 3 clusters Score -179448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -179448.875000 Penalty: 3597.370117
	Iteration 26Q: 3 clusters Score -179448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -179448.875000 Penalty: 3597.370117
	Iteration 27F: 3 clusters Score -179448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -12585.184570 Penalty: 1165.719116
	Iteration 0F: 2 clusters Score -12585.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11753.658203 Penalty: 2331.438232
	Iteration 0F: 3 clusters Score -11753.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11768.757812 Penalty: 2331.438232
	Iteration 1Q: 3 clusters Score -11768.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11778.040039 Penalty: 2331.438232
	Iteration 2Q: 3 clusters Score -11778.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11778.040039 Penalty: 2331.438232
	Iteration 3F: 3 clusters Score -11778.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84436.085938 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84436.09 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84852.953125 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84852.95 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85132.437500 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85132.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85363.765625 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85363.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85600.789062 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -85600.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85812.656250 Penalty: 3291.429688
	Iteration 5F: 3 clusters Score -85812.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85948.906250 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -85948.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86061.648438 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -86061.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86132.992188 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -86132.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86154.742188 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -86154.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86159.687500 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -86159.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86164.820312 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -86164.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86176.132812 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -86176.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86178.882812 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -86178.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86180.343750 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -86180.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86180.343750 Penalty: 3291.429688
	Iteration 15F: 3 clusters Score -86180.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 57257 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 48022 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 141702 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137226 members 
Entering Unmasked Estep 
Score: -62750836.000000 Penalty: 84298.257812
Splitting cluster 6 changes total score from -62752324.000000 to -62750836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -358065.375000 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -358065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -355001.218750 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -355001.2 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355619.906250 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -355619.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -355829.843750 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -355829.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -355979.093750 Penalty: 3908.691406
	Iteration 3F: 3 clusters Score -355979.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356091.031250 Penalty: 3908.691406
	Iteration 4Q: 3 clusters Score -356091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -356172.062500 Penalty: 3908.691406
	Iteration 5Q: 3 clusters Score -356172.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -356226.031250 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -356226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -356281.093750 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -356281.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -356330.687500 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -356330.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -356382.218750 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -356382.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -356415.375000 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -356415.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -356436.843750 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -356436.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -356454.375000 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -356454.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -356469.156250 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -356469.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -356479.718750 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -356479.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -356494.156250 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -356494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -356505.812500 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -356505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -356515.062500 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -356515.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -356524.250000 Penalty: 3908.691406
	Iteration 18Q: 3 clusters Score -356524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -356531.531250 Penalty: 3908.691406
	Iteration 19Q: 3 clusters Score -356531.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -356540.875000 Penalty: 3908.691406
	Iteration 20F: 3 clusters Score -356540.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -356548.875000 Penalty: 3908.691406
	Iteration 21Q: 3 clusters Score -356548.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -356554.687500 Penalty: 3908.691406
	Iteration 22Q: 3 clusters Score -356554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -356557.437500 Penalty: 3908.691406
	Iteration 23Q: 3 clusters Score -356557.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -356562.656250 Penalty: 3908.691406
	Iteration 24Q: 3 clusters Score -356562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -356566.093750 Penalty: 3908.691406
	Iteration 25Q: 3 clusters Score -356566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -356567.437500 Penalty: 3908.691406
	Iteration 26Q: 3 clusters Score -356567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -356567.437500 Penalty: 3908.691406
	Iteration 27F: 3 clusters Score -356567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -374770.781250 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -374770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -371528.093750 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -371528.1 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -372227.031250 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -372227 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -372399.062500 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -372399.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -372513.125000 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -372513.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -372571.187500 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -372571.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -372612.281250 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -372612.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -372646.562500 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -372646.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -372677.875000 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -372677.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -372704.031250 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -372704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -372720.656250 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -372720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -372727.968750 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -372728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -372731.500000 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -372731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -372735.031250 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -372735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -372741.281250 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -372741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -372749.062500 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -372749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -372755.593750 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -372755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -372763.281250 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -372763.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -372768.312500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -372768.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -372771.843750 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -372771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -372777.062500 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -372777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -372784.406250 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -372784.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -372795.093750 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -372795.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -372805.093750 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -372805.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -372815.031250 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -372815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -372828.875000 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -372828.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -372844.031250 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -372844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -372855.468750 Penalty: 3958.939697
	Iteration 26Q: 3 clusters Score -372855.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -372861.875000 Penalty: 3958.939697
	Iteration 27Q: 3 clusters Score -372861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -372867.187500 Penalty: 3958.939697
	Iteration 28Q: 3 clusters Score -372867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -372870.468750 Penalty: 3958.939697
	Iteration 29Q: 3 clusters Score -372870.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -372877.656250 Penalty: 3958.939697
	Iteration 30Q: 3 clusters Score -372877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -372881.781250 Penalty: 3958.939697
	Iteration 31Q: 3 clusters Score -372881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -372887.062500 Penalty: 3958.939697
	Iteration 32Q: 3 clusters Score -372887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -372888.156250 Penalty: 3958.939697
	Iteration 33Q: 3 clusters Score -372888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -372890.312500 Penalty: 3958.939697
	Iteration 34Q: 3 clusters Score -372890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -372892.750000 Penalty: 3958.939697
	Iteration 35Q: 3 clusters Score -372892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372895.062500 Penalty: 3958.939697
	Iteration 36Q: 3 clusters Score -372895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -372896.843750 Penalty: 3958.939697
	Iteration 37Q: 3 clusters Score -372896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -372900.906250 Penalty: 3958.939697
	Iteration 38Q: 3 clusters Score -372900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -372902.656250 Penalty: 3958.939697
	Iteration 39Q: 3 clusters Score -372902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -372903.406250 Penalty: 3958.939697
	Iteration 40F: 3 clusters Score -372903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372904.281250 Penalty: 3958.939697
	Iteration 41Q: 3 clusters Score -372904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372905.000000 Penalty: 3958.939697
	Iteration 42Q: 3 clusters Score -372905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372905.000000 Penalty: 3958.939697
	Iteration 43F: 3 clusters Score -372905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -245945.093750 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -245945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243447.906250 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -243447.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243875.640625 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -243875.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243991.921875 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -243991.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -244046.078125 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -244046.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -244076.093750 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -244076.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -244097.000000 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -244097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244109.328125 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -244109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -244113.312500 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -244113.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244120.375000 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -244120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244124.968750 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -244125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244128.906250 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -244128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244133.796875 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -244133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -244134.656250 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -244134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -244135.687500 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -244135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -244135.937500 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -244135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244136.859375 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -244136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244137.625000 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -244137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244137.625000 Penalty: 3730.573730
	Iteration 17F: 3 clusters Score -244137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -75890.070312 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -75890.07 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: -74255.859375 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -74255.86 nChanged 159
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: -74648.031250 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -74648.03 nChanged 52
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: -74812.687500 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -74812.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74900.320312 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -74900.32 nChanged 23
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: -74973.226562 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -74973.23 nChanged 15
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: -75018.406250 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -75018.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75065.343750 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -75065.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75077.546875 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -75077.55 nChanged 6
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: -75094.789062 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -75094.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75106.078125 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -75106.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75114.289062 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -75114.29 nChanged 2
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: -75118.578125 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -75118.58 nChanged 1
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: -75119.945312 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -75119.95 nChanged 1
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: -75124.132812 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -75124.13 nChanged 2
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: -75132.710938 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -75132.71 nChanged 3
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: -75137.593750 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -75137.59 nChanged 0
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: -75137.593750 Penalty: 3207.978516
	Iteration 16F: 3 clusters Score -75137.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Entering Unmasked Estep 
Score: -2911537.750000 Penalty: 2473.665771
	Iteration 0F: 2 clusters Score -2911538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2896489.750000 Penalty: 4947.331543
	Iteration 0F: 3 clusters Score -2896490 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2901584.250000 Penalty: 4947.331543
	Iteration 1F: 3 clusters Score -2901584 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2901921.750000 Penalty: 4947.331543
	Iteration 2F: 3 clusters Score -2901922 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2902173.000000 Penalty: 4947.331543
	Iteration 3Q: 3 clusters Score -2902173 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2902358.750000 Penalty: 4947.331543
	Iteration 4Q: 3 clusters Score -2902359 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2902508.500000 Penalty: 4947.331543
	Iteration 5Q: 3 clusters Score -2902508 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2902668.750000 Penalty: 4947.331543
	Iteration 6Q: 3 clusters Score -2902669 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2902809.250000 Penalty: 4947.331543
	Iteration 7Q: 3 clusters Score -2902809 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2902938.750000 Penalty: 4947.331543
	Iteration 8Q: 3 clusters Score -2902939 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2903080.000000 Penalty: 4947.331543
	Iteration 9Q: 3 clusters Score -2903080 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2903231.000000 Penalty: 4947.331543
	Iteration 10Q: 3 clusters Score -2903231 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2903398.000000 Penalty: 4947.331543
	Iteration 11Q: 3 clusters Score -2903398 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2903647.500000 Penalty: 4947.331543
	Iteration 12Q: 3 clusters Score -2903648 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2903940 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2904353.500000 Penalty: 4947.331543
	Iteration 14Q: 3 clusters Score -2904354 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2904835.500000 Penalty: 4947.331543
	Iteration 15Q: 3 clusters Score -2904836 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2905251.250000 Penalty: 4947.331543
	Iteration 16Q: 3 clusters Score -2905251 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2905555.750000 Penalty: 4947.331543
	Iteration 17Q: 3 clusters Score -2905556 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2905693.500000 Penalty: 4947.331543
	Iteration 18Q: 3 clusters Score -2905694 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2905774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2905824.000000 Penalty: 4947.331543
	Iteration 20F: 3 clusters Score -2905824 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2905828.250000 Penalty: 4947.331543
	Iteration 21Q: 3 clusters Score -2905828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2905855.250000 Penalty: 4947.331543
	Iteration 22Q: 3 clusters Score -2905855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2905869.750000 Penalty: 4947.331543
	Iteration 23Q: 3 clusters Score -2905870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2905890.000000 Penalty: 4947.331543
	Iteration 24Q: 3 clusters Score -2905890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2905896.250000 Penalty: 4947.331543
	Iteration 25Q: 3 clusters Score -2905896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2905893.750000 Penalty: 4947.331543
	Iteration 26Q: 3 clusters Score -2905894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2905908.250000 Penalty: 4947.331543
	Iteration 27Q: 3 clusters Score -2905908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2905917.500000 Penalty: 4947.331543
	Iteration 28Q: 3 clusters Score -2905918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2905922.250000 Penalty: 4947.331543
	Iteration 29Q: 3 clusters Score -2905922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2905926.250000 Penalty: 4947.331543
	Iteration 30Q: 3 clusters Score -2905926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2905930.250000 Penalty: 4947.331543
	Iteration 31Q: 3 clusters Score -2905930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2905927.250000 Penalty: 4947.331543
	Iteration 32Q: 3 clusters Score -2905927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2905934.000000 Penalty: 4947.331543
	Iteration 33Q: 3 clusters Score -2905934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2905940.750000 Penalty: 4947.331543
	Iteration 34Q: 3 clusters Score -2905941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2905942.000000 Penalty: 4947.331543
	Iteration 35Q: 3 clusters Score -2905942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2905951.500000 Penalty: 4947.331543
	Iteration 36Q: 3 clusters Score -2905952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2905956.750000 Penalty: 4947.331543
	Iteration 37Q: 3 clusters Score -2905957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2905968.250000 Penalty: 4947.331543
	Iteration 38Q: 3 clusters Score -2905968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2905982.500000 Penalty: 4947.331543
	Iteration 39Q: 3 clusters Score -2905982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2905991.500000 Penalty: 4947.331543
	Iteration 40F: 3 clusters Score -2905992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2905990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2906006.250000 Penalty: 4947.331543
	Iteration 42Q: 3 clusters Score -2906006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2906018.500000 Penalty: 4947.331543
	Iteration 43Q: 3 clusters Score -2906018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2906031.500000 Penalty: 4947.331543
	Iteration 44Q: 3 clusters Score -2906032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2906039.500000 Penalty: 4947.331543
	Iteration 45Q: 3 clusters Score -2906040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2906041.750000 Penalty: 4947.331543
	Iteration 46Q: 3 clusters Score -2906042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2906046.000000 Penalty: 4947.331543
	Iteration 47Q: 3 clusters Score -2906046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2906059.000000 Penalty: 4947.331543
	Iteration 48Q: 3 clusters Score -2906059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2906067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2906079.500000 Penalty: 4947.331543
	Iteration 50Q: 3 clusters Score -2906080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2906096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2906112.500000 Penalty: 4947.331543
	Iteration 52Q: 3 clusters Score -2906112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2906122.750000 Penalty: 4947.331543
	Iteration 53Q: 3 clusters Score -2906123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2906141.000000 Penalty: 4947.331543
	Iteration 54Q: 3 clusters Score -2906141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2906154.500000 Penalty: 4947.331543
	Iteration 55Q: 3 clusters Score -2906154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2906171.000000 Penalty: 4947.331543
	Iteration 56Q: 3 clusters Score -2906171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2906202.250000 Penalty: 4947.331543
	Iteration 57Q: 3 clusters Score -2906202 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2906215.000000 Penalty: 4947.331543
	Iteration 58Q: 3 clusters Score -2906215 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2906242.750000 Penalty: 4947.331543
	Iteration 59Q: 3 clusters Score -2906243 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2906273.000000 Penalty: 4947.331543
	Iteration 60F: 3 clusters Score -2906273 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2906303.250000 Penalty: 4947.331543
	Iteration 61Q: 3 clusters Score -2906303 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2906339.250000 Penalty: 4947.331543
	Iteration 62Q: 3 clusters Score -2906339 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2906386.750000 Penalty: 4947.331543
	Iteration 63Q: 3 clusters Score -2906387 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2906428.250000 Penalty: 4947.331543
	Iteration 64Q: 3 clusters Score -2906428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2906487 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2906550 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2906596 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2906666 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2906728 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2906809.500000 Penalty: 4947.331543
	Iteration 70Q: 3 clusters Score -2906810 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2906900.500000 Penalty: 4947.331543
	Iteration 71Q: 3 clusters Score -2906900 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2906990 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2907091 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2907203.000000 Penalty: 4947.331543
	Iteration 74Q: 3 clusters Score -2907203 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2907314 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2907421 nChanged 302
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Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2907558.500000 Penalty: 4947.331543
	Iteration 77Q: 3 clusters Score -2907558 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2907713.500000 Penalty: 4947.331543
	Iteration 78Q: 3 clusters Score -2907714 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2907904.750000 Penalty: 4947.331543
	Iteration 79Q: 3 clusters Score -2907905 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2908066.500000 Penalty: 4947.331543
	Iteration 80F: 3 clusters Score -2908066 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2908268 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2908466.250000 Penalty: 4947.331543
	Iteration 82Q: 3 clusters Score -2908466 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2908658 nChanged 227
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Mstep: Class 1 contains 20030 members 
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Entering Unmasked Estep 
Score: -2908820.000000 Penalty: 4947.331543
	Iteration 84Q: 3 clusters Score -2908820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2908918 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2909031 nChanged 122
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Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2909115.000000 Penalty: 4947.331543
	Iteration 87Q: 3 clusters Score -2909115 nChanged 92
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Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2909164 nChanged 67
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Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2909204.750000 Penalty: 4947.331543
	Iteration 89Q: 3 clusters Score -2909205 nChanged 57
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Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2909233.750000 Penalty: 4947.331543
	Iteration 90Q: 3 clusters Score -2909234 nChanged 45
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Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2909258.250000 Penalty: 4947.331543
	Iteration 91Q: 3 clusters Score -2909258 nChanged 37
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Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2909285.000000 Penalty: 4947.331543
	Iteration 92Q: 3 clusters Score -2909285 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2909309.750000 Penalty: 4947.331543
	Iteration 93Q: 3 clusters Score -2909310 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2909331.000000 Penalty: 4947.331543
	Iteration 94Q: 3 clusters Score -2909331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2909345 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2909359.750000 Penalty: 4947.331543
	Iteration 96Q: 3 clusters Score -2909360 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2909369 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2909384.500000 Penalty: 4947.331543
	Iteration 98Q: 3 clusters Score -2909384 nChanged 23
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Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2909394.250000 Penalty: 4947.331543
	Iteration 99Q: 3 clusters Score -2909394 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2909411.250000 Penalty: 4947.331543
	Iteration 100F: 3 clusters Score -2909411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2909422.250000 Penalty: 4947.331543
	Iteration 101Q: 3 clusters Score -2909422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2909422.750000 Penalty: 4947.331543
	Iteration 102Q: 3 clusters Score -2909423 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2909428.250000 Penalty: 4947.331543
	Iteration 103Q: 3 clusters Score -2909428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2909425.000000 Penalty: 4947.331543
	Iteration 104Q: 3 clusters Score -2909425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2909428.000000 Penalty: 4947.331543
	Iteration 105Q: 3 clusters Score -2909428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2909435.000000 Penalty: 4947.331543
	Iteration 106Q: 3 clusters Score -2909435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2909438.250000 Penalty: 4947.331543
	Iteration 107Q: 3 clusters Score -2909438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2909441.750000 Penalty: 4947.331543
	Iteration 108Q: 3 clusters Score -2909442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2909448.500000 Penalty: 4947.331543
	Iteration 109Q: 3 clusters Score -2909448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2909447.500000 Penalty: 4947.331543
	Iteration 110Q: 3 clusters Score -2909448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2909453.750000 Penalty: 4947.331543
	Iteration 111Q: 3 clusters Score -2909454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2909454.000000 Penalty: 4947.331543
	Iteration 112Q: 3 clusters Score -2909454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2909456.750000 Penalty: 4947.331543
	Iteration 113Q: 3 clusters Score -2909457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2909460.500000 Penalty: 4947.331543
	Iteration 114Q: 3 clusters Score -2909460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2909461.500000 Penalty: 4947.331543
	Iteration 115Q: 3 clusters Score -2909462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2909463.500000 Penalty: 4947.331543
	Iteration 116Q: 3 clusters Score -2909464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2909464.750000 Penalty: 4947.331543
	Iteration 117Q: 3 clusters Score -2909465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2909464.750000 Penalty: 4947.331543
	Iteration 118F: 3 clusters Score -2909465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19225.199219 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19312.937500 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19312.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19361.144531 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -19361.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19383.408203 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -19383.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19402.843750 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19402.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19402.843750 Penalty: 2661.523926
	Iteration 5F: 3 clusters Score -19402.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -460610.750000 Penalty: 2019.880371
	Iteration 0F: 2 clusters Score -460610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -457025.343750 Penalty: 4039.760742
	Iteration 0F: 3 clusters Score -457025.3 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -457775.312500 Penalty: 4039.760742
	Iteration 1F: 3 clusters Score -457775.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457955.812500 Penalty: 4039.760742
	Iteration 2F: 3 clusters Score -457955.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -458052.718750 Penalty: 4039.760742
	Iteration 3Q: 3 clusters Score -458052.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -458112.187500 Penalty: 4039.760742
	Iteration 4Q: 3 clusters Score -458112.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -458157.156250 Penalty: 4039.760742
	Iteration 5Q: 3 clusters Score -458157.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -458197.562500 Penalty: 4039.760742
	Iteration 6Q: 3 clusters Score -458197.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -458233.718750 Penalty: 4039.760742
	Iteration 7Q: 3 clusters Score -458233.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -458256.750000 Penalty: 4039.760742
	Iteration 8Q: 3 clusters Score -458256.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -458272.812500 Penalty: 4039.760742
	Iteration 9Q: 3 clusters Score -458272.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -458288.156250 Penalty: 4039.760742
	Iteration 10Q: 3 clusters Score -458288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -458299.156250 Penalty: 4039.760742
	Iteration 11Q: 3 clusters Score -458299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -458312.437500 Penalty: 4039.760742
	Iteration 12Q: 3 clusters Score -458312.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -458320.750000 Penalty: 4039.760742
	Iteration 13Q: 3 clusters Score -458320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -458330.843750 Penalty: 4039.760742
	Iteration 14Q: 3 clusters Score -458330.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -458344.875000 Penalty: 4039.760742
	Iteration 15Q: 3 clusters Score -458344.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -458356.031250 Penalty: 4039.760742
	Iteration 16Q: 3 clusters Score -458356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -458364.843750 Penalty: 4039.760742
	Iteration 17Q: 3 clusters Score -458364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -458375.593750 Penalty: 4039.760742
	Iteration 18Q: 3 clusters Score -458375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -458382.687500 Penalty: 4039.760742
	Iteration 19Q: 3 clusters Score -458382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -458387.593750 Penalty: 4039.760742
	Iteration 20F: 3 clusters Score -458387.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -458394.031250 Penalty: 4039.760742
	Iteration 21Q: 3 clusters Score -458394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -458397.562500 Penalty: 4039.760742
	Iteration 22Q: 3 clusters Score -458397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -458401.093750 Penalty: 4039.760742
	Iteration 23Q: 3 clusters Score -458401.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -458404.718750 Penalty: 4039.760742
	Iteration 24Q: 3 clusters Score -458404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -458407.375000 Penalty: 4039.760742
	Iteration 25Q: 3 clusters Score -458407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -458410.875000 Penalty: 4039.760742
	Iteration 26Q: 3 clusters Score -458410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -458411.000000 Penalty: 4039.760742
	Iteration 27Q: 3 clusters Score -458411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -458411.843750 Penalty: 4039.760742
	Iteration 28Q: 3 clusters Score -458411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -458411.843750 Penalty: 4039.760742
	Iteration 29F: 3 clusters Score -458411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Entering Unmasked Estep 
Score: -7710527.000000 Penalty: 2716.915771
	Iteration 0F: 2 clusters Score -7710527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -7672096.000000 Penalty: 5433.831543
	Iteration 0F: 3 clusters Score -7672096 nChanged 26580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7686832.000000 Penalty: 5433.831543
	Iteration 1F: 3 clusters Score -7686832 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7687456.000000 Penalty: 5433.831543
	Iteration 2Q: 3 clusters Score -7687456 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7687947.000000 Penalty: 5433.831543
	Iteration 3Q: 3 clusters Score -7687947 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -7688590.000000 Penalty: 5433.831543
	Iteration 4Q: 3 clusters Score -7688590 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7689298.000000 Penalty: 5433.831543
	Iteration 5Q: 3 clusters Score -7689298 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -7690112.500000 Penalty: 5433.831543
	Iteration 6Q: 3 clusters Score -7690112 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -7691399.500000 Penalty: 5433.831543
	Iteration 7Q: 3 clusters Score -7691400 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -7692966.500000 Penalty: 5433.831543
	Iteration 8F: 3 clusters Score -7692966 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7695002.000000 Penalty: 5433.831543
	Iteration 9F: 3 clusters Score -7695002 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7697272.000000 Penalty: 5433.831543
	Iteration 10F: 3 clusters Score -7697272 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7699280.000000 Penalty: 5433.831543
	Iteration 11F: 3 clusters Score -7699280 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -7700647.000000 Penalty: 5433.831543
	Iteration 12Q: 3 clusters Score -7700647 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -7701489.000000 Penalty: 5433.831543
	Iteration 13Q: 3 clusters Score -7701489 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -7702151.500000 Penalty: 5433.831543
	Iteration 14Q: 3 clusters Score -7702152 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -7702838.500000 Penalty: 5433.831543
	Iteration 15Q: 3 clusters Score -7702838 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -7703498.500000 Penalty: 5433.831543
	Iteration 16Q: 3 clusters Score -7703498 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -7704159.000000 Penalty: 5433.831543
	Iteration 17Q: 3 clusters Score -7704159 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -7704799.000000 Penalty: 5433.831543
	Iteration 18Q: 3 clusters Score -7704799 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -7705538.000000 Penalty: 5433.831543
	Iteration 19Q: 3 clusters Score -7705538 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -7706295.500000 Penalty: 5433.831543
	Iteration 20F: 3 clusters Score -7706296 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7706964.500000 Penalty: 5433.831543
	Iteration 21Q: 3 clusters Score -7706964 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -7707517.500000 Penalty: 5433.831543
	Iteration 22Q: 3 clusters Score -7707518 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -7707928.000000 Penalty: 5433.831543
	Iteration 23Q: 3 clusters Score -7707928 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7708266.000000 Penalty: 5433.831543
	Iteration 24Q: 3 clusters Score -7708266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -7708497.500000 Penalty: 5433.831543
	Iteration 25Q: 3 clusters Score -7708498 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -7708664.000000 Penalty: 5433.831543
	Iteration 26Q: 3 clusters Score -7708664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -7708817.500000 Penalty: 5433.831543
	Iteration 27Q: 3 clusters Score -7708818 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -7708934.000000 Penalty: 5433.831543
	Iteration 28Q: 3 clusters Score -7708934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -7708998.500000 Penalty: 5433.831543
	Iteration 29Q: 3 clusters Score -7708998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -7709034.000000 Penalty: 5433.831543
	Iteration 30Q: 3 clusters Score -7709034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -7709058.500000 Penalty: 5433.831543
	Iteration 31Q: 3 clusters Score -7709058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7709097.000000 Penalty: 5433.831543
	Iteration 32Q: 3 clusters Score -7709097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7709103.000000 Penalty: 5433.831543
	Iteration 33Q: 3 clusters Score -7709103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -7709122.000000 Penalty: 5433.831543
	Iteration 34Q: 3 clusters Score -7709122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -7709119.000000 Penalty: 5433.831543
	Iteration 35Q: 3 clusters Score -7709119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -7709119.500000 Penalty: 5433.831543
	Iteration 36Q: 3 clusters Score -7709120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -7709110.500000 Penalty: 5433.831543
	Iteration 37Q: 3 clusters Score -7709110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -7709133.000000 Penalty: 5433.831543
	Iteration 38Q: 3 clusters Score -7709133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7709126.500000 Penalty: 5433.831543
	Iteration 39Q: 3 clusters Score -7709126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -7709198.500000 Penalty: 5433.831543
	Iteration 40F: 3 clusters Score -7709198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -7709238.500000 Penalty: 5433.831543
	Iteration 41Q: 3 clusters Score -7709238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -7709260.000000 Penalty: 5433.831543
	Iteration 42Q: 3 clusters Score -7709260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7709284.500000 Penalty: 5433.831543
	Iteration 43Q: 3 clusters Score -7709284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -7709283.500000 Penalty: 5433.831543
	Iteration 44Q: 3 clusters Score -7709284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7709303.000000 Penalty: 5433.831543
	Iteration 45Q: 3 clusters Score -7709303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7709314.500000 Penalty: 5433.831543
	Iteration 46Q: 3 clusters Score -7709314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -7709333.000000 Penalty: 5433.831543
	Iteration 47Q: 3 clusters Score -7709333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -7709354.000000 Penalty: 5433.831543
	Iteration 48Q: 3 clusters Score -7709354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -7709353.500000 Penalty: 5433.831543
	Iteration 49Q: 3 clusters Score -7709354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -7709358.000000 Penalty: 5433.831543
	Iteration 50Q: 3 clusters Score -7709358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7709357.500000 Penalty: 5433.831543
	Iteration 51Q: 3 clusters Score -7709358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -7709357.000000 Penalty: 5433.831543
	Iteration 52Q: 3 clusters Score -7709357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7709354.000000 Penalty: 5433.831543
	Iteration 53Q: 3 clusters Score -7709354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -7709350.500000 Penalty: 5433.831543
	Iteration 54Q: 3 clusters Score -7709350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -7709350.500000 Penalty: 5433.831543
	Iteration 55Q: 3 clusters Score -7709350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -7709350.000000 Penalty: 5433.831543
	Iteration 56Q: 3 clusters Score -7709350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7709348.500000 Penalty: 5433.831543
	Iteration 57Q: 3 clusters Score -7709348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -7709350.500000 Penalty: 5433.831543
	Iteration 58Q: 3 clusters Score -7709350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -7709352.000000 Penalty: 5433.831543
	Iteration 59Q: 3 clusters Score -7709352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7709357.500000 Penalty: 5433.831543
	Iteration 60F: 3 clusters Score -7709358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7709363.500000 Penalty: 5433.831543
	Iteration 61Q: 3 clusters Score -7709364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -7709363.000000 Penalty: 5433.831543
	Iteration 62Q: 3 clusters Score -7709363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -7709360.500000 Penalty: 5433.831543
	Iteration 63Q: 3 clusters Score -7709360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -7709369.500000 Penalty: 5433.831543
	Iteration 64Q: 3 clusters Score -7709370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -7709374.500000 Penalty: 5433.831543
	Iteration 65Q: 3 clusters Score -7709374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7709375.500000 Penalty: 5433.831543
	Iteration 66Q: 3 clusters Score -7709376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -7709379.000000 Penalty: 5433.831543
	Iteration 67Q: 3 clusters Score -7709379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -7709379.500000 Penalty: 5433.831543
	Iteration 68Q: 3 clusters Score -7709380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -7709379.500000 Penalty: 5433.831543
	Iteration 69F: 3 clusters Score -7709380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -109225.187500 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -109225.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107393.250000 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -107393.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107720.296875 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -107720.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107880.664062 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -107880.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108033.937500 Penalty: 3384.349854
	Iteration 3F: 3 clusters Score -108033.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108287.046875 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -108287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108439.703125 Penalty: 3384.349854
	Iteration 5F: 3 clusters Score -108439.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108576.882812 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -108576.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108771.757812 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -108771.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108976.039062 Penalty: 3384.349854
	Iteration 8F: 3 clusters Score -108976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -109059.796875 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -109059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109120.078125 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -109120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109150.375000 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -109150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109175.023438 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -109175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109183.789062 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -109183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -109188.242188 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -109188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109191.546875 Penalty: 3384.349854
	Iteration 15Q: 3 clusters Score -109191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109191.546875 Penalty: 3384.349854
	Iteration 16F: 3 clusters Score -109191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Entering Unmasked Estep 
Score: -6294264.500000 Penalty: 2673.294678
	Iteration 0F: 2 clusters Score -6294264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -6262099.500000 Penalty: 5346.589355
	Iteration 0F: 3 clusters Score -6262100 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -6274228.500000 Penalty: 5346.589355
	Iteration 1F: 3 clusters Score -6274228 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6274650.500000 Penalty: 5346.589355
	Iteration 2Q: 3 clusters Score -6274650 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6275017.500000 Penalty: 5346.589355
	Iteration 3Q: 3 clusters Score -6275018 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -6275382.000000 Penalty: 5346.589355
	Iteration 4Q: 3 clusters Score -6275382 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -6275727.000000 Penalty: 5346.589355
	Iteration 5Q: 3 clusters Score -6275727 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -6276112.000000 Penalty: 5346.589355
	Iteration 6Q: 3 clusters Score -6276112 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -6276541.000000 Penalty: 5346.589355
	Iteration 7Q: 3 clusters Score -6276541 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -6277149.500000 Penalty: 5346.589355
	Iteration 8Q: 3 clusters Score -6277150 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -6278020.000000 Penalty: 5346.589355
	Iteration 9Q: 3 clusters Score -6278020 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -6279373.000000 Penalty: 5346.589355
	Iteration 10F: 3 clusters Score -6279373 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6281475.500000 Penalty: 5346.589355
	Iteration 11F: 3 clusters Score -6281476 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -6284133.500000 Penalty: 5346.589355
	Iteration 12F: 3 clusters Score -6284134 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -6287030.500000 Penalty: 5346.589355
	Iteration 13F: 3 clusters Score -6287030 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6289421.500000 Penalty: 5346.589355
	Iteration 14F: 3 clusters Score -6289422 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6290837.500000 Penalty: 5346.589355
	Iteration 15Q: 3 clusters Score -6290838 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6291429.500000 Penalty: 5346.589355
	Iteration 16Q: 3 clusters Score -6291430 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6291695.000000 Penalty: 5346.589355
	Iteration 17Q: 3 clusters Score -6291695 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6291851.500000 Penalty: 5346.589355
	Iteration 18Q: 3 clusters Score -6291852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6291928.000000 Penalty: 5346.589355
	Iteration 19Q: 3 clusters Score -6291928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6291944.500000 Penalty: 5346.589355
	Iteration 20F: 3 clusters Score -6291944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6291960.000000 Penalty: 5346.589355
	Iteration 21Q: 3 clusters Score -6291960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6291973.000000 Penalty: 5346.589355
	Iteration 22Q: 3 clusters Score -6291973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6291987.500000 Penalty: 5346.589355
	Iteration 23Q: 3 clusters Score -6291988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6291991.500000 Penalty: 5346.589355
	Iteration 24Q: 3 clusters Score -6291992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6291994.000000 Penalty: 5346.589355
	Iteration 25Q: 3 clusters Score -6291994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6291996.500000 Penalty: 5346.589355
	Iteration 26Q: 3 clusters Score -6291996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6291997.500000 Penalty: 5346.589355
	Iteration 27Q: 3 clusters Score -6291998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6291997.500000 Penalty: 5346.589355
	Iteration 28F: 3 clusters Score -6291998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Entering Unmasked Estep 
Score: -1145207.625000 Penalty: 2242.689941
	Iteration 0F: 2 clusters Score -1145208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1138492.000000 Penalty: 4485.379883
	Iteration 0F: 3 clusters Score -1138492 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1140468.875000 Penalty: 4485.379883
	Iteration 1F: 3 clusters Score -1140469 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1141000.500000 Penalty: 4485.379883
	Iteration 2F: 3 clusters Score -1141000 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1141577.625000 Penalty: 4485.379883
	Iteration 3F: 3 clusters Score -1141578 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1142330.125000 Penalty: 4485.379883
	Iteration 4F: 3 clusters Score -1142330 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1143010.250000 Penalty: 4485.379883
	Iteration 5F: 3 clusters Score -1143010 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1143511.625000 Penalty: 4485.379883
	Iteration 6F: 3 clusters Score -1143512 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1143843.875000 Penalty: 4485.379883
	Iteration 7Q: 3 clusters Score -1143844 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1144039.625000 Penalty: 4485.379883
	Iteration 8Q: 3 clusters Score -1144040 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1144147.375000 Penalty: 4485.379883
	Iteration 9Q: 3 clusters Score -1144147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1144210.250000 Penalty: 4485.379883
	Iteration 10Q: 3 clusters Score -1144210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1144246.125000 Penalty: 4485.379883
	Iteration 11Q: 3 clusters Score -1144246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1144265.625000 Penalty: 4485.379883
	Iteration 12Q: 3 clusters Score -1144266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1144275.875000 Penalty: 4485.379883
	Iteration 13Q: 3 clusters Score -1144276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1144279.250000 Penalty: 4485.379883
	Iteration 14Q: 3 clusters Score -1144279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1144287.250000 Penalty: 4485.379883
	Iteration 15Q: 3 clusters Score -1144287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1144292.375000 Penalty: 4485.379883
	Iteration 16Q: 3 clusters Score -1144292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1144298.750000 Penalty: 4485.379883
	Iteration 17Q: 3 clusters Score -1144299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1144304.000000 Penalty: 4485.379883
	Iteration 18Q: 3 clusters Score -1144304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1144307.375000 Penalty: 4485.379883
	Iteration 19Q: 3 clusters Score -1144307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1144306.375000 Penalty: 4485.379883
	Iteration 20F: 3 clusters Score -1144306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1144308.750000 Penalty: 4485.379883
	Iteration 21Q: 3 clusters Score -1144309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1144309.125000 Penalty: 4485.379883
	Iteration 22Q: 3 clusters Score -1144309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1144308.500000 Penalty: 4485.379883
	Iteration 23Q: 3 clusters Score -1144308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1144308.500000 Penalty: 4485.379883
	Iteration 24F: 3 clusters Score -1144308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -11238.209961 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -11238.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10457.521484 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -10457.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10498.363281 Penalty: 2378.712158
	Iteration 1F: 3 clusters Score -10498.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10512.973633 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -10512.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10512.973633 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -10512.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Entering Unmasked Estep 
Score: -808709.875000 Penalty: 2165.371582
	Iteration 0F: 2 clusters Score -808709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -803411.062500 Penalty: 4330.743164
	Iteration 0F: 3 clusters Score -803411.1 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -804703.375000 Penalty: 4330.743164
	Iteration 1F: 3 clusters Score -804703.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -805018.875000 Penalty: 4330.743164
	Iteration 2F: 3 clusters Score -805018.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -805240.500000 Penalty: 4330.743164
	Iteration 3F: 3 clusters Score -805240.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -805454.687500 Penalty: 4330.743164
	Iteration 4F: 3 clusters Score -805454.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -805644.500000 Penalty: 4330.743164
	Iteration 5Q: 3 clusters Score -805644.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -805860.125000 Penalty: 4330.743164
	Iteration 6Q: 3 clusters Score -805860.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -806123.937500 Penalty: 4330.743164
	Iteration 7Q: 3 clusters Score -806123.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -806467.625000 Penalty: 4330.743164
	Iteration 8F: 3 clusters Score -806467.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -806840.187500 Penalty: 4330.743164
	Iteration 9F: 3 clusters Score -806840.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -807186.750000 Penalty: 4330.743164
	Iteration 10F: 3 clusters Score -807186.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -807459.500000 Penalty: 4330.743164
	Iteration 11Q: 3 clusters Score -807459.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -807640.437500 Penalty: 4330.743164
	Iteration 12Q: 3 clusters Score -807640.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -807761.375000 Penalty: 4330.743164
	Iteration 13Q: 3 clusters Score -807761.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -807843.750000 Penalty: 4330.743164
	Iteration 14Q: 3 clusters Score -807843.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -807908.500000 Penalty: 4330.743164
	Iteration 15Q: 3 clusters Score -807908.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -807952.187500 Penalty: 4330.743164
	Iteration 16Q: 3 clusters Score -807952.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -807975.812500 Penalty: 4330.743164
	Iteration 17Q: 3 clusters Score -807975.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -807995.687500 Penalty: 4330.743164
	Iteration 18Q: 3 clusters Score -807995.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -808007.562500 Penalty: 4330.743164
	Iteration 19Q: 3 clusters Score -808007.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -808021.500000 Penalty: 4330.743164
	Iteration 20F: 3 clusters Score -808021.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -808032.875000 Penalty: 4330.743164
	Iteration 21Q: 3 clusters Score -808032.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -808042.312500 Penalty: 4330.743164
	Iteration 22Q: 3 clusters Score -808042.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -808055.062500 Penalty: 4330.743164
	Iteration 23Q: 3 clusters Score -808055.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -808061.000000 Penalty: 4330.743164
	Iteration 24Q: 3 clusters Score -808061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -808070.812500 Penalty: 4330.743164
	Iteration 25Q: 3 clusters Score -808070.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -808079.937500 Penalty: 4330.743164
	Iteration 26Q: 3 clusters Score -808079.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -808090.500000 Penalty: 4330.743164
	Iteration 27Q: 3 clusters Score -808090.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -808097.250000 Penalty: 4330.743164
	Iteration 28Q: 3 clusters Score -808097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -808097.562500 Penalty: 4330.743164
	Iteration 29Q: 3 clusters Score -808097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -808099.750000 Penalty: 4330.743164
	Iteration 30Q: 3 clusters Score -808099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -808099.437500 Penalty: 4330.743164
	Iteration 31Q: 3 clusters Score -808099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -808098.625000 Penalty: 4330.743164
	Iteration 32Q: 3 clusters Score -808098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -808098.625000 Penalty: 4330.743164
	Iteration 33F: 3 clusters Score -808098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -156129.390625 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -156129.4 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 590 members 
Entering Unmasked Estep 
Score: -154031.859375 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -154031.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154306.984375 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -154307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154406.437500 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -154406.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154444.031250 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -154444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154464.687500 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -154464.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154482.765625 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -154482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154496.000000 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -154496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154509.828125 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -154509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154515.375000 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -154515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154517.031250 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -154517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154517.546875 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -154517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154518.953125 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -154519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154519.546875 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -154519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154519.546875 Penalty: 3505.390625
	Iteration 13F: 3 clusters Score -154519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -296102.812500 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -296102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -293331.031250 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -293331 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -293832.437500 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -293832.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -293980.562500 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -293980.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -294055.000000 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -294055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -294100.156250 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -294100.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294133.781250 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -294133.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294162.250000 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -294162.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -294176.437500 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -294176.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -294184.625000 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -294184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -294193.437500 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -294193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -294200.125000 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -294200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -294204.781250 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -294204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -294209.718750 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -294209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -294212.968750 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -294213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -294217.468750 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -294217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -294219.093750 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -294219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294219.906250 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -294219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -294220.968750 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -294221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -294220.937500 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -294220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294221.625000 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -294221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294221.625000 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -294221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (141702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Entering Unmasked Estep 
Score: -19036660.000000 Penalty: 2941.647461
	Iteration 0F: 2 clusters Score -1.903666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -18953224.000000 Penalty: 5883.294922
	Iteration 0F: 3 clusters Score -1.895322e+07 nChanged 67397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -18992126.000000 Penalty: 5883.294922
	Iteration 1F: 3 clusters Score -1.899213e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -18993300.000000 Penalty: 5883.294922
	Iteration 2Q: 3 clusters Score -1.89933e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -18995270.000000 Penalty: 5883.294922
	Iteration 3Q: 3 clusters Score -1.899527e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -18998762.000000 Penalty: 5883.294922
	Iteration 4F: 3 clusters Score -1.899876e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -19005982.000000 Penalty: 5883.294922
	Iteration 5F: 3 clusters Score -1.900598e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -19016226.000000 Penalty: 5883.294922
	Iteration 6F: 3 clusters Score -1.901623e+07 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126931 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -19025652.000000 Penalty: 5883.294922
	Iteration 7F: 3 clusters Score -1.902565e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136449 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -19031116.000000 Penalty: 5883.294922
	Iteration 8F: 3 clusters Score -1.903112e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19033214.000000 Penalty: 5883.294922
	Iteration 9Q: 3 clusters Score -1.903321e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -19033728.000000 Penalty: 5883.294922
	Iteration 10Q: 3 clusters Score -1.903373e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19033898.000000 Penalty: 5883.294922
	Iteration 11Q: 3 clusters Score -1.90339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19033996.000000 Penalty: 5883.294922
	Iteration 12Q: 3 clusters Score -1.9034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141533 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19034036.000000 Penalty: 5883.294922
	Iteration 13Q: 3 clusters Score -1.903404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19034050.000000 Penalty: 5883.294922
	Iteration 14Q: 3 clusters Score -1.903405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19034064.000000 Penalty: 5883.294922
	Iteration 15Q: 3 clusters Score -1.903406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141539 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19034058.000000 Penalty: 5883.294922
	Iteration 16Q: 3 clusters Score -1.903406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141539 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19034058.000000 Penalty: 5883.294922
	Iteration 17F: 3 clusters Score -1.903406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37985.632812 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -37985.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38159.871094 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38159.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38254.628906 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -38254.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38317.042969 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -38317.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38349.718750 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -38349.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38388.039062 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -38388.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38403.957031 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -38403.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38417.605469 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -38417.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38441.109375 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -38441.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38484.738281 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -38484.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38535.328125 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -38535.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38585.207031 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -38585.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38608.976562 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -38608.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38628.378906 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -38628.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38645.769531 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -38645.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38680.273438 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -38680.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38706.839844 Penalty: 2916.744385
	Iteration 16Q: 3 clusters Score -38706.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38762.250000 Penalty: 2916.744385
	Iteration 17Q: 3 clusters Score -38762.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38785.625000 Penalty: 2916.744385
	Iteration 18Q: 3 clusters Score -38785.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38793.113281 Penalty: 2916.744385
	Iteration 19Q: 3 clusters Score -38793.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38838.316406 Penalty: 2916.744385
	Iteration 20F: 3 clusters Score -38838.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38874.222656 Penalty: 2916.744385
	Iteration 21Q: 3 clusters Score -38874.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38874.222656 Penalty: 2916.744385
	Iteration 22F: 3 clusters Score -38874.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -25609.193359 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -25609.19 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 108 members 
Entering Unmasked Estep 
Score: -24532.441406 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -24532.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24663.542969 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -24663.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24694.873047 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -24694.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24718.707031 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -24718.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24723.822266 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -24723.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24723.822266 Penalty: 2728.624268
	Iteration 5F: 3 clusters Score -24723.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (137226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137226 members 
Entering Unmasked Estep 
Score: -18368544.000000 Penalty: 2933.687500
	Iteration 0F: 2 clusters Score -1.836854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -18290226.000000 Penalty: 5867.375000
	Iteration 0F: 3 clusters Score -1.829023e+07 nChanged 65463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -18327612.000000 Penalty: 5867.375000
	Iteration 1F: 3 clusters Score -1.832761e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -18328496.000000 Penalty: 5867.375000
	Iteration 2Q: 3 clusters Score -1.83285e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -18329400.000000 Penalty: 5867.375000
	Iteration 3Q: 3 clusters Score -1.83294e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -18330496.000000 Penalty: 5867.375000
	Iteration 4Q: 3 clusters Score -1.83305e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -18332136.000000 Penalty: 5867.375000
	Iteration 5Q: 3 clusters Score -1.833214e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -18334484.000000 Penalty: 5867.375000
	Iteration 6Q: 3 clusters Score -1.833448e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -18338300.000000 Penalty: 5867.375000
	Iteration 7F: 3 clusters Score -1.83383e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -18344598.000000 Penalty: 5867.375000
	Iteration 8F: 3 clusters Score -1.83446e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -18352204.000000 Penalty: 5867.375000
	Iteration 9F: 3 clusters Score -1.83522e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 118923 members 
Entering Unmasked Estep 
Score: -18357778.000000 Penalty: 5867.375000
	Iteration 10F: 3 clusters Score -1.835778e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -18361170.000000 Penalty: 5867.375000
	Iteration 11F: 3 clusters Score -1.836117e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 130211 members 
Entering Unmasked Estep 
Score: -18363294.000000 Penalty: 5867.375000
	Iteration 12Q: 3 clusters Score -1.836329e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 132493 members 
Entering Unmasked Estep 
Score: -18364438.000000 Penalty: 5867.375000
	Iteration 13Q: 3 clusters Score -1.836444e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -18365080.000000 Penalty: 5867.375000
	Iteration 14Q: 3 clusters Score -1.836508e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -18365386.000000 Penalty: 5867.375000
	Iteration 15Q: 3 clusters Score -1.836539e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -18365614.000000 Penalty: 5867.375000
	Iteration 16Q: 3 clusters Score -1.836561e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 135288 members 
Entering Unmasked Estep 
Score: -18365722.000000 Penalty: 5867.375000
	Iteration 17Q: 3 clusters Score -1.836572e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 135501 members 
Entering Unmasked Estep 
Score: -18365882.000000 Penalty: 5867.375000
	Iteration 18Q: 3 clusters Score -1.836588e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -18365948.000000 Penalty: 5867.375000
	Iteration 19Q: 3 clusters Score -1.836595e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 135774 members 
Entering Unmasked Estep 
Score: -18366014.000000 Penalty: 5867.375000
	Iteration 20F: 3 clusters Score -1.836601e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -18366048.000000 Penalty: 5867.375000
	Iteration 21Q: 3 clusters Score -1.836605e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 135888 members 
Entering Unmasked Estep 
Score: -18366050.000000 Penalty: 5867.375000
	Iteration 22Q: 3 clusters Score -1.836605e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -18366098.000000 Penalty: 5867.375000
	Iteration 23Q: 3 clusters Score -1.83661e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -18366158.000000 Penalty: 5867.375000
	Iteration 24Q: 3 clusters Score -1.836616e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -18366176.000000 Penalty: 5867.375000
	Iteration 25Q: 3 clusters Score -1.836618e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -18366212.000000 Penalty: 5867.375000
	Iteration 26Q: 3 clusters Score -1.836621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -18366220.000000 Penalty: 5867.375000
	Iteration 27Q: 3 clusters Score -1.836622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 136045 members 
Entering Unmasked Estep 
Score: -18366212.000000 Penalty: 5867.375000
	Iteration 28Q: 3 clusters Score -1.836621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 136054 members 
Entering Unmasked Estep 
Score: -18366240.000000 Penalty: 5867.375000
	Iteration 29Q: 3 clusters Score -1.836624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -18366224.000000 Penalty: 5867.375000
	Iteration 30Q: 3 clusters Score -1.836622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -18366262.000000 Penalty: 5867.375000
	Iteration 31Q: 3 clusters Score -1.836626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -18366298.000000 Penalty: 5867.375000
	Iteration 32Q: 3 clusters Score -1.83663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -18366304.000000 Penalty: 5867.375000
	Iteration 33Q: 3 clusters Score -1.83663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -18366320.000000 Penalty: 5867.375000
	Iteration 34Q: 3 clusters Score -1.836632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -18366312.000000 Penalty: 5867.375000
	Iteration 35Q: 3 clusters Score -1.836631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -18366326.000000 Penalty: 5867.375000
	Iteration 36Q: 3 clusters Score -1.836633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -18366330.000000 Penalty: 5867.375000
	Iteration 37Q: 3 clusters Score -1.836633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -18366352.000000 Penalty: 5867.375000
	Iteration 38Q: 3 clusters Score -1.836635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -18366346.000000 Penalty: 5867.375000
	Iteration 39Q: 3 clusters Score -1.836635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -18366352.000000 Penalty: 5867.375000
	Iteration 40F: 3 clusters Score -1.836635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -18366346.000000 Penalty: 5867.375000
	Iteration 41Q: 3 clusters Score -1.836635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -18366364.000000 Penalty: 5867.375000
	Iteration 42Q: 3 clusters Score -1.836636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -18366350.000000 Penalty: 5867.375000
	Iteration 43Q: 3 clusters Score -1.836635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -18366358.000000 Penalty: 5867.375000
	Iteration 44Q: 3 clusters Score -1.836636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 136129 members 
Entering Unmasked Estep 
Score: -18366356.000000 Penalty: 5867.375000
	Iteration 45Q: 3 clusters Score -1.836636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -18366340.000000 Penalty: 5867.375000
	Iteration 46Q: 3 clusters Score -1.836634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -18366344.000000 Penalty: 5867.375000
	Iteration 47Q: 3 clusters Score -1.836634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -18366350.000000 Penalty: 5867.375000
	Iteration 48Q: 3 clusters Score -1.836635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -18366346.000000 Penalty: 5867.375000
	Iteration 49Q: 3 clusters Score -1.836635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -18366360.000000 Penalty: 5867.375000
	Iteration 50Q: 3 clusters Score -1.836636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -18366346.000000 Penalty: 5867.375000
	Iteration 51Q: 3 clusters Score -1.836635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -18366358.000000 Penalty: 5867.375000
	Iteration 52Q: 3 clusters Score -1.836636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -18366372.000000 Penalty: 5867.375000
	Iteration 53Q: 3 clusters Score -1.836637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -18366368.000000 Penalty: 5867.375000
	Iteration 54Q: 3 clusters Score -1.836637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 136150 members 
Entering Unmasked Estep 
Score: -18366384.000000 Penalty: 5867.375000
	Iteration 55Q: 3 clusters Score -1.836638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 136152 members 
Entering Unmasked Estep 
Score: -18366376.000000 Penalty: 5867.375000
	Iteration 56Q: 3 clusters Score -1.836638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 136156 members 
Entering Unmasked Estep 
Score: -18366374.000000 Penalty: 5867.375000
	Iteration 57Q: 3 clusters Score -1.836637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 136156 members 
Entering Unmasked Estep 
Score: -18366366.000000 Penalty: 5867.375000
	Iteration 58Q: 3 clusters Score -1.836637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -18366362.000000 Penalty: 5867.375000
	Iteration 59Q: 3 clusters Score -1.836636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -18366362.000000 Penalty: 5867.375000
	Iteration 60F: 3 clusters Score -1.836636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 57257 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 48022 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 141702 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752492.000000 Penalty: 81056.015625
Iteration 399Q: 26 clusters Score -6.275249e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3400 members 
Mstep: Class 14 contains 57691 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 47974 members 
Mstep: Class 18 contains 8476 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6193 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2201 members 
Mstep: Class 23 contains 141250 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752932.000000 Penalty: 81056.015625
Iteration 400F: 26 clusters Score -6.275293e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3323 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21468 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 58054 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 47846 members 
Mstep: Class 18 contains 8493 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 140791 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 137900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62752996.000000 Penalty: 81056.015625
Iteration 401Q: 26 clusters Score -6.2753e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21470 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 58422 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 47738 members 
Mstep: Class 18 contains 8517 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6184 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 140200 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 138447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753312.000000 Penalty: 81056.015625
Iteration 402Q: 26 clusters Score -6.275331e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 58772 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 139570 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 138950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753504.000000 Penalty: 81056.015625
Iteration 403Q: 26 clusters Score -6.27535e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21458 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 59062 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 47561 members 
Mstep: Class 18 contains 8574 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 138978 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 139446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753512.000000 Penalty: 81056.015625
Iteration 404Q: 26 clusters Score -6.275351e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21453 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 14 contains 59320 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 47507 members 
Mstep: Class 18 contains 8596 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 138377 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 139924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753580.000000 Penalty: 81056.015625
Iteration 405Q: 26 clusters Score -6.275358e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21443 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 14 contains 59588 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 47465 members 
Mstep: Class 18 contains 8621 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 137769 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 140376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753704.000000 Penalty: 81056.015625
Iteration 406Q: 26 clusters Score -6.27537e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 59848 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 47441 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 137145 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 140788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753684.000000 Penalty: 81056.015625
Iteration 407Q: 26 clusters Score -6.275368e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21435 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 60089 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 47427 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6203 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 136507 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 141207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62753840.000000 Penalty: 81056.015625
Iteration 408Q: 26 clusters Score -6.275384e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21429 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 60353 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 47403 members 
Mstep: Class 18 contains 8682 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6209 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 135899 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 141579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3236.505371 but Gain 3242.242188
Score: -62754160.000000 Penalty: 77813.773438
Iteration 409Q: 25 clusters Score -6.275416e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21486 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 60911 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 47389 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 135328 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 143366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756088.000000 Penalty: 77813.773438
Iteration 410Q: 25 clusters Score -6.275609e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 21469 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61134 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 47372 members 
Mstep: Class 18 contains 8754 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 134656 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 143839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62755980.000000 Penalty: 77813.773438
Iteration 411Q: 25 clusters Score -6.275598e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21470 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61325 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47394 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6250 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 134095 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 144176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756008.000000 Penalty: 77813.773438
Iteration 412Q: 25 clusters Score -6.275601e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21471 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61482 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47415 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6256 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 133566 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 144499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756024.000000 Penalty: 77813.773438
Iteration 413Q: 25 clusters Score -6.275602e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21459 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61629 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47453 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6266 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 133081 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 144789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756192.000000 Penalty: 77813.773438
Iteration 414Q: 25 clusters Score -6.275619e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21453 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61770 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47501 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6274 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 132608 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756260.000000 Penalty: 77813.773438
Iteration 415Q: 25 clusters Score -6.275626e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61877 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47551 members 
Mstep: Class 18 contains 8815 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 132218 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756424.000000 Penalty: 77813.773438
Iteration 416Q: 25 clusters Score -6.275642e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 61965 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47593 members 
Mstep: Class 18 contains 8822 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6281 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 131896 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756492.000000 Penalty: 77813.773438
Iteration 417Q: 25 clusters Score -6.275649e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21430 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62035 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 8836 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6289 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 131577 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756384.000000 Penalty: 77813.773438
Iteration 418Q: 25 clusters Score -6.275638e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21424 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62093 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47690 members 
Mstep: Class 18 contains 8840 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 131311 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756312.000000 Penalty: 77813.773438
Iteration 419Q: 25 clusters Score -6.275631e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21425 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62138 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47723 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2215 members 
Mstep: Class 23 contains 131077 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756548.000000 Penalty: 77813.773438
Iteration 420F: 25 clusters Score -6.275655e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21419 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62196 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 47745 members 
Mstep: Class 18 contains 8864 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 130868 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 145967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756600.000000 Penalty: 77813.773438
Iteration 421Q: 25 clusters Score -6.27566e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21414 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62249 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47770 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6315 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 130695 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756736.000000 Penalty: 77813.773438
Iteration 422Q: 25 clusters Score -6.275674e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21406 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62291 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47784 members 
Mstep: Class 18 contains 8881 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 130561 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756780.000000 Penalty: 77813.773438
Iteration 423Q: 25 clusters Score -6.275678e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21404 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62349 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47812 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 130396 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756880.000000 Penalty: 77813.773438
Iteration 424Q: 25 clusters Score -6.275688e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21402 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62390 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47825 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 130264 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756828.000000 Penalty: 77813.773438
Iteration 425Q: 25 clusters Score -6.275683e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21400 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62431 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47840 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6321 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 130167 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756832.000000 Penalty: 77813.773438
Iteration 426Q: 25 clusters Score -6.275683e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62450 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47853 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 130094 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62756916.000000 Penalty: 77813.773438
Iteration 427Q: 25 clusters Score -6.275692e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62473 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47858 members 
Mstep: Class 18 contains 8917 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 130031 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757012.000000 Penalty: 77813.773438
Iteration 428Q: 25 clusters Score -6.275701e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62506 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47871 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6326 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 129949 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757108.000000 Penalty: 77813.773438
Iteration 429Q: 25 clusters Score -6.275711e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62526 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47883 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 129881 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757124.000000 Penalty: 77813.773438
Iteration 430Q: 25 clusters Score -6.275712e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62545 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47899 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 129821 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757028.000000 Penalty: 77813.773438
Iteration 431Q: 25 clusters Score -6.275703e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21377 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62571 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47924 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 129770 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757076.000000 Penalty: 77813.773438
Iteration 432Q: 25 clusters Score -6.275708e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21372 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62589 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47942 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 129727 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757136.000000 Penalty: 77813.773438
Iteration 433Q: 25 clusters Score -6.275714e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 2920 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21365 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62617 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47957 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 129698 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757124.000000 Penalty: 77813.773438
Iteration 434Q: 25 clusters Score -6.275712e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47968 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6332 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 129679 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757132.000000 Penalty: 77813.773438
Iteration 435Q: 25 clusters Score -6.275713e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21352 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62653 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47987 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 129656 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757112.000000 Penalty: 77813.773438
Iteration 436Q: 25 clusters Score -6.275711e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21353 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 47998 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6332 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 129634 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757068.000000 Penalty: 77813.773438
Iteration 437Q: 25 clusters Score -6.275707e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21352 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62679 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 48012 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 129599 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757036.000000 Penalty: 77813.773438
Iteration 438Q: 25 clusters Score -6.275704e+07 nChanged 229
Entering ConstructFrom: 
Score: -62757036.000000 Penalty: 77813.773438
Entering ConstructFrom: 
Trying to split cluster 1 (33151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Entering Unmasked Estep 
Score: -4525066.000000 Penalty: 2581.389404
	Iteration 0F: 2 clusters Score -4525066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4502364.000000 Penalty: 5162.778809
	Iteration 0F: 3 clusters Score -4502364 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4510416.500000 Penalty: 5162.778809
	Iteration 1F: 3 clusters Score -4510416 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4510846.500000 Penalty: 5162.778809
	Iteration 2Q: 3 clusters Score -4510846 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4511271.500000 Penalty: 5162.778809
	Iteration 3Q: 3 clusters Score -4511272 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4511654.000000 Penalty: 5162.778809
	Iteration 4Q: 3 clusters Score -4511654 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4512126.500000 Penalty: 5162.778809
	Iteration 5Q: 3 clusters Score -4512126 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4512716.000000 Penalty: 5162.778809
	Iteration 6Q: 3 clusters Score -4512716 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4513588.500000 Penalty: 5162.778809
	Iteration 7Q: 3 clusters Score -4513588 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4514736.000000 Penalty: 5162.778809
	Iteration 8F: 3 clusters Score -4514736 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4516372.500000 Penalty: 5162.778809
	Iteration 9F: 3 clusters Score -4516372 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4518316.500000 Penalty: 5162.778809
	Iteration 10F: 3 clusters Score -4518316 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4520085.500000 Penalty: 5162.778809
	Iteration 11F: 3 clusters Score -4520086 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4521405.000000 Penalty: 5162.778809
	Iteration 12Q: 3 clusters Score -4521405 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4522077.500000 Penalty: 5162.778809
	Iteration 13Q: 3 clusters Score -4522078 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4522408.000000 Penalty: 5162.778809
	Iteration 14Q: 3 clusters Score -4522408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4522560.500000 Penalty: 5162.778809
	Iteration 15Q: 3 clusters Score -4522560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4522639.000000 Penalty: 5162.778809
	Iteration 16Q: 3 clusters Score -4522639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4522696.000000 Penalty: 5162.778809
	Iteration 17Q: 3 clusters Score -4522696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -4522715.500000 Penalty: 5162.778809
	Iteration 18Q: 3 clusters Score -4522716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4522724.500000 Penalty: 5162.778809
	Iteration 19Q: 3 clusters Score -4522724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4522729.000000 Penalty: 5162.778809
	Iteration 20F: 3 clusters Score -4522729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4522733.000000 Penalty: 5162.778809
	Iteration 21Q: 3 clusters Score -4522733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4522734.000000 Penalty: 5162.778809
	Iteration 22Q: 3 clusters Score -4522734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4522740.000000 Penalty: 5162.778809
	Iteration 23Q: 3 clusters Score -4522740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4522742.000000 Penalty: 5162.778809
	Iteration 24Q: 3 clusters Score -4522742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4522750.500000 Penalty: 5162.778809
	Iteration 25Q: 3 clusters Score -4522750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4522755.000000 Penalty: 5162.778809
	Iteration 26Q: 3 clusters Score -4522755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4522756.000000 Penalty: 5162.778809
	Iteration 27Q: 3 clusters Score -4522756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4522756.500000 Penalty: 5162.778809
	Iteration 28Q: 3 clusters Score -4522756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4522764.000000 Penalty: 5162.778809
	Iteration 29Q: 3 clusters Score -4522764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4522763.500000 Penalty: 5162.778809
	Iteration 30Q: 3 clusters Score -4522764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4522763.500000 Penalty: 5162.778809
	Iteration 31F: 3 clusters Score -4522764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -41677.902344 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -41677.9 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 190 members 
Entering Unmasked Estep 
Score: -40367.316406 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -40367.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40624.640625 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -40624.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40836.875000 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -40836.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41198.132812 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -41198.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41408.742188 Penalty: 2959.208984
	Iteration 4F: 3 clusters Score -41408.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -41585.011719 Penalty: 2959.208984
	Iteration 5F: 3 clusters Score -41585.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -41742.058594 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -41742.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -41774.914062 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -41774.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -41792.800781 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -41792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -41821.101562 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -41821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -41856.769531 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -41856.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -41875.308594 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -41875.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -41875.613281 Penalty: 2959.208984
	Iteration 12F: 3 clusters Score -41875.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -41889.855469 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -41889.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -41889.855469 Penalty: 2959.208984
	Iteration 14F: 3 clusters Score -41889.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 329 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21352 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 61 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 48017 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 129603 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 146404 members 
Entering Unmasked Estep 
Score: -62755624.000000 Penalty: 81056.015625
Splitting cluster 2 changes total score from -62757036.000000 to -62755624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -424493.875000 Penalty: 2010.789185
	Iteration 0F: 2 clusters Score -424493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -421043.250000 Penalty: 4021.578369
	Iteration 0F: 3 clusters Score -421043.2 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -421762.500000 Penalty: 4021.578369
	Iteration 1F: 3 clusters Score -421762.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -421936.031250 Penalty: 4021.578369
	Iteration 2F: 3 clusters Score -421936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -422049.093750 Penalty: 4021.578369
	Iteration 3Q: 3 clusters Score -422049.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -422141.093750 Penalty: 4021.578369
	Iteration 4Q: 3 clusters Score -422141.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -422243.875000 Penalty: 4021.578369
	Iteration 5Q: 3 clusters Score -422243.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -422351.406250 Penalty: 4021.578369
	Iteration 6Q: 3 clusters Score -422351.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -422461.875000 Penalty: 4021.578369
	Iteration 7Q: 3 clusters Score -422461.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -422552.093750 Penalty: 4021.578369
	Iteration 8Q: 3 clusters Score -422552.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -422639.187500 Penalty: 4021.578369
	Iteration 9Q: 3 clusters Score -422639.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -422725.687500 Penalty: 4021.578369
	Iteration 10Q: 3 clusters Score -422725.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -422802.250000 Penalty: 4021.578369
	Iteration 11Q: 3 clusters Score -422802.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -422882.250000 Penalty: 4021.578369
	Iteration 12Q: 3 clusters Score -422882.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -422935.031250 Penalty: 4021.578369
	Iteration 13Q: 3 clusters Score -422935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -422968.875000 Penalty: 4021.578369
	Iteration 14Q: 3 clusters Score -422968.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -423001.812500 Penalty: 4021.578369
	Iteration 15Q: 3 clusters Score -423001.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -423028.625000 Penalty: 4021.578369
	Iteration 16Q: 3 clusters Score -423028.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -423047.906250 Penalty: 4021.578369
	Iteration 17Q: 3 clusters Score -423047.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -423061.156250 Penalty: 4021.578369
	Iteration 18Q: 3 clusters Score -423061.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -423071.906250 Penalty: 4021.578369
	Iteration 19Q: 3 clusters Score -423071.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -423078.468750 Penalty: 4021.578369
	Iteration 20F: 3 clusters Score -423078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -423084.218750 Penalty: 4021.578369
	Iteration 21Q: 3 clusters Score -423084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -423088.093750 Penalty: 4021.578369
	Iteration 22Q: 3 clusters Score -423088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -423092.406250 Penalty: 4021.578369
	Iteration 23Q: 3 clusters Score -423092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -423097.312500 Penalty: 4021.578369
	Iteration 24Q: 3 clusters Score -423097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -423102.156250 Penalty: 4021.578369
	Iteration 25Q: 3 clusters Score -423102.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -423108.593750 Penalty: 4021.578369
	Iteration 26Q: 3 clusters Score -423108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -423113.468750 Penalty: 4021.578369
	Iteration 27Q: 3 clusters Score -423113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -423116.687500 Penalty: 4021.578369
	Iteration 28Q: 3 clusters Score -423116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -423117.781250 Penalty: 4021.578369
	Iteration 29Q: 3 clusters Score -423117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423120.656250 Penalty: 4021.578369
	Iteration 30Q: 3 clusters Score -423120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -423123.468750 Penalty: 4021.578369
	Iteration 31Q: 3 clusters Score -423123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -423124.468750 Penalty: 4021.578369
	Iteration 32Q: 3 clusters Score -423124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -423126.812500 Penalty: 4021.578369
	Iteration 33Q: 3 clusters Score -423126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -423128.312500 Penalty: 4021.578369
	Iteration 34Q: 3 clusters Score -423128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -423127.656250 Penalty: 4021.578369
	Iteration 35Q: 3 clusters Score -423127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -423128.656250 Penalty: 4021.578369
	Iteration 36Q: 3 clusters Score -423128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -423131.000000 Penalty: 4021.578369
	Iteration 37Q: 3 clusters Score -423131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -423131.687500 Penalty: 4021.578369
	Iteration 38Q: 3 clusters Score -423131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -423132.156250 Penalty: 4021.578369
	Iteration 39Q: 3 clusters Score -423132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -423132.156250 Penalty: 4021.578369
	Iteration 40F: 3 clusters Score -423132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -181793.093750 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -181793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179540.796875 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -179540.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -179910.890625 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -179910.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180044.734375 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -180044.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -180123.937500 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -180123.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180176.187500 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -180176.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -180223.796875 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -180223.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -180259.718750 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -180259.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180301.687500 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -180301.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -180343.718750 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -180343.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180391.375000 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -180391.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180438.593750 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -180438.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180487.468750 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -180487.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180542.000000 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -180542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -180587.421875 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -180587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180630.734375 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -180630.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180657.859375 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -180657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -180677.453125 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -180677.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -180708.250000 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -180708.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180749.187500 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -180749.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180788.890625 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -180788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180808.859375 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -180808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180816.343750 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -180816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180821.937500 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -180821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180826.656250 Penalty: 3600.870361
	Iteration 23Q: 3 clusters Score -180826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180827.796875 Penalty: 3600.870361
	Iteration 24Q: 3 clusters Score -180827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180827.796875 Penalty: 3600.870361
	Iteration 25F: 3 clusters Score -180827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -12585.184570 Penalty: 1165.719116
	Iteration 0F: 2 clusters Score -12585.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11692.807617 Penalty: 2331.438232
	Iteration 0F: 3 clusters Score -11692.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11701.658203 Penalty: 2331.438232
	Iteration 1Q: 3 clusters Score -11701.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11701.658203 Penalty: 2331.438232
	Iteration 2F: 3 clusters Score -11701.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84418.359375 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84418.36 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84828.031250 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84828.03 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85053.164062 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -85053.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85230.953125 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -85230.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85469.789062 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -85469.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85670.101562 Penalty: 3291.429688
	Iteration 5F: 3 clusters Score -85670.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85751.664062 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -85751.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85799.164062 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -85799.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85843.296875 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -85843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85860.718750 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -85860.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85865.625000 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -85865.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85868.703125 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -85868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85870.398438 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -85870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85872.773438 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -85872.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85873.906250 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -85873.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85873.906250 Penalty: 3291.429688
	Iteration 15F: 3 clusters Score -85873.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -386506.812500 Penalty: 1973.293091
	Iteration 0F: 2 clusters Score -386506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -383337.468750 Penalty: 3946.586182
	Iteration 0F: 3 clusters Score -383337.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -383962.687500 Penalty: 3946.586182
	Iteration 1F: 3 clusters Score -383962.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -384214.218750 Penalty: 3946.586182
	Iteration 2F: 3 clusters Score -384214.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -384393.812500 Penalty: 3946.586182
	Iteration 3F: 3 clusters Score -384393.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -384569.625000 Penalty: 3946.586182
	Iteration 4F: 3 clusters Score -384569.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -384715.406250 Penalty: 3946.586182
	Iteration 5Q: 3 clusters Score -384715.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -384829.875000 Penalty: 3946.586182
	Iteration 6Q: 3 clusters Score -384829.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -384897.593750 Penalty: 3946.586182
	Iteration 7Q: 3 clusters Score -384897.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -384949.218750 Penalty: 3946.586182
	Iteration 8Q: 3 clusters Score -384949.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -384986.281250 Penalty: 3946.586182
	Iteration 9Q: 3 clusters Score -384986.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -385022.093750 Penalty: 3946.586182
	Iteration 10Q: 3 clusters Score -385022.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -385053.843750 Penalty: 3946.586182
	Iteration 11Q: 3 clusters Score -385053.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -385080.656250 Penalty: 3946.586182
	Iteration 12Q: 3 clusters Score -385080.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -385102.468750 Penalty: 3946.586182
	Iteration 13Q: 3 clusters Score -385102.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -385118.312500 Penalty: 3946.586182
	Iteration 14Q: 3 clusters Score -385118.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -385129.531250 Penalty: 3946.586182
	Iteration 15Q: 3 clusters Score -385129.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -385137.062500 Penalty: 3946.586182
	Iteration 16Q: 3 clusters Score -385137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -385148.093750 Penalty: 3946.586182
	Iteration 17Q: 3 clusters Score -385148.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -385156.093750 Penalty: 3946.586182
	Iteration 18Q: 3 clusters Score -385156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -385163.406250 Penalty: 3946.586182
	Iteration 19Q: 3 clusters Score -385163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -385166.062500 Penalty: 3946.586182
	Iteration 20F: 3 clusters Score -385166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -385167.437500 Penalty: 3946.586182
	Iteration 21Q: 3 clusters Score -385167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -385167.437500 Penalty: 3946.586182
	Iteration 22F: 3 clusters Score -385167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -373929.156250 Penalty: 1978.961060
	Iteration 0F: 2 clusters Score -373929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -370697.875000 Penalty: 3957.922119
	Iteration 0F: 3 clusters Score -370697.9 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -371386.500000 Penalty: 3957.922119
	Iteration 1F: 3 clusters Score -371386.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371555.718750 Penalty: 3957.922119
	Iteration 2F: 3 clusters Score -371555.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371645.218750 Penalty: 3957.922119
	Iteration 3Q: 3 clusters Score -371645.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -371700.750000 Penalty: 3957.922119
	Iteration 4Q: 3 clusters Score -371700.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -371738.406250 Penalty: 3957.922119
	Iteration 5Q: 3 clusters Score -371738.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -371774.500000 Penalty: 3957.922119
	Iteration 6Q: 3 clusters Score -371774.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -371797.343750 Penalty: 3957.922119
	Iteration 7Q: 3 clusters Score -371797.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -371821.468750 Penalty: 3957.922119
	Iteration 8Q: 3 clusters Score -371821.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -371843.312500 Penalty: 3957.922119
	Iteration 9Q: 3 clusters Score -371843.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -371862.000000 Penalty: 3957.922119
	Iteration 10Q: 3 clusters Score -371862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -371883.062500 Penalty: 3957.922119
	Iteration 11Q: 3 clusters Score -371883.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -371902.531250 Penalty: 3957.922119
	Iteration 12Q: 3 clusters Score -371902.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -371917.906250 Penalty: 3957.922119
	Iteration 13Q: 3 clusters Score -371917.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -371938.500000 Penalty: 3957.922119
	Iteration 14Q: 3 clusters Score -371938.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -371958.218750 Penalty: 3957.922119
	Iteration 15Q: 3 clusters Score -371958.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -371974.062500 Penalty: 3957.922119
	Iteration 16Q: 3 clusters Score -371974.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -371987.625000 Penalty: 3957.922119
	Iteration 17Q: 3 clusters Score -371987.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -372000.656250 Penalty: 3957.922119
	Iteration 18Q: 3 clusters Score -372000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -372011.437500 Penalty: 3957.922119
	Iteration 19Q: 3 clusters Score -372011.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -372023.562500 Penalty: 3957.922119
	Iteration 20F: 3 clusters Score -372023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -372035.843750 Penalty: 3957.922119
	Iteration 21Q: 3 clusters Score -372035.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -372051.781250 Penalty: 3957.922119
	Iteration 22Q: 3 clusters Score -372051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -372066.562500 Penalty: 3957.922119
	Iteration 23Q: 3 clusters Score -372066.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -372078.062500 Penalty: 3957.922119
	Iteration 24Q: 3 clusters Score -372078.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -372088.062500 Penalty: 3957.922119
	Iteration 25Q: 3 clusters Score -372088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -372097.125000 Penalty: 3957.922119
	Iteration 26Q: 3 clusters Score -372097.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -372102.406250 Penalty: 3957.922119
	Iteration 27Q: 3 clusters Score -372102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -372109.031250 Penalty: 3957.922119
	Iteration 28Q: 3 clusters Score -372109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -372117.500000 Penalty: 3957.922119
	Iteration 29Q: 3 clusters Score -372117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -372122.812500 Penalty: 3957.922119
	Iteration 30Q: 3 clusters Score -372122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -372126.687500 Penalty: 3957.922119
	Iteration 31Q: 3 clusters Score -372126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -372126.437500 Penalty: 3957.922119
	Iteration 32Q: 3 clusters Score -372126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -372126.843750 Penalty: 3957.922119
	Iteration 33Q: 3 clusters Score -372126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -372128.156250 Penalty: 3957.922119
	Iteration 34Q: 3 clusters Score -372128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -372128.468750 Penalty: 3957.922119
	Iteration 35Q: 3 clusters Score -372128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -372128.062500 Penalty: 3957.922119
	Iteration 36Q: 3 clusters Score -372128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -372128.562500 Penalty: 3957.922119
	Iteration 37Q: 3 clusters Score -372128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -372129.843750 Penalty: 3957.922119
	Iteration 38Q: 3 clusters Score -372129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -372130.187500 Penalty: 3957.922119
	Iteration 39Q: 3 clusters Score -372130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -372130.187500 Penalty: 3957.922119
	Iteration 40F: 3 clusters Score -372130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -245672.546875 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -245672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243195.484375 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -243195.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -243611.718750 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -243611.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -243711.953125 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -243712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -243763.625000 Penalty: 3730.036377
	Iteration 3Q: 3 clusters Score -243763.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243792.109375 Penalty: 3730.036377
	Iteration 4Q: 3 clusters Score -243792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -243806.390625 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -243806.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243821.171875 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -243821.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -243833.875000 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -243833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -243842.468750 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -243842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -243843.734375 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -243843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243845.468750 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -243845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243845.468750 Penalty: 3730.036377
	Iteration 11F: 3 clusters Score -243845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -75886.023438 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -75886.02 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 328 members 
Entering Unmasked Estep 
Score: -74226.492188 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -74226.49 nChanged 133
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: -74444.031250 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -74444.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74563.273438 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -74563.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74623.304688 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -74623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74664.875000 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -74664.88 nChanged 14
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: -74688.445312 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -74688.45 nChanged 10
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: -74720.648438 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -74720.65 nChanged 14
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: -74793.257812 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -74793.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74856.562500 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -74856.56 nChanged 15
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: -74900.398438 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -74900.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74929.570312 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -74929.57 nChanged 11
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: -74968.835938 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -74968.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74986.851562 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -74986.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75003.414062 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -75003.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75015.429688 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -75015.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75032.125000 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -75032.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75059.812500 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -75059.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75098.679688 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -75098.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75121.835938 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -75121.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75161.007812 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -75161.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75192.281250 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -75192.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75228.171875 Penalty: 3207.978516
	Iteration 21Q: 3 clusters Score -75228.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75241.125000 Penalty: 3207.978516
	Iteration 22Q: 3 clusters Score -75241.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75247.437500 Penalty: 3207.978516
	Iteration 23Q: 3 clusters Score -75247.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75249.757812 Penalty: 3207.978516
	Iteration 24Q: 3 clusters Score -75249.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75255.242188 Penalty: 3207.978516
	Iteration 25Q: 3 clusters Score -75255.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75259.429688 Penalty: 3207.978516
	Iteration 26Q: 3 clusters Score -75259.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75265.500000 Penalty: 3207.978516
	Iteration 27Q: 3 clusters Score -75265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75268.140625 Penalty: 3207.978516
	Iteration 28Q: 3 clusters Score -75268.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75269.867188 Penalty: 3207.978516
	Iteration 29Q: 3 clusters Score -75269.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75269.867188 Penalty: 3207.978516
	Iteration 30F: 3 clusters Score -75269.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Entering Unmasked Estep 
Score: -2895309.500000 Penalty: 2472.287354
	Iteration 0F: 2 clusters Score -2895310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2880305.000000 Penalty: 4944.574707
	Iteration 0F: 3 clusters Score -2880305 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2885368.250000 Penalty: 4944.574707
	Iteration 1F: 3 clusters Score -2885368 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2885828.500000 Penalty: 4944.574707
	Iteration 2F: 3 clusters Score -2885828 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2886255.000000 Penalty: 4944.574707
	Iteration 3F: 3 clusters Score -2886255 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2886643.500000 Penalty: 4944.574707
	Iteration 4Q: 3 clusters Score -2886644 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2887115.000000 Penalty: 4944.574707
	Iteration 5Q: 3 clusters Score -2887115 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2887749.000000 Penalty: 4944.574707
	Iteration 6F: 3 clusters Score -2887749 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2888651.750000 Penalty: 4944.574707
	Iteration 7F: 3 clusters Score -2888652 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2889726.000000 Penalty: 4944.574707
	Iteration 8F: 3 clusters Score -2889726 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2890781.750000 Penalty: 4944.574707
	Iteration 9F: 3 clusters Score -2890782 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2891669.000000 Penalty: 4944.574707
	Iteration 10Q: 3 clusters Score -2891669 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2892273.250000 Penalty: 4944.574707
	Iteration 11Q: 3 clusters Score -2892273 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2892649.750000 Penalty: 4944.574707
	Iteration 12Q: 3 clusters Score -2892650 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2892856.750000 Penalty: 4944.574707
	Iteration 13Q: 3 clusters Score -2892857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2892976.750000 Penalty: 4944.574707
	Iteration 14Q: 3 clusters Score -2892977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2893058.500000 Penalty: 4944.574707
	Iteration 15Q: 3 clusters Score -2893058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2893104.000000 Penalty: 4944.574707
	Iteration 16Q: 3 clusters Score -2893104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2893139.500000 Penalty: 4944.574707
	Iteration 17Q: 3 clusters Score -2893140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2893172.500000 Penalty: 4944.574707
	Iteration 18Q: 3 clusters Score -2893172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2893194.000000 Penalty: 4944.574707
	Iteration 19Q: 3 clusters Score -2893194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2893211.250000 Penalty: 4944.574707
	Iteration 20F: 3 clusters Score -2893211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2893218.750000 Penalty: 4944.574707
	Iteration 21Q: 3 clusters Score -2893219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2893228.250000 Penalty: 4944.574707
	Iteration 22Q: 3 clusters Score -2893228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2893228.500000 Penalty: 4944.574707
	Iteration 23Q: 3 clusters Score -2893228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2893232.500000 Penalty: 4944.574707
	Iteration 24Q: 3 clusters Score -2893232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2893233.500000 Penalty: 4944.574707
	Iteration 25Q: 3 clusters Score -2893234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2893236.000000 Penalty: 4944.574707
	Iteration 26Q: 3 clusters Score -2893236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2893239.250000 Penalty: 4944.574707
	Iteration 27Q: 3 clusters Score -2893239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2893239.250000 Penalty: 4944.574707
	Iteration 28F: 3 clusters Score -2893239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19177.925781 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19177.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19364.943359 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19364.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19457.632812 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -19457.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19500.666016 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -19500.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19512.275391 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19512.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19516.623047 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -19516.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19520.644531 Penalty: 2661.523926
	Iteration 6Q: 3 clusters Score -19520.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19520.644531 Penalty: 2661.523926
	Iteration 7F: 3 clusters Score -19520.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Entering Unmasked Estep 
Score: -8435496.000000 Penalty: 2739.381592
	Iteration 0F: 2 clusters Score -8435496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -8393335.000000 Penalty: 5478.763184
	Iteration 0F: 3 clusters Score -8393335 nChanged 29227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -8409624.000000 Penalty: 5478.763184
	Iteration 1F: 3 clusters Score -8409624 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -8410430.000000 Penalty: 5478.763184
	Iteration 2Q: 3 clusters Score -8410430 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8411427.000000 Penalty: 5478.763184
	Iteration 3Q: 3 clusters Score -8411427 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -8412979.000000 Penalty: 5478.763184
	Iteration 4F: 3 clusters Score -8412979 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8415562.000000 Penalty: 5478.763184
	Iteration 5F: 3 clusters Score -8415562 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8419591.000000 Penalty: 5478.763184
	Iteration 6F: 3 clusters Score -8419591 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -8424485.000000 Penalty: 5478.763184
	Iteration 7F: 3 clusters Score -8424485 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -8428907.000000 Penalty: 5478.763184
	Iteration 8F: 3 clusters Score -8428907 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -8431686.000000 Penalty: 5478.763184
	Iteration 9Q: 3 clusters Score -8431686 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -8433420.000000 Penalty: 5478.763184
	Iteration 10Q: 3 clusters Score -8433420 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -8434214.000000 Penalty: 5478.763184
	Iteration 11Q: 3 clusters Score -8434214 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -8434467.000000 Penalty: 5478.763184
	Iteration 12Q: 3 clusters Score -8434467 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -8434577.000000 Penalty: 5478.763184
	Iteration 13Q: 3 clusters Score -8434577 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -8434651.000000 Penalty: 5478.763184
	Iteration 14Q: 3 clusters Score -8434651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -8434696.000000 Penalty: 5478.763184
	Iteration 15Q: 3 clusters Score -8434696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -8434739.000000 Penalty: 5478.763184
	Iteration 16Q: 3 clusters Score -8434739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -8434749.000000 Penalty: 5478.763184
	Iteration 17Q: 3 clusters Score -8434749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8434766.000000 Penalty: 5478.763184
	Iteration 18Q: 3 clusters Score -8434766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -8434751.000000 Penalty: 5478.763184
	Iteration 19Q: 3 clusters Score -8434751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -8434756.000000 Penalty: 5478.763184
	Iteration 20F: 3 clusters Score -8434756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -8434763.000000 Penalty: 5478.763184
	Iteration 21Q: 3 clusters Score -8434763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -8434768.000000 Penalty: 5478.763184
	Iteration 22Q: 3 clusters Score -8434768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -8434767.000000 Penalty: 5478.763184
	Iteration 23Q: 3 clusters Score -8434767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -8434778.000000 Penalty: 5478.763184
	Iteration 24Q: 3 clusters Score -8434778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -8434778.000000 Penalty: 5478.763184
	Iteration 25Q: 3 clusters Score -8434778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -8434780.000000 Penalty: 5478.763184
	Iteration 26Q: 3 clusters Score -8434780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -8434783.000000 Penalty: 5478.763184
	Iteration 27Q: 3 clusters Score -8434783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -8434786.000000 Penalty: 5478.763184
	Iteration 28Q: 3 clusters Score -8434786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -8434788.000000 Penalty: 5478.763184
	Iteration 29Q: 3 clusters Score -8434788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -8434783.000000 Penalty: 5478.763184
	Iteration 30Q: 3 clusters Score -8434783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -8434781.000000 Penalty: 5478.763184
	Iteration 31Q: 3 clusters Score -8434781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8434783.000000 Penalty: 5478.763184
	Iteration 32Q: 3 clusters Score -8434783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8434783.000000 Penalty: 5478.763184
	Iteration 33F: 3 clusters Score -8434783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -110461.445312 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -110461.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108669.445312 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -108669.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109142.835938 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -109142.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109356.773438 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -109356.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -109526.679688 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -109526.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109641.539062 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -109641.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109701.437500 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -109701.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -109751.476562 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -109751.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109801.546875 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -109801.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109870.054688 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -109870.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109928.273438 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -109928.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -109970.054688 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -109970.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110043.195312 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -110043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110119.257812 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -110119.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110148.250000 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -110148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110171.726562 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -110171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110180.718750 Penalty: 3389.718018
	Iteration 15Q: 3 clusters Score -110180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110187.726562 Penalty: 3389.718018
	Iteration 16Q: 3 clusters Score -110187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110191.992188 Penalty: 3389.718018
	Iteration 17Q: 3 clusters Score -110192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110196.765625 Penalty: 3389.718018
	Iteration 18Q: 3 clusters Score -110196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110196.765625 Penalty: 3389.718018
	Iteration 19F: 3 clusters Score -110196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Entering Unmasked Estep 
Score: -6296056.500000 Penalty: 2673.269043
	Iteration 0F: 2 clusters Score -6296056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6263643.000000 Penalty: 5346.538086
	Iteration 0F: 3 clusters Score -6263643 nChanged 22112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -6276057.500000 Penalty: 5346.538086
	Iteration 1F: 3 clusters Score -6276058 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -6276691.500000 Penalty: 5346.538086
	Iteration 2Q: 3 clusters Score -6276692 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6277387.000000 Penalty: 5346.538086
	Iteration 3Q: 3 clusters Score -6277387 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -6278463.500000 Penalty: 5346.538086
	Iteration 4Q: 3 clusters Score -6278464 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -6280189.500000 Penalty: 5346.538086
	Iteration 5F: 3 clusters Score -6280190 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -6283166.500000 Penalty: 5346.538086
	Iteration 6F: 3 clusters Score -6283166 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6286912.000000 Penalty: 5346.538086
	Iteration 7F: 3 clusters Score -6286912 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6290240.500000 Penalty: 5346.538086
	Iteration 8F: 3 clusters Score -6290240 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6292295.000000 Penalty: 5346.538086
	Iteration 9Q: 3 clusters Score -6292295 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6293115.500000 Penalty: 5346.538086
	Iteration 10Q: 3 clusters Score -6293116 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6293417.500000 Penalty: 5346.538086
	Iteration 11Q: 3 clusters Score -6293418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6293541.000000 Penalty: 5346.538086
	Iteration 12Q: 3 clusters Score -6293541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6293607.000000 Penalty: 5346.538086
	Iteration 13Q: 3 clusters Score -6293607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6293640.000000 Penalty: 5346.538086
	Iteration 14Q: 3 clusters Score -6293640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6293658.500000 Penalty: 5346.538086
	Iteration 15Q: 3 clusters Score -6293658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6293664.000000 Penalty: 5346.538086
	Iteration 16Q: 3 clusters Score -6293664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6293661.500000 Penalty: 5346.538086
	Iteration 17Q: 3 clusters Score -6293662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6293665.000000 Penalty: 5346.538086
	Iteration 18Q: 3 clusters Score -6293665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6293665.000000 Penalty: 5346.538086
	Iteration 19Q: 3 clusters Score -6293665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6293662.500000 Penalty: 5346.538086
	Iteration 20F: 3 clusters Score -6293662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Entering Unmasked Estep 
Score: -1212076.125000 Penalty: 2256.791748
	Iteration 0F: 2 clusters Score -1212076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1205095.500000 Penalty: 4513.583496
	Iteration 0F: 3 clusters Score -1205096 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1207107.750000 Penalty: 4513.583496
	Iteration 1F: 3 clusters Score -1207108 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1207445.500000 Penalty: 4513.583496
	Iteration 2F: 3 clusters Score -1207446 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1207752.250000 Penalty: 4513.583496
	Iteration 3F: 3 clusters Score -1207752 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1208090.500000 Penalty: 4513.583496
	Iteration 4F: 3 clusters Score -1208090 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1208455.000000 Penalty: 4513.583496
	Iteration 5F: 3 clusters Score -1208455 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1208840.625000 Penalty: 4513.583496
	Iteration 6F: 3 clusters Score -1208841 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1209189.375000 Penalty: 4513.583496
	Iteration 7F: 3 clusters Score -1209189 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1209484.125000 Penalty: 4513.583496
	Iteration 8F: 3 clusters Score -1209484 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1209766.250000 Penalty: 4513.583496
	Iteration 9Q: 3 clusters Score -1209766 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1210040.125000 Penalty: 4513.583496
	Iteration 10Q: 3 clusters Score -1210040 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1210243.375000 Penalty: 4513.583496
	Iteration 11Q: 3 clusters Score -1210243 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1210381.000000 Penalty: 4513.583496
	Iteration 12Q: 3 clusters Score -1210381 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1210496.625000 Penalty: 4513.583496
	Iteration 13Q: 3 clusters Score -1210497 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1210602.500000 Penalty: 4513.583496
	Iteration 14Q: 3 clusters Score -1210602 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1210696.000000 Penalty: 4513.583496
	Iteration 15Q: 3 clusters Score -1210696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1210784.000000 Penalty: 4513.583496
	Iteration 16Q: 3 clusters Score -1210784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1210864.500000 Penalty: 4513.583496
	Iteration 17Q: 3 clusters Score -1210864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1210934.000000 Penalty: 4513.583496
	Iteration 18Q: 3 clusters Score -1210934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1210988.625000 Penalty: 4513.583496
	Iteration 19Q: 3 clusters Score -1210989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1211025.125000 Penalty: 4513.583496
	Iteration 20F: 3 clusters Score -1211025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1211052.125000 Penalty: 4513.583496
	Iteration 21Q: 3 clusters Score -1211052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1211085.250000 Penalty: 4513.583496
	Iteration 22Q: 3 clusters Score -1211085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1211114.875000 Penalty: 4513.583496
	Iteration 23Q: 3 clusters Score -1211115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1211131.500000 Penalty: 4513.583496
	Iteration 24Q: 3 clusters Score -1211132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1211138.750000 Penalty: 4513.583496
	Iteration 25Q: 3 clusters Score -1211139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1211141.625000 Penalty: 4513.583496
	Iteration 26Q: 3 clusters Score -1211142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1211148.625000 Penalty: 4513.583496
	Iteration 27Q: 3 clusters Score -1211149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1211157.500000 Penalty: 4513.583496
	Iteration 28Q: 3 clusters Score -1211158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1211162.750000 Penalty: 4513.583496
	Iteration 29Q: 3 clusters Score -1211163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1211169.000000 Penalty: 4513.583496
	Iteration 30Q: 3 clusters Score -1211169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1211176.750000 Penalty: 4513.583496
	Iteration 31Q: 3 clusters Score -1211177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1211183.125000 Penalty: 4513.583496
	Iteration 32Q: 3 clusters Score -1211183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1211195.500000 Penalty: 4513.583496
	Iteration 33Q: 3 clusters Score -1211196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1211197.750000 Penalty: 4513.583496
	Iteration 34Q: 3 clusters Score -1211198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1211206.000000 Penalty: 4513.583496
	Iteration 35Q: 3 clusters Score -1211206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1211211.875000 Penalty: 4513.583496
	Iteration 36Q: 3 clusters Score -1211212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1211213.875000 Penalty: 4513.583496
	Iteration 37Q: 3 clusters Score -1211214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1211218.750000 Penalty: 4513.583496
	Iteration 38Q: 3 clusters Score -1211219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1211217.250000 Penalty: 4513.583496
	Iteration 39Q: 3 clusters Score -1211217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1211220.250000 Penalty: 4513.583496
	Iteration 40F: 3 clusters Score -1211220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1211219.125000 Penalty: 4513.583496
	Iteration 41Q: 3 clusters Score -1211219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1211219.625000 Penalty: 4513.583496
	Iteration 42Q: 3 clusters Score -1211220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1211221.250000 Penalty: 4513.583496
	Iteration 43Q: 3 clusters Score -1211221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1211221.250000 Penalty: 4513.583496
	Iteration 44F: 3 clusters Score -1211221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -11238.209961 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -11238.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10477.289062 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -10477.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10536.014648 Penalty: 2378.712158
	Iteration 1F: 3 clusters Score -10536.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10591.656250 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -10591.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10591.656250 Penalty: 2378.712158
	Iteration 3F: 3 clusters Score -10591.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -827207.125000 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -827207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -821835.125000 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -821835.1 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -823258.125000 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -823258.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -823514.062500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -823514.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -823686.500000 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -823686.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -823818.062500 Penalty: 4341.594238
	Iteration 4Q: 3 clusters Score -823818.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -823929.312500 Penalty: 4341.594238
	Iteration 5Q: 3 clusters Score -823929.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -824070.750000 Penalty: 4341.594238
	Iteration 6Q: 3 clusters Score -824070.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -824258.750000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -824258.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -824562.250000 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -824562.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -824974.500000 Penalty: 4341.594238
	Iteration 9F: 3 clusters Score -824974.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -825420.375000 Penalty: 4341.594238
	Iteration 10F: 3 clusters Score -825420.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -825779.375000 Penalty: 4341.594238
	Iteration 11F: 3 clusters Score -825779.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -826022.875000 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -826022.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -826166.812500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -826166.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -826247.312500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -826247.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -826310.750000 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -826310.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -826348.312500 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -826348.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -826379.125000 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -826379.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -826402.875000 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -826402.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -826418.750000 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -826418.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -826432.812500 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -826432.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -826443.750000 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -826443.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -826452.875000 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -826452.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -826461.187500 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -826461.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -826473.625000 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -826473.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -826480.312500 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -826480.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -826489.125000 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -826489.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -826499.750000 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -826499.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -826508.437500 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -826508.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -826520.625000 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -826520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -826528.312500 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -826528.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -826533.687500 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -826533.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -826539.437500 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -826539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -826545.000000 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -826545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -826548.437500 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -826548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -826554.875000 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -826554.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -826559.500000 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -826559.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -826565.812500 Penalty: 4341.594238
	Iteration 37Q: 3 clusters Score -826565.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -826570.000000 Penalty: 4341.594238
	Iteration 38Q: 3 clusters Score -826570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -826575.750000 Penalty: 4341.594238
	Iteration 39Q: 3 clusters Score -826575.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -826578.937500 Penalty: 4341.594238
	Iteration 40F: 3 clusters Score -826578.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -826585.750000 Penalty: 4341.594238
	Iteration 41Q: 3 clusters Score -826585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -826588.562500 Penalty: 4341.594238
	Iteration 42Q: 3 clusters Score -826588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -826589.187500 Penalty: 4341.594238
	Iteration 43Q: 3 clusters Score -826589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -826589.000000 Penalty: 4341.594238
	Iteration 44Q: 3 clusters Score -826589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -826589.687500 Penalty: 4341.594238
	Iteration 45Q: 3 clusters Score -826589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -826591.687500 Penalty: 4341.594238
	Iteration 46Q: 3 clusters Score -826591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -826591.625000 Penalty: 4341.594238
	Iteration 47Q: 3 clusters Score -826591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -826591.187500 Penalty: 4341.594238
	Iteration 48Q: 3 clusters Score -826591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -826593.062500 Penalty: 4341.594238
	Iteration 49Q: 3 clusters Score -826593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -826594.687500 Penalty: 4341.594238
	Iteration 50Q: 3 clusters Score -826594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -826594.687500 Penalty: 4341.594238
	Iteration 51F: 3 clusters Score -826594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -157193.125000 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -157193.1 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 598 members 
Entering Unmasked Estep 
Score: -155071.328125 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -155071.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155391.906250 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -155391.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155470.250000 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -155470.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155514.000000 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -155514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -155536.640625 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -155536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155553.562500 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -155553.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155564.296875 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -155564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155570.671875 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -155570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155576.203125 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -155576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155579.265625 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -155579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155581.000000 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -155581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155581.437500 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -155581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155581.937500 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -155581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155584.265625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -155584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155584.890625 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -155584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -155587.109375 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -155587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155590.125000 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -155590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155591.156250 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -155591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155593.281250 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -155593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155595.578125 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -155595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155597.687500 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -155597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155599.312500 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -155599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155599.312500 Penalty: 3508.761963
	Iteration 22F: 3 clusters Score -155599.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -303144.906250 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -303144.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300366.406250 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -300366.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -300877.906250 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -300877.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -301019.281250 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -301019.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -301094.218750 Penalty: 3828.247314
	Iteration 3Q: 3 clusters Score -301094.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -301140.312500 Penalty: 3828.247314
	Iteration 4Q: 3 clusters Score -301140.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -301171.343750 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -301171.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -301195.062500 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -301195.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -301221.375000 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -301221.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -301248.406250 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -301248.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -301272.000000 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -301272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -301295.218750 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -301295.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -301312.343750 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -301312.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -301323.093750 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -301323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -301327.906250 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -301327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -301331.312500 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -301331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -301337.187500 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -301337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -301338.406250 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -301338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -301338.593750 Penalty: 3828.247314
	Iteration 17Q: 3 clusters Score -301338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -301338.437500 Penalty: 3828.247314
	Iteration 18Q: 3 clusters Score -301338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -301338.437500 Penalty: 3828.247314
	Iteration 19F: 3 clusters Score -301338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Entering Unmasked Estep 
Score: -17422104.000000 Penalty: 2919.513428
	Iteration 0F: 2 clusters Score -1.74221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -17342232.000000 Penalty: 5839.026855
	Iteration 0F: 3 clusters Score -1.734223e+07 nChanged 61805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -17378150.000000 Penalty: 5839.026855
	Iteration 1F: 3 clusters Score -1.737815e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -17379250.000000 Penalty: 5839.026855
	Iteration 2Q: 3 clusters Score -1.737925e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -17380648.000000 Penalty: 5839.026855
	Iteration 3Q: 3 clusters Score -1.738065e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -17383296.000000 Penalty: 5839.026855
	Iteration 4Q: 3 clusters Score -1.73833e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -17387624.000000 Penalty: 5839.026855
	Iteration 5F: 3 clusters Score -1.738762e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -17394864.000000 Penalty: 5839.026855
	Iteration 6F: 3 clusters Score -1.739486e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -17404116.000000 Penalty: 5839.026855
	Iteration 7F: 3 clusters Score -1.740412e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -17410782.000000 Penalty: 5839.026855
	Iteration 8F: 3 clusters Score -1.741078e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -17413460.000000 Penalty: 5839.026855
	Iteration 9F: 3 clusters Score -1.741346e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -17414888.000000 Penalty: 5839.026855
	Iteration 10Q: 3 clusters Score -1.741489e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -17416002.000000 Penalty: 5839.026855
	Iteration 11Q: 3 clusters Score -1.7416e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -17416890.000000 Penalty: 5839.026855
	Iteration 12Q: 3 clusters Score -1.741689e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -17417628.000000 Penalty: 5839.026855
	Iteration 13Q: 3 clusters Score -1.741763e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -17418160.000000 Penalty: 5839.026855
	Iteration 14Q: 3 clusters Score -1.741816e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -17418490.000000 Penalty: 5839.026855
	Iteration 15Q: 3 clusters Score -1.741849e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -17418822.000000 Penalty: 5839.026855
	Iteration 16Q: 3 clusters Score -1.741882e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -17419124.000000 Penalty: 5839.026855
	Iteration 17Q: 3 clusters Score -1.741912e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -17419324.000000 Penalty: 5839.026855
	Iteration 18Q: 3 clusters Score -1.741932e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -17419506.000000 Penalty: 5839.026855
	Iteration 19Q: 3 clusters Score -1.741951e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -17419640.000000 Penalty: 5839.026855
	Iteration 20F: 3 clusters Score -1.741964e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -17419716.000000 Penalty: 5839.026855
	Iteration 21Q: 3 clusters Score -1.741972e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -17419780.000000 Penalty: 5839.026855
	Iteration 22Q: 3 clusters Score -1.741978e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -17419814.000000 Penalty: 5839.026855
	Iteration 23Q: 3 clusters Score -1.741981e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -17419790.000000 Penalty: 5839.026855
	Iteration 24Q: 3 clusters Score -1.741979e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -17419794.000000 Penalty: 5839.026855
	Iteration 25Q: 3 clusters Score -1.741979e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -17419746.000000 Penalty: 5839.026855
	Iteration 26Q: 3 clusters Score -1.741975e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -17419702.000000 Penalty: 5839.026855
	Iteration 27Q: 3 clusters Score -1.74197e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -17419656.000000 Penalty: 5839.026855
	Iteration 28Q: 3 clusters Score -1.741966e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -17419570.000000 Penalty: 5839.026855
	Iteration 29Q: 3 clusters Score -1.741957e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -17419582.000000 Penalty: 5839.026855
	Iteration 30Q: 3 clusters Score -1.741958e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -17419602.000000 Penalty: 5839.026855
	Iteration 31Q: 3 clusters Score -1.74196e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -17419582.000000 Penalty: 5839.026855
	Iteration 32Q: 3 clusters Score -1.741958e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -17419584.000000 Penalty: 5839.026855
	Iteration 33Q: 3 clusters Score -1.741958e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -17419576.000000 Penalty: 5839.026855
	Iteration 34Q: 3 clusters Score -1.741958e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -17419550.000000 Penalty: 5839.026855
	Iteration 35Q: 3 clusters Score -1.741955e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -17419578.000000 Penalty: 5839.026855
	Iteration 36Q: 3 clusters Score -1.741958e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -17419586.000000 Penalty: 5839.026855
	Iteration 37Q: 3 clusters Score -1.741959e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -17419616.000000 Penalty: 5839.026855
	Iteration 38Q: 3 clusters Score -1.741962e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -17419574.000000 Penalty: 5839.026855
	Iteration 39Q: 3 clusters Score -1.741957e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -17419572.000000 Penalty: 5839.026855
	Iteration 40F: 3 clusters Score -1.741957e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -17419516.000000 Penalty: 5839.026855
	Iteration 41Q: 3 clusters Score -1.741952e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -17419496.000000 Penalty: 5839.026855
	Iteration 42Q: 3 clusters Score -1.74195e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -17419536.000000 Penalty: 5839.026855
	Iteration 43Q: 3 clusters Score -1.741954e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -17419550.000000 Penalty: 5839.026855
	Iteration 44Q: 3 clusters Score -1.741955e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -17419526.000000 Penalty: 5839.026855
	Iteration 45Q: 3 clusters Score -1.741953e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -17419466.000000 Penalty: 5839.026855
	Iteration 46Q: 3 clusters Score -1.741947e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -17419430.000000 Penalty: 5839.026855
	Iteration 47Q: 3 clusters Score -1.741943e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -17419392.000000 Penalty: 5839.026855
	Iteration 48Q: 3 clusters Score -1.741939e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -17419352.000000 Penalty: 5839.026855
	Iteration 49Q: 3 clusters Score -1.741935e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -17419320.000000 Penalty: 5839.026855
	Iteration 50Q: 3 clusters Score -1.741932e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -17419286.000000 Penalty: 5839.026855
	Iteration 51Q: 3 clusters Score -1.741929e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -17419368.000000 Penalty: 5839.026855
	Iteration 52Q: 3 clusters Score -1.741937e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -17419342.000000 Penalty: 5839.026855
	Iteration 53Q: 3 clusters Score -1.741934e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -17419404.000000 Penalty: 5839.026855
	Iteration 54Q: 3 clusters Score -1.74194e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -17419476.000000 Penalty: 5839.026855
	Iteration 55Q: 3 clusters Score -1.741948e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -17419446.000000 Penalty: 5839.026855
	Iteration 56Q: 3 clusters Score -1.741945e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -17419486.000000 Penalty: 5839.026855
	Iteration 57Q: 3 clusters Score -1.741949e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -17419580.000000 Penalty: 5839.026855
	Iteration 58Q: 3 clusters Score -1.741958e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -17419610.000000 Penalty: 5839.026855
	Iteration 59Q: 3 clusters Score -1.741961e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -17419648.000000 Penalty: 5839.026855
	Iteration 60F: 3 clusters Score -1.741965e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -17419762.000000 Penalty: 5839.026855
	Iteration 61Q: 3 clusters Score -1.741976e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -17419814.000000 Penalty: 5839.026855
	Iteration 62Q: 3 clusters Score -1.741981e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -17419856.000000 Penalty: 5839.026855
	Iteration 63Q: 3 clusters Score -1.741986e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -17419904.000000 Penalty: 5839.026855
	Iteration 64Q: 3 clusters Score -1.74199e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -17419938.000000 Penalty: 5839.026855
	Iteration 65Q: 3 clusters Score -1.741994e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -17419936.000000 Penalty: 5839.026855
	Iteration 66Q: 3 clusters Score -1.741994e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -17419970.000000 Penalty: 5839.026855
	Iteration 67Q: 3 clusters Score -1.741997e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -17419980.000000 Penalty: 5839.026855
	Iteration 68Q: 3 clusters Score -1.741998e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -17420012.000000 Penalty: 5839.026855
	Iteration 69Q: 3 clusters Score -1.742001e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -17420000.000000 Penalty: 5839.026855
	Iteration 70Q: 3 clusters Score -1.742e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -17420036.000000 Penalty: 5839.026855
	Iteration 71Q: 3 clusters Score -1.742004e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -17420060.000000 Penalty: 5839.026855
	Iteration 72Q: 3 clusters Score -1.742006e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104597 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -17420024.000000 Penalty: 5839.026855
	Iteration 73Q: 3 clusters Score -1.742002e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -17420026.000000 Penalty: 5839.026855
	Iteration 74Q: 3 clusters Score -1.742003e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -17420004.000000 Penalty: 5839.026855
	Iteration 75Q: 3 clusters Score -1.742e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105019 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -17420052.000000 Penalty: 5839.026855
	Iteration 76Q: 3 clusters Score -1.742005e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -17420070.000000 Penalty: 5839.026855
	Iteration 77Q: 3 clusters Score -1.742007e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -17420048.000000 Penalty: 5839.026855
	Iteration 78Q: 3 clusters Score -1.742005e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -17420044.000000 Penalty: 5839.026855
	Iteration 79Q: 3 clusters Score -1.742004e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -17420056.000000 Penalty: 5839.026855
	Iteration 80F: 3 clusters Score -1.742006e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -17420058.000000 Penalty: 5839.026855
	Iteration 81Q: 3 clusters Score -1.742006e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -17420052.000000 Penalty: 5839.026855
	Iteration 82Q: 3 clusters Score -1.742005e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -17420068.000000 Penalty: 5839.026855
	Iteration 83Q: 3 clusters Score -1.742007e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -17420068.000000 Penalty: 5839.026855
	Iteration 84Q: 3 clusters Score -1.742007e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -17420064.000000 Penalty: 5839.026855
	Iteration 85Q: 3 clusters Score -1.742006e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -17420046.000000 Penalty: 5839.026855
	Iteration 86Q: 3 clusters Score -1.742005e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -17420028.000000 Penalty: 5839.026855
	Iteration 87Q: 3 clusters Score -1.742003e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -17420040.000000 Penalty: 5839.026855
	Iteration 88Q: 3 clusters Score -1.742004e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -17420078.000000 Penalty: 5839.026855
	Iteration 89Q: 3 clusters Score -1.742008e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -17420074.000000 Penalty: 5839.026855
	Iteration 90Q: 3 clusters Score -1.742007e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -17420078.000000 Penalty: 5839.026855
	Iteration 91Q: 3 clusters Score -1.742008e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -17420126.000000 Penalty: 5839.026855
	Iteration 92Q: 3 clusters Score -1.742013e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -17420104.000000 Penalty: 5839.026855
	Iteration 93Q: 3 clusters Score -1.74201e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -17420120.000000 Penalty: 5839.026855
	Iteration 94Q: 3 clusters Score -1.742012e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106787 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -17420112.000000 Penalty: 5839.026855
	Iteration 95Q: 3 clusters Score -1.742011e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106856 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -17420106.000000 Penalty: 5839.026855
	Iteration 96Q: 3 clusters Score -1.742011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -17420122.000000 Penalty: 5839.026855
	Iteration 97Q: 3 clusters Score -1.742012e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -17420110.000000 Penalty: 5839.026855
	Iteration 98Q: 3 clusters Score -1.742011e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -17420108.000000 Penalty: 5839.026855
	Iteration 99Q: 3 clusters Score -1.742011e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -17420112.000000 Penalty: 5839.026855
	Iteration 100F: 3 clusters Score -1.742011e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -17420118.000000 Penalty: 5839.026855
	Iteration 101Q: 3 clusters Score -1.742012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -17420108.000000 Penalty: 5839.026855
	Iteration 102Q: 3 clusters Score -1.742011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -17420108.000000 Penalty: 5839.026855
	Iteration 103Q: 3 clusters Score -1.742011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -17420110.000000 Penalty: 5839.026855
	Iteration 104Q: 3 clusters Score -1.742011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -17420112.000000 Penalty: 5839.026855
	Iteration 105Q: 3 clusters Score -1.742011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -17420108.000000 Penalty: 5839.026855
	Iteration 106Q: 3 clusters Score -1.742011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -17420122.000000 Penalty: 5839.026855
	Iteration 107Q: 3 clusters Score -1.742012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -17420106.000000 Penalty: 5839.026855
	Iteration 108Q: 3 clusters Score -1.742011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -17420116.000000 Penalty: 5839.026855
	Iteration 109Q: 3 clusters Score -1.742012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107449 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -17420140.000000 Penalty: 5839.026855
	Iteration 110Q: 3 clusters Score -1.742014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -17420128.000000 Penalty: 5839.026855
	Iteration 111Q: 3 clusters Score -1.742013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107504 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -17420138.000000 Penalty: 5839.026855
	Iteration 112Q: 3 clusters Score -1.742014e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107535 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -17420142.000000 Penalty: 5839.026855
	Iteration 113Q: 3 clusters Score -1.742014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -17420134.000000 Penalty: 5839.026855
	Iteration 114Q: 3 clusters Score -1.742013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -17420132.000000 Penalty: 5839.026855
	Iteration 115Q: 3 clusters Score -1.742013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107582 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -17420140.000000 Penalty: 5839.026855
	Iteration 116Q: 3 clusters Score -1.742014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -17420150.000000 Penalty: 5839.026855
	Iteration 117Q: 3 clusters Score -1.742015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -17420152.000000 Penalty: 5839.026855
	Iteration 118Q: 3 clusters Score -1.742015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -17420142.000000 Penalty: 5839.026855
	Iteration 119Q: 3 clusters Score -1.742014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107632 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -17420152.000000 Penalty: 5839.026855
	Iteration 120F: 3 clusters Score -1.742015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -17420156.000000 Penalty: 5839.026855
	Iteration 121Q: 3 clusters Score -1.742016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -17420156.000000 Penalty: 5839.026855
	Iteration 122Q: 3 clusters Score -1.742016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -17420152.000000 Penalty: 5839.026855
	Iteration 123Q: 3 clusters Score -1.742015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -17420156.000000 Penalty: 5839.026855
	Iteration 124Q: 3 clusters Score -1.742016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -17420144.000000 Penalty: 5839.026855
	Iteration 125Q: 3 clusters Score -1.742014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -17420162.000000 Penalty: 5839.026855
	Iteration 126Q: 3 clusters Score -1.742016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -17420170.000000 Penalty: 5839.026855
	Iteration 127Q: 3 clusters Score -1.742017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -17420150.000000 Penalty: 5839.026855
	Iteration 128Q: 3 clusters Score -1.742015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -17420160.000000 Penalty: 5839.026855
	Iteration 129Q: 3 clusters Score -1.742016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -17420158.000000 Penalty: 5839.026855
	Iteration 130Q: 3 clusters Score -1.742016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -17420158.000000 Penalty: 5839.026855
	Iteration 131Q: 3 clusters Score -1.742016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -17420168.000000 Penalty: 5839.026855
	Iteration 132Q: 3 clusters Score -1.742017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -17420158.000000 Penalty: 5839.026855
	Iteration 133Q: 3 clusters Score -1.742016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -17420164.000000 Penalty: 5839.026855
	Iteration 134Q: 3 clusters Score -1.742016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -17420162.000000 Penalty: 5839.026855
	Iteration 135Q: 3 clusters Score -1.742016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -17420164.000000 Penalty: 5839.026855
	Iteration 136Q: 3 clusters Score -1.742016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -17420172.000000 Penalty: 5839.026855
	Iteration 137Q: 3 clusters Score -1.742017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -17420150.000000 Penalty: 5839.026855
	Iteration 138Q: 3 clusters Score -1.742015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -17420154.000000 Penalty: 5839.026855
	Iteration 139Q: 3 clusters Score -1.742015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -17420152.000000 Penalty: 5839.026855
	Iteration 140F: 3 clusters Score -1.742015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107792 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -17420146.000000 Penalty: 5839.026855
	Iteration 141Q: 3 clusters Score -1.742015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107799 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -17420146.000000 Penalty: 5839.026855
	Iteration 142Q: 3 clusters Score -1.742015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -17420142.000000 Penalty: 5839.026855
	Iteration 143Q: 3 clusters Score -1.742014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -17420148.000000 Penalty: 5839.026855
	Iteration 144Q: 3 clusters Score -1.742015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -17420144.000000 Penalty: 5839.026855
	Iteration 145Q: 3 clusters Score -1.742014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -17420140.000000 Penalty: 5839.026855
	Iteration 146Q: 3 clusters Score -1.742014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -17420136.000000 Penalty: 5839.026855
	Iteration 147Q: 3 clusters Score -1.742014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -17420130.000000 Penalty: 5839.026855
	Iteration 148Q: 3 clusters Score -1.742013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -17420138.000000 Penalty: 5839.026855
	Iteration 149Q: 3 clusters Score -1.742014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -17420132.000000 Penalty: 5839.026855
	Iteration 150Q: 3 clusters Score -1.742013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -17420138.000000 Penalty: 5839.026855
	Iteration 151Q: 3 clusters Score -1.742014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -17420132.000000 Penalty: 5839.026855
	Iteration 152Q: 3 clusters Score -1.742013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -17420132.000000 Penalty: 5839.026855
	Iteration 153F: 3 clusters Score -1.742013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37966.171875 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -37966.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38307.398438 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38307.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38464.339844 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -38464.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38729.050781 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -38729.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38859.835938 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -38859.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38891.175781 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -38891.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38932.542969 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -38932.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -38951.960938 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -38951.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -38960.292969 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -38960.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38968.269531 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -38968.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38975.425781 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -38975.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38980.804688 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -38980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38984.394531 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -38984.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38990.195312 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -38990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38992.957031 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -38992.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38992.957031 Penalty: 2916.744385
	Iteration 15F: 3 clusters Score -38992.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -25609.193359 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -25609.19 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 109 members 
Entering Unmasked Estep 
Score: -24501.996094 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -24502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24597.376953 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -24597.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24633.882812 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -24633.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24646.203125 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -24646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24648.464844 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -24648.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24648.464844 Penalty: 2728.624268
	Iteration 5F: 3 clusters Score -24648.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (146404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Entering Unmasked Estep 
Score: -19584420.000000 Penalty: 2949.742920
	Iteration 0F: 2 clusters Score -1.958442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -19500108.000000 Penalty: 5899.485840
	Iteration 0F: 3 clusters Score -1.950011e+07 nChanged 70157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -19540098.000000 Penalty: 5899.485840
	Iteration 1F: 3 clusters Score -1.95401e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -19541294.000000 Penalty: 5899.485840
	Iteration 2Q: 3 clusters Score -1.954129e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -19542868.000000 Penalty: 5899.485840
	Iteration 3Q: 3 clusters Score -1.954287e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -19544898.000000 Penalty: 5899.485840
	Iteration 4Q: 3 clusters Score -1.95449e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -19548314.000000 Penalty: 5899.485840
	Iteration 5Q: 3 clusters Score -1.954831e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -19553268.000000 Penalty: 5899.485840
	Iteration 6F: 3 clusters Score -1.955327e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -19560414.000000 Penalty: 5899.485840
	Iteration 7F: 3 clusters Score -1.956041e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -19569312.000000 Penalty: 5899.485840
	Iteration 8F: 3 clusters Score -1.956931e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -19576358.000000 Penalty: 5899.485840
	Iteration 9F: 3 clusters Score -1.957636e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -19579320.000000 Penalty: 5899.485840
	Iteration 10F: 3 clusters Score -1.957932e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -19580390.000000 Penalty: 5899.485840
	Iteration 11Q: 3 clusters Score -1.958039e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -19581198.000000 Penalty: 5899.485840
	Iteration 12Q: 3 clusters Score -1.95812e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -19582140.000000 Penalty: 5899.485840
	Iteration 13Q: 3 clusters Score -1.958214e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -19582864.000000 Penalty: 5899.485840
	Iteration 14Q: 3 clusters Score -1.958286e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -19583532.000000 Penalty: 5899.485840
	Iteration 15Q: 3 clusters Score -1.958353e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -19584036.000000 Penalty: 5899.485840
	Iteration 16Q: 3 clusters Score -1.958404e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -19584320.000000 Penalty: 5899.485840
	Iteration 17Q: 3 clusters Score -1.958432e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -19584662.000000 Penalty: 5899.485840
	Iteration 18Q: 3 clusters Score -1.958466e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -19585032.000000 Penalty: 5899.485840
	Iteration 19Q: 3 clusters Score -1.958503e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -19585424.000000 Penalty: 5899.485840
	Iteration 20F: 3 clusters Score -1.958542e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -19585530.000000 Penalty: 5899.485840
	Iteration 21Q: 3 clusters Score -1.958553e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -19585684.000000 Penalty: 5899.485840
	Iteration 22Q: 3 clusters Score -1.958568e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -19585774.000000 Penalty: 5899.485840
	Iteration 23Q: 3 clusters Score -1.958577e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -19585930.000000 Penalty: 5899.485840
	Iteration 24Q: 3 clusters Score -1.958593e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -19586030.000000 Penalty: 5899.485840
	Iteration 25Q: 3 clusters Score -1.958603e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -19586144.000000 Penalty: 5899.485840
	Iteration 26Q: 3 clusters Score -1.958614e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -19586180.000000 Penalty: 5899.485840
	Iteration 27Q: 3 clusters Score -1.958618e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -19586254.000000 Penalty: 5899.485840
	Iteration 28Q: 3 clusters Score -1.958625e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -19586304.000000 Penalty: 5899.485840
	Iteration 29Q: 3 clusters Score -1.95863e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -19586366.000000 Penalty: 5899.485840
	Iteration 30Q: 3 clusters Score -1.958637e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -19586396.000000 Penalty: 5899.485840
	Iteration 31Q: 3 clusters Score -1.95864e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -19586422.000000 Penalty: 5899.485840
	Iteration 32Q: 3 clusters Score -1.958642e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -19586464.000000 Penalty: 5899.485840
	Iteration 33Q: 3 clusters Score -1.958646e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -19586456.000000 Penalty: 5899.485840
	Iteration 34Q: 3 clusters Score -1.958646e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -19586444.000000 Penalty: 5899.485840
	Iteration 35Q: 3 clusters Score -1.958644e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -19586448.000000 Penalty: 5899.485840
	Iteration 36Q: 3 clusters Score -1.958645e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -19586426.000000 Penalty: 5899.485840
	Iteration 37Q: 3 clusters Score -1.958643e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -19586436.000000 Penalty: 5899.485840
	Iteration 38Q: 3 clusters Score -1.958644e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -19586474.000000 Penalty: 5899.485840
	Iteration 39Q: 3 clusters Score -1.958647e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -19586466.000000 Penalty: 5899.485840
	Iteration 40F: 3 clusters Score -1.958647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -19586454.000000 Penalty: 5899.485840
	Iteration 41Q: 3 clusters Score -1.958645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -19586450.000000 Penalty: 5899.485840
	Iteration 42Q: 3 clusters Score -1.958645e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -19586450.000000 Penalty: 5899.485840
	Iteration 43Q: 3 clusters Score -1.958645e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -19586440.000000 Penalty: 5899.485840
	Iteration 44Q: 3 clusters Score -1.958644e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -19586394.000000 Penalty: 5899.485840
	Iteration 45Q: 3 clusters Score -1.958639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -19586428.000000 Penalty: 5899.485840
	Iteration 46Q: 3 clusters Score -1.958643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -19586418.000000 Penalty: 5899.485840
	Iteration 47Q: 3 clusters Score -1.958642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -19586450.000000 Penalty: 5899.485840
	Iteration 48Q: 3 clusters Score -1.958645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -19586456.000000 Penalty: 5899.485840
	Iteration 49Q: 3 clusters Score -1.958646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -19586466.000000 Penalty: 5899.485840
	Iteration 50Q: 3 clusters Score -1.958647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -19586456.000000 Penalty: 5899.485840
	Iteration 51Q: 3 clusters Score -1.958646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -19586434.000000 Penalty: 5899.485840
	Iteration 52Q: 3 clusters Score -1.958643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -19586430.000000 Penalty: 5899.485840
	Iteration 53Q: 3 clusters Score -1.958643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -19586404.000000 Penalty: 5899.485840
	Iteration 54Q: 3 clusters Score -1.95864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -19586412.000000 Penalty: 5899.485840
	Iteration 55Q: 3 clusters Score -1.958641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -19586418.000000 Penalty: 5899.485840
	Iteration 56Q: 3 clusters Score -1.958642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -19586410.000000 Penalty: 5899.485840
	Iteration 57Q: 3 clusters Score -1.958641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -19586404.000000 Penalty: 5899.485840
	Iteration 58Q: 3 clusters Score -1.95864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -19586422.000000 Penalty: 5899.485840
	Iteration 59Q: 3 clusters Score -1.958642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -19586402.000000 Penalty: 5899.485840
	Iteration 60F: 3 clusters Score -1.95864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -19586406.000000 Penalty: 5899.485840
	Iteration 61Q: 3 clusters Score -1.958641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -19586412.000000 Penalty: 5899.485840
	Iteration 62Q: 3 clusters Score -1.958641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -19586436.000000 Penalty: 5899.485840
	Iteration 63Q: 3 clusters Score -1.958644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -19586398.000000 Penalty: 5899.485840
	Iteration 64Q: 3 clusters Score -1.95864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -19586390.000000 Penalty: 5899.485840
	Iteration 65Q: 3 clusters Score -1.958639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -19586392.000000 Penalty: 5899.485840
	Iteration 66Q: 3 clusters Score -1.958639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -19586400.000000 Penalty: 5899.485840
	Iteration 67Q: 3 clusters Score -1.95864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -19586390.000000 Penalty: 5899.485840
	Iteration 68Q: 3 clusters Score -1.958639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -19586400.000000 Penalty: 5899.485840
	Iteration 69Q: 3 clusters Score -1.95864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -19586406.000000 Penalty: 5899.485840
	Iteration 70Q: 3 clusters Score -1.958641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -19586410.000000 Penalty: 5899.485840
	Iteration 71Q: 3 clusters Score -1.958641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -19586414.000000 Penalty: 5899.485840
	Iteration 72Q: 3 clusters Score -1.958641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -19586416.000000 Penalty: 5899.485840
	Iteration 73Q: 3 clusters Score -1.958642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -19586408.000000 Penalty: 5899.485840
	Iteration 74Q: 3 clusters Score -1.958641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -19586410.000000 Penalty: 5899.485840
	Iteration 75Q: 3 clusters Score -1.958641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -19586402.000000 Penalty: 5899.485840
	Iteration 76Q: 3 clusters Score -1.95864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -19586402.000000 Penalty: 5899.485840
	Iteration 77F: 3 clusters Score -1.95864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21352 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 47504 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 48017 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 129603 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 98900 members 
Entering Unmasked Estep 
Score: -62758416.000000 Penalty: 81056.015625
Splitting cluster 26 changes total score from -62757036.000000 to -62758416.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 21352 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 48017 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 129603 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 98900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62760080.000000 Penalty: 81056.015625
Iteration 439Q: 26 clusters Score -6.276008e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 46693 members 
Mstep: Class 14 contains 63397 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 48609 members 
Mstep: Class 18 contains 9129 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6399 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 2262 members 
Mstep: Class 23 contains 130354 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 96684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62764172.000000 Penalty: 81056.015625
Iteration 440F: 26 clusters Score -6.276417e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 53175 members 
Mstep: Class 14 contains 62209 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 48224 members 
Mstep: Class 18 contains 8877 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 127409 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 95786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62767164.000000 Penalty: 81056.015625
Iteration 441Q: 26 clusters Score -6.276716e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21249 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 57608 members 
Mstep: Class 14 contains 60955 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 48022 members 
Mstep: Class 18 contains 8716 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 124351 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 96635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768824.000000 Penalty: 81056.015625
Iteration 442Q: 26 clusters Score -6.276882e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21155 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 61733 members 
Mstep: Class 14 contains 59661 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 47968 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 2215 members 
Mstep: Class 23 contains 120612 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 98309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62771048.000000 Penalty: 81056.015625
Iteration 443Q: 26 clusters Score -6.277105e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21078 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 65541 members 
Mstep: Class 14 contains 58372 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 47978 members 
Mstep: Class 18 contains 8392 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6514 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 2200 members 
Mstep: Class 23 contains 116806 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 100183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62772504.000000 Penalty: 81056.015625
Iteration 444Q: 26 clusters Score -6.27725e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 69309 members 
Mstep: Class 14 contains 57106 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 48061 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 112910 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 102057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62773684.000000 Penalty: 81056.015625
Iteration 445Q: 26 clusters Score -6.277368e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20938 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 73052 members 
Mstep: Class 14 contains 55973 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 48232 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6604 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 109125 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 103597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774632.000000 Penalty: 81056.015625
Iteration 446Q: 26 clusters Score -6.277463e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20858 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 76342 members 
Mstep: Class 14 contains 54953 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 48443 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 106096 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 104634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775100.000000 Penalty: 81056.015625
Iteration 447Q: 26 clusters Score -6.27751e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20781 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 79275 members 
Mstep: Class 14 contains 53929 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 48720 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6701 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 103528 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 105465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775392.000000 Penalty: 81056.015625
Iteration 448Q: 26 clusters Score -6.277539e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20725 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 81637 members 
Mstep: Class 14 contains 52942 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 49054 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 101567 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775408.000000 Penalty: 81056.015625
Iteration 449Q: 26 clusters Score -6.277541e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20678 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 83352 members 
Mstep: Class 14 contains 52108 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 49431 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 100203 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775496.000000 Penalty: 81056.015625
Iteration 450Q: 26 clusters Score -6.27755e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20646 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 84607 members 
Mstep: Class 14 contains 51377 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 49854 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 99301 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775348.000000 Penalty: 81056.015625
Iteration 451Q: 26 clusters Score -6.277535e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20608 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 85496 members 
Mstep: Class 14 contains 50722 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 50214 members 
Mstep: Class 18 contains 7638 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 98703 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775296.000000 Penalty: 81056.015625
Iteration 452Q: 26 clusters Score -6.27753e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 86184 members 
Mstep: Class 14 contains 50139 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 50582 members 
Mstep: Class 18 contains 7596 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6882 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 98238 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775268.000000 Penalty: 81056.015625
Iteration 453Q: 26 clusters Score -6.277527e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 86723 members 
Mstep: Class 14 contains 49620 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 50931 members 
Mstep: Class 18 contains 7571 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 97895 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775112.000000 Penalty: 81056.015625
Iteration 454Q: 26 clusters Score -6.277511e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20527 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 87123 members 
Mstep: Class 14 contains 49181 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 51267 members 
Mstep: Class 18 contains 7555 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 97615 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775096.000000 Penalty: 81056.015625
Iteration 455Q: 26 clusters Score -6.27751e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20507 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 87438 members 
Mstep: Class 14 contains 48816 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 51628 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 97310 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775200.000000 Penalty: 81056.015625
Iteration 456Q: 26 clusters Score -6.27752e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20491 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 87666 members 
Mstep: Class 14 contains 48480 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 51931 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6968 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 97106 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774932.000000 Penalty: 81056.015625
Iteration 457Q: 26 clusters Score -6.277493e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20485 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 87854 members 
Mstep: Class 14 contains 48165 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 52204 members 
Mstep: Class 18 contains 7510 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 96892 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774816.000000 Penalty: 81056.015625
Iteration 458Q: 26 clusters Score -6.277482e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20477 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 88028 members 
Mstep: Class 14 contains 47889 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 52432 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6985 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 96693 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62774696.000000 Penalty: 81056.015625
Iteration 459Q: 26 clusters Score -6.27747e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20463 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 88173 members 
Mstep: Class 14 contains 47635 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 52640 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 96519 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775124.000000 Penalty: 81056.015625
Iteration 460F: 26 clusters Score -6.277512e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20450 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 89403 members 
Mstep: Class 14 contains 47293 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 52828 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 7000 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 95396 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775120.000000 Penalty: 81056.015625
Iteration 461Q: 26 clusters Score -6.277512e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20431 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 90795 members 
Mstep: Class 14 contains 46918 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 53071 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6999 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 94166 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775156.000000 Penalty: 81056.015625
Iteration 462Q: 26 clusters Score -6.277516e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3599 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20398 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 92243 members 
Mstep: Class 14 contains 46533 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 53311 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6992 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 92877 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775260.000000 Penalty: 81056.015625
Iteration 463Q: 26 clusters Score -6.277526e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20366 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 93720 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 53526 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6985 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 91633 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775428.000000 Penalty: 81056.015625
Iteration 464Q: 26 clusters Score -6.277543e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3641 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20346 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 95174 members 
Mstep: Class 14 contains 45804 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 53706 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 90419 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775492.000000 Penalty: 81056.015625
Iteration 465Q: 26 clusters Score -6.277549e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20319 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 96648 members 
Mstep: Class 14 contains 45456 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 53861 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 89257 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62775364.000000 Penalty: 81056.015625
Iteration 466Q: 26 clusters Score -6.277536e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20297 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 98218 members 
Mstep: Class 14 contains 45131 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 53994 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 88079 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 107371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776128.000000 Penalty: 81056.015625
Iteration 467Q: 26 clusters Score -6.277613e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20273 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 99780 members 
Mstep: Class 14 contains 44808 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54105 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 87259 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776788.000000 Penalty: 81056.015625
Iteration 468Q: 26 clusters Score -6.277679e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20255 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 101305 members 
Mstep: Class 14 contains 44484 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54162 members 
Mstep: Class 18 contains 7304 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 87007 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 106001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777144.000000 Penalty: 81056.015625
Iteration 469Q: 26 clusters Score -6.277714e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20233 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 102700 members 
Mstep: Class 14 contains 44183 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54227 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6913 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 86737 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 105203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62777536.000000 Penalty: 81056.015625
Iteration 470Q: 26 clusters Score -6.277754e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20214 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 104011 members 
Mstep: Class 14 contains 43889 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54306 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 86399 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 104542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778144.000000 Penalty: 81056.015625
Iteration 471Q: 26 clusters Score -6.277814e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20189 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 105257 members 
Mstep: Class 14 contains 43578 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54358 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 86240 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 103820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778656.000000 Penalty: 81056.015625
Iteration 472Q: 26 clusters Score -6.277866e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3830 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20164 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 106496 members 
Mstep: Class 14 contains 43270 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54408 members 
Mstep: Class 18 contains 7180 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6896 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 86297 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 102872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62778868.000000 Penalty: 81056.015625
Iteration 473Q: 26 clusters Score -6.277887e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20143 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 107610 members 
Mstep: Class 14 contains 42966 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54455 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6898 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 86447 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 101954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779044.000000 Penalty: 81056.015625
Iteration 474Q: 26 clusters Score -6.277904e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20114 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 108563 members 
Mstep: Class 14 contains 42649 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54513 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 86597 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 101232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779132.000000 Penalty: 81056.015625
Iteration 475Q: 26 clusters Score -6.277913e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 109363 members 
Mstep: Class 14 contains 42322 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6896 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 86690 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 100658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779384.000000 Penalty: 81056.015625
Iteration 476Q: 26 clusters Score -6.277938e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20080 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110049 members 
Mstep: Class 14 contains 41999 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54686 members 
Mstep: Class 18 contains 7042 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 86889 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 100099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779676.000000 Penalty: 81056.015625
Iteration 477Q: 26 clusters Score -6.277968e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20064 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110608 members 
Mstep: Class 14 contains 41687 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54817 members 
Mstep: Class 18 contains 6999 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 87172 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 99546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779896.000000 Penalty: 81056.015625
Iteration 478Q: 26 clusters Score -6.27799e+07 nChanged 2204
Entering ConstructFrom: 
Score: -62779896.000000 Penalty: 81056.015625
Entering ConstructFrom: 
Trying to split cluster 1 (28752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Entering Unmasked Estep 
Score: -3929640.750000 Penalty: 2546.082764
	Iteration 0F: 2 clusters Score -3929641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3909823.500000 Penalty: 5092.165527
	Iteration 0F: 3 clusters Score -3909824 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3916729.500000 Penalty: 5092.165527
	Iteration 1F: 3 clusters Score -3916730 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3917106.250000 Penalty: 5092.165527
	Iteration 2Q: 3 clusters Score -3917106 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3917411.000000 Penalty: 5092.165527
	Iteration 3Q: 3 clusters Score -3917411 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3917710.000000 Penalty: 5092.165527
	Iteration 4Q: 3 clusters Score -3917710 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3918018.000000 Penalty: 5092.165527
	Iteration 5Q: 3 clusters Score -3918018 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3918355.000000 Penalty: 5092.165527
	Iteration 6Q: 3 clusters Score -3918355 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3918794.000000 Penalty: 5092.165527
	Iteration 7Q: 3 clusters Score -3918794 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3919395.500000 Penalty: 5092.165527
	Iteration 8Q: 3 clusters Score -3919396 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3920260.000000 Penalty: 5092.165527
	Iteration 9F: 3 clusters Score -3920260 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3921390.750000 Penalty: 5092.165527
	Iteration 10F: 3 clusters Score -3921391 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3922803.500000 Penalty: 5092.165527
	Iteration 11F: 3 clusters Score -3922804 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3924199.000000 Penalty: 5092.165527
	Iteration 12F: 3 clusters Score -3924199 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3925477.750000 Penalty: 5092.165527
	Iteration 13Q: 3 clusters Score -3925478 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3926293.250000 Penalty: 5092.165527
	Iteration 14Q: 3 clusters Score -3926293 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3926758.750000 Penalty: 5092.165527
	Iteration 15Q: 3 clusters Score -3926759 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3926998.000000 Penalty: 5092.165527
	Iteration 16Q: 3 clusters Score -3926998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3927131.500000 Penalty: 5092.165527
	Iteration 17Q: 3 clusters Score -3927132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3927197.500000 Penalty: 5092.165527
	Iteration 18Q: 3 clusters Score -3927198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3927258.500000 Penalty: 5092.165527
	Iteration 19Q: 3 clusters Score -3927258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3927301.750000 Penalty: 5092.165527
	Iteration 20F: 3 clusters Score -3927302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3927329.250000 Penalty: 5092.165527
	Iteration 21Q: 3 clusters Score -3927329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3927368.500000 Penalty: 5092.165527
	Iteration 22Q: 3 clusters Score -3927368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3927385.750000 Penalty: 5092.165527
	Iteration 23Q: 3 clusters Score -3927386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3927407.000000 Penalty: 5092.165527
	Iteration 24Q: 3 clusters Score -3927407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3927424.500000 Penalty: 5092.165527
	Iteration 25Q: 3 clusters Score -3927424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3927428.500000 Penalty: 5092.165527
	Iteration 26Q: 3 clusters Score -3927428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3927441.750000 Penalty: 5092.165527
	Iteration 27Q: 3 clusters Score -3927442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3927446.250000 Penalty: 5092.165527
	Iteration 28Q: 3 clusters Score -3927446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3927450.750000 Penalty: 5092.165527
	Iteration 29Q: 3 clusters Score -3927451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3927457.250000 Penalty: 5092.165527
	Iteration 30Q: 3 clusters Score -3927457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3927461.250000 Penalty: 5092.165527
	Iteration 31Q: 3 clusters Score -3927461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3927457.000000 Penalty: 5092.165527
	Iteration 32Q: 3 clusters Score -3927457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3927466.500000 Penalty: 5092.165527
	Iteration 33Q: 3 clusters Score -3927466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3927473.500000 Penalty: 5092.165527
	Iteration 34Q: 3 clusters Score -3927474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3927475.500000 Penalty: 5092.165527
	Iteration 35Q: 3 clusters Score -3927476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3927478.000000 Penalty: 5092.165527
	Iteration 36Q: 3 clusters Score -3927478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3927486.500000 Penalty: 5092.165527
	Iteration 37Q: 3 clusters Score -3927486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3927488.000000 Penalty: 5092.165527
	Iteration 38Q: 3 clusters Score -3927488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3927489.500000 Penalty: 5092.165527
	Iteration 39Q: 3 clusters Score -3927490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3927490.500000 Penalty: 5092.165527
	Iteration 40F: 3 clusters Score -3927490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3927492.500000 Penalty: 5092.165527
	Iteration 41Q: 3 clusters Score -3927492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3927493.500000 Penalty: 5092.165527
	Iteration 42Q: 3 clusters Score -3927494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3927498.250000 Penalty: 5092.165527
	Iteration 43Q: 3 clusters Score -3927498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3927496.750000 Penalty: 5092.165527
	Iteration 44Q: 3 clusters Score -3927497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3927496.750000 Penalty: 5092.165527
	Iteration 45F: 3 clusters Score -3927497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -41677.902344 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -41677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40415.933594 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -40415.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40813.902344 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -40813.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41400.457031 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -41400.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41761.773438 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -41761.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41993.054688 Penalty: 2959.208984
	Iteration 4F: 3 clusters Score -41993.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42323.082031 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -42323.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42726.949219 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -42726.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42770.160156 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -42770.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42795.855469 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -42795.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42808.628906 Penalty: 2959.208984
	Iteration 9F: 3 clusters Score -42808.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43030.882812 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -43030.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43097.484375 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -43097.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43097.484375 Penalty: 2959.208984
	Iteration 12F: 3 clusters Score -43097.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 84 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20047 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110999 members 
Mstep: Class 14 contains 41399 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54933 members 
Mstep: Class 18 contains 6968 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 87583 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 99004 members 
Entering Unmasked Estep 
Score: -62779508.000000 Penalty: 84298.257812
Splitting cluster 2 changes total score from -62779896.000000 to -62779508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -501623.593750 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -501623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -497854.593750 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -497854.6 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -498661.468750 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -498661.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -498889.156250 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -498889.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -499036.531250 Penalty: 4103.321777
	Iteration 3F: 3 clusters Score -499036.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -499151.312500 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -499151.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -499288.937500 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -499288.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -499381.187500 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -499381.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -499449.687500 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -499449.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -499506.593750 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -499506.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -499559.656250 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -499559.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -499593.062500 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -499593.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -499619.312500 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -499619.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -499636.250000 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -499636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -499645.625000 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -499645.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -499656.406250 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -499656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -499663.937500 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -499663.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -499674.406250 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -499674.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -499680.906250 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -499680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -499686.187500 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -499686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -499693.687500 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -499693.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -499700.750000 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -499700.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -499703.937500 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -499703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -499708.312500 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -499708.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -499710.406250 Penalty: 4103.321777
	Iteration 23Q: 3 clusters Score -499710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -499714.468750 Penalty: 4103.321777
	Iteration 24Q: 3 clusters Score -499714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -499715.718750 Penalty: 4103.321777
	Iteration 25Q: 3 clusters Score -499715.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -499718.875000 Penalty: 4103.321777
	Iteration 26Q: 3 clusters Score -499718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -499719.687500 Penalty: 4103.321777
	Iteration 27Q: 3 clusters Score -499719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -499723.343750 Penalty: 4103.321777
	Iteration 28Q: 3 clusters Score -499723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -499725.781250 Penalty: 4103.321777
	Iteration 29Q: 3 clusters Score -499725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -499726.875000 Penalty: 4103.321777
	Iteration 30Q: 3 clusters Score -499726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -499729.125000 Penalty: 4103.321777
	Iteration 31Q: 3 clusters Score -499729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -499733.062500 Penalty: 4103.321777
	Iteration 32Q: 3 clusters Score -499733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -499736.531250 Penalty: 4103.321777
	Iteration 33Q: 3 clusters Score -499736.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -499739.875000 Penalty: 4103.321777
	Iteration 34Q: 3 clusters Score -499739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -499741.218750 Penalty: 4103.321777
	Iteration 35Q: 3 clusters Score -499741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -499742.625000 Penalty: 4103.321777
	Iteration 36Q: 3 clusters Score -499742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -499742.750000 Penalty: 4103.321777
	Iteration 37Q: 3 clusters Score -499742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -499742.750000 Penalty: 4103.321777
	Iteration 38F: 3 clusters Score -499742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -181361.296875 Penalty: 1799.911499
	Iteration 0F: 2 clusters Score -181361.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179128.234375 Penalty: 3599.822998
	Iteration 0F: 3 clusters Score -179128.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179475.203125 Penalty: 3599.822998
	Iteration 1F: 3 clusters Score -179475.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179568.031250 Penalty: 3599.822998
	Iteration 2F: 3 clusters Score -179568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -179639.234375 Penalty: 3599.822998
	Iteration 3Q: 3 clusters Score -179639.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179689.453125 Penalty: 3599.822998
	Iteration 4Q: 3 clusters Score -179689.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179735.296875 Penalty: 3599.822998
	Iteration 5Q: 3 clusters Score -179735.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179768.578125 Penalty: 3599.822998
	Iteration 6Q: 3 clusters Score -179768.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179790.187500 Penalty: 3599.822998
	Iteration 7Q: 3 clusters Score -179790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -179799.187500 Penalty: 3599.822998
	Iteration 8Q: 3 clusters Score -179799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -179803.875000 Penalty: 3599.822998
	Iteration 9Q: 3 clusters Score -179803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -179808.296875 Penalty: 3599.822998
	Iteration 10Q: 3 clusters Score -179808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -179812.875000 Penalty: 3599.822998
	Iteration 11Q: 3 clusters Score -179812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -179816.937500 Penalty: 3599.822998
	Iteration 12Q: 3 clusters Score -179816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179824.015625 Penalty: 3599.822998
	Iteration 13Q: 3 clusters Score -179824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -179839.109375 Penalty: 3599.822998
	Iteration 14Q: 3 clusters Score -179839.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -179852.921875 Penalty: 3599.822998
	Iteration 15Q: 3 clusters Score -179852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -179857.875000 Penalty: 3599.822998
	Iteration 16Q: 3 clusters Score -179857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -179861.828125 Penalty: 3599.822998
	Iteration 17Q: 3 clusters Score -179861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -179866.015625 Penalty: 3599.822998
	Iteration 18Q: 3 clusters Score -179866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -179872.703125 Penalty: 3599.822998
	Iteration 19Q: 3 clusters Score -179872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -179878.562500 Penalty: 3599.822998
	Iteration 20F: 3 clusters Score -179878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -179883.203125 Penalty: 3599.822998
	Iteration 21Q: 3 clusters Score -179883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -179888.062500 Penalty: 3599.822998
	Iteration 22Q: 3 clusters Score -179888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -179892.109375 Penalty: 3599.822998
	Iteration 23Q: 3 clusters Score -179892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -179893.968750 Penalty: 3599.822998
	Iteration 24Q: 3 clusters Score -179894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -179894.265625 Penalty: 3599.822998
	Iteration 25Q: 3 clusters Score -179894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -179894.265625 Penalty: 3599.822998
	Iteration 26F: 3 clusters Score -179894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -12457.003906 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -12457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11632.349609 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -11632.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11639.472656 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -11639.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11639.472656 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -11639.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -86163.812500 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -86163.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84376.937500 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -84376.94 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84666.914062 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -84666.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84789.523438 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -84789.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84885.593750 Penalty: 3291.429688
	Iteration 3Q: 3 clusters Score -84885.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84980.320312 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -84980.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85055.070312 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -85055.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85135.367188 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -85135.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85183.570312 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -85183.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85238.687500 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -85238.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85330.171875 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -85330.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85480.976562 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -85480.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85669.703125 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -85669.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85765.679688 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -85765.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85813.085938 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -85813.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85854.968750 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -85854.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85889.703125 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -85889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85912.218750 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -85912.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85929.867188 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -85929.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85949.210938 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -85949.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85967.578125 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -85967.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85975.234375 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -85975.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85997.062500 Penalty: 3291.429688
	Iteration 21Q: 3 clusters Score -85997.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86018.976562 Penalty: 3291.429688
	Iteration 22Q: 3 clusters Score -86018.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86070.671875 Penalty: 3291.429688
	Iteration 23Q: 3 clusters Score -86070.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86143.914062 Penalty: 3291.429688
	Iteration 24Q: 3 clusters Score -86143.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86213.679688 Penalty: 3291.429688
	Iteration 25Q: 3 clusters Score -86213.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86249.671875 Penalty: 3291.429688
	Iteration 26Q: 3 clusters Score -86249.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86269.218750 Penalty: 3291.429688
	Iteration 27Q: 3 clusters Score -86269.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86273.648438 Penalty: 3291.429688
	Iteration 28Q: 3 clusters Score -86273.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86273.648438 Penalty: 3291.429688
	Iteration 29F: 3 clusters Score -86273.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20047 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110999 members 
Mstep: Class 14 contains 41399 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54933 members 
Mstep: Class 18 contains 6968 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 87583 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 99004 members 
Entering Unmasked Estep 
Score: -62778332.000000 Penalty: 84298.257812
Splitting cluster 6 changes total score from -62779896.000000 to -62778332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -336208.562500 Penalty: 1939.468994
	Iteration 0F: 2 clusters Score -336208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -333242.406250 Penalty: 3878.937988
	Iteration 0F: 3 clusters Score -333242.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -333815.750000 Penalty: 3878.937988
	Iteration 1F: 3 clusters Score -333815.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -333969.968750 Penalty: 3878.937988
	Iteration 2F: 3 clusters Score -333970 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -334067.218750 Penalty: 3878.937988
	Iteration 3F: 3 clusters Score -334067.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -334149.843750 Penalty: 3878.937988
	Iteration 4Q: 3 clusters Score -334149.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -334196.812500 Penalty: 3878.937988
	Iteration 5Q: 3 clusters Score -334196.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -334241.062500 Penalty: 3878.937988
	Iteration 6Q: 3 clusters Score -334241.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -334285.093750 Penalty: 3878.937988
	Iteration 7Q: 3 clusters Score -334285.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -334323.062500 Penalty: 3878.937988
	Iteration 8Q: 3 clusters Score -334323.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -334358.187500 Penalty: 3878.937988
	Iteration 9Q: 3 clusters Score -334358.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -334391.093750 Penalty: 3878.937988
	Iteration 10Q: 3 clusters Score -334391.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -334427.656250 Penalty: 3878.937988
	Iteration 11Q: 3 clusters Score -334427.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -334464.781250 Penalty: 3878.937988
	Iteration 12Q: 3 clusters Score -334464.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -334491.281250 Penalty: 3878.937988
	Iteration 13Q: 3 clusters Score -334491.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -334508.500000 Penalty: 3878.937988
	Iteration 14Q: 3 clusters Score -334508.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -334519.781250 Penalty: 3878.937988
	Iteration 15Q: 3 clusters Score -334519.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -334534.312500 Penalty: 3878.937988
	Iteration 16Q: 3 clusters Score -334534.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -334548.000000 Penalty: 3878.937988
	Iteration 17Q: 3 clusters Score -334548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -334561.593750 Penalty: 3878.937988
	Iteration 18Q: 3 clusters Score -334561.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -334579.562500 Penalty: 3878.937988
	Iteration 19Q: 3 clusters Score -334579.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -334595.406250 Penalty: 3878.937988
	Iteration 20F: 3 clusters Score -334595.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -334611.968750 Penalty: 3878.937988
	Iteration 21Q: 3 clusters Score -334612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -334621.531250 Penalty: 3878.937988
	Iteration 22Q: 3 clusters Score -334621.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -334630.843750 Penalty: 3878.937988
	Iteration 23Q: 3 clusters Score -334630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -334642.312500 Penalty: 3878.937988
	Iteration 24Q: 3 clusters Score -334642.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -334661.750000 Penalty: 3878.937988
	Iteration 25Q: 3 clusters Score -334661.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -334673.187500 Penalty: 3878.937988
	Iteration 26Q: 3 clusters Score -334673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -334683.062500 Penalty: 3878.937988
	Iteration 27Q: 3 clusters Score -334683.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -334690.656250 Penalty: 3878.937988
	Iteration 28Q: 3 clusters Score -334690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -334701.375000 Penalty: 3878.937988
	Iteration 29Q: 3 clusters Score -334701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -334706.906250 Penalty: 3878.937988
	Iteration 30Q: 3 clusters Score -334706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -334713.218750 Penalty: 3878.937988
	Iteration 31Q: 3 clusters Score -334713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -334720.843750 Penalty: 3878.937988
	Iteration 32Q: 3 clusters Score -334720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -334724.187500 Penalty: 3878.937988
	Iteration 33Q: 3 clusters Score -334724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -334729.343750 Penalty: 3878.937988
	Iteration 34Q: 3 clusters Score -334729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -334733.500000 Penalty: 3878.937988
	Iteration 35Q: 3 clusters Score -334733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -334737.281250 Penalty: 3878.937988
	Iteration 36Q: 3 clusters Score -334737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -334740.187500 Penalty: 3878.937988
	Iteration 37Q: 3 clusters Score -334740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -334741.906250 Penalty: 3878.937988
	Iteration 38Q: 3 clusters Score -334741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -334743.781250 Penalty: 3878.937988
	Iteration 39Q: 3 clusters Score -334743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -334747.218750 Penalty: 3878.937988
	Iteration 40F: 3 clusters Score -334747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -334749.281250 Penalty: 3878.937988
	Iteration 41Q: 3 clusters Score -334749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -334750.968750 Penalty: 3878.937988
	Iteration 42Q: 3 clusters Score -334751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -334753.031250 Penalty: 3878.937988
	Iteration 43Q: 3 clusters Score -334753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -334755.875000 Penalty: 3878.937988
	Iteration 44Q: 3 clusters Score -334755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -334758.500000 Penalty: 3878.937988
	Iteration 45Q: 3 clusters Score -334758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -334760.531250 Penalty: 3878.937988
	Iteration 46Q: 3 clusters Score -334760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -334763.281250 Penalty: 3878.937988
	Iteration 47Q: 3 clusters Score -334763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -334766.875000 Penalty: 3878.937988
	Iteration 48Q: 3 clusters Score -334766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -334772.250000 Penalty: 3878.937988
	Iteration 49Q: 3 clusters Score -334772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -334774.968750 Penalty: 3878.937988
	Iteration 50Q: 3 clusters Score -334775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -334778.875000 Penalty: 3878.937988
	Iteration 51Q: 3 clusters Score -334778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -334778.875000 Penalty: 3878.937988
	Iteration 52F: 3 clusters Score -334778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -350333.718750 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -350333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -347254.843750 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -347254.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347838.250000 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -347838.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -347980.968750 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -347981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -348072.156250 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -348072.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348129.781250 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -348129.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -348171.937500 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -348171.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -348210.343750 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -348210.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -348237.031250 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -348237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -348253.875000 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -348253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -348262.375000 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -348262.4 nChanged 16
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: -348270.718750 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -348270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -348279.375000 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -348279.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -348283.187500 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -348283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348285.968750 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -348286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -348287.906250 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -348287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348292.875000 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -348292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -348300.031250 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -348300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -348309.343750 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -348309.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -348316.000000 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -348316 nChanged 13
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: -348320.968750 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -348321 nChanged 10
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: -348324.656250 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -348324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -348330.531250 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -348330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -348333.687500 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -348333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -348337.218750 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -348337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -348339.687500 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -348339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -348344.937500 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -348344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -348348.000000 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -348348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -348350.218750 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -348350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -348353.875000 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -348353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -348355.812500 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -348355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -348358.406250 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -348358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -348361.843750 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -348361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -348364.875000 Penalty: 3926.012695
	Iteration 32Q: 3 clusters Score -348364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -348365.500000 Penalty: 3926.012695
	Iteration 33Q: 3 clusters Score -348365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -348365.937500 Penalty: 3926.012695
	Iteration 34Q: 3 clusters Score -348365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -348366.625000 Penalty: 3926.012695
	Iteration 35Q: 3 clusters Score -348366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -348366.687500 Penalty: 3926.012695
	Iteration 36Q: 3 clusters Score -348366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -348366.812500 Penalty: 3926.012695
	Iteration 37Q: 3 clusters Score -348366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -348367.625000 Penalty: 3926.012695
	Iteration 38Q: 3 clusters Score -348367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -348368.312500 Penalty: 3926.012695
	Iteration 39Q: 3 clusters Score -348368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -348370.593750 Penalty: 3926.012695
	Iteration 40F: 3 clusters Score -348370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -348374.125000 Penalty: 3926.012695
	Iteration 41Q: 3 clusters Score -348374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -348375.187500 Penalty: 3926.012695
	Iteration 42Q: 3 clusters Score -348375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -348375.437500 Penalty: 3926.012695
	Iteration 43Q: 3 clusters Score -348375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -348376.000000 Penalty: 3926.012695
	Iteration 44Q: 3 clusters Score -348376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -348375.843750 Penalty: 3926.012695
	Iteration 45Q: 3 clusters Score -348375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -348377.562500 Penalty: 3926.012695
	Iteration 46Q: 3 clusters Score -348377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348378.875000 Penalty: 3926.012695
	Iteration 47Q: 3 clusters Score -348378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -348380.093750 Penalty: 3926.012695
	Iteration 48Q: 3 clusters Score -348380.1 nChanged 2
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: -348380.218750 Penalty: 3926.012695
	Iteration 49Q: 3 clusters Score -348380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -348382.062500 Penalty: 3926.012695
	Iteration 50Q: 3 clusters Score -348382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -348382.343750 Penalty: 3926.012695
	Iteration 51Q: 3 clusters Score -348382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -348382.812500 Penalty: 3926.012695
	Iteration 52Q: 3 clusters Score -348382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -348383.781250 Penalty: 3926.012695
	Iteration 53Q: 3 clusters Score -348383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -348383.343750 Penalty: 3926.012695
	Iteration 54Q: 3 clusters Score -348383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -348383.343750 Penalty: 3926.012695
	Iteration 55F: 3 clusters Score -348383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -243541.234375 Penalty: 1862.858154
	Iteration 0F: 2 clusters Score -243541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -241051.031250 Penalty: 3725.716309
	Iteration 0F: 3 clusters Score -241051 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -241516.375000 Penalty: 3725.716309
	Iteration 1F: 3 clusters Score -241516.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -241642.093750 Penalty: 3725.716309
	Iteration 2F: 3 clusters Score -241642.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -241708.453125 Penalty: 3725.716309
	Iteration 3Q: 3 clusters Score -241708.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -241748.828125 Penalty: 3725.716309
	Iteration 4Q: 3 clusters Score -241748.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -241769.546875 Penalty: 3725.716309
	Iteration 5Q: 3 clusters Score -241769.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -241786.156250 Penalty: 3725.716309
	Iteration 6Q: 3 clusters Score -241786.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -241799.671875 Penalty: 3725.716309
	Iteration 7Q: 3 clusters Score -241799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -241811.515625 Penalty: 3725.716309
	Iteration 8Q: 3 clusters Score -241811.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -241820.093750 Penalty: 3725.716309
	Iteration 9Q: 3 clusters Score -241820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -241828.062500 Penalty: 3725.716309
	Iteration 10Q: 3 clusters Score -241828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -241836.937500 Penalty: 3725.716309
	Iteration 11Q: 3 clusters Score -241836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241837.625000 Penalty: 3725.716309
	Iteration 12Q: 3 clusters Score -241837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241837.625000 Penalty: 3725.716309
	Iteration 13F: 3 clusters Score -241837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -76248.804688 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -76248.8 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 329 members 
Entering Unmasked Estep 
Score: -74608.820312 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -74608.82 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74844.796875 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -74844.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74964.445312 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -74964.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75074.375000 Penalty: 3210.283691
	Iteration 3F: 3 clusters Score -75074.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75190.601562 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -75190.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75256.546875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -75256.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75323.945312 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -75323.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75395.468750 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -75395.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75447.054688 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -75447.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75503.781250 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -75503.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75539.468750 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -75539.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75585.671875 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -75585.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75640.359375 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -75640.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75672.882812 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -75672.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75695.406250 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -75695.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75704.359375 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -75704.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75711.156250 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -75711.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75712.820312 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -75712.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75712.820312 Penalty: 3210.283691
	Iteration 18F: 3 clusters Score -75712.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Entering Unmasked Estep 
Score: -2719424.750000 Penalty: 2456.647217
	Iteration 0F: 2 clusters Score -2719425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2705254.250000 Penalty: 4913.294434
	Iteration 0F: 3 clusters Score -2705254 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2709917.250000 Penalty: 4913.294434
	Iteration 1F: 3 clusters Score -2709917 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2710232.750000 Penalty: 4913.294434
	Iteration 2Q: 3 clusters Score -2710233 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2710505.000000 Penalty: 4913.294434
	Iteration 3Q: 3 clusters Score -2710505 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2710741.000000 Penalty: 4913.294434
	Iteration 4Q: 3 clusters Score -2710741 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2710928.750000 Penalty: 4913.294434
	Iteration 5Q: 3 clusters Score -2710929 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2711161.500000 Penalty: 4913.294434
	Iteration 6Q: 3 clusters Score -2711162 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2711370.000000 Penalty: 4913.294434
	Iteration 7Q: 3 clusters Score -2711370 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2711575.250000 Penalty: 4913.294434
	Iteration 8Q: 3 clusters Score -2711575 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2711810.250000 Penalty: 4913.294434
	Iteration 9Q: 3 clusters Score -2711810 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2712046.500000 Penalty: 4913.294434
	Iteration 10Q: 3 clusters Score -2712046 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2712323.750000 Penalty: 4913.294434
	Iteration 11Q: 3 clusters Score -2712324 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2712657.750000 Penalty: 4913.294434
	Iteration 12Q: 3 clusters Score -2712658 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2713114.000000 Penalty: 4913.294434
	Iteration 13Q: 3 clusters Score -2713114 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2713616.000000 Penalty: 4913.294434
	Iteration 14Q: 3 clusters Score -2713616 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2714121.000000 Penalty: 4913.294434
	Iteration 15Q: 3 clusters Score -2714121 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2714600.750000 Penalty: 4913.294434
	Iteration 16Q: 3 clusters Score -2714601 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2715076.500000 Penalty: 4913.294434
	Iteration 17Q: 3 clusters Score -2715076 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2715458.500000 Penalty: 4913.294434
	Iteration 18Q: 3 clusters Score -2715458 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2715794.000000 Penalty: 4913.294434
	Iteration 19Q: 3 clusters Score -2715794 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2716129.750000 Penalty: 4913.294434
	Iteration 20F: 3 clusters Score -2716130 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2716408.500000 Penalty: 4913.294434
	Iteration 21Q: 3 clusters Score -2716408 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2716598.500000 Penalty: 4913.294434
	Iteration 22Q: 3 clusters Score -2716598 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2716736.500000 Penalty: 4913.294434
	Iteration 23Q: 3 clusters Score -2716736 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2716825.500000 Penalty: 4913.294434
	Iteration 24Q: 3 clusters Score -2716826 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2716858.750000 Penalty: 4913.294434
	Iteration 25Q: 3 clusters Score -2716859 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2716898.500000 Penalty: 4913.294434
	Iteration 26Q: 3 clusters Score -2716898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2716928.750000 Penalty: 4913.294434
	Iteration 27Q: 3 clusters Score -2716929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2716942.750000 Penalty: 4913.294434
	Iteration 28Q: 3 clusters Score -2716943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2716956.250000 Penalty: 4913.294434
	Iteration 29Q: 3 clusters Score -2716956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2716968.250000 Penalty: 4913.294434
	Iteration 30Q: 3 clusters Score -2716968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2716977.000000 Penalty: 4913.294434
	Iteration 31Q: 3 clusters Score -2716977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2716983.750000 Penalty: 4913.294434
	Iteration 32Q: 3 clusters Score -2716984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2716983.500000 Penalty: 4913.294434
	Iteration 33Q: 3 clusters Score -2716984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2716987.750000 Penalty: 4913.294434
	Iteration 34Q: 3 clusters Score -2716988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2716989.000000 Penalty: 4913.294434
	Iteration 35Q: 3 clusters Score -2716989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2716993.250000 Penalty: 4913.294434
	Iteration 36Q: 3 clusters Score -2716993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2716995.250000 Penalty: 4913.294434
	Iteration 37Q: 3 clusters Score -2716995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2716996.250000 Penalty: 4913.294434
	Iteration 38Q: 3 clusters Score -2716996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2716993.500000 Penalty: 4913.294434
	Iteration 39Q: 3 clusters Score -2716994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2716996.500000 Penalty: 4913.294434
	Iteration 40F: 3 clusters Score -2716996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2716993.750000 Penalty: 4913.294434
	Iteration 41Q: 3 clusters Score -2716994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2716994.250000 Penalty: 4913.294434
	Iteration 42Q: 3 clusters Score -2716994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2716993.750000 Penalty: 4913.294434
	Iteration 43Q: 3 clusters Score -2716994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2716994.250000 Penalty: 4913.294434
	Iteration 44Q: 3 clusters Score -2716994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2716994.250000 Penalty: 4913.294434
	Iteration 45F: 3 clusters Score -2716994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20329.208984 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20329.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19183.410156 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19183.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19364.720703 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -19364.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19499.248047 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -19499.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19566.716797 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -19566.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19656.187500 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -19656.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19792.203125 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -19792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19798.130859 Penalty: 2661.523926
	Iteration 6Q: 3 clusters Score -19798.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19798.130859 Penalty: 2661.523926
	Iteration 7F: 3 clusters Score -19798.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Entering Unmasked Estep 
Score: -14972977.000000 Penalty: 2881.084473
	Iteration 0F: 2 clusters Score -1.497298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -14898927.000000 Penalty: 5762.168945
	Iteration 0F: 3 clusters Score -1.489893e+07 nChanged 52572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -14928572.000000 Penalty: 5762.168945
	Iteration 1F: 3 clusters Score -1.492857e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -14929170.000000 Penalty: 5762.168945
	Iteration 2Q: 3 clusters Score -1.492917e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -14929806.000000 Penalty: 5762.168945
	Iteration 3Q: 3 clusters Score -1.492981e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -14930344.000000 Penalty: 5762.168945
	Iteration 4Q: 3 clusters Score -1.493034e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -14931068.000000 Penalty: 5762.168945
	Iteration 5Q: 3 clusters Score -1.493107e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -14931871.000000 Penalty: 5762.168945
	Iteration 6Q: 3 clusters Score -1.493187e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -14933056.000000 Penalty: 5762.168945
	Iteration 7Q: 3 clusters Score -1.493306e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -14934976.000000 Penalty: 5762.168945
	Iteration 8Q: 3 clusters Score -1.493498e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -14938185.000000 Penalty: 5762.168945
	Iteration 9F: 3 clusters Score -1.493818e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -14943098.000000 Penalty: 5762.168945
	Iteration 10F: 3 clusters Score -1.49431e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -14949011.000000 Penalty: 5762.168945
	Iteration 11F: 3 clusters Score -1.494901e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -14955219.000000 Penalty: 5762.168945
	Iteration 12F: 3 clusters Score -1.495522e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -14962287.000000 Penalty: 5762.168945
	Iteration 13F: 3 clusters Score -1.496229e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -14966733.000000 Penalty: 5762.168945
	Iteration 14Q: 3 clusters Score -1.496673e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14968774.000000 Penalty: 5762.168945
	Iteration 15Q: 3 clusters Score -1.496877e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14969647.000000 Penalty: 5762.168945
	Iteration 16Q: 3 clusters Score -1.496965e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14970023.000000 Penalty: 5762.168945
	Iteration 17Q: 3 clusters Score -1.497002e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14970167.000000 Penalty: 5762.168945
	Iteration 18Q: 3 clusters Score -1.497017e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14970248.000000 Penalty: 5762.168945
	Iteration 19Q: 3 clusters Score -1.497025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -14970298.000000 Penalty: 5762.168945
	Iteration 20F: 3 clusters Score -1.49703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14970323.000000 Penalty: 5762.168945
	Iteration 21Q: 3 clusters Score -1.497032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14970348.000000 Penalty: 5762.168945
	Iteration 22Q: 3 clusters Score -1.497035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14970350.000000 Penalty: 5762.168945
	Iteration 23Q: 3 clusters Score -1.497035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14970385.000000 Penalty: 5762.168945
	Iteration 24Q: 3 clusters Score -1.497038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14970392.000000 Penalty: 5762.168945
	Iteration 25Q: 3 clusters Score -1.497039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14970391.000000 Penalty: 5762.168945
	Iteration 26Q: 3 clusters Score -1.497039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14970397.000000 Penalty: 5762.168945
	Iteration 27Q: 3 clusters Score -1.49704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14970406.000000 Penalty: 5762.168945
	Iteration 28Q: 3 clusters Score -1.497041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14970403.000000 Penalty: 5762.168945
	Iteration 29Q: 3 clusters Score -1.49704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14970410.000000 Penalty: 5762.168945
	Iteration 30Q: 3 clusters Score -1.497041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14970410.000000 Penalty: 5762.168945
	Iteration 31F: 3 clusters Score -1.497041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Entering Unmasked Estep 
Score: -5575212.000000 Penalty: 2636.490967
	Iteration 0F: 2 clusters Score -5575212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5547134.000000 Penalty: 5272.981934
	Iteration 0F: 3 clusters Score -5547134 nChanged 19081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5557571.500000 Penalty: 5272.981934
	Iteration 1F: 3 clusters Score -5557572 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5558010.500000 Penalty: 5272.981934
	Iteration 2Q: 3 clusters Score -5558010 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5558404.500000 Penalty: 5272.981934
	Iteration 3Q: 3 clusters Score -5558404 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5558792.500000 Penalty: 5272.981934
	Iteration 4Q: 3 clusters Score -5558792 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5559316.000000 Penalty: 5272.981934
	Iteration 5Q: 3 clusters Score -5559316 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5559989.500000 Penalty: 5272.981934
	Iteration 6Q: 3 clusters Score -5559990 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5560987.500000 Penalty: 5272.981934
	Iteration 7Q: 3 clusters Score -5560988 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5562389.000000 Penalty: 5272.981934
	Iteration 8F: 3 clusters Score -5562389 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -5564119.500000 Penalty: 5272.981934
	Iteration 9F: 3 clusters Score -5564120 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -5566027.500000 Penalty: 5272.981934
	Iteration 10F: 3 clusters Score -5566028 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5567947.000000 Penalty: 5272.981934
	Iteration 11F: 3 clusters Score -5567947 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -5569319.500000 Penalty: 5272.981934
	Iteration 12Q: 3 clusters Score -5569320 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -5570157.000000 Penalty: 5272.981934
	Iteration 13Q: 3 clusters Score -5570157 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -5570676.000000 Penalty: 5272.981934
	Iteration 14Q: 3 clusters Score -5570676 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5571055.500000 Penalty: 5272.981934
	Iteration 15Q: 3 clusters Score -5571056 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5571328.500000 Penalty: 5272.981934
	Iteration 16Q: 3 clusters Score -5571328 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -5571640.500000 Penalty: 5272.981934
	Iteration 17Q: 3 clusters Score -5571640 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5571882.000000 Penalty: 5272.981934
	Iteration 18Q: 3 clusters Score -5571882 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -5572041.500000 Penalty: 5272.981934
	Iteration 19Q: 3 clusters Score -5572042 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -5572197.500000 Penalty: 5272.981934
	Iteration 20F: 3 clusters Score -5572198 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5572317.500000 Penalty: 5272.981934
	Iteration 21Q: 3 clusters Score -5572318 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -5572424.500000 Penalty: 5272.981934
	Iteration 22Q: 3 clusters Score -5572424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5572521.000000 Penalty: 5272.981934
	Iteration 23Q: 3 clusters Score -5572521 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -5572594.000000 Penalty: 5272.981934
	Iteration 24Q: 3 clusters Score -5572594 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -5572686.500000 Penalty: 5272.981934
	Iteration 25Q: 3 clusters Score -5572686 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -5572760.000000 Penalty: 5272.981934
	Iteration 26Q: 3 clusters Score -5572760 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5572855.000000 Penalty: 5272.981934
	Iteration 27Q: 3 clusters Score -5572855 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5572958.500000 Penalty: 5272.981934
	Iteration 28Q: 3 clusters Score -5572958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5572988.500000 Penalty: 5272.981934
	Iteration 29Q: 3 clusters Score -5572988 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -5573036.000000 Penalty: 5272.981934
	Iteration 30Q: 3 clusters Score -5573036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5573094.500000 Penalty: 5272.981934
	Iteration 31Q: 3 clusters Score -5573094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5573130.000000 Penalty: 5272.981934
	Iteration 32Q: 3 clusters Score -5573130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5573159.000000 Penalty: 5272.981934
	Iteration 33Q: 3 clusters Score -5573159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5573188.000000 Penalty: 5272.981934
	Iteration 34Q: 3 clusters Score -5573188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5573206.500000 Penalty: 5272.981934
	Iteration 35Q: 3 clusters Score -5573206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5573237.000000 Penalty: 5272.981934
	Iteration 36Q: 3 clusters Score -5573237 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5573256.000000 Penalty: 5272.981934
	Iteration 37Q: 3 clusters Score -5573256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -5573266.500000 Penalty: 5272.981934
	Iteration 38Q: 3 clusters Score -5573266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5573275.500000 Penalty: 5272.981934
	Iteration 39Q: 3 clusters Score -5573276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5573280.500000 Penalty: 5272.981934
	Iteration 40F: 3 clusters Score -5573280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -5573293.500000 Penalty: 5272.981934
	Iteration 41Q: 3 clusters Score -5573294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5573312.500000 Penalty: 5272.981934
	Iteration 42Q: 3 clusters Score -5573312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5573322.500000 Penalty: 5272.981934
	Iteration 43Q: 3 clusters Score -5573322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5573322.500000 Penalty: 5272.981934
	Iteration 44Q: 3 clusters Score -5573322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5573319.000000 Penalty: 5272.981934
	Iteration 45Q: 3 clusters Score -5573319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5573331.000000 Penalty: 5272.981934
	Iteration 46Q: 3 clusters Score -5573331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5573331.500000 Penalty: 5272.981934
	Iteration 47Q: 3 clusters Score -5573332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5573337.000000 Penalty: 5272.981934
	Iteration 48Q: 3 clusters Score -5573337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5573327.000000 Penalty: 5272.981934
	Iteration 49Q: 3 clusters Score -5573327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5573334.500000 Penalty: 5272.981934
	Iteration 50Q: 3 clusters Score -5573334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5573344.000000 Penalty: 5272.981934
	Iteration 51Q: 3 clusters Score -5573344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5573347.000000 Penalty: 5272.981934
	Iteration 52Q: 3 clusters Score -5573347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5573348.500000 Penalty: 5272.981934
	Iteration 53Q: 3 clusters Score -5573348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5573356.500000 Penalty: 5272.981934
	Iteration 54Q: 3 clusters Score -5573356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5573346.500000 Penalty: 5272.981934
	Iteration 55Q: 3 clusters Score -5573346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5573361.500000 Penalty: 5272.981934
	Iteration 56Q: 3 clusters Score -5573362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5573360.000000 Penalty: 5272.981934
	Iteration 57Q: 3 clusters Score -5573360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5573366.500000 Penalty: 5272.981934
	Iteration 58Q: 3 clusters Score -5573366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5573368.000000 Penalty: 5272.981934
	Iteration 59Q: 3 clusters Score -5573368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -5573369.500000 Penalty: 5272.981934
	Iteration 60F: 3 clusters Score -5573370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5573386.000000 Penalty: 5272.981934
	Iteration 61Q: 3 clusters Score -5573386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5573399.500000 Penalty: 5272.981934
	Iteration 62Q: 3 clusters Score -5573400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5573397.500000 Penalty: 5272.981934
	Iteration 63Q: 3 clusters Score -5573398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5573402.000000 Penalty: 5272.981934
	Iteration 64Q: 3 clusters Score -5573402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5573399.500000 Penalty: 5272.981934
	Iteration 65Q: 3 clusters Score -5573400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5573401.500000 Penalty: 5272.981934
	Iteration 66Q: 3 clusters Score -5573402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5573411.000000 Penalty: 5272.981934
	Iteration 67Q: 3 clusters Score -5573411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5573422.500000 Penalty: 5272.981934
	Iteration 68Q: 3 clusters Score -5573422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5573429.000000 Penalty: 5272.981934
	Iteration 69Q: 3 clusters Score -5573429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5573443.000000 Penalty: 5272.981934
	Iteration 70Q: 3 clusters Score -5573443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5573447.500000 Penalty: 5272.981934
	Iteration 71Q: 3 clusters Score -5573448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5573457.500000 Penalty: 5272.981934
	Iteration 72Q: 3 clusters Score -5573458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5573458.500000 Penalty: 5272.981934
	Iteration 73Q: 3 clusters Score -5573458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5573460.000000 Penalty: 5272.981934
	Iteration 74Q: 3 clusters Score -5573460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5573478.000000 Penalty: 5272.981934
	Iteration 75Q: 3 clusters Score -5573478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5573499.500000 Penalty: 5272.981934
	Iteration 76Q: 3 clusters Score -5573500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5573506.500000 Penalty: 5272.981934
	Iteration 77Q: 3 clusters Score -5573506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5573510.000000 Penalty: 5272.981934
	Iteration 78Q: 3 clusters Score -5573510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5573514.000000 Penalty: 5272.981934
	Iteration 79Q: 3 clusters Score -5573514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5573518.500000 Penalty: 5272.981934
	Iteration 80F: 3 clusters Score -5573518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5573517.500000 Penalty: 5272.981934
	Iteration 81Q: 3 clusters Score -5573518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5573528.500000 Penalty: 5272.981934
	Iteration 82Q: 3 clusters Score -5573528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5573524.500000 Penalty: 5272.981934
	Iteration 83Q: 3 clusters Score -5573524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5573535.500000 Penalty: 5272.981934
	Iteration 84Q: 3 clusters Score -5573536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5573527.000000 Penalty: 5272.981934
	Iteration 85Q: 3 clusters Score -5573527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5573525.500000 Penalty: 5272.981934
	Iteration 86Q: 3 clusters Score -5573526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5573531.000000 Penalty: 5272.981934
	Iteration 87Q: 3 clusters Score -5573531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5573540.000000 Penalty: 5272.981934
	Iteration 88Q: 3 clusters Score -5573540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5573545.500000 Penalty: 5272.981934
	Iteration 89Q: 3 clusters Score -5573546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5573548.000000 Penalty: 5272.981934
	Iteration 90Q: 3 clusters Score -5573548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5573542.500000 Penalty: 5272.981934
	Iteration 91Q: 3 clusters Score -5573542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5573542.000000 Penalty: 5272.981934
	Iteration 92Q: 3 clusters Score -5573542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5573554.500000 Penalty: 5272.981934
	Iteration 93Q: 3 clusters Score -5573554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5573555.000000 Penalty: 5272.981934
	Iteration 94Q: 3 clusters Score -5573555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5573553.500000 Penalty: 5272.981934
	Iteration 95Q: 3 clusters Score -5573554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5573554.000000 Penalty: 5272.981934
	Iteration 96Q: 3 clusters Score -5573554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5573554.000000 Penalty: 5272.981934
	Iteration 97Q: 3 clusters Score -5573554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5573552.000000 Penalty: 5272.981934
	Iteration 98Q: 3 clusters Score -5573552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5573559.000000 Penalty: 5272.981934
	Iteration 99Q: 3 clusters Score -5573559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5573557.500000 Penalty: 5272.981934
	Iteration 100F: 3 clusters Score -5573558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5573560.500000 Penalty: 5272.981934
	Iteration 101Q: 3 clusters Score -5573560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5573561.500000 Penalty: 5272.981934
	Iteration 102Q: 3 clusters Score -5573562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5573564.000000 Penalty: 5272.981934
	Iteration 103Q: 3 clusters Score -5573564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5573572.500000 Penalty: 5272.981934
	Iteration 104Q: 3 clusters Score -5573572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5573567.500000 Penalty: 5272.981934
	Iteration 105Q: 3 clusters Score -5573568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5573565.000000 Penalty: 5272.981934
	Iteration 106Q: 3 clusters Score -5573565 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5573561.500000 Penalty: 5272.981934
	Iteration 107Q: 3 clusters Score -5573562 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5573559.500000 Penalty: 5272.981934
	Iteration 108Q: 3 clusters Score -5573560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5573559.000000 Penalty: 5272.981934
	Iteration 109Q: 3 clusters Score -5573559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5573565.500000 Penalty: 5272.981934
	Iteration 110Q: 3 clusters Score -5573566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5573561.000000 Penalty: 5272.981934
	Iteration 111Q: 3 clusters Score -5573561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5573563.000000 Penalty: 5272.981934
	Iteration 112Q: 3 clusters Score -5573563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5573562.000000 Penalty: 5272.981934
	Iteration 113Q: 3 clusters Score -5573562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5573561.000000 Penalty: 5272.981934
	Iteration 114Q: 3 clusters Score -5573561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5573560.000000 Penalty: 5272.981934
	Iteration 115Q: 3 clusters Score -5573560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5573564.000000 Penalty: 5272.981934
	Iteration 116Q: 3 clusters Score -5573564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5573565.500000 Penalty: 5272.981934
	Iteration 117Q: 3 clusters Score -5573566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5573567.500000 Penalty: 5272.981934
	Iteration 118Q: 3 clusters Score -5573568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5573570.500000 Penalty: 5272.981934
	Iteration 119Q: 3 clusters Score -5573570 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5573567.500000 Penalty: 5272.981934
	Iteration 120F: 3 clusters Score -5573568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5573568.000000 Penalty: 5272.981934
	Iteration 121Q: 3 clusters Score -5573568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5573563.500000 Penalty: 5272.981934
	Iteration 122Q: 3 clusters Score -5573564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5573570.500000 Penalty: 5272.981934
	Iteration 123Q: 3 clusters Score -5573570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5573568.000000 Penalty: 5272.981934
	Iteration 124Q: 3 clusters Score -5573568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5573562.500000 Penalty: 5272.981934
	Iteration 125Q: 3 clusters Score -5573562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5573566.000000 Penalty: 5272.981934
	Iteration 126Q: 3 clusters Score -5573566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5573567.500000 Penalty: 5272.981934
	Iteration 127Q: 3 clusters Score -5573568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5573569.000000 Penalty: 5272.981934
	Iteration 128Q: 3 clusters Score -5573569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5573569.000000 Penalty: 5272.981934
	Iteration 129F: 3 clusters Score -5573569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -111376.101562 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -111376.1 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 471 members 
Entering Unmasked Estep 
Score: -109532.906250 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -109532.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110017.039062 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -110017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110313.328125 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -110313.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110458.335938 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -110458.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110557.539062 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -110557.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110657.828125 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -110657.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110743.828125 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110743.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110815.406250 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110815.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110884.703125 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -110884.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -110934.460938 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -110934.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110958.281250 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -110958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -110994.015625 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -110994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -111032.015625 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -111032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111053.343750 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -111053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -111061.789062 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -111061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -111067.968750 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -111068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111069.281250 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -111069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111069.281250 Penalty: 3393.441406
	Iteration 17F: 3 clusters Score -111069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Entering Unmasked Estep 
Score: -7213084.000000 Penalty: 2706.639648
	Iteration 0F: 2 clusters Score -7213084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -7176160.500000 Penalty: 5413.279297
	Iteration 0F: 3 clusters Score -7176160 nChanged 25432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -7190282.500000 Penalty: 5413.279297
	Iteration 1F: 3 clusters Score -7190282 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7190779.000000 Penalty: 5413.279297
	Iteration 2Q: 3 clusters Score -7190779 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -7191301.500000 Penalty: 5413.279297
	Iteration 3Q: 3 clusters Score -7191302 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -7191735.500000 Penalty: 5413.279297
	Iteration 4Q: 3 clusters Score -7191736 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -7192248.000000 Penalty: 5413.279297
	Iteration 5Q: 3 clusters Score -7192248 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7192952.500000 Penalty: 5413.279297
	Iteration 6Q: 3 clusters Score -7192952 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -7193710.500000 Penalty: 5413.279297
	Iteration 7Q: 3 clusters Score -7193710 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -7194613.000000 Penalty: 5413.279297
	Iteration 8Q: 3 clusters Score -7194613 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -7195757.500000 Penalty: 5413.279297
	Iteration 9Q: 3 clusters Score -7195758 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7197121.000000 Penalty: 5413.279297
	Iteration 10Q: 3 clusters Score -7197121 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -7198623.500000 Penalty: 5413.279297
	Iteration 11Q: 3 clusters Score -7198624 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7200417.000000 Penalty: 5413.279297
	Iteration 12F: 3 clusters Score -7200417 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -7202169.000000 Penalty: 5413.279297
	Iteration 13Q: 3 clusters Score -7202169 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -7203879.500000 Penalty: 5413.279297
	Iteration 14Q: 3 clusters Score -7203880 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -7205419.000000 Penalty: 5413.279297
	Iteration 15Q: 3 clusters Score -7205419 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -7206854.500000 Penalty: 5413.279297
	Iteration 16Q: 3 clusters Score -7206854 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7207937.500000 Penalty: 5413.279297
	Iteration 17Q: 3 clusters Score -7207938 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7208794.500000 Penalty: 5413.279297
	Iteration 18Q: 3 clusters Score -7208794 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7209427.500000 Penalty: 5413.279297
	Iteration 19Q: 3 clusters Score -7209428 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7209856.000000 Penalty: 5413.279297
	Iteration 20F: 3 clusters Score -7209856 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7210131.000000 Penalty: 5413.279297
	Iteration 21Q: 3 clusters Score -7210131 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7210306.000000 Penalty: 5413.279297
	Iteration 22Q: 3 clusters Score -7210306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7210450.500000 Penalty: 5413.279297
	Iteration 23Q: 3 clusters Score -7210450 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7210582.500000 Penalty: 5413.279297
	Iteration 24Q: 3 clusters Score -7210582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7210644.500000 Penalty: 5413.279297
	Iteration 25Q: 3 clusters Score -7210644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7210680.500000 Penalty: 5413.279297
	Iteration 26Q: 3 clusters Score -7210680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7210724.000000 Penalty: 5413.279297
	Iteration 27Q: 3 clusters Score -7210724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7210749.000000 Penalty: 5413.279297
	Iteration 28Q: 3 clusters Score -7210749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7210774.000000 Penalty: 5413.279297
	Iteration 29Q: 3 clusters Score -7210774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7210781.000000 Penalty: 5413.279297
	Iteration 30Q: 3 clusters Score -7210781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7210794.000000 Penalty: 5413.279297
	Iteration 31Q: 3 clusters Score -7210794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7210802.000000 Penalty: 5413.279297
	Iteration 32Q: 3 clusters Score -7210802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7210821.500000 Penalty: 5413.279297
	Iteration 33Q: 3 clusters Score -7210822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7210831.500000 Penalty: 5413.279297
	Iteration 34Q: 3 clusters Score -7210832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7210839.500000 Penalty: 5413.279297
	Iteration 35Q: 3 clusters Score -7210840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7210848.000000 Penalty: 5413.279297
	Iteration 36Q: 3 clusters Score -7210848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7210850.500000 Penalty: 5413.279297
	Iteration 37Q: 3 clusters Score -7210850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7210853.000000 Penalty: 5413.279297
	Iteration 38Q: 3 clusters Score -7210853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7210853.500000 Penalty: 5413.279297
	Iteration 39Q: 3 clusters Score -7210854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7210860.000000 Penalty: 5413.279297
	Iteration 40F: 3 clusters Score -7210860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7210858.500000 Penalty: 5413.279297
	Iteration 41Q: 3 clusters Score -7210858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7210862.000000 Penalty: 5413.279297
	Iteration 42Q: 3 clusters Score -7210862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7210862.500000 Penalty: 5413.279297
	Iteration 43Q: 3 clusters Score -7210862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7210871.500000 Penalty: 5413.279297
	Iteration 44Q: 3 clusters Score -7210872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7210871.500000 Penalty: 5413.279297
	Iteration 45F: 3 clusters Score -7210872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -941133.312500 Penalty: 2194.572754
	Iteration 0F: 2 clusters Score -941133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -935333.187500 Penalty: 4389.145508
	Iteration 0F: 3 clusters Score -935333.2 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -936894.437500 Penalty: 4389.145508
	Iteration 1F: 3 clusters Score -936894.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -937148.312500 Penalty: 4389.145508
	Iteration 2F: 3 clusters Score -937148.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -937321.250000 Penalty: 4389.145508
	Iteration 3F: 3 clusters Score -937321.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -937483.187500 Penalty: 4389.145508
	Iteration 4Q: 3 clusters Score -937483.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -937686.750000 Penalty: 4389.145508
	Iteration 5Q: 3 clusters Score -937686.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -937968.625000 Penalty: 4389.145508
	Iteration 6Q: 3 clusters Score -937968.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -938307.437500 Penalty: 4389.145508
	Iteration 7F: 3 clusters Score -938307.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -938700.875000 Penalty: 4389.145508
	Iteration 8F: 3 clusters Score -938700.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -939074.750000 Penalty: 4389.145508
	Iteration 9F: 3 clusters Score -939074.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -939352.000000 Penalty: 4389.145508
	Iteration 10F: 3 clusters Score -939352 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -939570.250000 Penalty: 4389.145508
	Iteration 11Q: 3 clusters Score -939570.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -939724.937500 Penalty: 4389.145508
	Iteration 12Q: 3 clusters Score -939724.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -939827.500000 Penalty: 4389.145508
	Iteration 13Q: 3 clusters Score -939827.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -939889.562500 Penalty: 4389.145508
	Iteration 14Q: 3 clusters Score -939889.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -939925.937500 Penalty: 4389.145508
	Iteration 15Q: 3 clusters Score -939925.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -939952.750000 Penalty: 4389.145508
	Iteration 16Q: 3 clusters Score -939952.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -939970.875000 Penalty: 4389.145508
	Iteration 17Q: 3 clusters Score -939970.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -939984.187500 Penalty: 4389.145508
	Iteration 18Q: 3 clusters Score -939984.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -939995.312500 Penalty: 4389.145508
	Iteration 19Q: 3 clusters Score -939995.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -940005.500000 Penalty: 4389.145508
	Iteration 20F: 3 clusters Score -940005.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -940016.750000 Penalty: 4389.145508
	Iteration 21Q: 3 clusters Score -940016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -940024.812500 Penalty: 4389.145508
	Iteration 22Q: 3 clusters Score -940024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -940028.937500 Penalty: 4389.145508
	Iteration 23Q: 3 clusters Score -940028.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -940034.875000 Penalty: 4389.145508
	Iteration 24Q: 3 clusters Score -940034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -940035.187500 Penalty: 4389.145508
	Iteration 25Q: 3 clusters Score -940035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -940038.250000 Penalty: 4389.145508
	Iteration 26Q: 3 clusters Score -940038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -940040.312500 Penalty: 4389.145508
	Iteration 27Q: 3 clusters Score -940040.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -940042.312500 Penalty: 4389.145508
	Iteration 28Q: 3 clusters Score -940042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -940044.562500 Penalty: 4389.145508
	Iteration 29Q: 3 clusters Score -940044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -940044.562500 Penalty: 4389.145508
	Iteration 30Q: 3 clusters Score -940044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -940047.625000 Penalty: 4389.145508
	Iteration 31Q: 3 clusters Score -940047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -940047.250000 Penalty: 4389.145508
	Iteration 32Q: 3 clusters Score -940047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -940049.875000 Penalty: 4389.145508
	Iteration 33Q: 3 clusters Score -940049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -940049.875000 Penalty: 4389.145508
	Iteration 34Q: 3 clusters Score -940049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -940050.687500 Penalty: 4389.145508
	Iteration 35Q: 3 clusters Score -940050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -940051.000000 Penalty: 4389.145508
	Iteration 36Q: 3 clusters Score -940051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -940051.000000 Penalty: 4389.145508
	Iteration 37F: 3 clusters Score -940051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -11238.209961 Penalty: 1189.356079
	Iteration 0F: 2 clusters Score -11238.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10444.164062 Penalty: 2378.712158
	Iteration 0F: 3 clusters Score -10444.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10508.162109 Penalty: 2378.712158
	Iteration 1F: 3 clusters Score -10508.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10544.544922 Penalty: 2378.712158
	Iteration 2Q: 3 clusters Score -10544.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10563.745117 Penalty: 2378.712158
	Iteration 3Q: 3 clusters Score -10563.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10563.745117 Penalty: 2378.712158
	Iteration 4F: 3 clusters Score -10563.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -902576.250000 Penalty: 2192.248291
	Iteration 0F: 2 clusters Score -902576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -896866.875000 Penalty: 4384.496582
	Iteration 0F: 3 clusters Score -896866.9 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -898292.562500 Penalty: 4384.496582
	Iteration 1F: 3 clusters Score -898292.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -898579.312500 Penalty: 4384.496582
	Iteration 2F: 3 clusters Score -898579.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -898795.000000 Penalty: 4384.496582
	Iteration 3F: 3 clusters Score -898795 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -898982.437500 Penalty: 4384.496582
	Iteration 4Q: 3 clusters Score -898982.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -899232.125000 Penalty: 4384.496582
	Iteration 5Q: 3 clusters Score -899232.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -899560.437500 Penalty: 4384.496582
	Iteration 6F: 3 clusters Score -899560.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -900082.187500 Penalty: 4384.496582
	Iteration 7F: 3 clusters Score -900082.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -900645.562500 Penalty: 4384.496582
	Iteration 8F: 3 clusters Score -900645.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -901045.625000 Penalty: 4384.496582
	Iteration 9F: 3 clusters Score -901045.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -901312.062500 Penalty: 4384.496582
	Iteration 10Q: 3 clusters Score -901312.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -901443.625000 Penalty: 4384.496582
	Iteration 11Q: 3 clusters Score -901443.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -901515.937500 Penalty: 4384.496582
	Iteration 12Q: 3 clusters Score -901515.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -901560.687500 Penalty: 4384.496582
	Iteration 13Q: 3 clusters Score -901560.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -901587.312500 Penalty: 4384.496582
	Iteration 14Q: 3 clusters Score -901587.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -901608.687500 Penalty: 4384.496582
	Iteration 15Q: 3 clusters Score -901608.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -901622.812500 Penalty: 4384.496582
	Iteration 16Q: 3 clusters Score -901622.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -901632.125000 Penalty: 4384.496582
	Iteration 17Q: 3 clusters Score -901632.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -901642.437500 Penalty: 4384.496582
	Iteration 18Q: 3 clusters Score -901642.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -901653.437500 Penalty: 4384.496582
	Iteration 19Q: 3 clusters Score -901653.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -901663.937500 Penalty: 4384.496582
	Iteration 20F: 3 clusters Score -901663.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -901676.250000 Penalty: 4384.496582
	Iteration 21Q: 3 clusters Score -901676.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -901685.375000 Penalty: 4384.496582
	Iteration 22Q: 3 clusters Score -901685.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -901696.312500 Penalty: 4384.496582
	Iteration 23Q: 3 clusters Score -901696.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -901701.875000 Penalty: 4384.496582
	Iteration 24Q: 3 clusters Score -901701.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -901707.125000 Penalty: 4384.496582
	Iteration 25Q: 3 clusters Score -901707.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -901714.562500 Penalty: 4384.496582
	Iteration 26Q: 3 clusters Score -901714.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -901723.125000 Penalty: 4384.496582
	Iteration 27Q: 3 clusters Score -901723.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -901731.187500 Penalty: 4384.496582
	Iteration 28Q: 3 clusters Score -901731.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -901735.750000 Penalty: 4384.496582
	Iteration 29Q: 3 clusters Score -901735.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -901743.437500 Penalty: 4384.496582
	Iteration 30Q: 3 clusters Score -901743.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -901747.562500 Penalty: 4384.496582
	Iteration 31Q: 3 clusters Score -901747.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -901755.250000 Penalty: 4384.496582
	Iteration 32Q: 3 clusters Score -901755.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -901760.437500 Penalty: 4384.496582
	Iteration 33Q: 3 clusters Score -901760.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -901766.437500 Penalty: 4384.496582
	Iteration 34Q: 3 clusters Score -901766.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -901772.937500 Penalty: 4384.496582
	Iteration 35Q: 3 clusters Score -901772.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -901776.000000 Penalty: 4384.496582
	Iteration 36Q: 3 clusters Score -901776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -901781.562500 Penalty: 4384.496582
	Iteration 37Q: 3 clusters Score -901781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -901783.750000 Penalty: 4384.496582
	Iteration 38Q: 3 clusters Score -901783.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -901788.875000 Penalty: 4384.496582
	Iteration 39Q: 3 clusters Score -901788.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -901793.000000 Penalty: 4384.496582
	Iteration 40F: 3 clusters Score -901793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -901799.437500 Penalty: 4384.496582
	Iteration 41Q: 3 clusters Score -901799.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -901803.812500 Penalty: 4384.496582
	Iteration 42Q: 3 clusters Score -901803.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -901808.312500 Penalty: 4384.496582
	Iteration 43Q: 3 clusters Score -901808.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -901810.312500 Penalty: 4384.496582
	Iteration 44Q: 3 clusters Score -901810.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -901815.625000 Penalty: 4384.496582
	Iteration 45Q: 3 clusters Score -901815.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -901822.187500 Penalty: 4384.496582
	Iteration 46Q: 3 clusters Score -901822.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -901823.875000 Penalty: 4384.496582
	Iteration 47Q: 3 clusters Score -901823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -901830.437500 Penalty: 4384.496582
	Iteration 48Q: 3 clusters Score -901830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -901834.187500 Penalty: 4384.496582
	Iteration 49Q: 3 clusters Score -901834.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -901836.500000 Penalty: 4384.496582
	Iteration 50Q: 3 clusters Score -901836.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -901840.625000 Penalty: 4384.496582
	Iteration 51Q: 3 clusters Score -901840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -901842.562500 Penalty: 4384.496582
	Iteration 52Q: 3 clusters Score -901842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -901846.062500 Penalty: 4384.496582
	Iteration 53Q: 3 clusters Score -901846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -901850.125000 Penalty: 4384.496582
	Iteration 54Q: 3 clusters Score -901850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -901853.687500 Penalty: 4384.496582
	Iteration 55Q: 3 clusters Score -901853.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -901854.437500 Penalty: 4384.496582
	Iteration 56Q: 3 clusters Score -901854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -901856.625000 Penalty: 4384.496582
	Iteration 57Q: 3 clusters Score -901856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -901858.437500 Penalty: 4384.496582
	Iteration 58Q: 3 clusters Score -901858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -901859.812500 Penalty: 4384.496582
	Iteration 59Q: 3 clusters Score -901859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -901862.250000 Penalty: 4384.496582
	Iteration 60F: 3 clusters Score -901862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -901863.312500 Penalty: 4384.496582
	Iteration 61Q: 3 clusters Score -901863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -901863.312500 Penalty: 4384.496582
	Iteration 62Q: 3 clusters Score -901863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -901864.375000 Penalty: 4384.496582
	Iteration 63Q: 3 clusters Score -901864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -901866.937500 Penalty: 4384.496582
	Iteration 64Q: 3 clusters Score -901866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -901865.812500 Penalty: 4384.496582
	Iteration 65Q: 3 clusters Score -901865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -901870.312500 Penalty: 4384.496582
	Iteration 66Q: 3 clusters Score -901870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -901872.375000 Penalty: 4384.496582
	Iteration 67Q: 3 clusters Score -901872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -901874.437500 Penalty: 4384.496582
	Iteration 68Q: 3 clusters Score -901874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -901873.625000 Penalty: 4384.496582
	Iteration 69Q: 3 clusters Score -901873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -901876.500000 Penalty: 4384.496582
	Iteration 70Q: 3 clusters Score -901876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -901878.062500 Penalty: 4384.496582
	Iteration 71Q: 3 clusters Score -901878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -901878.562500 Penalty: 4384.496582
	Iteration 72Q: 3 clusters Score -901878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -901880.687500 Penalty: 4384.496582
	Iteration 73Q: 3 clusters Score -901880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -901882.937500 Penalty: 4384.496582
	Iteration 74Q: 3 clusters Score -901882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -901885.375000 Penalty: 4384.496582
	Iteration 75Q: 3 clusters Score -901885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -901884.375000 Penalty: 4384.496582
	Iteration 76Q: 3 clusters Score -901884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -901886.562500 Penalty: 4384.496582
	Iteration 77Q: 3 clusters Score -901886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -901887.812500 Penalty: 4384.496582
	Iteration 78Q: 3 clusters Score -901887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -901887.875000 Penalty: 4384.496582
	Iteration 79Q: 3 clusters Score -901887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -901890.500000 Penalty: 4384.496582
	Iteration 80F: 3 clusters Score -901890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -901889.562500 Penalty: 4384.496582
	Iteration 81Q: 3 clusters Score -901889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -901891.625000 Penalty: 4384.496582
	Iteration 82Q: 3 clusters Score -901891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -901894.750000 Penalty: 4384.496582
	Iteration 83Q: 3 clusters Score -901894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -901896.750000 Penalty: 4384.496582
	Iteration 84Q: 3 clusters Score -901896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -901898.312500 Penalty: 4384.496582
	Iteration 85Q: 3 clusters Score -901898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -901898.625000 Penalty: 4384.496582
	Iteration 86Q: 3 clusters Score -901898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -901899.187500 Penalty: 4384.496582
	Iteration 87Q: 3 clusters Score -901899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -901899.687500 Penalty: 4384.496582
	Iteration 88Q: 3 clusters Score -901899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -901900.187500 Penalty: 4384.496582
	Iteration 89Q: 3 clusters Score -901900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -901900.187500 Penalty: 4384.496582
	Iteration 90F: 3 clusters Score -901900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -155894.875000 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -155894.9 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 577 members 
Entering Unmasked Estep 
Score: -153820.187500 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -153820.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -154113.000000 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -154113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154194.234375 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -154194.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154235.921875 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -154235.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -154250.234375 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -154250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -154263.875000 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -154263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154277.296875 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -154277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154286.015625 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -154286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154287.859375 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -154287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -154288.906250 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -154288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154293.203125 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -154293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -154294.515625 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -154294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -154296.531250 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -154296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154297.859375 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -154297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -154299.156250 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -154299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154302.609375 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -154302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -154305.718750 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -154305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -154307.828125 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -154307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154309.875000 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -154309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -154310.968750 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -154311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154312.015625 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -154312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -286674.968750 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -286675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -283946.968750 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -283947 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284407.406250 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -284407.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -284540.937500 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -284540.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -284613.687500 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -284613.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -284648.406250 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -284648.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -284669.531250 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -284669.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284689.875000 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -284689.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -284702.343750 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -284702.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -284708.562500 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -284708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284712.156250 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -284712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -284714.187500 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -284714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -284716.656250 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -284716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -284718.250000 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -284718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -284719.781250 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -284719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -284720.812500 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -284720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -284721.093750 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -284721.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -284721.093750 Penalty: 3801.515869
	Iteration 16F: 3 clusters Score -284721.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (87583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Entering Unmasked Estep 
Score: -11811742.000000 Penalty: 2822.324951
	Iteration 0F: 2 clusters Score -1.181174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -11753687.000000 Penalty: 5644.649902
	Iteration 0F: 3 clusters Score -1.175369e+07 nChanged 41198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -11777443.000000 Penalty: 5644.649902
	Iteration 1F: 3 clusters Score -1.177744e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -11778542.000000 Penalty: 5644.649902
	Iteration 2Q: 3 clusters Score -1.177854e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -11780505.000000 Penalty: 5644.649902
	Iteration 3Q: 3 clusters Score -1.17805e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -11783757.000000 Penalty: 5644.649902
	Iteration 4F: 3 clusters Score -1.178376e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -11788757.000000 Penalty: 5644.649902
	Iteration 5F: 3 clusters Score -1.178876e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -11795714.000000 Penalty: 5644.649902
	Iteration 6F: 3 clusters Score -1.179571e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -11802482.000000 Penalty: 5644.649902
	Iteration 7F: 3 clusters Score -1.180248e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -11804981.000000 Penalty: 5644.649902
	Iteration 8F: 3 clusters Score -1.180498e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -11805505.000000 Penalty: 5644.649902
	Iteration 9Q: 3 clusters Score -1.18055e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -11805803.000000 Penalty: 5644.649902
	Iteration 10Q: 3 clusters Score -1.18058e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -11806023.000000 Penalty: 5644.649902
	Iteration 11Q: 3 clusters Score -1.180602e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -11806167.000000 Penalty: 5644.649902
	Iteration 12Q: 3 clusters Score -1.180617e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -11806353.000000 Penalty: 5644.649902
	Iteration 13Q: 3 clusters Score -1.180635e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -11806478.000000 Penalty: 5644.649902
	Iteration 14Q: 3 clusters Score -1.180648e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -11806588.000000 Penalty: 5644.649902
	Iteration 15Q: 3 clusters Score -1.180659e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -11806779.000000 Penalty: 5644.649902
	Iteration 16Q: 3 clusters Score -1.180678e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -11806902.000000 Penalty: 5644.649902
	Iteration 17Q: 3 clusters Score -1.18069e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -11806990.000000 Penalty: 5644.649902
	Iteration 18Q: 3 clusters Score -1.180699e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -11807115.000000 Penalty: 5644.649902
	Iteration 19Q: 3 clusters Score -1.180712e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -11807135.000000 Penalty: 5644.649902
	Iteration 20F: 3 clusters Score -1.180714e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -11807128.000000 Penalty: 5644.649902
	Iteration 21Q: 3 clusters Score -1.180713e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -11807138.000000 Penalty: 5644.649902
	Iteration 22Q: 3 clusters Score -1.180714e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -11807140.000000 Penalty: 5644.649902
	Iteration 23Q: 3 clusters Score -1.180714e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -11807150.000000 Penalty: 5644.649902
	Iteration 24Q: 3 clusters Score -1.180715e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -11807166.000000 Penalty: 5644.649902
	Iteration 25Q: 3 clusters Score -1.180717e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -11807209.000000 Penalty: 5644.649902
	Iteration 26Q: 3 clusters Score -1.180721e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -11807185.000000 Penalty: 5644.649902
	Iteration 27Q: 3 clusters Score -1.180718e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -11807186.000000 Penalty: 5644.649902
	Iteration 28Q: 3 clusters Score -1.180719e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -11807174.000000 Penalty: 5644.649902
	Iteration 29Q: 3 clusters Score -1.180717e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -11807171.000000 Penalty: 5644.649902
	Iteration 30Q: 3 clusters Score -1.180717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -11807195.000000 Penalty: 5644.649902
	Iteration 31Q: 3 clusters Score -1.18072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -11807172.000000 Penalty: 5644.649902
	Iteration 32Q: 3 clusters Score -1.180717e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -11807169.000000 Penalty: 5644.649902
	Iteration 33Q: 3 clusters Score -1.180717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -11807158.000000 Penalty: 5644.649902
	Iteration 34Q: 3 clusters Score -1.180716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -11807157.000000 Penalty: 5644.649902
	Iteration 35Q: 3 clusters Score -1.180716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -11807153.000000 Penalty: 5644.649902
	Iteration 36Q: 3 clusters Score -1.180715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -11807168.000000 Penalty: 5644.649902
	Iteration 37Q: 3 clusters Score -1.180717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -11807176.000000 Penalty: 5644.649902
	Iteration 38Q: 3 clusters Score -1.180718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -11807171.000000 Penalty: 5644.649902
	Iteration 39Q: 3 clusters Score -1.180717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -11807194.000000 Penalty: 5644.649902
	Iteration 40F: 3 clusters Score -1.180719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -11807195.000000 Penalty: 5644.649902
	Iteration 41Q: 3 clusters Score -1.18072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -11807190.000000 Penalty: 5644.649902
	Iteration 42Q: 3 clusters Score -1.180719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -11807185.000000 Penalty: 5644.649902
	Iteration 43Q: 3 clusters Score -1.180718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -11807190.000000 Penalty: 5644.649902
	Iteration 44Q: 3 clusters Score -1.180719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -11807190.000000 Penalty: 5644.649902
	Iteration 45F: 3 clusters Score -1.180719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -39300.886719 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -39300.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38171.929688 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -38171.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38827.394531 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -38827.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39021.792969 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -39021.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39056.511719 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -39056.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39070.953125 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -39070.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39078.125000 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -39078.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39080.257812 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -39080.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39090.750000 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -39090.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39094.929688 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -39094.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39098.281250 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -39098.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39101.304688 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -39101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39105.550781 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -39105.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39114.851562 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -39114.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39119.085938 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -39119.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39125.562500 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -39125.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39134.804688 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -39134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39134.804688 Penalty: 2916.744385
	Iteration 16F: 3 clusters Score -39134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -25609.193359 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -25609.19 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 106 members 
Entering Unmasked Estep 
Score: -24583.746094 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -24583.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24689.267578 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -24689.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24750.828125 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -24750.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24776.011719 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -24776.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24778.484375 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -24778.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24778.484375 Penalty: 2728.624268
	Iteration 5F: 3 clusters Score -24778.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Entering Unmasked Estep 
Score: -13263426.000000 Penalty: 2852.722900
	Iteration 0F: 2 clusters Score -1.326343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -13197452.000000 Penalty: 5705.445801
	Iteration 0F: 3 clusters Score -1.319745e+07 nChanged 46837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -13224141.000000 Penalty: 5705.445801
	Iteration 1F: 3 clusters Score -1.322414e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -13224947.000000 Penalty: 5705.445801
	Iteration 2Q: 3 clusters Score -1.322495e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -13225852.000000 Penalty: 5705.445801
	Iteration 3Q: 3 clusters Score -1.322585e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -13227096.000000 Penalty: 5705.445801
	Iteration 4Q: 3 clusters Score -1.32271e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -13228596.000000 Penalty: 5705.445801
	Iteration 5Q: 3 clusters Score -1.32286e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -13230869.000000 Penalty: 5705.445801
	Iteration 6Q: 3 clusters Score -1.323087e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -13233659.000000 Penalty: 5705.445801
	Iteration 7Q: 3 clusters Score -1.323366e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -13237151.000000 Penalty: 5705.445801
	Iteration 8F: 3 clusters Score -1.323715e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -13241455.000000 Penalty: 5705.445801
	Iteration 9F: 3 clusters Score -1.324146e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -13246403.000000 Penalty: 5705.445801
	Iteration 10F: 3 clusters Score -1.32464e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -13251020.000000 Penalty: 5705.445801
	Iteration 11F: 3 clusters Score -1.325102e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -13253681.000000 Penalty: 5705.445801
	Iteration 12F: 3 clusters Score -1.325368e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -13255186.000000 Penalty: 5705.445801
	Iteration 13Q: 3 clusters Score -1.325519e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -13256185.000000 Penalty: 5705.445801
	Iteration 14Q: 3 clusters Score -1.325618e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -13257035.000000 Penalty: 5705.445801
	Iteration 15Q: 3 clusters Score -1.325704e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -13257653.000000 Penalty: 5705.445801
	Iteration 16Q: 3 clusters Score -1.325765e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -13258241.000000 Penalty: 5705.445801
	Iteration 17Q: 3 clusters Score -1.325824e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -13258589.000000 Penalty: 5705.445801
	Iteration 18Q: 3 clusters Score -1.325859e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -13258883.000000 Penalty: 5705.445801
	Iteration 19Q: 3 clusters Score -1.325888e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -13259004.000000 Penalty: 5705.445801
	Iteration 20F: 3 clusters Score -1.3259e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -13259077.000000 Penalty: 5705.445801
	Iteration 21Q: 3 clusters Score -1.325908e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -13259149.000000 Penalty: 5705.445801
	Iteration 22Q: 3 clusters Score -1.325915e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -13259134.000000 Penalty: 5705.445801
	Iteration 23Q: 3 clusters Score -1.325913e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -13259154.000000 Penalty: 5705.445801
	Iteration 24Q: 3 clusters Score -1.325915e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -13259132.000000 Penalty: 5705.445801
	Iteration 25Q: 3 clusters Score -1.325913e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -13259109.000000 Penalty: 5705.445801
	Iteration 26Q: 3 clusters Score -1.325911e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -13259117.000000 Penalty: 5705.445801
	Iteration 27Q: 3 clusters Score -1.325912e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -13259112.000000 Penalty: 5705.445801
	Iteration 28Q: 3 clusters Score -1.325911e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -13259084.000000 Penalty: 5705.445801
	Iteration 29Q: 3 clusters Score -1.325908e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -13259099.000000 Penalty: 5705.445801
	Iteration 30Q: 3 clusters Score -1.32591e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -13259089.000000 Penalty: 5705.445801
	Iteration 31Q: 3 clusters Score -1.325909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -13259064.000000 Penalty: 5705.445801
	Iteration 32Q: 3 clusters Score -1.325906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -13259060.000000 Penalty: 5705.445801
	Iteration 33Q: 3 clusters Score -1.325906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -13259036.000000 Penalty: 5705.445801
	Iteration 34Q: 3 clusters Score -1.325904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -13259046.000000 Penalty: 5705.445801
	Iteration 35Q: 3 clusters Score -1.325905e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -13259045.000000 Penalty: 5705.445801
	Iteration 36Q: 3 clusters Score -1.325904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -13259046.000000 Penalty: 5705.445801
	Iteration 37Q: 3 clusters Score -1.325905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -13259039.000000 Penalty: 5705.445801
	Iteration 38Q: 3 clusters Score -1.325904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -13259032.000000 Penalty: 5705.445801
	Iteration 39Q: 3 clusters Score -1.325903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -13259027.000000 Penalty: 5705.445801
	Iteration 40F: 3 clusters Score -1.325903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -13259033.000000 Penalty: 5705.445801
	Iteration 41Q: 3 clusters Score -1.325903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -13259044.000000 Penalty: 5705.445801
	Iteration 42Q: 3 clusters Score -1.325904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -13259049.000000 Penalty: 5705.445801
	Iteration 43Q: 3 clusters Score -1.325905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -13259055.000000 Penalty: 5705.445801
	Iteration 44Q: 3 clusters Score -1.325906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -13259054.000000 Penalty: 5705.445801
	Iteration 45Q: 3 clusters Score -1.325905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -13259054.000000 Penalty: 5705.445801
	Iteration 46Q: 3 clusters Score -1.325905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -13259057.000000 Penalty: 5705.445801
	Iteration 47Q: 3 clusters Score -1.325906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -13259049.000000 Penalty: 5705.445801
	Iteration 48Q: 3 clusters Score -1.325905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -13259047.000000 Penalty: 5705.445801
	Iteration 49Q: 3 clusters Score -1.325905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -13259044.000000 Penalty: 5705.445801
	Iteration 50Q: 3 clusters Score -1.325904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -13259043.000000 Penalty: 5705.445801
	Iteration 51Q: 3 clusters Score -1.325904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -13259050.000000 Penalty: 5705.445801
	Iteration 52Q: 3 clusters Score -1.325905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -13259050.000000 Penalty: 5705.445801
	Iteration 53F: 3 clusters Score -1.325905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20047 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 110999 members 
Mstep: Class 14 contains 41399 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 54933 members 
Mstep: Class 18 contains 6968 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 87583 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 99004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62779940.000000 Penalty: 81056.015625
Iteration 479Q: 26 clusters Score -6.277994e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20025 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111354 members 
Mstep: Class 14 contains 41131 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 55052 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2122 members 
Mstep: Class 23 contains 88165 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 98310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780100.000000 Penalty: 81056.015625
Iteration 480F: 26 clusters Score -6.27801e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20003 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111633 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 55175 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 2116 members 
Mstep: Class 23 contains 88898 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 97549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780104.000000 Penalty: 81056.015625
Iteration 481Q: 26 clusters Score -6.27801e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3949 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19983 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111766 members 
Mstep: Class 14 contains 40631 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 55310 members 
Mstep: Class 18 contains 6850 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 89847 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 96699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780080.000000 Penalty: 81056.015625
Iteration 482Q: 26 clusters Score -6.278008e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2452 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19962 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111742 members 
Mstep: Class 14 contains 40417 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 55479 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6917 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 2110 members 
Mstep: Class 23 contains 90899 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 95846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780464.000000 Penalty: 81056.015625
Iteration 483Q: 26 clusters Score -6.278046e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19934 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111651 members 
Mstep: Class 14 contains 40214 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 55649 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 92073 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 94897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780576.000000 Penalty: 81056.015625
Iteration 484Q: 26 clusters Score -6.278058e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2419 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19920 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111571 members 
Mstep: Class 14 contains 39996 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 55810 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 93371 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 93799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780676.000000 Penalty: 81056.015625
Iteration 485Q: 26 clusters Score -6.278068e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19910 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111398 members 
Mstep: Class 14 contains 39785 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 55973 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 94845 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 92593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780520.000000 Penalty: 81056.015625
Iteration 486Q: 26 clusters Score -6.278052e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2396 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19893 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111211 members 
Mstep: Class 14 contains 39620 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 56124 members 
Mstep: Class 18 contains 6698 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 96379 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 91312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780368.000000 Penalty: 81056.015625
Iteration 487Q: 26 clusters Score -6.278037e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19881 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111030 members 
Mstep: Class 14 contains 39440 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 56272 members 
Mstep: Class 18 contains 6671 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 2098 members 
Mstep: Class 23 contains 97938 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 89993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780616.000000 Penalty: 81056.015625
Iteration 488Q: 26 clusters Score -6.278062e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19865 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111040 members 
Mstep: Class 14 contains 39305 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 56389 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 99314 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 88648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780868.000000 Penalty: 81056.015625
Iteration 489Q: 26 clusters Score -6.278087e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4132 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19852 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 111566 members 
Mstep: Class 14 contains 39182 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 56402 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 2097 members 
Mstep: Class 23 contains 100322 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 87268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781344.000000 Penalty: 81056.015625
Iteration 490Q: 26 clusters Score -6.278134e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19844 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 112543 members 
Mstep: Class 14 contains 39096 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 56346 members 
Mstep: Class 18 contains 6598 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6914 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 2095 members 
Mstep: Class 23 contains 101291 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 85523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781540.000000 Penalty: 81056.015625
Iteration 491Q: 26 clusters Score -6.278154e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19834 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 113955 members 
Mstep: Class 14 contains 39024 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 56245 members 
Mstep: Class 18 contains 6576 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 2091 members 
Mstep: Class 23 contains 102448 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 83212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781740.000000 Penalty: 81056.015625
Iteration 492Q: 26 clusters Score -6.278174e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19812 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 115876 members 
Mstep: Class 14 contains 38964 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 56101 members 
Mstep: Class 18 contains 6558 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 2089 members 
Mstep: Class 23 contains 103777 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 80244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781820.000000 Penalty: 81056.015625
Iteration 493Q: 26 clusters Score -6.278182e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19801 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 118516 members 
Mstep: Class 14 contains 38899 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 55857 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 2084 members 
Mstep: Class 23 contains 105507 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 76308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62781392.000000 Penalty: 81056.015625
Iteration 494Q: 26 clusters Score -6.278139e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4186 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19781 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 122078 members 
Mstep: Class 14 contains 38874 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 55516 members 
Mstep: Class 18 contains 6505 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 107705 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 71036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62780036.000000 Penalty: 81056.015625
Iteration 495Q: 26 clusters Score -6.278004e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19759 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 126729 members 
Mstep: Class 14 contains 38981 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 55059 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 2091 members 
Mstep: Class 23 contains 110650 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 63958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62776896.000000 Penalty: 81056.015625
Iteration 496Q: 26 clusters Score -6.27769e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19785 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 131872 members 
Mstep: Class 14 contains 39213 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 54526 members 
Mstep: Class 18 contains 6495 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 2092 members 
Mstep: Class 23 contains 114332 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 55401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62768952.000000 Penalty: 81056.015625
Iteration 497Q: 26 clusters Score -6.276895e+07 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19850 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 134303 members 
Mstep: Class 14 contains 39735 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 54060 members 
Mstep: Class 18 contains 6559 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 118294 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 48619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62761204.000000 Penalty: 81056.015625
Iteration 498Q: 26 clusters Score -6.27612e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4159 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 19967 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 133546 members 
Mstep: Class 14 contains 40483 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 53589 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6608 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 122048 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 44773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62757096.000000 Penalty: 81056.015625
Iteration 499Q: 26 clusters Score -6.27571e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 20081 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 131519 members 
Mstep: Class 14 contains 41348 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 53128 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 125367 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 42523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62762204.000000 Penalty: 81056.015625
Iteration 500F: 26 clusters Score -6.27622e+07 nChanged 15402
Maximum iterations exceeded
--- Evaluating fit on full set of 1428540 points ---
Entering Unmasked Estep 
Score: -187984928.000000 Penalty: 87867.414062
25->26 Clusters: Score -187984928.000000, best is -188057168.000000

Main iterations: 0 (time per=infms)
Total iterations: 49873 (time per=252.612828ms)
Iterations metric 2: 2683528544256.000000 (time per=4.694774ns)
Iterations metric 3: 80502207807488.000000 (time per=156.499553ps)

That took 12598.559570 seconds.
